I0905 09:25:02.364541 23309752776384 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar+50//split-4/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 09:25:02.373911 23309752776384 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 09:25:02.381745 23309752776384 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 09:25:03.833582 23309752776384 logging_logger.py:49] Constructing tf.data.Dataset cifar10 for split ['train', 'test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 09:25:03.835243 23309752776384 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
I0905 09:25:03.840496 23309752776384 dataset_builder.py:528] Reusing dataset cifar100 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2)
I0905 09:25:03.871028 23309752776384 logging_logger.py:49] Constructing tf.data.Dataset cifar100 for split ['test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar100/3.0.2
nb_train_examples: 20000
ds_test_k_size: 4000
ds_test_uk_size: 4000
Dataset: cifar+50
Known classes: [0, 1, 8, 9]
Unknown classes: [47, 6, 19, 0, 62, 93, 59, 65, 54, 70, 34, 55, 23, 38, 72, 76, 53, 31, 78, 96, 77, 27, 92, 18, 82, 50, 98, 32, 1, 75, 83, 4, 51, 35, 80, 11, 74, 66, 36, 42, 33, 2, 3, 97, 46, 21, 64, 63, 88, 43]
--- Data preprocessing time : 0:00:07.593927 ---
Model: "model"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_2 (InputLayer)        [(None, 32, 32, 3)]       0         
                                                                 
 rescaling (Rescaling)       (None, 32, 32, 3)         0         
                                                                 
 normalization (Normalizatio  (None, 32, 32, 3)        0         
 n)                                                              
                                                                 
 dropout (Dropout)           (None, 32, 32, 3)         0         
                                                                 
 conv2d (Conv2D)             (None, 32, 32, 64)        1728      
                                                                 
 batch_normalization (BatchN  (None, 32, 32, 64)       256       
 ormalization)                                                   
                                                                 
 leaky_re_lu (LeakyReLU)     (None, 32, 32, 64)        0         
                                                                 
 conv2d_1 (Conv2D)           (None, 32, 32, 64)        36864     
                                                                 
 batch_normalization_1 (Batc  (None, 32, 32, 64)       256       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_1 (LeakyReLU)   (None, 32, 32, 64)        0         
                                                                 
 conv2d_2 (Conv2D)           (None, 16, 16, 128)       73728     
                                                                 
 batch_normalization_2 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_2 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 dropout_1 (Dropout)         (None, 16, 16, 128)       0         
                                                                 
 conv2d_3 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_3 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_3 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_4 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_4 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_4 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_5 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_5 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_5 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 dropout_2 (Dropout)         (None, 8, 8, 128)         0         
                                                                 
 conv2d_6 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_6 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_6 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_7 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_7 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_7 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_8 (Conv2D)           (None, 4, 4, 128)         147456    
                                                                 
 batch_normalization_8 (Batc  (None, 4, 4, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_8 (LeakyReLU)   (None, 4, 4, 128)         0         
                                                                 
 conv2d_9 (Conv2D)           (None, 4, 4, 20)          23040     
                                                                 
 features_layer (GlobalAvera  (None, 20)               0         
 gePooling2D)                                                    
                                                                 
=================================================================
Total params: 1,024,192
Trainable params: 1,022,144
Non-trainable params: 2,048
_________________________________________________________________
Using cosine_restart_warmup scheduler
2023-09-05 09:25:12.480705: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
2023-09-05 09:25:21.179103: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
Linear step: 0.009928503261272714
Warmup lrs: tf.Tensor(
[9.9999997e-05 1.0028503e-02 1.9957006e-02 2.9885510e-02 3.9814014e-02
 4.9742516e-02 5.9671018e-02 6.9599524e-02 7.9528026e-02 8.9456528e-02
 9.9385031e-02], shape=(11,), dtype=float32)
Training with loss: dist
Epoch  1/600
157/157 - 12s - loss: 8.8598 - accuracy: 0.2602 - 12s/epoch - 73ms/step
Test results :
	Loss (on known):8.760429382324219
	accuracy: 0.28049999475479126 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.625 65.895 62.575 67.170 61.777
	Acc: 0.281 OSCR : 17.961 AUROC_max_val (%): 65.895 AUROC_real (%): 59.835

Epoch  2/600
157/157 - 4s - loss: 5.5684 - accuracy: 0.4268 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):7.086441993713379
	accuracy: 0.47749999165534973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     2.925 45.990 50.025 46.798 46.561
	Acc: 0.477 OSCR : 23.729 AUROC_max_val (%): 45.990 AUROC_real (%): 45.693

Epoch  3/600
157/157 - 4s - loss: 4.5590 - accuracy: 0.5344 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):7.145065784454346
	accuracy: 0.5007500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.500 50.751 53.488 48.209 53.115
	Acc: 0.501 OSCR : 23.252 AUROC_max_val (%): 50.751 AUROC_real (%): 45.347

Epoch  4/600
157/157 - 4s - loss: 4.0285 - accuracy: 0.5925 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):3.874159574508667
	accuracy: 0.7052500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.625 72.766 67.900 74.128 68.878
	Acc: 0.705 OSCR : 42.921 AUROC_max_val (%): 72.766 AUROC_real (%): 55.605

Epoch  5/600
157/157 - 4s - loss: 3.7147 - accuracy: 0.6198 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):4.8177032470703125
	accuracy: 0.6029999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.275 68.146 63.825 70.707 63.135
	Acc: 0.603 OSCR : 37.054 AUROC_max_val (%): 68.146 AUROC_real (%): 55.113

Epoch  6/600
157/157 - 4s - loss: 3.3623 - accuracy: 0.6575 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):4.49772834777832
	accuracy: 0.6767500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.600 73.486 67.725 74.770 70.039
	Acc: 0.677 OSCR : 40.074 AUROC_max_val (%): 73.486 AUROC_real (%): 55.658

Epoch  7/600
157/157 - 4s - loss: 3.0926 - accuracy: 0.6866 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):3.08608078956604
	accuracy: 0.7482500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.800 72.872 67.025 75.324 68.657
	Acc: 0.748 OSCR : 47.412 AUROC_max_val (%): 72.872 AUROC_real (%): 58.030

Epoch  8/600
157/157 - 4s - loss: 2.9432 - accuracy: 0.6981 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.5033459663391113
	accuracy: 0.812749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.825 77.717 70.925 79.438 74.067
	Acc: 0.813 OSCR : 54.037 AUROC_max_val (%): 77.717 AUROC_real (%): 62.596

Epoch  9/600
157/157 - 4s - loss: 2.7984 - accuracy: 0.7152 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.88197922706604
	accuracy: 0.7870000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.775 81.192 73.913 83.742 77.725
	Acc: 0.787 OSCR : 55.125 AUROC_max_val (%): 81.192 AUROC_real (%): 65.997

Epoch 10/600
157/157 - 4s - loss: 2.6604 - accuracy: 0.7279 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.5468757152557373
	accuracy: 0.7835000157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.725 79.938 73.138 81.668 76.075
	Acc: 0.783 OSCR : 55.835 AUROC_max_val (%): 79.938 AUROC_real (%): 66.084

Epoch 11/600
157/157 - 4s - loss: 2.5253 - accuracy: 0.7426 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.2713232040405273
	accuracy: 0.8327500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.075 78.229 72.088 80.584 73.731
	Acc: 0.833 OSCR : 56.303 AUROC_max_val (%): 78.229 AUROC_real (%): 63.403

Epoch 12/600
157/157 - 4s - loss: 2.4434 - accuracy: 0.7495 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.6316171884536743
	accuracy: 0.856249988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.275 82.843 75.500 84.834 79.332
	Acc: 0.856 OSCR : 68.278 AUROC_max_val (%): 82.843 AUROC_real (%): 75.644

Epoch 13/600
157/157 - 4s - loss: 2.3148 - accuracy: 0.7618 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.751180648803711
	accuracy: 0.8537499904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.625 80.373 73.812 82.728 76.552
	Acc: 0.854 OSCR : 63.033 AUROC_max_val (%): 80.373 AUROC_real (%): 69.468

Epoch 14/600
157/157 - 4s - loss: 2.2690 - accuracy: 0.7672 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.8913524150848389
	accuracy: 0.8527500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.525 80.311 73.138 82.397 76.917
	Acc: 0.853 OSCR : 57.246 AUROC_max_val (%): 80.311 AUROC_real (%): 63.435

Epoch 15/600
157/157 - 4s - loss: 2.2354 - accuracy: 0.7711 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.0282750129699707
	accuracy: 0.8335000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.750 82.812 75.613 85.209 78.766
	Acc: 0.834 OSCR : 62.460 AUROC_max_val (%): 82.812 AUROC_real (%): 70.914

Epoch 16/600
157/157 - 4s - loss: 2.1574 - accuracy: 0.7779 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.610194444656372
	accuracy: 0.8692499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 85.775 78.600 87.905 82.387
	Acc: 0.869 OSCR : 67.414 AUROC_max_val (%): 85.775 AUROC_real (%): 73.746

Epoch 17/600
157/157 - 4s - loss: 2.1079 - accuracy: 0.7810 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.4149997234344482
	accuracy: 0.8709999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.400 80.998 73.913 83.057 77.354
	Acc: 0.871 OSCR : 66.685 AUROC_max_val (%): 80.998 AUROC_real (%): 72.487

Epoch 18/600
157/157 - 4s - loss: 2.0435 - accuracy: 0.7886 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.0182833671569824
	accuracy: 0.8487499952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.800 82.535 75.288 84.319 79.026
	Acc: 0.849 OSCR : 61.626 AUROC_max_val (%): 82.535 AUROC_real (%): 68.791

Epoch 19/600
157/157 - 4s - loss: 2.0417 - accuracy: 0.7855 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.2300201654434204
	accuracy: 0.8812500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 85.282 77.700 87.150 82.067
	Acc: 0.881 OSCR : 73.360 AUROC_max_val (%): 85.282 AUROC_real (%): 79.360

Epoch 20/600
157/157 - 4s - loss: 2.0119 - accuracy: 0.7909 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.8332768678665161
	accuracy: 0.8654999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.500 77.310 70.762 79.195 73.907
	Acc: 0.866 OSCR : 59.360 AUROC_max_val (%): 77.310 AUROC_real (%): 65.217

Epoch 21/600
157/157 - 4s - loss: 1.9305 - accuracy: 0.7977 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.8130409717559814
	accuracy: 0.8769999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.525 83.504 75.862 85.502 80.092
	Acc: 0.877 OSCR : 59.854 AUROC_max_val (%): 83.504 AUROC_real (%): 65.589

Epoch 22/600
157/157 - 4s - loss: 1.9211 - accuracy: 0.8031 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.5991889238357544
	accuracy: 0.8575000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.275 79.309 72.962 82.710 74.475
	Acc: 0.858 OSCR : 63.355 AUROC_max_val (%): 79.309 AUROC_real (%): 69.554

Epoch 23/600
157/157 - 4s - loss: 1.9512 - accuracy: 0.7969 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):2.2650740146636963
	accuracy: 0.847000002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.725 85.397 77.550 87.214 82.603
	Acc: 0.847 OSCR : 59.088 AUROC_max_val (%): 85.397 AUROC_real (%): 67.253

Epoch 24/600
157/157 - 4s - loss: 1.8744 - accuracy: 0.8062 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.864065408706665
	accuracy: 0.859250009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 82.898 75.812 85.025 79.282
	Acc: 0.859 OSCR : 62.585 AUROC_max_val (%): 82.898 AUROC_real (%): 69.616

Epoch 25/600
157/157 - 4s - loss: 1.8713 - accuracy: 0.8048 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.663731575012207
	accuracy: 0.8542500138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.000 83.701 76.212 85.780 80.499
	Acc: 0.854 OSCR : 66.844 AUROC_max_val (%): 83.701 AUROC_real (%): 74.229

Epoch 26/600
157/157 - 4s - loss: 1.8128 - accuracy: 0.8125 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.2412009239196777
	accuracy: 0.890500009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 81.975 74.388 83.365 79.635
	Acc: 0.890 OSCR : 67.501 AUROC_max_val (%): 81.975 AUROC_real (%): 72.409

Epoch 27/600
157/157 - 4s - loss: 1.8076 - accuracy: 0.8110 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.1310410499572754
	accuracy: 0.8930000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 86.113 79.038 88.532 82.172
	Acc: 0.893 OSCR : 72.183 AUROC_max_val (%): 86.113 AUROC_real (%): 77.137

Epoch 28/600
157/157 - 4s - loss: 1.7824 - accuracy: 0.8146 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.6113598346710205
	accuracy: 0.8482499718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.675 84.020 76.425 86.031 80.721
	Acc: 0.848 OSCR : 68.765 AUROC_max_val (%): 84.020 AUROC_real (%): 76.787

Epoch 29/600
157/157 - 4s - loss: 1.7631 - accuracy: 0.8162 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.5406718254089355
	accuracy: 0.8762500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.050 86.072 78.513 87.422 83.574
	Acc: 0.876 OSCR : 68.014 AUROC_max_val (%): 86.072 AUROC_real (%): 74.390

Epoch 30/600
157/157 - 4s - loss: 1.7364 - accuracy: 0.8205 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.4381440877914429
	accuracy: 0.8657500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 85.349 77.913 87.523 82.367
	Acc: 0.866 OSCR : 69.737 AUROC_max_val (%): 85.349 AUROC_real (%): 76.601

Epoch 31/600
157/157 - 4s - loss: 1.7232 - accuracy: 0.8209 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.2322797775268555
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.825 78.900 72.825 80.902 74.538
	Acc: 0.892 OSCR : 63.987 AUROC_max_val (%): 78.900 AUROC_real (%): 68.218

Epoch 32/600
157/157 - 4s - loss: 1.6989 - accuracy: 0.8228 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.4883910417556763
	accuracy: 0.8755000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.950 82.239 74.812 84.427 79.136
	Acc: 0.875 OSCR : 66.444 AUROC_max_val (%): 82.239 AUROC_real (%): 72.233

Epoch 33/600
157/157 - 4s - loss: 1.6846 - accuracy: 0.8242 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.324968695640564
	accuracy: 0.8917499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.325 80.777 73.738 82.102 77.534
	Acc: 0.892 OSCR : 65.959 AUROC_max_val (%): 80.777 AUROC_real (%): 70.741

Epoch 34/600
157/157 - 4s - loss: 1.6573 - accuracy: 0.8278 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.3544381856918335
	accuracy: 0.8867499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 83.533 75.900 85.153 80.648
	Acc: 0.887 OSCR : 64.844 AUROC_max_val (%): 83.533 AUROC_real (%): 69.992

Epoch 35/600
157/157 - 4s - loss: 1.6637 - accuracy: 0.8278 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.1012619733810425
	accuracy: 0.9045000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 82.610 75.525 84.469 78.898
	Acc: 0.904 OSCR : 69.271 AUROC_max_val (%): 82.610 AUROC_real (%): 73.435

Epoch 36/600
157/157 - 4s - loss: 1.6469 - accuracy: 0.8267 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.256405234336853
	accuracy: 0.8934999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.575 82.987 75.700 84.644 79.572
	Acc: 0.893 OSCR : 67.206 AUROC_max_val (%): 82.987 AUROC_real (%): 71.862

Epoch 37/600
157/157 - 4s - loss: 1.5939 - accuracy: 0.8338 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.595882534980774
	accuracy: 0.8845000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.975 81.438 74.063 83.134 78.042
	Acc: 0.884 OSCR : 59.843 AUROC_max_val (%): 81.438 AUROC_real (%): 64.733

Epoch 38/600
157/157 - 4s - loss: 1.5702 - accuracy: 0.8357 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.213382363319397
	accuracy: 0.8934999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.425 76.226 70.150 77.667 72.446
	Acc: 0.893 OSCR : 65.143 AUROC_max_val (%): 76.226 AUROC_real (%): 69.141

Epoch 39/600
157/157 - 4s - loss: 1.5765 - accuracy: 0.8345 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.15267813205719
	accuracy: 0.9072499871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 84.130 76.763 85.826 81.118
	Acc: 0.907 OSCR : 67.921 AUROC_max_val (%): 84.130 AUROC_real (%): 72.048

Epoch 40/600
157/157 - 4s - loss: 1.5609 - accuracy: 0.8348 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.337435245513916
	accuracy: 0.8815000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.375 87.316 80.000 89.330 84.390
	Acc: 0.881 OSCR : 71.006 AUROC_max_val (%): 87.316 AUROC_real (%): 77.200

Epoch 41/600
157/157 - 4s - loss: 1.5419 - accuracy: 0.8395 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0214769840240479
	accuracy: 0.9142500162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.275 88.496 80.938 90.284 85.948
	Acc: 0.914 OSCR : 74.453 AUROC_max_val (%): 88.496 AUROC_real (%): 78.797

Epoch 42/600
157/157 - 4s - loss: 1.5290 - accuracy: 0.8400 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.4129548072814941
	accuracy: 0.8899999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 78.766 71.912 78.584 76.725
	Acc: 0.890 OSCR : 65.783 AUROC_max_val (%): 78.766 AUROC_real (%): 70.602

Epoch 43/600
157/157 - 4s - loss: 1.5069 - accuracy: 0.8424 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.2564703226089478
	accuracy: 0.8945000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.675 86.182 78.712 88.272 82.771
	Acc: 0.894 OSCR : 70.203 AUROC_max_val (%): 86.182 AUROC_real (%): 75.416

Epoch 44/600
157/157 - 4s - loss: 1.4866 - accuracy: 0.8432 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.2941555976867676
	accuracy: 0.8982499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.625 86.489 78.813 88.410 83.435
	Acc: 0.898 OSCR : 69.722 AUROC_max_val (%): 86.489 AUROC_real (%): 74.853

Epoch 45/600
157/157 - 4s - loss: 1.4826 - accuracy: 0.8438 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.1520203351974487
	accuracy: 0.9035000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.175 76.158 70.250 75.625 73.621
	Acc: 0.903 OSCR : 66.045 AUROC_max_val (%): 76.158 AUROC_real (%): 69.926

Epoch 46/600
157/157 - 4s - loss: 1.4521 - accuracy: 0.8486 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.028881549835205
	accuracy: 0.9077500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.750 84.527 77.287 86.317 81.163
	Acc: 0.908 OSCR : 72.430 AUROC_max_val (%): 84.527 AUROC_real (%): 76.484

Epoch 47/600
157/157 - 4s - loss: 1.4745 - accuracy: 0.8458 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.1396528482437134
	accuracy: 0.8972499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.625 85.603 78.138 87.431 82.402
	Acc: 0.897 OSCR : 73.851 AUROC_max_val (%): 85.603 AUROC_real (%): 78.965

Epoch 48/600
157/157 - 4s - loss: 1.4642 - accuracy: 0.8472 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.016438603401184
	accuracy: 0.9027500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.450 85.110 77.737 87.158 81.957
	Acc: 0.903 OSCR : 71.370 AUROC_max_val (%): 85.110 AUROC_real (%): 75.603

Epoch 49/600
157/157 - 4s - loss: 1.4474 - accuracy: 0.8494 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.6589215993881226
	accuracy: 0.862500011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.375 83.136 76.587 85.801 79.201
	Acc: 0.863 OSCR : 66.360 AUROC_max_val (%): 83.136 AUROC_real (%): 73.283

Epoch 50/600
157/157 - 4s - loss: 1.4466 - accuracy: 0.8499 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8470723032951355
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.475 85.197 78.125 86.992 81.250
	Acc: 0.916 OSCR : 76.553 AUROC_max_val (%): 85.197 AUROC_real (%): 80.352

Epoch 51/600
157/157 - 4s - loss: 1.4203 - accuracy: 0.8501 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.025712013244629
	accuracy: 0.9077500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.075 78.139 71.513 79.567 74.767
	Acc: 0.908 OSCR : 67.296 AUROC_max_val (%): 78.139 AUROC_real (%): 71.098

Epoch 52/600
157/157 - 4s - loss: 1.4122 - accuracy: 0.8532 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0080262422561646
	accuracy: 0.918749988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.125 88.114 80.663 89.838 85.735
	Acc: 0.919 OSCR : 72.483 AUROC_max_val (%): 88.114 AUROC_real (%): 76.531

Epoch 53/600
157/157 - 4s - loss: 1.3813 - accuracy: 0.8541 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0042916536331177
	accuracy: 0.9154999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.575 87.496 80.388 89.637 84.537
	Acc: 0.915 OSCR : 72.214 AUROC_max_val (%): 87.496 AUROC_real (%): 76.274

Epoch 54/600
157/157 - 4s - loss: 1.3575 - accuracy: 0.8589 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.11837899684906
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 81.663 74.550 83.576 78.172
	Acc: 0.910 OSCR : 65.458 AUROC_max_val (%): 81.663 AUROC_real (%): 69.043

Epoch 55/600
157/157 - 4s - loss: 1.3790 - accuracy: 0.8559 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.1770403385162354
	accuracy: 0.9082499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.825 88.606 81.112 90.279 86.107
	Acc: 0.908 OSCR : 69.058 AUROC_max_val (%): 88.606 AUROC_real (%): 73.619

Epoch 56/600
157/157 - 4s - loss: 1.3968 - accuracy: 0.8537 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.403550148010254
	accuracy: 0.8837500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.450 85.141 77.662 87.056 82.348
	Acc: 0.884 OSCR : 67.403 AUROC_max_val (%): 85.141 AUROC_real (%): 73.085

Epoch 57/600
157/157 - 4s - loss: 1.3499 - accuracy: 0.8579 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9819536805152893
	accuracy: 0.9125000238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 85.038 77.425 86.777 82.046
	Acc: 0.912 OSCR : 70.697 AUROC_max_val (%): 85.038 AUROC_real (%): 74.615

Epoch 58/600
157/157 - 4s - loss: 1.3341 - accuracy: 0.8618 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.1462990045547485
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.125 75.023 69.288 75.405 71.586
	Acc: 0.906 OSCR : 63.810 AUROC_max_val (%): 75.023 AUROC_real (%): 67.296

Epoch 59/600
157/157 - 4s - loss: 1.3039 - accuracy: 0.8657 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9838518500328064
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.750 80.464 73.387 81.679 77.170
	Acc: 0.915 OSCR : 67.214 AUROC_max_val (%): 80.464 AUROC_real (%): 70.420

Epoch 60/600
157/157 - 4s - loss: 1.3283 - accuracy: 0.8618 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.197299838066101
	accuracy: 0.8992499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.525 78.298 72.037 79.514 74.627
	Acc: 0.899 OSCR : 63.380 AUROC_max_val (%): 78.298 AUROC_real (%): 67.307

Epoch 61/600
157/157 - 4s - loss: 1.3021 - accuracy: 0.8636 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0416125059127808
	accuracy: 0.90625 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.025 80.510 74.025 80.969 77.363
	Acc: 0.906 OSCR : 71.977 AUROC_max_val (%): 80.510 AUROC_real (%): 75.868

Epoch 62/600
157/157 - 4s - loss: 1.2922 - accuracy: 0.8638 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0487886667251587
	accuracy: 0.9154999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.225 84.051 76.975 85.687 80.744
	Acc: 0.915 OSCR : 68.123 AUROC_max_val (%): 84.051 AUROC_real (%): 71.676

Epoch 63/600
157/157 - 4s - loss: 1.2893 - accuracy: 0.8649 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9714659452438354
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.150 81.138 74.000 81.955 77.736
	Acc: 0.912 OSCR : 69.440 AUROC_max_val (%): 81.138 AUROC_real (%): 73.079

Epoch 64/600
157/157 - 4s - loss: 1.2986 - accuracy: 0.8632 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9222533106803894
	accuracy: 0.9192500114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 88.034 80.637 89.807 85.271
	Acc: 0.919 OSCR : 72.570 AUROC_max_val (%): 88.034 AUROC_real (%): 76.402

Epoch 65/600
157/157 - 4s - loss: 1.2647 - accuracy: 0.8670 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9585071802139282
	accuracy: 0.9132500290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.675 80.575 73.450 82.325 77.612
	Acc: 0.913 OSCR : 70.066 AUROC_max_val (%): 80.575 AUROC_real (%): 73.544

Epoch 66/600
157/157 - 4s - loss: 1.2822 - accuracy: 0.8653 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8606690764427185
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.975 85.984 78.900 87.345 83.351
	Acc: 0.928 OSCR : 71.159 AUROC_max_val (%): 85.984 AUROC_real (%): 74.256

Epoch 67/600
157/157 - 4s - loss: 1.2568 - accuracy: 0.8675 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9883219003677368
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.425 86.428 79.412 88.751 82.932
	Acc: 0.907 OSCR : 77.040 AUROC_max_val (%): 86.428 AUROC_real (%): 81.825

Epoch 68/600
157/157 - 4s - loss: 1.2551 - accuracy: 0.8681 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0574254989624023
	accuracy: 0.90625 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 82.378 75.975 84.468 78.722
	Acc: 0.906 OSCR : 69.459 AUROC_max_val (%): 82.378 AUROC_real (%): 73.550

Epoch 69/600
157/157 - 4s - loss: 1.2361 - accuracy: 0.8711 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.043147087097168
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.450 86.554 79.525 88.605 83.093
	Acc: 0.927 OSCR : 66.388 AUROC_max_val (%): 86.554 AUROC_real (%): 69.660

Epoch 70/600
157/157 - 4s - loss: 1.2373 - accuracy: 0.8690 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7374520301818848
	accuracy: 0.9294999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.175 87.485 80.200 89.188 84.839
	Acc: 0.929 OSCR : 77.909 AUROC_max_val (%): 87.485 AUROC_real (%): 81.271

Epoch 71/600
157/157 - 4s - loss: 1.2224 - accuracy: 0.8716 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0389612913131714
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.975 79.776 73.050 81.282 76.001
	Acc: 0.915 OSCR : 64.964 AUROC_max_val (%): 79.776 AUROC_real (%): 67.964

Epoch 72/600
157/157 - 4s - loss: 1.2261 - accuracy: 0.8711 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0245754718780518
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.350 85.863 78.825 87.720 82.209
	Acc: 0.908 OSCR : 72.826 AUROC_max_val (%): 85.863 AUROC_real (%): 77.363

Epoch 73/600
157/157 - 4s - loss: 1.1976 - accuracy: 0.8741 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.127714991569519
	accuracy: 0.9117500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 84.259 77.563 85.352 80.782
	Acc: 0.912 OSCR : 67.377 AUROC_max_val (%): 84.259 AUROC_real (%): 71.485

Epoch 74/600
157/157 - 4s - loss: 1.2252 - accuracy: 0.8713 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8588474988937378
	accuracy: 0.9202499985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 84.194 76.750 85.360 81.746
	Acc: 0.920 OSCR : 73.725 AUROC_max_val (%): 84.194 AUROC_real (%): 77.461

Epoch 75/600
157/157 - 4s - loss: 1.1917 - accuracy: 0.8771 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9633626341819763
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 84.100 76.688 86.301 81.016
	Acc: 0.913 OSCR : 71.852 AUROC_max_val (%): 84.100 AUROC_real (%): 75.717

Epoch 76/600
157/157 - 4s - loss: 1.1984 - accuracy: 0.8744 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8071216940879822
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 84.243 76.888 85.935 81.171
	Acc: 0.927 OSCR : 72.150 AUROC_max_val (%): 84.243 AUROC_real (%): 75.190

Epoch 77/600
157/157 - 4s - loss: 1.1798 - accuracy: 0.8762 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7796223163604736
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.875 85.647 78.287 87.204 83.045
	Acc: 0.925 OSCR : 76.878 AUROC_max_val (%): 85.647 AUROC_real (%): 80.397

Epoch 78/600
157/157 - 4s - loss: 1.1984 - accuracy: 0.8738 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8459005355834961
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.525 86.299 79.225 87.764 83.562
	Acc: 0.928 OSCR : 72.590 AUROC_max_val (%): 86.299 AUROC_real (%): 75.781

Epoch 79/600
157/157 - 4s - loss: 1.1624 - accuracy: 0.8776 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9552959203720093
	accuracy: 0.9227499961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.975 87.266 80.212 88.993 84.400
	Acc: 0.923 OSCR : 69.292 AUROC_max_val (%): 87.266 AUROC_real (%): 72.661

Epoch 80/600
157/157 - 4s - loss: 1.1640 - accuracy: 0.8781 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8341950178146362
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 86.583 79.725 88.076 83.605
	Acc: 0.928 OSCR : 74.923 AUROC_max_val (%): 86.583 AUROC_real (%): 78.280

Epoch 81/600
157/157 - 4s - loss: 1.1510 - accuracy: 0.8772 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0819895267486572
	accuracy: 0.9117500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.050 84.060 77.375 86.545 79.893
	Acc: 0.912 OSCR : 68.687 AUROC_max_val (%): 84.060 AUROC_real (%): 72.737

Epoch 82/600
157/157 - 4s - loss: 1.1191 - accuracy: 0.8814 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9005565047264099
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 87.276 80.138 89.199 84.092
	Acc: 0.918 OSCR : 75.133 AUROC_max_val (%): 87.276 AUROC_real (%): 79.131

Epoch 83/600
157/157 - 4s - loss: 1.1346 - accuracy: 0.8827 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9675161242485046
	accuracy: 0.9137499928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.775 83.529 76.362 85.144 80.428
	Acc: 0.914 OSCR : 73.007 AUROC_max_val (%): 83.529 AUROC_real (%): 76.887

Epoch 84/600
157/157 - 4s - loss: 1.1059 - accuracy: 0.8843 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.807789146900177
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.475 88.387 81.400 90.205 85.369
	Acc: 0.930 OSCR : 74.978 AUROC_max_val (%): 88.387 AUROC_real (%): 78.129

Epoch 85/600
157/157 - 4s - loss: 1.1488 - accuracy: 0.8806 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7517610788345337
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.100 88.219 81.175 89.850 85.427
	Acc: 0.938 OSCR : 74.412 AUROC_max_val (%): 88.219 AUROC_real (%): 77.290

Epoch 86/600
157/157 - 4s - loss: 1.1039 - accuracy: 0.8834 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7908424139022827
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.860 78.450 87.506 83.036
	Acc: 0.925 OSCR : 75.743 AUROC_max_val (%): 85.860 AUROC_real (%): 79.176

Epoch 87/600
157/157 - 4s - loss: 1.0942 - accuracy: 0.8853 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8824707269668579
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.675 81.931 75.263 84.130 77.990
	Acc: 0.924 OSCR : 68.983 AUROC_max_val (%): 81.931 AUROC_real (%): 71.981

Epoch 88/600
157/157 - 4s - loss: 1.1156 - accuracy: 0.8828 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.845458447933197
	accuracy: 0.9232500195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.575 81.021 74.688 81.678 77.666
	Acc: 0.923 OSCR : 72.746 AUROC_max_val (%): 81.021 AUROC_real (%): 75.839

Epoch 89/600
157/157 - 4s - loss: 1.1089 - accuracy: 0.8822 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.082167387008667
	accuracy: 0.9157500267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.825 79.454 72.812 80.640 76.395
	Acc: 0.916 OSCR : 62.088 AUROC_max_val (%): 79.454 AUROC_real (%): 65.102

Epoch 90/600
157/157 - 4s - loss: 1.1104 - accuracy: 0.8838 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8000547289848328
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 85.958 78.800 87.471 83.336
	Acc: 0.924 OSCR : 77.458 AUROC_max_val (%): 85.958 AUROC_real (%): 81.008

Epoch 91/600
157/157 - 4s - loss: 1.0773 - accuracy: 0.8857 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9752311110496521
	accuracy: 0.9182500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.575 79.942 72.625 82.116 76.313
	Acc: 0.918 OSCR : 64.821 AUROC_max_val (%): 79.942 AUROC_real (%): 67.945

Epoch 92/600
157/157 - 4s - loss: 1.0839 - accuracy: 0.8860 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.891724705696106
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.675 78.161 71.888 78.790 74.231
	Acc: 0.915 OSCR : 70.115 AUROC_max_val (%): 78.161 AUROC_real (%): 73.169

Epoch 93/600
157/157 - 4s - loss: 1.0664 - accuracy: 0.8875 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8066313862800598
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 85.816 78.300 87.532 82.959
	Acc: 0.930 OSCR : 74.840 AUROC_max_val (%): 85.816 AUROC_real (%): 77.949

Epoch 94/600
157/157 - 4s - loss: 1.0615 - accuracy: 0.8902 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7672362923622131
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.525 85.332 78.212 87.302 81.507
	Acc: 0.931 OSCR : 77.303 AUROC_max_val (%): 85.332 AUROC_real (%): 80.396

Epoch 95/600
157/157 - 4s - loss: 1.0575 - accuracy: 0.8884 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9180967807769775
	accuracy: 0.9177500009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.925 78.902 72.075 80.504 74.853
	Acc: 0.918 OSCR : 70.041 AUROC_max_val (%): 78.902 AUROC_real (%): 73.199

Epoch 96/600
157/157 - 4s - loss: 1.0236 - accuracy: 0.8931 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9294698238372803
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.400 80.348 74.025 81.666 76.640
	Acc: 0.920 OSCR : 67.219 AUROC_max_val (%): 80.348 AUROC_real (%): 70.264

Epoch 97/600
157/157 - 4s - loss: 1.0507 - accuracy: 0.8899 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8817841410636902
	accuracy: 0.9202499985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 87.315 80.237 89.410 83.728
	Acc: 0.920 OSCR : 73.367 AUROC_max_val (%): 87.315 AUROC_real (%): 77.056

Epoch 98/600
157/157 - 4s - loss: 1.0640 - accuracy: 0.8889 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7391510009765625
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.350 86.600 79.212 88.533 83.539
	Acc: 0.933 OSCR : 72.483 AUROC_max_val (%): 86.600 AUROC_real (%): 75.308

Epoch 99/600
157/157 - 4s - loss: 1.0381 - accuracy: 0.8906 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7609522938728333
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.275 86.426 79.000 88.135 83.579
	Acc: 0.932 OSCR : 74.922 AUROC_max_val (%): 86.426 AUROC_real (%): 78.055

Epoch 100/600
157/157 - 4s - loss: 1.0498 - accuracy: 0.8906 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8273169994354248
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.050 84.322 77.538 86.599 80.196
	Acc: 0.926 OSCR : 73.227 AUROC_max_val (%): 84.322 AUROC_real (%): 76.423

Epoch 101/600
157/157 - 4s - loss: 1.0458 - accuracy: 0.8878 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8066537380218506
	accuracy: 0.922249972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.550 81.365 74.150 83.445 77.687
	Acc: 0.922 OSCR : 71.536 AUROC_max_val (%): 81.365 AUROC_real (%): 74.489

Epoch 102/600
157/157 - 4s - loss: 1.0131 - accuracy: 0.8945 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7588182687759399
	accuracy: 0.9294999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.375 82.354 75.538 84.292 78.487
	Acc: 0.929 OSCR : 70.257 AUROC_max_val (%): 82.354 AUROC_real (%): 72.785

Epoch 103/600
157/157 - 4s - loss: 1.0391 - accuracy: 0.8896 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9097205400466919
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.950 78.132 71.812 79.674 73.998
	Acc: 0.918 OSCR : 66.626 AUROC_max_val (%): 78.132 AUROC_real (%): 69.427

Epoch 104/600
157/157 - 4s - loss: 1.0212 - accuracy: 0.8923 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7619325518608093
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.175 84.279 77.162 86.143 80.841
	Acc: 0.930 OSCR : 74.556 AUROC_max_val (%): 84.279 AUROC_real (%): 77.439

Epoch 105/600
157/157 - 4s - loss: 1.0268 - accuracy: 0.8946 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7511648535728455
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.025 85.854 78.500 87.728 82.455
	Acc: 0.931 OSCR : 76.746 AUROC_max_val (%): 85.854 AUROC_real (%): 79.961

Epoch 106/600
157/157 - 4s - loss: 0.9964 - accuracy: 0.8942 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6971933841705322
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.175 86.103 79.163 87.967 82.967
	Acc: 0.931 OSCR : 77.706 AUROC_max_val (%): 86.103 AUROC_real (%): 80.614

Epoch 107/600
157/157 - 4s - loss: 0.9899 - accuracy: 0.8947 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8572923541069031
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.075 83.257 77.088 84.470 79.544
	Acc: 0.925 OSCR : 74.155 AUROC_max_val (%): 83.257 AUROC_real (%): 77.436

Epoch 108/600
157/157 - 4s - loss: 0.9909 - accuracy: 0.8952 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7752060890197754
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.325 84.350 76.938 85.664 81.879
	Acc: 0.931 OSCR : 70.977 AUROC_max_val (%): 84.350 AUROC_real (%): 73.766

Epoch 109/600
157/157 - 4s - loss: 0.9688 - accuracy: 0.8977 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.2096086740493774
	accuracy: 0.9020000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.475 78.702 72.862 80.958 73.849
	Acc: 0.902 OSCR : 66.879 AUROC_max_val (%): 78.702 AUROC_real (%): 71.071

Epoch 110/600
157/157 - 4s - loss: 0.9768 - accuracy: 0.8962 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7752463221549988
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.075 85.921 79.025 87.311 82.755
	Acc: 0.931 OSCR : 73.978 AUROC_max_val (%): 85.921 AUROC_real (%): 76.937

Epoch 111/600
157/157 - 4s - loss: 0.9407 - accuracy: 0.8995 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.960564374923706
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.025 76.897 70.175 77.498 74.183
	Acc: 0.920 OSCR : 63.249 AUROC_max_val (%): 76.897 AUROC_real (%): 65.887

Epoch 112/600
157/157 - 4s - loss: 0.9634 - accuracy: 0.8968 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7505943179130554
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.950 82.541 76.025 83.532 79.279
	Acc: 0.932 OSCR : 71.779 AUROC_max_val (%): 82.541 AUROC_real (%): 74.372

Epoch 113/600
157/157 - 4s - loss: 0.9359 - accuracy: 0.9016 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7472974061965942
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 86.318 79.400 87.549 83.787
	Acc: 0.934 OSCR : 76.902 AUROC_max_val (%): 86.318 AUROC_real (%): 80.083

Epoch 114/600
157/157 - 4s - loss: 0.9524 - accuracy: 0.8989 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7955092787742615
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.150 82.436 75.513 83.326 79.553
	Acc: 0.929 OSCR : 70.394 AUROC_max_val (%): 82.436 AUROC_real (%): 73.199

Epoch 115/600
157/157 - 4s - loss: 0.9744 - accuracy: 0.8968 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8625341653823853
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 82.625 75.913 83.657 79.246
	Acc: 0.924 OSCR : 72.124 AUROC_max_val (%): 82.625 AUROC_real (%): 75.362

Epoch 116/600
157/157 - 4s - loss: 0.9561 - accuracy: 0.8988 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7256641983985901
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.350 83.011 75.950 84.612 79.499
	Acc: 0.935 OSCR : 72.841 AUROC_max_val (%): 83.011 AUROC_real (%): 75.430

Epoch 117/600
157/157 - 4s - loss: 0.9255 - accuracy: 0.8999 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7771894931793213
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.925 82.114 75.237 82.936 79.029
	Acc: 0.936 OSCR : 69.888 AUROC_max_val (%): 82.114 AUROC_real (%): 72.349

Epoch 118/600
157/157 - 4s - loss: 0.9353 - accuracy: 0.9011 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6956489682197571
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.350 81.028 74.625 81.694 77.408
	Acc: 0.938 OSCR : 71.964 AUROC_max_val (%): 81.028 AUROC_real (%): 74.343

Epoch 119/600
157/157 - 4s - loss: 0.9172 - accuracy: 0.9042 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6994350552558899
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.075 85.603 78.787 87.290 82.377
	Acc: 0.937 OSCR : 75.137 AUROC_max_val (%): 85.603 AUROC_real (%): 77.857

Epoch 120/600
157/157 - 4s - loss: 0.9258 - accuracy: 0.9013 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7747645378112793
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.625 79.217 72.500 80.101 76.292
	Acc: 0.930 OSCR : 68.437 AUROC_max_val (%): 79.217 AUROC_real (%): 70.844

Epoch 121/600
157/157 - 4s - loss: 0.9148 - accuracy: 0.9024 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7646082639694214
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.550 82.371 75.825 82.985 79.473
	Acc: 0.935 OSCR : 72.200 AUROC_max_val (%): 82.371 AUROC_real (%): 74.817

Epoch 122/600
157/157 - 4s - loss: 0.9194 - accuracy: 0.9019 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7605907917022705
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.925 82.695 75.713 84.075 79.248
	Acc: 0.937 OSCR : 69.517 AUROC_max_val (%): 82.695 AUROC_real (%): 71.987

Epoch 123/600
157/157 - 4s - loss: 0.9010 - accuracy: 0.9040 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7693458199501038
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.225 81.633 74.588 82.438 79.004
	Acc: 0.935 OSCR : 68.182 AUROC_max_val (%): 81.633 AUROC_real (%): 70.647

Epoch 124/600
157/157 - 4s - loss: 0.9143 - accuracy: 0.9042 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6664010882377625
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.425 86.332 79.337 88.324 82.795
	Acc: 0.935 OSCR : 77.101 AUROC_max_val (%): 86.332 AUROC_real (%): 79.707

Epoch 125/600
157/157 - 4s - loss: 0.9033 - accuracy: 0.9057 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7612136602401733
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.775 83.401 76.212 84.231 81.005
	Acc: 0.937 OSCR : 70.767 AUROC_max_val (%): 83.401 AUROC_real (%): 73.270

Epoch 126/600
157/157 - 4s - loss: 0.9020 - accuracy: 0.9051 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8613277077674866
	accuracy: 0.9292500019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.625 73.888 68.475 74.263 70.862
	Acc: 0.929 OSCR : 59.108 AUROC_max_val (%): 73.888 AUROC_real (%): 61.282

Epoch 127/600
157/157 - 4s - loss: 0.8883 - accuracy: 0.9054 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6564855575561523
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.650 83.935 76.888 84.884 81.645
	Acc: 0.942 OSCR : 73.042 AUROC_max_val (%): 83.935 AUROC_real (%): 75.499

Epoch 128/600
157/157 - 4s - loss: 0.8993 - accuracy: 0.9040 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6906588077545166
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 82.518 75.575 84.299 79.023
	Acc: 0.936 OSCR : 72.689 AUROC_max_val (%): 82.518 AUROC_real (%): 75.098

Epoch 129/600
157/157 - 4s - loss: 0.8640 - accuracy: 0.9096 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7062162160873413
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 85.516 78.400 86.681 82.974
	Acc: 0.934 OSCR : 75.207 AUROC_max_val (%): 85.516 AUROC_real (%): 78.112

Epoch 130/600
157/157 - 4s - loss: 0.8617 - accuracy: 0.9087 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6364051103591919
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.925 82.263 75.375 83.124 79.946
	Acc: 0.944 OSCR : 72.660 AUROC_max_val (%): 82.263 AUROC_real (%): 74.914

Epoch 131/600
157/157 - 4s - loss: 0.8727 - accuracy: 0.9082 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7245954871177673
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 84.023 77.150 85.542 80.477
	Acc: 0.933 OSCR : 73.514 AUROC_max_val (%): 84.023 AUROC_real (%): 76.179

Epoch 132/600
157/157 - 4s - loss: 0.8854 - accuracy: 0.9054 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6983301639556885
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.825 85.316 77.875 86.732 82.614
	Acc: 0.940 OSCR : 73.985 AUROC_max_val (%): 85.316 AUROC_real (%): 76.498

Epoch 133/600
157/157 - 4s - loss: 0.8632 - accuracy: 0.9079 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6454399228096008
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 83.338 76.812 83.902 80.511
	Acc: 0.942 OSCR : 72.459 AUROC_max_val (%): 83.338 AUROC_real (%): 74.698

Epoch 134/600
157/157 - 4s - loss: 0.8673 - accuracy: 0.9081 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6229798793792725
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.625 85.195 78.000 86.883 81.747
	Acc: 0.944 OSCR : 77.153 AUROC_max_val (%): 85.195 AUROC_real (%): 79.489

Epoch 135/600
157/157 - 4s - loss: 0.8681 - accuracy: 0.9079 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7221553325653076
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 82.790 75.675 82.938 80.591
	Acc: 0.936 OSCR : 71.148 AUROC_max_val (%): 82.790 AUROC_real (%): 73.564

Epoch 136/600
157/157 - 4s - loss: 0.8617 - accuracy: 0.9081 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7016081809997559
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.015 77.100 85.870 80.409
	Acc: 0.936 OSCR : 71.657 AUROC_max_val (%): 84.015 AUROC_real (%): 74.108

Epoch 137/600
157/157 - 4s - loss: 0.8332 - accuracy: 0.9117 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6337330937385559
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.750 87.198 79.850 88.948 84.250
	Acc: 0.943 OSCR : 76.963 AUROC_max_val (%): 87.198 AUROC_real (%): 79.461

Epoch 138/600
157/157 - 4s - loss: 0.8397 - accuracy: 0.9125 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6064584255218506
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.725 84.449 77.225 86.063 81.381
	Acc: 0.946 OSCR : 74.503 AUROC_max_val (%): 84.449 AUROC_real (%): 76.690

Epoch 139/600
157/157 - 4s - loss: 0.8448 - accuracy: 0.9115 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6377386450767517
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.225 87.480 80.488 89.428 84.451
	Acc: 0.940 OSCR : 76.259 AUROC_max_val (%): 87.480 AUROC_real (%): 78.860

Epoch 140/600
157/157 - 4s - loss: 0.8338 - accuracy: 0.9129 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6189137697219849
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.275 84.459 77.650 85.328 81.897
	Acc: 0.946 OSCR : 73.431 AUROC_max_val (%): 84.459 AUROC_real (%): 75.648

Epoch 141/600
157/157 - 4s - loss: 0.8310 - accuracy: 0.9099 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.654553234577179
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.425 83.975 76.950 85.969 80.469
	Acc: 0.940 OSCR : 72.935 AUROC_max_val (%): 83.975 AUROC_real (%): 75.264

Epoch 142/600
157/157 - 4s - loss: 0.8376 - accuracy: 0.9101 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6713021397590637
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.275 81.080 74.325 82.203 78.107
	Acc: 0.941 OSCR : 69.923 AUROC_max_val (%): 81.080 AUROC_real (%): 72.145

Epoch 143/600
157/157 - 4s - loss: 0.8251 - accuracy: 0.9126 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6087980270385742
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.875 85.463 78.125 86.802 82.640
	Acc: 0.945 OSCR : 74.058 AUROC_max_val (%): 85.463 AUROC_real (%): 76.278

Epoch 144/600
157/157 - 4s - loss: 0.8141 - accuracy: 0.9135 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5979023575782776
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 86.771 79.412 88.163 84.099
	Acc: 0.947 OSCR : 76.393 AUROC_max_val (%): 86.771 AUROC_real (%): 78.690

Epoch 145/600
157/157 - 4s - loss: 0.8178 - accuracy: 0.9117 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6241252422332764
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.825 84.021 76.925 85.283 81.051
	Acc: 0.941 OSCR : 75.781 AUROC_max_val (%): 84.021 AUROC_real (%): 78.141

Epoch 146/600
157/157 - 4s - loss: 0.8237 - accuracy: 0.9122 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6093999743461609
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.975 87.694 80.775 89.212 84.978
	Acc: 0.944 OSCR : 77.208 AUROC_max_val (%): 87.694 AUROC_real (%): 79.710

Epoch 147/600
157/157 - 4s - loss: 0.8118 - accuracy: 0.9129 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.571707546710968
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 85.545 78.663 87.061 82.708
	Acc: 0.950 OSCR : 74.873 AUROC_max_val (%): 85.545 AUROC_real (%): 76.958

Epoch 148/600
157/157 - 4s - loss: 0.8123 - accuracy: 0.9125 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.638968288898468
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 84.514 77.400 85.228 82.395
	Acc: 0.944 OSCR : 74.409 AUROC_max_val (%): 84.514 AUROC_real (%): 76.813

Epoch 149/600
157/157 - 4s - loss: 0.8019 - accuracy: 0.9155 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6444026231765747
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 85.939 79.263 87.419 83.077
	Acc: 0.943 OSCR : 74.916 AUROC_max_val (%): 85.939 AUROC_real (%): 77.354

Epoch 150/600
157/157 - 4s - loss: 0.7941 - accuracy: 0.9155 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6009390950202942
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.975 81.775 75.225 82.361 79.125
	Acc: 0.946 OSCR : 71.938 AUROC_max_val (%): 81.775 AUROC_real (%): 73.964

Epoch 151/600
157/157 - 4s - loss: 0.7921 - accuracy: 0.9162 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5991061925888062
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.450 84.034 76.775 84.769 81.868
	Acc: 0.947 OSCR : 72.893 AUROC_max_val (%): 84.034 AUROC_real (%): 75.020

Epoch 152/600
157/157 - 4s - loss: 0.7986 - accuracy: 0.9151 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5833969116210938
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.075 86.196 78.888 87.480 83.545
	Acc: 0.949 OSCR : 76.737 AUROC_max_val (%): 86.196 AUROC_real (%): 79.014

Epoch 153/600
157/157 - 4s - loss: 0.7640 - accuracy: 0.9175 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6450309157371521
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 86.869 79.862 88.537 83.655
	Acc: 0.939 OSCR : 76.690 AUROC_max_val (%): 86.869 AUROC_real (%): 79.251

Epoch 154/600
157/157 - 4s - loss: 0.7870 - accuracy: 0.9161 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6005730628967285
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 84.946 77.875 85.684 82.614
	Acc: 0.947 OSCR : 74.615 AUROC_max_val (%): 84.946 AUROC_real (%): 76.782

Epoch 155/600
157/157 - 4s - loss: 0.7845 - accuracy: 0.9171 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5906236171722412
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.500 84.868 77.938 85.543 82.056
	Acc: 0.951 OSCR : 74.527 AUROC_max_val (%): 84.868 AUROC_real (%): 76.617

Epoch 156/600
157/157 - 4s - loss: 0.7626 - accuracy: 0.9186 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5783226490020752
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.950 84.804 77.612 85.757 81.930
	Acc: 0.950 OSCR : 74.483 AUROC_max_val (%): 84.804 AUROC_real (%): 76.531

Epoch 157/600
157/157 - 4s - loss: 0.7674 - accuracy: 0.9201 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5838950276374817
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.800 86.449 79.025 87.757 83.801
	Acc: 0.948 OSCR : 75.625 AUROC_max_val (%): 86.449 AUROC_real (%): 77.841

Epoch 158/600
157/157 - 4s - loss: 0.7824 - accuracy: 0.9160 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5843880772590637
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 85.355 78.312 86.660 82.056
	Acc: 0.949 OSCR : 75.051 AUROC_max_val (%): 85.355 AUROC_real (%): 77.188

Epoch 159/600
157/157 - 4s - loss: 0.7544 - accuracy: 0.9194 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5658706426620483
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 85.421 78.562 86.622 82.667
	Acc: 0.949 OSCR : 78.428 AUROC_max_val (%): 85.421 AUROC_real (%): 80.691

Epoch 160/600
157/157 - 4s - loss: 0.7667 - accuracy: 0.9176 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5756051540374756
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 83.942 76.788 84.934 81.702
	Acc: 0.950 OSCR : 73.168 AUROC_max_val (%): 83.942 AUROC_real (%): 75.187

Epoch 161/600
157/157 - 4s - loss: 0.7388 - accuracy: 0.9236 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6006399989128113
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.450 85.038 78.075 86.116 82.513
	Acc: 0.943 OSCR : 75.366 AUROC_max_val (%): 85.038 AUROC_real (%): 77.639

Epoch 162/600
157/157 - 4s - loss: 0.7737 - accuracy: 0.9170 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5602163672447205
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.875 85.077 78.325 86.205 82.433
	Acc: 0.950 OSCR : 76.798 AUROC_max_val (%): 85.077 AUROC_real (%): 78.944

Epoch 163/600
157/157 - 4s - loss: 0.7593 - accuracy: 0.9192 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5692189335823059
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 84.824 77.812 85.832 82.487
	Acc: 0.948 OSCR : 77.267 AUROC_max_val (%): 84.824 AUROC_real (%): 79.464

Epoch 164/600
157/157 - 4s - loss: 0.7535 - accuracy: 0.9215 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5563464164733887
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.350 86.035 78.863 87.333 83.501
	Acc: 0.949 OSCR : 75.938 AUROC_max_val (%): 86.035 AUROC_real (%): 78.055

Epoch 165/600
157/157 - 4s - loss: 0.7455 - accuracy: 0.9223 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5441572666168213
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.900 86.441 79.300 87.556 84.010
	Acc: 0.952 OSCR : 76.197 AUROC_max_val (%): 86.441 AUROC_real (%): 78.268

Epoch 166/600
157/157 - 4s - loss: 0.7169 - accuracy: 0.9238 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5725350975990295
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.125 85.527 78.425 86.825 82.931
	Acc: 0.950 OSCR : 74.129 AUROC_max_val (%): 85.527 AUROC_real (%): 76.214

Epoch 167/600
157/157 - 4s - loss: 0.7285 - accuracy: 0.9222 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6092478632926941
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 84.093 77.275 85.039 81.434
	Acc: 0.947 OSCR : 72.658 AUROC_max_val (%): 84.093 AUROC_real (%): 74.816

Epoch 168/600
157/157 - 4s - loss: 0.7374 - accuracy: 0.9211 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5635039210319519
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.525 86.703 79.412 87.875 84.433
	Acc: 0.950 OSCR : 74.884 AUROC_max_val (%): 86.703 AUROC_real (%): 77.011

Epoch 169/600
157/157 - 4s - loss: 0.7363 - accuracy: 0.9221 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5635683536529541
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 83.997 76.912 84.977 81.474
	Acc: 0.951 OSCR : 73.636 AUROC_max_val (%): 83.997 AUROC_real (%): 75.609

Epoch 170/600
157/157 - 4s - loss: 0.7213 - accuracy: 0.9226 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5806398987770081
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 84.846 77.588 86.035 82.367
	Acc: 0.949 OSCR : 74.858 AUROC_max_val (%): 84.846 AUROC_real (%): 76.995

Epoch 171/600
157/157 - 4s - loss: 0.7525 - accuracy: 0.9195 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5743738412857056
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 83.085 76.075 84.134 80.348
	Acc: 0.948 OSCR : 72.983 AUROC_max_val (%): 83.085 AUROC_real (%): 75.012

Epoch 172/600
157/157 - 4s - loss: 0.7185 - accuracy: 0.9245 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5523993372917175
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.750 85.354 78.325 86.631 82.616
	Acc: 0.949 OSCR : 75.498 AUROC_max_val (%): 85.354 AUROC_real (%): 77.604

Epoch 173/600
157/157 - 4s - loss: 0.7251 - accuracy: 0.9247 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5639098882675171
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 83.981 76.775 85.185 81.211
	Acc: 0.950 OSCR : 73.233 AUROC_max_val (%): 83.981 AUROC_real (%): 75.238

Epoch 174/600
157/157 - 4s - loss: 0.7374 - accuracy: 0.9218 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5615800023078918
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.625 83.797 77.013 85.011 80.693
	Acc: 0.947 OSCR : 74.207 AUROC_max_val (%): 83.797 AUROC_real (%): 76.229

Epoch 175/600
157/157 - 4s - loss: 0.7323 - accuracy: 0.9226 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5433120131492615
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 83.998 77.225 85.243 81.296
	Acc: 0.951 OSCR : 74.284 AUROC_max_val (%): 83.998 AUROC_real (%): 76.203

Epoch 176/600
157/157 - 4s - loss: 0.6916 - accuracy: 0.9287 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5607588887214661
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 84.488 77.400 85.546 81.989
	Acc: 0.950 OSCR : 74.085 AUROC_max_val (%): 84.488 AUROC_real (%): 76.110

Epoch 177/600
157/157 - 4s - loss: 0.6987 - accuracy: 0.9255 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5409247875213623
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.025 85.153 78.088 86.345 82.551
	Acc: 0.953 OSCR : 74.859 AUROC_max_val (%): 85.153 AUROC_real (%): 76.814

Epoch 178/600
157/157 - 4s - loss: 0.7019 - accuracy: 0.9258 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5505608916282654
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.475 85.266 78.412 86.574 82.370
	Acc: 0.951 OSCR : 74.819 AUROC_max_val (%): 85.266 AUROC_real (%): 76.840

Epoch 179/600
157/157 - 4s - loss: 0.6989 - accuracy: 0.9265 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5619136691093445
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.400 85.102 77.975 86.048 82.422
	Acc: 0.951 OSCR : 74.668 AUROC_max_val (%): 85.102 AUROC_real (%): 76.672

Epoch 180/600
157/157 - 4s - loss: 0.7152 - accuracy: 0.9233 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.548176109790802
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.525 86.093 78.900 87.382 83.488
	Acc: 0.954 OSCR : 75.270 AUROC_max_val (%): 86.093 AUROC_real (%): 77.276

Epoch 181/600
157/157 - 4s - loss: 0.7009 - accuracy: 0.9250 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5695700645446777
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 83.850 76.950 84.631 81.322
	Acc: 0.953 OSCR : 73.330 AUROC_max_val (%): 83.850 AUROC_real (%): 75.303

Epoch 182/600
157/157 - 4s - loss: 0.7130 - accuracy: 0.9251 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5396873950958252
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.950 85.563 78.400 86.826 82.975
	Acc: 0.952 OSCR : 75.834 AUROC_max_val (%): 85.563 AUROC_real (%): 77.842

Epoch 183/600
157/157 - 4s - loss: 0.7114 - accuracy: 0.9241 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5514974594116211
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.425 84.194 77.350 85.286 81.573
	Acc: 0.952 OSCR : 73.345 AUROC_max_val (%): 84.194 AUROC_real (%): 75.284

Epoch 184/600
157/157 - 4s - loss: 0.7191 - accuracy: 0.9233 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5619317293167114
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.625 83.737 76.912 84.653 81.189
	Acc: 0.951 OSCR : 73.519 AUROC_max_val (%): 83.737 AUROC_real (%): 75.492

Epoch 185/600
157/157 - 4s - loss: 0.7191 - accuracy: 0.9247 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5617678165435791
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.925 84.524 77.562 85.500 81.948
	Acc: 0.949 OSCR : 74.212 AUROC_max_val (%): 84.524 AUROC_real (%): 76.252

Epoch 186/600
157/157 - 4s - loss: 0.6981 - accuracy: 0.9257 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.552833080291748
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 84.377 77.325 85.467 81.703
	Acc: 0.951 OSCR : 74.171 AUROC_max_val (%): 84.377 AUROC_real (%): 76.170

Epoch 187/600
157/157 - 4s - loss: 0.7005 - accuracy: 0.9250 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5593152046203613
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.775 83.338 76.325 84.168 80.795
	Acc: 0.951 OSCR : 73.181 AUROC_max_val (%): 83.338 AUROC_real (%): 75.147

Epoch 188/600
157/157 - 4s - loss: 0.6761 - accuracy: 0.9276 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5665784478187561
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.375 83.315 76.325 84.119 80.623
	Acc: 0.952 OSCR : 72.783 AUROC_max_val (%): 83.315 AUROC_real (%): 74.753

Epoch 189/600
157/157 - 4s - loss: 0.7243 - accuracy: 0.9219 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5711643695831299
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.850 82.560 75.700 83.084 80.050
	Acc: 0.951 OSCR : 72.577 AUROC_max_val (%): 82.560 AUROC_real (%): 74.545

Epoch 190/600
157/157 - 4s - loss: 0.7068 - accuracy: 0.9249 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5601338148117065
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.650 83.433 76.300 84.165 80.876
	Acc: 0.953 OSCR : 72.843 AUROC_max_val (%): 83.433 AUROC_real (%): 74.785

Epoch 191/600
157/157 - 4s - loss: 0.6939 - accuracy: 0.9256 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5562993884086609
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.150 83.203 76.100 84.005 80.557
	Acc: 0.951 OSCR : 72.850 AUROC_max_val (%): 83.203 AUROC_real (%): 74.785

Epoch 192/600
157/157 - 4s - loss: 0.7087 - accuracy: 0.9257 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5502191781997681
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 83.589 76.388 84.473 80.914
	Acc: 0.953 OSCR : 73.190 AUROC_max_val (%): 83.589 AUROC_real (%): 75.103

Epoch 193/600
157/157 - 4s - loss: 0.6871 - accuracy: 0.9279 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.544823408126831
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.025 83.953 76.850 84.902 81.311
	Acc: 0.953 OSCR : 73.652 AUROC_max_val (%): 83.953 AUROC_real (%): 75.568

Epoch 194/600
157/157 - 4s - loss: 0.6919 - accuracy: 0.9282 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5443100333213806
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.525 84.084 76.850 85.040 81.487
	Acc: 0.953 OSCR : 73.749 AUROC_max_val (%): 84.084 AUROC_real (%): 75.664

Epoch 195/600
157/157 - 4s - loss: 0.6827 - accuracy: 0.9280 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5504502654075623
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 84.085 76.862 85.071 81.480
	Acc: 0.953 OSCR : 73.364 AUROC_max_val (%): 84.085 AUROC_real (%): 75.287

Epoch 196/600
157/157 - 4s - loss: 0.6944 - accuracy: 0.9286 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5494393110275269
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.925 84.130 76.950 85.100 81.541
	Acc: 0.952 OSCR : 73.538 AUROC_max_val (%): 84.130 AUROC_real (%): 75.473

Epoch 197/600
157/157 - 4s - loss: 0.6986 - accuracy: 0.9258 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5532919764518738
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.950 83.851 76.650 84.762 81.278
	Acc: 0.953 OSCR : 73.243 AUROC_max_val (%): 83.851 AUROC_real (%): 75.171

Epoch 198/600
157/157 - 4s - loss: 0.7012 - accuracy: 0.9254 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5525258183479309
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.175 83.816 76.638 84.731 81.239
	Acc: 0.953 OSCR : 73.285 AUROC_max_val (%): 83.816 AUROC_real (%): 75.210

Epoch 199/600
157/157 - 4s - loss: 0.6747 - accuracy: 0.9285 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5508061051368713
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.950 83.908 76.650 84.844 81.331
	Acc: 0.952 OSCR : 73.412 AUROC_max_val (%): 83.908 AUROC_real (%): 75.339

Epoch 200/600
157/157 - 4s - loss: 0.6873 - accuracy: 0.9279 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5509949326515198
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.525 84.011 76.775 84.937 81.446
	Acc: 0.952 OSCR : 73.512 AUROC_max_val (%): 84.011 AUROC_real (%): 75.447

Epoch 201/600
157/157 - 4s - loss: 0.7061 - accuracy: 0.9254 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5613740086555481
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.050 83.771 76.587 84.689 81.165
	Acc: 0.952 OSCR : 72.798 AUROC_max_val (%): 83.771 AUROC_real (%): 74.732

Epoch 202/600
157/157 - 4s - loss: 1.1500 - accuracy: 0.8799 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):1.01323401927948
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.850 86.077 78.925 88.209 82.818
	Acc: 0.920 OSCR : 70.436 AUROC_max_val (%): 86.077 AUROC_real (%): 74.217

Epoch 203/600
157/157 - 4s - loss: 1.1385 - accuracy: 0.8816 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9651752710342407
	accuracy: 0.9207500219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.725 83.059 76.113 83.146 80.149
	Acc: 0.921 OSCR : 69.752 AUROC_max_val (%): 83.059 AUROC_real (%): 73.251

Epoch 204/600
157/157 - 4s - loss: 1.1161 - accuracy: 0.8834 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.849956214427948
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.375 85.949 78.600 87.991 82.419
	Acc: 0.918 OSCR : 73.839 AUROC_max_val (%): 85.949 AUROC_real (%): 77.391

Epoch 205/600
157/157 - 4s - loss: 1.1356 - accuracy: 0.8801 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9686194658279419
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.125 79.866 73.263 81.344 75.830
	Acc: 0.918 OSCR : 67.838 AUROC_max_val (%): 79.866 AUROC_real (%): 71.071

Epoch 206/600
157/157 - 4s - loss: 1.1074 - accuracy: 0.8848 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.030630350112915
	accuracy: 0.9137499928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 84.941 78.075 87.069 81.292
	Acc: 0.914 OSCR : 70.703 AUROC_max_val (%): 84.941 AUROC_real (%): 74.511

Epoch 207/600
157/157 - 4s - loss: 1.0937 - accuracy: 0.8844 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8117745518684387
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.375 86.434 79.262 87.946 83.601
	Acc: 0.927 OSCR : 77.546 AUROC_max_val (%): 86.434 AUROC_real (%): 81.162

Epoch 208/600
157/157 - 4s - loss: 1.0921 - accuracy: 0.8841 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.1426756381988525
	accuracy: 0.9082499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.975 87.476 79.888 89.579 84.677
	Acc: 0.908 OSCR : 68.234 AUROC_max_val (%): 87.476 AUROC_real (%): 72.596

Epoch 209/600
157/157 - 4s - loss: 1.0787 - accuracy: 0.8873 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0506744384765625
	accuracy: 0.9125000238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.800 79.447 73.000 80.965 76.252
	Acc: 0.912 OSCR : 65.938 AUROC_max_val (%): 79.447 AUROC_real (%): 69.228

Epoch 210/600
157/157 - 4s - loss: 1.0913 - accuracy: 0.8847 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8658259510993958
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.150 86.679 79.225 87.650 84.167
	Acc: 0.930 OSCR : 74.000 AUROC_max_val (%): 86.679 AUROC_real (%): 77.404

Epoch 211/600
157/157 - 4s - loss: 1.0529 - accuracy: 0.8880 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8736268877983093
	accuracy: 0.921750009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.575 83.521 76.800 84.753 80.382
	Acc: 0.922 OSCR : 73.497 AUROC_max_val (%): 83.521 AUROC_real (%): 76.861

Epoch 212/600
157/157 - 4s - loss: 1.0559 - accuracy: 0.8906 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9424878358840942
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.325 84.609 78.362 87.594 80.040
	Acc: 0.915 OSCR : 71.945 AUROC_max_val (%): 84.609 AUROC_real (%): 75.456

Epoch 213/600
157/157 - 4s - loss: 1.0658 - accuracy: 0.8893 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.708674430847168
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 86.504 79.225 88.256 83.979
	Acc: 0.931 OSCR : 77.712 AUROC_max_val (%): 86.504 AUROC_real (%): 80.839

Epoch 214/600
157/157 - 4s - loss: 1.0822 - accuracy: 0.8862 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9121956825256348
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.600 88.004 81.150 90.065 84.204
	Acc: 0.935 OSCR : 68.831 AUROC_max_val (%): 88.004 AUROC_real (%): 71.642

Epoch 215/600
157/157 - 4s - loss: 1.0257 - accuracy: 0.8933 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9087548851966858
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.200 78.720 73.063 80.934 72.554
	Acc: 0.915 OSCR : 73.850 AUROC_max_val (%): 78.720 AUROC_real (%): 76.997

Epoch 216/600
157/157 - 4s - loss: 1.0466 - accuracy: 0.8907 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0966627597808838
	accuracy: 0.9007499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.925 82.739 76.188 85.801 77.754
	Acc: 0.901 OSCR : 68.916 AUROC_max_val (%): 82.739 AUROC_real (%): 73.154

Epoch 217/600
157/157 - 4s - loss: 1.0618 - accuracy: 0.8887 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0367631912231445
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.675 79.020 72.625 79.024 76.537
	Acc: 0.925 OSCR : 64.062 AUROC_max_val (%): 79.020 AUROC_real (%): 66.837

Epoch 218/600
157/157 - 4s - loss: 1.0371 - accuracy: 0.8925 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8598254323005676
	accuracy: 0.9182500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.175 79.403 72.588 81.682 75.567
	Acc: 0.918 OSCR : 69.167 AUROC_max_val (%): 79.403 AUROC_real (%): 72.260

Epoch 219/600
157/157 - 4s - loss: 1.0282 - accuracy: 0.8898 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8834095001220703
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 83.880 77.362 85.236 80.264
	Acc: 0.928 OSCR : 67.800 AUROC_max_val (%): 83.880 AUROC_real (%): 70.650

Epoch 220/600
157/157 - 4s - loss: 1.0382 - accuracy: 0.8910 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8072368502616882
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.225 82.970 75.788 85.044 79.631
	Acc: 0.929 OSCR : 71.260 AUROC_max_val (%): 82.970 AUROC_real (%): 74.337

Epoch 221/600
157/157 - 4s - loss: 1.0410 - accuracy: 0.8911 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.989098072052002
	accuracy: 0.9054999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.675 77.875 71.762 80.140 73.089
	Acc: 0.905 OSCR : 67.495 AUROC_max_val (%): 77.875 AUROC_real (%): 70.903

Epoch 222/600
157/157 - 4s - loss: 1.0183 - accuracy: 0.8927 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7048707604408264
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 85.390 78.050 86.116 83.102
	Acc: 0.941 OSCR : 73.806 AUROC_max_val (%): 85.390 AUROC_real (%): 76.490

Epoch 223/600
157/157 - 4s - loss: 1.0240 - accuracy: 0.8930 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8106400966644287
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.750 82.883 76.337 84.915 78.725
	Acc: 0.927 OSCR : 71.618 AUROC_max_val (%): 82.883 AUROC_real (%): 74.491

Epoch 224/600
157/157 - 4s - loss: 1.0255 - accuracy: 0.8918 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8772681355476379
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.525 82.310 75.050 83.939 79.332
	Acc: 0.930 OSCR : 67.785 AUROC_max_val (%): 82.310 AUROC_real (%): 70.435

Epoch 225/600
157/157 - 4s - loss: 0.9991 - accuracy: 0.8954 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8547794222831726
	accuracy: 0.9182500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 83.955 76.562 85.808 80.311
	Acc: 0.918 OSCR : 75.615 AUROC_max_val (%): 83.955 AUROC_real (%): 79.335

Epoch 226/600
157/157 - 4s - loss: 1.0101 - accuracy: 0.8953 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8790725469589233
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.925 80.378 73.513 83.115 76.742
	Acc: 0.915 OSCR : 69.327 AUROC_max_val (%): 80.378 AUROC_real (%): 72.422

Epoch 227/600
157/157 - 4s - loss: 0.9741 - accuracy: 0.8977 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0763152837753296
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.775 82.361 75.675 84.756 78.537
	Acc: 0.904 OSCR : 69.178 AUROC_max_val (%): 82.361 AUROC_real (%): 73.165

Epoch 228/600
157/157 - 4s - loss: 0.9875 - accuracy: 0.8961 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7061850428581238
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.025 87.499 80.375 89.023 84.819
	Acc: 0.933 OSCR : 75.807 AUROC_max_val (%): 87.499 AUROC_real (%): 78.871

Epoch 229/600
157/157 - 4s - loss: 0.9975 - accuracy: 0.8961 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.817263662815094
	accuracy: 0.9172499775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.375 80.208 74.338 82.122 76.699
	Acc: 0.917 OSCR : 73.128 AUROC_max_val (%): 80.208 AUROC_real (%): 76.226

Epoch 230/600
157/157 - 4s - loss: 0.9807 - accuracy: 0.8953 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7763724327087402
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.325 85.384 78.188 86.466 82.841
	Acc: 0.933 OSCR : 74.206 AUROC_max_val (%): 85.384 AUROC_real (%): 77.146

Epoch 231/600
157/157 - 4s - loss: 0.9535 - accuracy: 0.8996 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7250791192054749
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.200 84.910 77.900 86.295 82.064
	Acc: 0.935 OSCR : 73.187 AUROC_max_val (%): 84.910 AUROC_real (%): 75.905

Epoch 232/600
157/157 - 4s - loss: 0.9866 - accuracy: 0.8964 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.737980306148529
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.150 80.691 73.612 82.416 77.548
	Acc: 0.932 OSCR : 67.740 AUROC_max_val (%): 80.691 AUROC_real (%): 70.209

Epoch 233/600
157/157 - 4s - loss: 0.9608 - accuracy: 0.8985 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7101810574531555
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 83.642 76.650 85.163 80.682
	Acc: 0.933 OSCR : 71.689 AUROC_max_val (%): 83.642 AUROC_real (%): 74.311

Epoch 234/600
157/157 - 4s - loss: 0.9701 - accuracy: 0.8967 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8221560120582581
	accuracy: 0.922249972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.675 88.107 81.088 89.976 84.651
	Acc: 0.922 OSCR : 74.814 AUROC_max_val (%): 88.107 AUROC_real (%): 78.213

Epoch 235/600
157/157 - 4s - loss: 0.9798 - accuracy: 0.8959 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8386455774307251
	accuracy: 0.9225000143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.075 83.219 75.862 84.246 80.710
	Acc: 0.922 OSCR : 73.144 AUROC_max_val (%): 83.219 AUROC_real (%): 76.611

Epoch 236/600
157/157 - 4s - loss: 0.9654 - accuracy: 0.8991 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8822828531265259
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 84.948 77.925 87.140 81.067
	Acc: 0.936 OSCR : 70.963 AUROC_max_val (%): 84.948 AUROC_real (%): 73.924

Epoch 237/600
157/157 - 4s - loss: 0.9698 - accuracy: 0.8988 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.2086621522903442
	accuracy: 0.8945000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.125 84.820 77.938 86.836 80.964
	Acc: 0.894 OSCR : 74.321 AUROC_max_val (%): 84.820 AUROC_real (%): 79.692

Epoch 238/600
157/157 - 4s - loss: 0.9510 - accuracy: 0.8995 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6889613270759583
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.050 84.888 77.063 86.756 82.218
	Acc: 0.934 OSCR : 75.568 AUROC_max_val (%): 84.888 AUROC_real (%): 78.564

Epoch 239/600
157/157 - 4s - loss: 0.9483 - accuracy: 0.9000 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7979202270507812
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.225 84.441 77.350 86.666 81.287
	Acc: 0.943 OSCR : 66.496 AUROC_max_val (%): 84.441 AUROC_real (%): 68.678

Epoch 240/600
157/157 - 4s - loss: 0.9592 - accuracy: 0.8991 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7039884328842163
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.950 81.430 74.900 82.578 77.855
	Acc: 0.937 OSCR : 70.481 AUROC_max_val (%): 81.430 AUROC_real (%): 72.821

Epoch 241/600
157/157 - 4s - loss: 0.9742 - accuracy: 0.8974 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.662783682346344
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.575 88.482 81.163 89.953 86.128
	Acc: 0.936 OSCR : 78.568 AUROC_max_val (%): 88.482 AUROC_real (%): 81.514

Epoch 242/600
157/157 - 4s - loss: 0.9334 - accuracy: 0.9017 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7941166758537292
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.900 90.070 83.062 91.643 87.422
	Acc: 0.938 OSCR : 76.128 AUROC_max_val (%): 90.070 AUROC_real (%): 79.245

Epoch 243/600
157/157 - 4s - loss: 0.9209 - accuracy: 0.9025 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.677589476108551
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.325 86.097 79.188 86.602 84.057
	Acc: 0.940 OSCR : 76.642 AUROC_max_val (%): 86.097 AUROC_real (%): 79.507

Epoch 244/600
157/157 - 4s - loss: 0.9474 - accuracy: 0.9007 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.3609689474105835
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.725 78.144 71.950 76.805 76.668
	Acc: 0.927 OSCR : 62.652 AUROC_max_val (%): 78.144 AUROC_real (%): 65.324

Epoch 245/600
157/157 - 4s - loss: 0.9463 - accuracy: 0.9000 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.78350430727005
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.800 83.736 76.150 84.872 81.351
	Acc: 0.935 OSCR : 69.566 AUROC_max_val (%): 83.736 AUROC_real (%): 72.142

Epoch 246/600
157/157 - 4s - loss: 0.9251 - accuracy: 0.9033 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6127517819404602
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.025 86.011 79.075 86.732 83.995
	Acc: 0.944 OSCR : 80.068 AUROC_max_val (%): 86.011 AUROC_real (%): 82.836

Epoch 247/600
157/157 - 4s - loss: 0.9301 - accuracy: 0.9013 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6702526211738586
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 86.763 79.675 88.360 83.820
	Acc: 0.940 OSCR : 76.219 AUROC_max_val (%): 86.763 AUROC_real (%): 78.955

Epoch 248/600
157/157 - 4s - loss: 0.9315 - accuracy: 0.9028 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8856599926948547
	accuracy: 0.9227499961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.250 87.138 80.262 88.836 83.893
	Acc: 0.923 OSCR : 76.729 AUROC_max_val (%): 87.138 AUROC_real (%): 80.715

Epoch 249/600
157/157 - 4s - loss: 0.9157 - accuracy: 0.9033 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6465786099433899
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.600 86.863 79.400 88.020 84.146
	Acc: 0.939 OSCR : 77.710 AUROC_max_val (%): 86.863 AUROC_real (%): 80.373

Epoch 250/600
157/157 - 4s - loss: 0.9015 - accuracy: 0.9062 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8821605443954468
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.575 82.883 75.487 83.108 80.920
	Acc: 0.927 OSCR : 68.133 AUROC_max_val (%): 82.883 AUROC_real (%): 71.049

Epoch 251/600
157/157 - 4s - loss: 0.8829 - accuracy: 0.9053 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6581822037696838
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.350 86.998 79.775 88.373 84.364
	Acc: 0.940 OSCR : 77.479 AUROC_max_val (%): 86.998 AUROC_real (%): 80.164

Epoch 252/600
157/157 - 4s - loss: 0.8929 - accuracy: 0.9046 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6659073829650879
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.750 88.046 80.850 89.943 85.179
	Acc: 0.938 OSCR : 77.149 AUROC_max_val (%): 88.046 AUROC_real (%): 79.874

Epoch 253/600
157/157 - 4s - loss: 0.8916 - accuracy: 0.9061 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6311814785003662
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 85.668 78.675 87.157 82.790
	Acc: 0.938 OSCR : 74.288 AUROC_max_val (%): 85.668 AUROC_real (%): 76.889

Epoch 254/600
157/157 - 4s - loss: 0.8949 - accuracy: 0.9077 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7542106509208679
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.650 85.713 78.275 87.838 82.666
	Acc: 0.933 OSCR : 74.463 AUROC_max_val (%): 85.713 AUROC_real (%): 77.458

Epoch 255/600
157/157 - 4s - loss: 0.9063 - accuracy: 0.9050 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0109928846359253
	accuracy: 0.922249972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.525 72.571 67.350 74.223 68.829
	Acc: 0.922 OSCR : 56.049 AUROC_max_val (%): 72.571 AUROC_real (%): 58.469

Epoch 256/600
157/157 - 6s - loss: 0.8674 - accuracy: 0.9079 - 6s/epoch - 35ms/step
Test results :
	Loss (on known):0.8133980631828308
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.475 82.096 75.450 83.823 78.758
	Acc: 0.931 OSCR : 69.032 AUROC_max_val (%): 82.096 AUROC_real (%): 71.965

Epoch 257/600
157/157 - 4s - loss: 0.8994 - accuracy: 0.9058 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8569129705429077
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.950 86.866 79.663 88.084 84.674
	Acc: 0.927 OSCR : 71.772 AUROC_max_val (%): 86.866 AUROC_real (%): 75.228

Epoch 258/600
157/157 - 4s - loss: 0.8710 - accuracy: 0.9087 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.766735315322876
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.650 79.539 73.275 81.266 75.670
	Acc: 0.929 OSCR : 70.800 AUROC_max_val (%): 79.539 AUROC_real (%): 73.495

Epoch 259/600
157/157 - 4s - loss: 0.8643 - accuracy: 0.9083 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6666487455368042
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.225 84.240 77.062 86.136 81.298
	Acc: 0.940 OSCR : 70.587 AUROC_max_val (%): 84.240 AUROC_real (%): 72.968

Epoch 260/600
157/157 - 4s - loss: 0.8614 - accuracy: 0.9085 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6071845889091492
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.275 87.811 80.862 89.295 85.037
	Acc: 0.942 OSCR : 77.744 AUROC_max_val (%): 87.811 AUROC_real (%): 80.286

Epoch 261/600
157/157 - 4s - loss: 0.8636 - accuracy: 0.9072 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7632887959480286
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.075 78.223 72.162 78.355 75.393
	Acc: 0.928 OSCR : 69.354 AUROC_max_val (%): 78.223 AUROC_real (%): 71.868

Epoch 262/600
157/157 - 4s - loss: 0.8631 - accuracy: 0.9097 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6415659785270691
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 87.511 80.500 88.934 84.638
	Acc: 0.941 OSCR : 77.912 AUROC_max_val (%): 87.511 AUROC_real (%): 80.662

Epoch 263/600
157/157 - 4s - loss: 0.8795 - accuracy: 0.9072 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.74809730052948
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.450 84.346 77.525 85.561 80.990
	Acc: 0.935 OSCR : 70.253 AUROC_max_val (%): 84.346 AUROC_real (%): 72.685

Epoch 264/600
157/157 - 4s - loss: 0.8590 - accuracy: 0.9089 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7419630289077759
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.675 84.097 77.075 84.022 82.097
	Acc: 0.938 OSCR : 72.965 AUROC_max_val (%): 84.097 AUROC_real (%): 75.560

Epoch 265/600
157/157 - 4s - loss: 0.8469 - accuracy: 0.9082 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.659347653388977
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 85.998 78.375 86.968 84.281
	Acc: 0.941 OSCR : 72.215 AUROC_max_val (%): 85.998 AUROC_real (%): 74.695

Epoch 266/600
157/157 - 4s - loss: 0.8319 - accuracy: 0.9117 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6791315674781799
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.925 86.267 79.238 87.383 83.791
	Acc: 0.941 OSCR : 74.496 AUROC_max_val (%): 86.267 AUROC_real (%): 77.219

Epoch 267/600
157/157 - 4s - loss: 0.8319 - accuracy: 0.9130 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6877946257591248
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.225 88.115 80.875 88.735 86.022
	Acc: 0.940 OSCR : 77.100 AUROC_max_val (%): 88.115 AUROC_real (%): 79.928

Epoch 268/600
157/157 - 4s - loss: 0.8284 - accuracy: 0.9139 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7934392094612122
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.050 86.761 79.400 88.235 84.271
	Acc: 0.941 OSCR : 73.076 AUROC_max_val (%): 86.761 AUROC_real (%): 75.870

Epoch 269/600
157/157 - 4s - loss: 0.8383 - accuracy: 0.9123 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8038914799690247
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.950 87.750 80.550 89.068 85.485
	Acc: 0.935 OSCR : 72.590 AUROC_max_val (%): 87.750 AUROC_real (%): 75.666

Epoch 270/600
157/157 - 4s - loss: 0.8233 - accuracy: 0.9136 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6275327801704407
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 87.333 80.138 88.645 84.845
	Acc: 0.945 OSCR : 76.557 AUROC_max_val (%): 87.333 AUROC_real (%): 79.020

Epoch 271/600
157/157 - 4s - loss: 0.8447 - accuracy: 0.9115 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7479400634765625
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.125 85.004 78.125 87.013 81.357
	Acc: 0.943 OSCR : 69.645 AUROC_max_val (%): 85.004 AUROC_real (%): 72.129

Epoch 272/600
157/157 - 4s - loss: 0.8528 - accuracy: 0.9089 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6347246170043945
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 83.877 77.138 85.127 80.822
	Acc: 0.940 OSCR : 74.000 AUROC_max_val (%): 83.877 AUROC_real (%): 76.291

Epoch 273/600
157/157 - 4s - loss: 0.8049 - accuracy: 0.9171 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6392443180084229
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.650 79.349 73.175 77.876 77.580
	Acc: 0.939 OSCR : 71.448 AUROC_max_val (%): 79.349 AUROC_real (%): 73.531

Epoch 274/600
157/157 - 4s - loss: 0.8154 - accuracy: 0.9137 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7233589291572571
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.925 86.744 79.525 88.052 84.132
	Acc: 0.933 OSCR : 75.868 AUROC_max_val (%): 86.744 AUROC_real (%): 78.969

Epoch 275/600
157/157 - 4s - loss: 0.8442 - accuracy: 0.9125 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5602156519889832
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.175 85.482 77.625 86.341 83.894
	Acc: 0.947 OSCR : 77.441 AUROC_max_val (%): 85.482 AUROC_real (%): 79.773

Epoch 276/600
157/157 - 4s - loss: 0.8238 - accuracy: 0.9130 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8475740551948547
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.375 81.948 75.400 83.347 78.684
	Acc: 0.927 OSCR : 70.761 AUROC_max_val (%): 81.948 AUROC_real (%): 73.971

Epoch 277/600
157/157 - 4s - loss: 0.7955 - accuracy: 0.9170 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7780321836471558
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.475 87.033 80.150 88.748 84.291
	Acc: 0.943 OSCR : 70.107 AUROC_max_val (%): 87.033 AUROC_real (%): 72.624

Epoch 278/600
157/157 - 4s - loss: 0.7735 - accuracy: 0.9197 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6325576901435852
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.950 85.640 78.663 87.231 82.690
	Acc: 0.943 OSCR : 73.278 AUROC_max_val (%): 85.640 AUROC_real (%): 75.619

Epoch 279/600
157/157 - 4s - loss: 0.7984 - accuracy: 0.9151 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6334325075149536
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.175 84.968 77.988 86.128 82.576
	Acc: 0.941 OSCR : 76.629 AUROC_max_val (%): 84.968 AUROC_real (%): 79.264

Epoch 280/600
157/157 - 4s - loss: 0.7957 - accuracy: 0.9165 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8191466927528381
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.475 82.832 76.025 84.658 79.604
	Acc: 0.936 OSCR : 64.254 AUROC_max_val (%): 82.832 AUROC_real (%): 66.755

Epoch 281/600
157/157 - 4s - loss: 0.7806 - accuracy: 0.9175 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.0845664739608765
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.450 70.313 65.113 68.663 69.792
	Acc: 0.927 OSCR : 59.539 AUROC_max_val (%): 70.313 AUROC_real (%): 61.974

Epoch 282/600
157/157 - 4s - loss: 0.7968 - accuracy: 0.9143 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6394050121307373
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.400 88.112 80.862 89.983 85.111
	Acc: 0.941 OSCR : 76.648 AUROC_max_val (%): 88.112 AUROC_real (%): 79.392

Epoch 283/600
157/157 - 4s - loss: 0.7908 - accuracy: 0.9157 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5557798147201538
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.250 89.643 82.062 91.068 87.509
	Acc: 0.948 OSCR : 79.932 AUROC_max_val (%): 89.643 AUROC_real (%): 82.447

Epoch 284/600
157/157 - 4s - loss: 0.8039 - accuracy: 0.9161 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7373539805412292
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.475 87.603 80.562 89.170 85.195
	Acc: 0.943 OSCR : 71.696 AUROC_max_val (%): 87.603 AUROC_real (%): 74.113

Epoch 285/600
157/157 - 4s - loss: 0.7843 - accuracy: 0.9172 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5785591006278992
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.575 86.312 79.125 86.785 84.602
	Acc: 0.948 OSCR : 76.377 AUROC_max_val (%): 86.312 AUROC_real (%): 78.660

Epoch 286/600
157/157 - 4s - loss: 0.7901 - accuracy: 0.9171 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7377251982688904
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.125 86.641 79.975 88.687 82.949
	Acc: 0.935 OSCR : 74.050 AUROC_max_val (%): 86.641 AUROC_real (%): 76.913

Epoch 287/600
157/157 - 4s - loss: 0.7879 - accuracy: 0.9163 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.688278317451477
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.800 84.423 77.325 84.906 81.943
	Acc: 0.939 OSCR : 70.754 AUROC_max_val (%): 84.423 AUROC_real (%): 73.259

Epoch 288/600
157/157 - 4s - loss: 0.7438 - accuracy: 0.9221 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.576465904712677
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.975 83.719 77.113 85.422 80.399
	Acc: 0.945 OSCR : 72.452 AUROC_max_val (%): 83.719 AUROC_real (%): 74.575

Epoch 289/600
157/157 - 4s - loss: 0.7568 - accuracy: 0.9198 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6130419373512268
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.125 89.132 81.963 90.517 87.245
	Acc: 0.945 OSCR : 77.548 AUROC_max_val (%): 89.132 AUROC_real (%): 80.167

Epoch 290/600
157/157 - 4s - loss: 0.7829 - accuracy: 0.9176 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6274392008781433
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.450 86.144 78.400 87.761 83.651
	Acc: 0.946 OSCR : 72.888 AUROC_max_val (%): 86.144 AUROC_real (%): 75.143

Epoch 291/600
157/157 - 4s - loss: 0.7815 - accuracy: 0.9172 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7915604114532471
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.025 79.193 72.438 80.893 76.108
	Acc: 0.931 OSCR : 65.391 AUROC_max_val (%): 79.193 AUROC_real (%): 67.812

Epoch 292/600
157/157 - 4s - loss: 0.7377 - accuracy: 0.9220 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6137042045593262
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.700 74.294 68.787 73.366 72.360
	Acc: 0.939 OSCR : 68.147 AUROC_max_val (%): 74.294 AUROC_real (%): 69.976

Epoch 293/600
157/157 - 4s - loss: 0.7446 - accuracy: 0.9218 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6688367128372192
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.550 87.112 80.325 89.038 83.710
	Acc: 0.938 OSCR : 77.146 AUROC_max_val (%): 87.112 AUROC_real (%): 79.901

Epoch 294/600
157/157 - 4s - loss: 0.7413 - accuracy: 0.9215 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6341642737388611
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 87.227 79.862 88.263 85.148
	Acc: 0.945 OSCR : 72.980 AUROC_max_val (%): 87.227 AUROC_real (%): 75.382

Epoch 295/600
157/157 - 4s - loss: 0.7515 - accuracy: 0.9197 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6119456887245178
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.875 84.526 77.375 85.787 82.206
	Acc: 0.944 OSCR : 72.241 AUROC_max_val (%): 84.526 AUROC_real (%): 74.417

Epoch 296/600
157/157 - 4s - loss: 0.7303 - accuracy: 0.9232 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6011316776275635
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.275 87.765 80.588 89.423 85.018
	Acc: 0.945 OSCR : 80.041 AUROC_max_val (%): 87.765 AUROC_real (%): 82.702

Epoch 297/600
157/157 - 4s - loss: 0.7296 - accuracy: 0.9244 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5920508503913879
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 86.510 79.650 88.257 83.026
	Acc: 0.946 OSCR : 75.572 AUROC_max_val (%): 86.510 AUROC_real (%): 77.746

Epoch 298/600
157/157 - 4s - loss: 0.7475 - accuracy: 0.9208 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6575657725334167
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.175 85.835 78.987 87.549 82.894
	Acc: 0.942 OSCR : 72.726 AUROC_max_val (%): 85.835 AUROC_real (%): 75.189

Epoch 299/600
157/157 - 4s - loss: 0.7490 - accuracy: 0.9201 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6783707737922668
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.450 88.412 81.525 89.856 85.668
	Acc: 0.944 OSCR : 75.164 AUROC_max_val (%): 88.412 AUROC_real (%): 77.682

Epoch 300/600
157/157 - 4s - loss: 0.7062 - accuracy: 0.9251 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6285582184791565
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.650 87.054 79.963 88.752 84.207
	Acc: 0.943 OSCR : 74.328 AUROC_max_val (%): 87.054 AUROC_real (%): 76.801

Epoch 301/600
157/157 - 4s - loss: 0.7189 - accuracy: 0.9243 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5622706413269043
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.875 81.863 74.925 82.663 79.592
	Acc: 0.952 OSCR : 71.304 AUROC_max_val (%): 81.863 AUROC_real (%): 73.296

Epoch 302/600
157/157 - 4s - loss: 0.7239 - accuracy: 0.9237 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6445153951644897
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.025 81.222 74.513 82.613 78.097
	Acc: 0.942 OSCR : 69.578 AUROC_max_val (%): 81.222 AUROC_real (%): 71.819

Epoch 303/600
157/157 - 4s - loss: 0.7209 - accuracy: 0.9230 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5717418193817139
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.075 88.495 80.812 90.238 85.824
	Acc: 0.947 OSCR : 77.201 AUROC_max_val (%): 88.495 AUROC_real (%): 79.591

Epoch 304/600
157/157 - 4s - loss: 0.7004 - accuracy: 0.9245 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5484581589698792
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.075 83.184 76.300 83.707 80.561
	Acc: 0.949 OSCR : 76.013 AUROC_max_val (%): 83.184 AUROC_real (%): 78.090

Epoch 305/600
157/157 - 4s - loss: 0.6882 - accuracy: 0.9266 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6248518228530884
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.250 81.169 74.013 81.750 79.082
	Acc: 0.950 OSCR : 67.706 AUROC_max_val (%): 81.169 AUROC_real (%): 69.604

Epoch 306/600
157/157 - 4s - loss: 0.7116 - accuracy: 0.9254 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5831539630889893
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.625 87.088 79.750 88.601 84.514
	Acc: 0.945 OSCR : 78.975 AUROC_max_val (%): 87.088 AUROC_real (%): 81.396

Epoch 307/600
157/157 - 4s - loss: 0.7027 - accuracy: 0.9258 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6693757176399231
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.225 87.861 80.388 89.472 85.230
	Acc: 0.943 OSCR : 74.117 AUROC_max_val (%): 87.861 AUROC_real (%): 76.662

Epoch 308/600
157/157 - 4s - loss: 0.7144 - accuracy: 0.9225 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6309049129486084
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.350 84.872 78.088 85.642 82.431
	Acc: 0.944 OSCR : 72.814 AUROC_max_val (%): 84.872 AUROC_real (%): 75.125

Epoch 309/600
157/157 - 4s - loss: 0.6900 - accuracy: 0.9263 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.614905595779419
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.175 85.838 78.600 87.179 83.200
	Acc: 0.945 OSCR : 73.462 AUROC_max_val (%): 85.838 AUROC_real (%): 75.734

Epoch 310/600
157/157 - 4s - loss: 0.6877 - accuracy: 0.9283 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5552819967269897
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.550 86.625 79.213 88.086 84.219
	Acc: 0.952 OSCR : 76.365 AUROC_max_val (%): 86.625 AUROC_real (%): 78.514

Epoch 311/600
157/157 - 4s - loss: 0.6819 - accuracy: 0.9287 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6396372318267822
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.350 84.407 77.250 85.250 82.114
	Acc: 0.945 OSCR : 73.613 AUROC_max_val (%): 84.407 AUROC_real (%): 75.843

Epoch 312/600
157/157 - 4s - loss: 0.6870 - accuracy: 0.9269 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.58380526304245
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.425 87.090 79.488 87.996 85.634
	Acc: 0.950 OSCR : 74.350 AUROC_max_val (%): 87.090 AUROC_real (%): 76.548

Epoch 313/600
157/157 - 4s - loss: 0.7106 - accuracy: 0.9234 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5222734212875366
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.775 85.002 77.963 85.880 82.743
	Acc: 0.952 OSCR : 75.305 AUROC_max_val (%): 85.002 AUROC_real (%): 77.278

Epoch 314/600
157/157 - 4s - loss: 0.6890 - accuracy: 0.9262 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7139762043952942
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 87.241 80.750 88.626 84.349
	Acc: 0.935 OSCR : 72.773 AUROC_max_val (%): 87.241 AUROC_real (%): 75.516

Epoch 315/600
157/157 - 4s - loss: 0.6751 - accuracy: 0.9280 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5566554069519043
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.275 88.556 81.137 89.551 86.705
	Acc: 0.949 OSCR : 78.555 AUROC_max_val (%): 88.556 AUROC_real (%): 80.887

Epoch 316/600
157/157 - 4s - loss: 0.6803 - accuracy: 0.9288 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5220226645469666
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.725 88.027 80.513 89.440 85.648
	Acc: 0.950 OSCR : 76.880 AUROC_max_val (%): 88.027 AUROC_real (%): 79.020

Epoch 317/600
157/157 - 4s - loss: 0.6670 - accuracy: 0.9284 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5384262800216675
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.025 85.815 78.463 87.027 83.316
	Acc: 0.951 OSCR : 74.395 AUROC_max_val (%): 85.815 AUROC_real (%): 76.445

Epoch 318/600
157/157 - 4s - loss: 0.6746 - accuracy: 0.9263 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5134532451629639
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 88.314 80.650 89.442 86.445
	Acc: 0.954 OSCR : 75.237 AUROC_max_val (%): 88.314 AUROC_real (%): 77.295

Epoch 319/600
157/157 - 4s - loss: 0.6702 - accuracy: 0.9295 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5307945609092712
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.250 85.102 77.763 85.654 83.174
	Acc: 0.952 OSCR : 73.275 AUROC_max_val (%): 85.102 AUROC_real (%): 75.182

Epoch 320/600
157/157 - 4s - loss: 0.6652 - accuracy: 0.9314 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5531917214393616
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.450 84.456 77.700 84.785 82.229
	Acc: 0.950 OSCR : 74.279 AUROC_max_val (%): 84.456 AUROC_real (%): 76.217

Epoch 321/600
157/157 - 4s - loss: 0.6595 - accuracy: 0.9313 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5743634104728699
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 86.887 79.725 87.848 84.800
	Acc: 0.949 OSCR : 75.327 AUROC_max_val (%): 86.887 AUROC_real (%): 77.464

Epoch 322/600
157/157 - 4s - loss: 0.6554 - accuracy: 0.9311 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.641758143901825
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.025 85.775 78.675 87.007 82.911
	Acc: 0.942 OSCR : 73.445 AUROC_max_val (%): 85.775 AUROC_real (%): 75.807

Epoch 323/600
157/157 - 4s - loss: 0.6478 - accuracy: 0.9311 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.620627760887146
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.625 81.299 74.475 81.704 79.191
	Acc: 0.951 OSCR : 68.115 AUROC_max_val (%): 81.299 AUROC_real (%): 69.922

Epoch 324/600
157/157 - 4s - loss: 0.6529 - accuracy: 0.9319 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6350149512290955
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 88.331 80.825 89.650 86.550
	Acc: 0.948 OSCR : 73.486 AUROC_max_val (%): 88.331 AUROC_real (%): 75.851

Epoch 325/600
157/157 - 4s - loss: 0.6487 - accuracy: 0.9319 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5301608443260193
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.900 85.687 78.188 86.404 83.858
	Acc: 0.947 OSCR : 76.892 AUROC_max_val (%): 85.687 AUROC_real (%): 79.082

Epoch 326/600
157/157 - 4s - loss: 0.6394 - accuracy: 0.9323 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.592939555644989
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.650 80.825 74.112 81.263 78.280
	Acc: 0.945 OSCR : 70.245 AUROC_max_val (%): 80.825 AUROC_real (%): 72.228

Epoch 327/600
157/157 - 4s - loss: 0.6381 - accuracy: 0.9312 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5266923308372498
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.700 85.440 78.763 86.532 82.858
	Acc: 0.950 OSCR : 75.850 AUROC_max_val (%): 85.440 AUROC_real (%): 77.832

Epoch 328/600
157/157 - 4s - loss: 0.6537 - accuracy: 0.9303 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5721938014030457
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.475 86.178 79.050 86.939 83.907
	Acc: 0.950 OSCR : 72.609 AUROC_max_val (%): 86.178 AUROC_real (%): 74.644

Epoch 329/600
157/157 - 4s - loss: 0.6253 - accuracy: 0.9345 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5377005934715271
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.925 84.603 77.513 85.792 81.924
	Acc: 0.951 OSCR : 74.633 AUROC_max_val (%): 84.603 AUROC_real (%): 76.576

Epoch 330/600
157/157 - 4s - loss: 0.6170 - accuracy: 0.9345 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5903244018554688
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 87.129 79.913 88.228 85.040
	Acc: 0.948 OSCR : 75.557 AUROC_max_val (%): 87.129 AUROC_real (%): 77.778

Epoch 331/600
157/157 - 4s - loss: 0.6370 - accuracy: 0.9317 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5558153390884399
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.275 84.687 77.613 85.013 82.918
	Acc: 0.951 OSCR : 73.928 AUROC_max_val (%): 84.687 AUROC_real (%): 75.928

Epoch 332/600
157/157 - 4s - loss: 0.6016 - accuracy: 0.9374 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5333391427993774
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.075 82.778 76.200 82.333 81.191
	Acc: 0.950 OSCR : 74.778 AUROC_max_val (%): 82.778 AUROC_real (%): 76.748

Epoch 333/600
157/157 - 4s - loss: 0.6191 - accuracy: 0.9351 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5033544898033142
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.400 87.394 80.263 88.471 85.312
	Acc: 0.952 OSCR : 78.876 AUROC_max_val (%): 87.394 AUROC_real (%): 81.003

Epoch 334/600
157/157 - 4s - loss: 0.6144 - accuracy: 0.9342 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5256927609443665
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.675 87.906 80.775 89.227 85.567
	Acc: 0.950 OSCR : 77.010 AUROC_max_val (%): 87.906 AUROC_real (%): 79.171

Epoch 335/600
157/157 - 4s - loss: 0.6095 - accuracy: 0.9334 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5650009512901306
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.675 87.706 80.575 89.084 85.362
	Acc: 0.951 OSCR : 75.779 AUROC_max_val (%): 87.706 AUROC_real (%): 77.871

Epoch 336/600
157/157 - 4s - loss: 0.6154 - accuracy: 0.9351 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.533133327960968
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.400 87.699 80.525 88.793 85.757
	Acc: 0.954 OSCR : 75.418 AUROC_max_val (%): 87.699 AUROC_real (%): 77.401

Epoch 337/600
157/157 - 4s - loss: 0.6116 - accuracy: 0.9351 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5346992015838623
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 87.235 79.875 88.222 85.209
	Acc: 0.950 OSCR : 76.253 AUROC_max_val (%): 87.235 AUROC_real (%): 78.379

Epoch 338/600
157/157 - 4s - loss: 0.5918 - accuracy: 0.9366 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5228382349014282
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.050 85.891 78.575 86.526 83.849
	Acc: 0.955 OSCR : 75.488 AUROC_max_val (%): 85.891 AUROC_real (%): 77.493

Epoch 339/600
157/157 - 4s - loss: 0.6042 - accuracy: 0.9353 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5173538327217102
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.725 87.302 80.150 88.067 85.294
	Acc: 0.953 OSCR : 76.560 AUROC_max_val (%): 87.302 AUROC_real (%): 78.595

Epoch 340/600
157/157 - 4s - loss: 0.6136 - accuracy: 0.9357 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5322086811065674
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.675 84.706 77.563 85.225 82.520
	Acc: 0.953 OSCR : 72.084 AUROC_max_val (%): 84.706 AUROC_real (%): 73.951

Epoch 341/600
157/157 - 4s - loss: 0.5969 - accuracy: 0.9366 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5649637579917908
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.650 84.857 77.938 85.677 82.484
	Acc: 0.952 OSCR : 69.928 AUROC_max_val (%): 84.857 AUROC_real (%): 71.771

Epoch 342/600
157/157 - 4s - loss: 0.6037 - accuracy: 0.9355 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5376811027526855
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 83.658 76.200 84.268 81.801
	Acc: 0.955 OSCR : 71.267 AUROC_max_val (%): 83.658 AUROC_real (%): 73.170

Epoch 343/600
157/157 - 4s - loss: 0.5924 - accuracy: 0.9372 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.541823148727417
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.125 87.103 79.962 88.281 84.702
	Acc: 0.950 OSCR : 73.615 AUROC_max_val (%): 87.103 AUROC_real (%): 75.584

Epoch 344/600
157/157 - 4s - loss: 0.5781 - accuracy: 0.9383 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5335211157798767
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.075 85.658 78.575 86.356 83.644
	Acc: 0.950 OSCR : 74.158 AUROC_max_val (%): 85.658 AUROC_real (%): 76.167

Epoch 345/600
157/157 - 4s - loss: 0.5782 - accuracy: 0.9399 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5657444596290588
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.800 86.059 78.637 86.861 84.069
	Acc: 0.950 OSCR : 73.994 AUROC_max_val (%): 86.059 AUROC_real (%): 76.150

Epoch 346/600
157/157 - 4s - loss: 0.5887 - accuracy: 0.9381 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5691933631896973
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.500 87.978 80.900 89.026 85.672
	Acc: 0.950 OSCR : 74.440 AUROC_max_val (%): 87.978 AUROC_real (%): 76.578

Epoch 347/600
157/157 - 4s - loss: 0.5887 - accuracy: 0.9354 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5246260166168213
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.650 87.411 80.225 88.135 85.290
	Acc: 0.953 OSCR : 77.174 AUROC_max_val (%): 87.411 AUROC_real (%): 79.300

Epoch 348/600
157/157 - 4s - loss: 0.5908 - accuracy: 0.9387 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49114343523979187
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.375 87.052 80.088 87.817 84.876
	Acc: 0.957 OSCR : 76.490 AUROC_max_val (%): 87.052 AUROC_real (%): 78.376

Epoch 349/600
157/157 - 4s - loss: 0.6127 - accuracy: 0.9358 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5590587854385376
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.225 87.004 79.738 87.820 84.848
	Acc: 0.950 OSCR : 74.186 AUROC_max_val (%): 87.004 AUROC_real (%): 76.270

Epoch 350/600
157/157 - 4s - loss: 0.5680 - accuracy: 0.9398 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.516185462474823
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.975 86.403 79.237 86.687 84.730
	Acc: 0.952 OSCR : 76.272 AUROC_max_val (%): 86.403 AUROC_real (%): 78.361

Epoch 351/600
157/157 - 4s - loss: 0.5757 - accuracy: 0.9395 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5067692995071411
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 85.977 78.600 86.115 84.406
	Acc: 0.953 OSCR : 75.454 AUROC_max_val (%): 85.977 AUROC_real (%): 77.421

Epoch 352/600
157/157 - 4s - loss: 0.5756 - accuracy: 0.9379 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5028351545333862
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.025 86.576 79.575 86.943 85.033
	Acc: 0.956 OSCR : 75.493 AUROC_max_val (%): 86.576 AUROC_real (%): 77.510

Epoch 353/600
157/157 - 4s - loss: 0.5735 - accuracy: 0.9402 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5135388970375061
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.925 85.871 78.800 86.228 84.106
	Acc: 0.955 OSCR : 74.959 AUROC_max_val (%): 85.871 AUROC_real (%): 76.925

Epoch 354/600
157/157 - 4s - loss: 0.5669 - accuracy: 0.9402 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5141396522521973
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.025 84.826 77.787 85.063 83.005
	Acc: 0.957 OSCR : 74.585 AUROC_max_val (%): 84.826 AUROC_real (%): 76.501

Epoch 355/600
157/157 - 4s - loss: 0.5580 - accuracy: 0.9395 - 4s/epoch - 27ms/step
Test results :
	Loss (on known):0.490934282541275
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.525 84.403 77.388 84.736 82.334
	Acc: 0.955 OSCR : 75.430 AUROC_max_val (%): 84.403 AUROC_real (%): 77.294

Epoch 356/600
157/157 - 4s - loss: 0.5654 - accuracy: 0.9408 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49255624413490295
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.350 85.335 78.275 85.802 83.261
	Acc: 0.955 OSCR : 74.621 AUROC_max_val (%): 85.335 AUROC_real (%): 76.457

Epoch 357/600
157/157 - 4s - loss: 0.5766 - accuracy: 0.9373 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5057138800621033
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.650 83.867 76.913 83.449 82.244
	Acc: 0.956 OSCR : 71.800 AUROC_max_val (%): 83.867 AUROC_real (%): 73.586

Epoch 358/600
157/157 - 4s - loss: 0.5597 - accuracy: 0.9413 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.488383948802948
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.950 85.320 77.987 85.864 83.343
	Acc: 0.954 OSCR : 75.599 AUROC_max_val (%): 85.320 AUROC_real (%): 77.497

Epoch 359/600
157/157 - 4s - loss: 0.5705 - accuracy: 0.9379 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48789477348327637
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.075 86.700 79.575 87.736 84.420
	Acc: 0.956 OSCR : 74.751 AUROC_max_val (%): 86.700 AUROC_real (%): 76.558

Epoch 360/600
157/157 - 4s - loss: 0.5571 - accuracy: 0.9398 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.47181007266044617
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.775 86.904 79.862 87.757 84.771
	Acc: 0.956 OSCR : 76.668 AUROC_max_val (%): 86.904 AUROC_real (%): 78.493

Epoch 361/600
157/157 - 4s - loss: 0.5562 - accuracy: 0.9399 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4880133271217346
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.650 85.973 78.750 86.463 84.050
	Acc: 0.956 OSCR : 73.027 AUROC_max_val (%): 85.973 AUROC_real (%): 74.803

Epoch 362/600
157/157 - 4s - loss: 0.5375 - accuracy: 0.9433 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.492261677980423
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.125 85.061 78.050 85.274 83.313
	Acc: 0.955 OSCR : 74.243 AUROC_max_val (%): 85.061 AUROC_real (%): 76.059

Epoch 363/600
157/157 - 4s - loss: 0.5552 - accuracy: 0.9413 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4973134696483612
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 85.454 77.950 86.228 83.552
	Acc: 0.956 OSCR : 73.409 AUROC_max_val (%): 85.454 AUROC_real (%): 75.210

Epoch 364/600
157/157 - 4s - loss: 0.5598 - accuracy: 0.9410 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4782760441303253
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.325 85.520 78.338 86.155 83.699
	Acc: 0.956 OSCR : 75.477 AUROC_max_val (%): 85.520 AUROC_real (%): 77.274

Epoch 365/600
157/157 - 4s - loss: 0.5521 - accuracy: 0.9416 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5017368197441101
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.750 85.589 78.450 85.786 84.111
	Acc: 0.958 OSCR : 73.507 AUROC_max_val (%): 85.589 AUROC_real (%): 75.347

Epoch 366/600
157/157 - 4s - loss: 0.5572 - accuracy: 0.9416 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.488391637802124
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 86.663 79.550 87.309 84.869
	Acc: 0.956 OSCR : 75.977 AUROC_max_val (%): 86.663 AUROC_real (%): 77.851

Epoch 367/600
157/157 - 4s - loss: 0.5440 - accuracy: 0.9433 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49241918325424194
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.575 86.713 79.513 87.100 85.136
	Acc: 0.957 OSCR : 74.357 AUROC_max_val (%): 86.713 AUROC_real (%): 76.195

Epoch 368/600
157/157 - 4s - loss: 0.5440 - accuracy: 0.9431 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49913811683654785
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.700 85.962 78.600 86.439 84.217
	Acc: 0.955 OSCR : 74.390 AUROC_max_val (%): 85.962 AUROC_real (%): 76.279

Epoch 369/600
157/157 - 4s - loss: 0.5335 - accuracy: 0.9431 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.499531626701355
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.650 87.064 79.713 87.739 85.366
	Acc: 0.953 OSCR : 75.004 AUROC_max_val (%): 87.064 AUROC_real (%): 76.953

Epoch 370/600
157/157 - 4s - loss: 0.5330 - accuracy: 0.9441 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4962122142314911
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.375 87.171 79.700 87.834 85.456
	Acc: 0.955 OSCR : 74.945 AUROC_max_val (%): 87.171 AUROC_real (%): 76.852

Epoch 371/600
157/157 - 4s - loss: 0.5388 - accuracy: 0.9412 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5137156248092651
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.975 87.262 80.163 87.821 85.834
	Acc: 0.957 OSCR : 73.403 AUROC_max_val (%): 87.262 AUROC_real (%): 75.322

Epoch 372/600
157/157 - 4s - loss: 0.5293 - accuracy: 0.9440 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5007618069648743
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.075 86.010 78.825 86.517 84.319
	Acc: 0.955 OSCR : 74.444 AUROC_max_val (%): 86.010 AUROC_real (%): 76.309

Epoch 373/600
157/157 - 4s - loss: 0.5445 - accuracy: 0.9420 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4888617992401123
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.125 86.965 79.738 87.608 85.186
	Acc: 0.955 OSCR : 75.428 AUROC_max_val (%): 86.965 AUROC_real (%): 77.317

Epoch 374/600
157/157 - 4s - loss: 0.5496 - accuracy: 0.9409 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4868908226490021
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.525 85.254 78.062 85.802 83.432
	Acc: 0.955 OSCR : 74.542 AUROC_max_val (%): 85.254 AUROC_real (%): 76.349

Epoch 375/600
157/157 - 4s - loss: 0.5345 - accuracy: 0.9431 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4834911525249481
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.125 85.456 78.088 85.875 83.638
	Acc: 0.956 OSCR : 74.715 AUROC_max_val (%): 85.456 AUROC_real (%): 76.527

Epoch 376/600
157/157 - 4s - loss: 0.5313 - accuracy: 0.9444 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48420819640159607
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.650 84.866 77.862 85.008 83.180
	Acc: 0.956 OSCR : 74.418 AUROC_max_val (%): 84.866 AUROC_real (%): 76.204

Epoch 377/600
157/157 - 4s - loss: 0.5279 - accuracy: 0.9447 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4936492443084717
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.975 85.276 78.050 85.638 83.463
	Acc: 0.953 OSCR : 74.044 AUROC_max_val (%): 85.276 AUROC_real (%): 75.872

Epoch 378/600
157/157 - 4s - loss: 0.5258 - accuracy: 0.9436 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4897472858428955
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.225 85.195 77.838 85.424 83.411
	Acc: 0.954 OSCR : 74.312 AUROC_max_val (%): 85.195 AUROC_real (%): 76.135

Epoch 379/600
157/157 - 4s - loss: 0.5267 - accuracy: 0.9446 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5095617175102234
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.325 86.371 79.262 87.001 84.602
	Acc: 0.957 OSCR : 73.778 AUROC_max_val (%): 86.371 AUROC_real (%): 75.651

Epoch 380/600
157/157 - 4s - loss: 0.5363 - accuracy: 0.9427 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48519471287727356
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 86.301 79.100 86.925 84.434
	Acc: 0.957 OSCR : 74.940 AUROC_max_val (%): 86.301 AUROC_real (%): 76.770

Epoch 381/600
157/157 - 4s - loss: 0.5281 - accuracy: 0.9440 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49505046010017395
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.825 85.479 78.237 85.906 83.626
	Acc: 0.956 OSCR : 74.721 AUROC_max_val (%): 85.479 AUROC_real (%): 76.592

Epoch 382/600
157/157 - 4s - loss: 0.5219 - accuracy: 0.9449 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49167168140411377
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.950 85.783 78.412 86.252 83.942
	Acc: 0.957 OSCR : 74.956 AUROC_max_val (%): 85.783 AUROC_real (%): 76.820

Epoch 383/600
157/157 - 4s - loss: 0.5105 - accuracy: 0.9456 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4921167492866516
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.850 85.075 77.888 85.170 83.486
	Acc: 0.956 OSCR : 74.226 AUROC_max_val (%): 85.075 AUROC_real (%): 76.080

Epoch 384/600
157/157 - 4s - loss: 0.5275 - accuracy: 0.9441 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49085384607315063
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.425 85.137 77.963 85.268 83.580
	Acc: 0.955 OSCR : 74.878 AUROC_max_val (%): 85.137 AUROC_real (%): 76.762

Epoch 385/600
157/157 - 4s - loss: 0.5279 - accuracy: 0.9443 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4847971200942993
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.050 85.794 78.650 86.183 84.126
	Acc: 0.955 OSCR : 75.657 AUROC_max_val (%): 85.794 AUROC_real (%): 77.544

Epoch 386/600
157/157 - 4s - loss: 0.5160 - accuracy: 0.9455 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48597708344459534
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.325 85.119 77.888 85.288 83.539
	Acc: 0.956 OSCR : 74.819 AUROC_max_val (%): 85.119 AUROC_real (%): 76.669

Epoch 387/600
157/157 - 4s - loss: 0.5236 - accuracy: 0.9453 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.484249085187912
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.750 85.431 78.337 85.722 83.808
	Acc: 0.956 OSCR : 75.016 AUROC_max_val (%): 85.431 AUROC_real (%): 76.858

Epoch 388/600
157/157 - 4s - loss: 0.5329 - accuracy: 0.9437 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48323559761047363
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.496 78.200 85.784 83.790
	Acc: 0.957 OSCR : 75.032 AUROC_max_val (%): 85.496 AUROC_real (%): 76.866

Epoch 389/600
157/157 - 4s - loss: 0.5387 - accuracy: 0.9438 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.484872043132782
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.925 85.529 78.263 85.765 83.919
	Acc: 0.957 OSCR : 74.661 AUROC_max_val (%): 85.529 AUROC_real (%): 76.485

Epoch 390/600
157/157 - 4s - loss: 0.5149 - accuracy: 0.9453 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4880933165550232
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.350 85.211 77.963 85.403 83.645
	Acc: 0.957 OSCR : 74.284 AUROC_max_val (%): 85.211 AUROC_real (%): 76.103

Epoch 391/600
157/157 - 4s - loss: 0.5429 - accuracy: 0.9423 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4845244884490967
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 85.430 78.075 85.676 83.847
	Acc: 0.958 OSCR : 74.603 AUROC_max_val (%): 85.430 AUROC_real (%): 76.427

Epoch 392/600
157/157 - 4s - loss: 0.5113 - accuracy: 0.9450 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48457491397857666
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.850 85.048 77.688 85.171 83.525
	Acc: 0.957 OSCR : 74.374 AUROC_max_val (%): 85.048 AUROC_real (%): 76.187

Epoch 393/600
157/157 - 4s - loss: 0.5181 - accuracy: 0.9445 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48570361733436584
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.950 85.099 77.812 85.298 83.456
	Acc: 0.957 OSCR : 74.470 AUROC_max_val (%): 85.099 AUROC_real (%): 76.287

Epoch 394/600
157/157 - 4s - loss: 0.5352 - accuracy: 0.9423 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48987331986427307
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.825 85.078 77.812 85.306 83.374
	Acc: 0.956 OSCR : 74.112 AUROC_max_val (%): 85.078 AUROC_real (%): 75.931

Epoch 395/600
157/157 - 4s - loss: 0.5204 - accuracy: 0.9456 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48279574513435364
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.250 85.113 77.838 85.331 83.418
	Acc: 0.956 OSCR : 74.398 AUROC_max_val (%): 85.113 AUROC_real (%): 76.203

Epoch 396/600
157/157 - 4s - loss: 0.5308 - accuracy: 0.9435 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4818519353866577
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 85.223 77.938 85.479 83.523
	Acc: 0.957 OSCR : 74.689 AUROC_max_val (%): 85.223 AUROC_real (%): 76.501

Epoch 397/600
157/157 - 4s - loss: 0.5249 - accuracy: 0.9441 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4809465706348419
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.175 85.299 78.000 85.548 83.641
	Acc: 0.956 OSCR : 74.690 AUROC_max_val (%): 85.299 AUROC_real (%): 76.507

Epoch 398/600
157/157 - 4s - loss: 0.5314 - accuracy: 0.9437 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4840658903121948
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.600 85.190 77.888 85.433 83.521
	Acc: 0.956 OSCR : 74.441 AUROC_max_val (%): 85.190 AUROC_real (%): 76.254

Epoch 399/600
157/157 - 4s - loss: 0.5146 - accuracy: 0.9448 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.47918590903282166
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.950 85.406 78.175 85.692 83.751
	Acc: 0.957 OSCR : 74.857 AUROC_max_val (%): 85.406 AUROC_real (%): 76.664

Epoch 400/600
157/157 - 4s - loss: 0.5246 - accuracy: 0.9450 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48257678747177124
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.125 85.177 77.862 85.412 83.526
	Acc: 0.957 OSCR : 74.510 AUROC_max_val (%): 85.177 AUROC_real (%): 76.319

Epoch 401/600
157/157 - 4s - loss: 0.5287 - accuracy: 0.9437 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4853217601776123
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.450 85.015 77.662 85.208 83.366
	Acc: 0.957 OSCR : 74.266 AUROC_max_val (%): 85.015 AUROC_real (%): 76.075

Epoch 402/600
157/157 - 4s - loss: 0.8133 - accuracy: 0.9150 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8008430004119873
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.250 84.198 77.463 84.858 81.589
	Acc: 0.933 OSCR : 70.511 AUROC_max_val (%): 84.198 AUROC_real (%): 73.328

Epoch 403/600
157/157 - 4s - loss: 0.8557 - accuracy: 0.9110 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7587344646453857
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.825 82.437 75.350 82.965 80.584
	Acc: 0.930 OSCR : 70.252 AUROC_max_val (%): 82.437 AUROC_real (%): 73.156

Epoch 404/600
157/157 - 4s - loss: 0.8364 - accuracy: 0.9136 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6900686025619507
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.825 87.916 80.838 89.158 85.278
	Acc: 0.938 OSCR : 75.778 AUROC_max_val (%): 87.916 AUROC_real (%): 78.589

Epoch 405/600
157/157 - 4s - loss: 0.8557 - accuracy: 0.9112 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7702137231826782
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.250 83.541 76.862 85.779 79.606
	Acc: 0.930 OSCR : 68.034 AUROC_max_val (%): 83.541 AUROC_real (%): 70.671

Epoch 406/600
157/157 - 4s - loss: 0.8353 - accuracy: 0.9122 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7222535014152527
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.275 83.449 77.000 84.171 80.270
	Acc: 0.944 OSCR : 69.763 AUROC_max_val (%): 83.449 AUROC_real (%): 72.083

Epoch 407/600
157/157 - 4s - loss: 0.8503 - accuracy: 0.9101 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.789456844329834
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.825 87.009 80.037 88.248 84.437
	Acc: 0.940 OSCR : 68.561 AUROC_max_val (%): 87.009 AUROC_real (%): 71.084

Epoch 408/600
157/157 - 4s - loss: 0.8324 - accuracy: 0.9136 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):1.2059035301208496
	accuracy: 0.9254999756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.750 84.664 77.400 86.556 81.826
	Acc: 0.925 OSCR : 61.158 AUROC_max_val (%): 84.664 AUROC_real (%): 64.283

Epoch 409/600
157/157 - 4s - loss: 0.8349 - accuracy: 0.9115 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8254781365394592
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.800 79.676 72.850 79.060 78.459
	Acc: 0.932 OSCR : 68.731 AUROC_max_val (%): 79.676 AUROC_real (%): 71.447

Epoch 410/600
157/157 - 4s - loss: 0.8288 - accuracy: 0.9112 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7186876535415649
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.550 81.969 75.188 81.236 80.452
	Acc: 0.941 OSCR : 71.751 AUROC_max_val (%): 81.969 AUROC_real (%): 74.229

Epoch 411/600
157/157 - 4s - loss: 0.8251 - accuracy: 0.9122 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.759914219379425
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 82.692 75.700 83.558 80.050
	Acc: 0.935 OSCR : 67.624 AUROC_max_val (%): 82.692 AUROC_real (%): 70.098

Epoch 412/600
157/157 - 4s - loss: 0.8328 - accuracy: 0.9132 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6027715802192688
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.675 82.305 75.900 82.970 79.395
	Acc: 0.944 OSCR : 74.523 AUROC_max_val (%): 82.305 AUROC_real (%): 76.737

Epoch 413/600
157/157 - 4s - loss: 0.8286 - accuracy: 0.9122 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6921659708023071
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.975 83.134 76.463 83.849 80.139
	Acc: 0.939 OSCR : 72.603 AUROC_max_val (%): 83.134 AUROC_real (%): 75.090

Epoch 414/600
157/157 - 4s - loss: 0.7961 - accuracy: 0.9160 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8284717798233032
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.050 79.257 73.200 79.058 76.609
	Acc: 0.932 OSCR : 70.396 AUROC_max_val (%): 79.257 AUROC_real (%): 73.104

Epoch 415/600
157/157 - 4s - loss: 0.8267 - accuracy: 0.9106 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5798014998435974
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.075 80.390 74.225 81.528 76.662
	Acc: 0.948 OSCR : 74.274 AUROC_max_val (%): 80.390 AUROC_real (%): 76.385

Epoch 416/600
157/157 - 4s - loss: 0.8335 - accuracy: 0.9128 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7706164717674255
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.875 85.991 79.025 87.230 83.314
	Acc: 0.923 OSCR : 79.029 AUROC_max_val (%): 85.991 AUROC_real (%): 82.607

Epoch 417/600
157/157 - 4s - loss: 0.8003 - accuracy: 0.9166 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8731599450111389
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.075 84.458 77.938 84.799 81.327
	Acc: 0.931 OSCR : 71.219 AUROC_max_val (%): 84.458 AUROC_real (%): 74.311

Epoch 418/600
157/157 - 4s - loss: 0.8092 - accuracy: 0.9143 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7216615080833435
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.850 84.457 77.700 85.150 82.160
	Acc: 0.938 OSCR : 73.627 AUROC_max_val (%): 84.457 AUROC_real (%): 76.377

Epoch 419/600
157/157 - 4s - loss: 0.8048 - accuracy: 0.9156 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7569321393966675
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.475 87.609 80.475 88.930 85.462
	Acc: 0.944 OSCR : 70.654 AUROC_max_val (%): 87.609 AUROC_real (%): 73.173

Epoch 420/600
157/157 - 4s - loss: 0.7924 - accuracy: 0.9161 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.9962759017944336
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.650 73.542 67.438 75.419 69.745
	Acc: 0.933 OSCR : 52.714 AUROC_max_val (%): 73.542 AUROC_real (%): 54.871

Epoch 421/600
157/157 - 4s - loss: 0.8308 - accuracy: 0.9123 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7124022245407104
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 80.736 73.963 81.189 78.059
	Acc: 0.943 OSCR : 70.268 AUROC_max_val (%): 80.736 AUROC_real (%): 72.528

Epoch 422/600
157/157 - 4s - loss: 0.8090 - accuracy: 0.9131 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6106648445129395
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.375 84.871 77.862 86.206 82.082
	Acc: 0.943 OSCR : 72.583 AUROC_max_val (%): 84.871 AUROC_real (%): 74.762

Epoch 423/600
157/157 - 4s - loss: 0.8300 - accuracy: 0.9143 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7563618421554565
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.475 84.695 77.712 85.796 81.593
	Acc: 0.932 OSCR : 71.631 AUROC_max_val (%): 84.695 AUROC_real (%): 74.328

Epoch 424/600
157/157 - 4s - loss: 0.8139 - accuracy: 0.9146 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8015068173408508
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.625 78.316 72.225 80.693 73.904
	Acc: 0.928 OSCR : 65.917 AUROC_max_val (%): 78.316 AUROC_real (%): 68.371

Epoch 425/600
157/157 - 4s - loss: 0.7796 - accuracy: 0.9165 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6757879853248596
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.425 84.479 77.587 84.723 82.351
	Acc: 0.943 OSCR : 72.470 AUROC_max_val (%): 84.479 AUROC_real (%): 74.820

Epoch 426/600
157/157 - 4s - loss: 0.7998 - accuracy: 0.9143 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.73279869556427
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.275 85.641 78.688 86.273 83.784
	Acc: 0.942 OSCR : 73.738 AUROC_max_val (%): 85.641 AUROC_real (%): 76.481

Epoch 427/600
157/157 - 4s - loss: 0.7774 - accuracy: 0.9180 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5511375665664673
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.425 86.240 78.688 87.351 83.908
	Acc: 0.946 OSCR : 78.258 AUROC_max_val (%): 86.240 AUROC_real (%): 80.563

Epoch 428/600
157/157 - 4s - loss: 0.8135 - accuracy: 0.9139 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5396407246589661
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.075 88.692 81.475 90.275 86.343
	Acc: 0.948 OSCR : 80.669 AUROC_max_val (%): 88.692 AUROC_real (%): 83.072

Epoch 429/600
157/157 - 4s - loss: 0.7703 - accuracy: 0.9183 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6927146315574646
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 79.628 73.125 79.348 78.069
	Acc: 0.939 OSCR : 71.029 AUROC_max_val (%): 79.628 AUROC_real (%): 73.494

Epoch 430/600
157/157 - 4s - loss: 0.7761 - accuracy: 0.9187 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6814336180686951
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.175 85.730 78.400 86.577 83.670
	Acc: 0.942 OSCR : 74.685 AUROC_max_val (%): 85.730 AUROC_real (%): 77.328

Epoch 431/600
157/157 - 4s - loss: 0.7653 - accuracy: 0.9204 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5475677251815796
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.525 80.449 73.625 80.013 78.835
	Acc: 0.951 OSCR : 72.734 AUROC_max_val (%): 80.449 AUROC_real (%): 74.577

Epoch 432/600
157/157 - 4s - loss: 0.7821 - accuracy: 0.9183 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6574026346206665
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.075 86.123 78.938 87.245 83.850
	Acc: 0.940 OSCR : 76.605 AUROC_max_val (%): 86.123 AUROC_real (%): 79.341

Epoch 433/600
157/157 - 4s - loss: 0.7698 - accuracy: 0.9172 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5930184721946716
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 84.906 77.888 85.421 82.075
	Acc: 0.946 OSCR : 79.454 AUROC_max_val (%): 84.906 AUROC_real (%): 81.859

Epoch 434/600
157/157 - 4s - loss: 0.7787 - accuracy: 0.9178 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6614383459091187
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.475 86.098 78.838 87.684 83.428
	Acc: 0.947 OSCR : 70.786 AUROC_max_val (%): 86.098 AUROC_real (%): 73.029

Epoch 435/600
157/157 - 4s - loss: 0.7706 - accuracy: 0.9184 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5854498744010925
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.350 86.200 79.050 87.346 83.555
	Acc: 0.944 OSCR : 76.971 AUROC_max_val (%): 86.200 AUROC_real (%): 79.368

Epoch 436/600
157/157 - 4s - loss: 0.7636 - accuracy: 0.9215 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7906953692436218
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.250 82.384 74.725 83.168 80.306
	Acc: 0.942 OSCR : 63.137 AUROC_max_val (%): 82.384 AUROC_real (%): 65.374

Epoch 437/600
157/157 - 4s - loss: 0.7654 - accuracy: 0.9196 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5607510209083557
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.325 88.155 80.837 88.788 86.413
	Acc: 0.947 OSCR : 79.274 AUROC_max_val (%): 88.155 AUROC_real (%): 81.646

Epoch 438/600
157/157 - 4s - loss: 0.7717 - accuracy: 0.9179 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6734142899513245
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.425 81.317 74.025 82.971 78.218
	Acc: 0.942 OSCR : 67.629 AUROC_max_val (%): 81.317 AUROC_real (%): 69.875

Epoch 439/600
157/157 - 4s - loss: 0.7488 - accuracy: 0.9216 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7373784780502319
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 84.920 77.625 86.188 82.040
	Acc: 0.936 OSCR : 71.366 AUROC_max_val (%): 84.920 AUROC_real (%): 73.957

Epoch 440/600
157/157 - 4s - loss: 0.7487 - accuracy: 0.9208 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6907538175582886
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.775 84.130 77.550 85.303 81.413
	Acc: 0.944 OSCR : 67.481 AUROC_max_val (%): 84.130 AUROC_real (%): 69.788

Epoch 441/600
157/157 - 4s - loss: 0.7394 - accuracy: 0.9203 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6447363495826721
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.950 81.536 74.638 81.423 79.427
	Acc: 0.940 OSCR : 71.172 AUROC_max_val (%): 81.536 AUROC_real (%): 73.458

Epoch 442/600
157/157 - 4s - loss: 0.7644 - accuracy: 0.9200 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6691666841506958
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.575 86.571 79.613 87.372 84.139
	Acc: 0.935 OSCR : 74.997 AUROC_max_val (%): 86.571 AUROC_real (%): 77.851

Epoch 443/600
157/157 - 4s - loss: 0.7204 - accuracy: 0.9242 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6068708300590515
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.275 82.444 75.862 83.164 79.248
	Acc: 0.944 OSCR : 73.837 AUROC_max_val (%): 82.444 AUROC_real (%): 76.028

Epoch 444/600
157/157 - 4s - loss: 0.7358 - accuracy: 0.9220 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6257889866828918
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.175 87.656 80.487 89.109 85.252
	Acc: 0.945 OSCR : 74.470 AUROC_max_val (%): 87.656 AUROC_real (%): 76.889

Epoch 445/600
157/157 - 4s - loss: 0.7435 - accuracy: 0.9210 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6467604637145996
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.575 85.247 78.362 85.750 82.853
	Acc: 0.941 OSCR : 78.759 AUROC_max_val (%): 85.247 AUROC_real (%): 81.318

Epoch 446/600
157/157 - 4s - loss: 0.7296 - accuracy: 0.9229 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6118574738502502
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.725 87.163 80.425 88.198 84.702
	Acc: 0.945 OSCR : 77.962 AUROC_max_val (%): 87.163 AUROC_real (%): 80.586

Epoch 447/600
157/157 - 4s - loss: 0.7277 - accuracy: 0.9230 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5830052495002747
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.125 80.077 73.550 79.359 78.190
	Acc: 0.946 OSCR : 74.039 AUROC_max_val (%): 80.077 AUROC_real (%): 76.121

Epoch 448/600
157/157 - 4s - loss: 0.7437 - accuracy: 0.9212 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5710299611091614
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 86.676 79.737 87.892 84.269
	Acc: 0.946 OSCR : 80.438 AUROC_max_val (%): 86.676 AUROC_real (%): 82.874

Epoch 449/600
157/157 - 4s - loss: 0.7436 - accuracy: 0.9212 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8208417296409607
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.175 85.051 78.425 85.976 82.194
	Acc: 0.926 OSCR : 74.545 AUROC_max_val (%): 85.051 AUROC_real (%): 77.867

Epoch 450/600
157/157 - 4s - loss: 0.7297 - accuracy: 0.9229 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6862305998802185
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 85.186 77.950 86.493 82.662
	Acc: 0.937 OSCR : 73.317 AUROC_max_val (%): 85.186 AUROC_real (%): 75.920

Epoch 451/600
157/157 - 4s - loss: 0.7341 - accuracy: 0.9222 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7450452446937561
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 81.618 74.988 81.674 79.248
	Acc: 0.939 OSCR : 71.954 AUROC_max_val (%): 81.618 AUROC_real (%): 74.525

Epoch 452/600
157/157 - 4s - loss: 0.7348 - accuracy: 0.9234 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6205858588218689
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.975 85.545 78.800 87.132 81.983
	Acc: 0.944 OSCR : 75.837 AUROC_max_val (%): 85.545 AUROC_real (%): 78.126

Epoch 453/600
157/157 - 4s - loss: 0.7250 - accuracy: 0.9232 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6105328798294067
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.100 84.563 78.000 85.356 81.846
	Acc: 0.943 OSCR : 74.573 AUROC_max_val (%): 84.563 AUROC_real (%): 76.928

Epoch 454/600
157/157 - 4s - loss: 0.7234 - accuracy: 0.9241 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7125008702278137
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.950 81.409 75.113 81.815 78.307
	Acc: 0.941 OSCR : 67.663 AUROC_max_val (%): 81.409 AUROC_real (%): 69.852

Epoch 455/600
157/157 - 4s - loss: 0.7244 - accuracy: 0.9234 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6092709302902222
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 80.012 73.512 79.021 77.881
	Acc: 0.943 OSCR : 74.020 AUROC_max_val (%): 80.012 AUROC_real (%): 76.177

Epoch 456/600
157/157 - 4s - loss: 0.7497 - accuracy: 0.9209 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6502111554145813
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 83.693 77.250 83.435 81.437
	Acc: 0.943 OSCR : 73.215 AUROC_max_val (%): 83.693 AUROC_real (%): 75.585

Epoch 457/600
157/157 - 4s - loss: 0.7066 - accuracy: 0.9260 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7076847553253174
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.850 85.373 77.725 86.996 82.565
	Acc: 0.940 OSCR : 71.883 AUROC_max_val (%): 85.373 AUROC_real (%): 74.649

Epoch 458/600
157/157 - 4s - loss: 0.7036 - accuracy: 0.9249 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6514212489128113
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.725 79.171 72.750 77.599 77.604
	Acc: 0.942 OSCR : 72.055 AUROC_max_val (%): 79.171 AUROC_real (%): 74.297

Epoch 459/600
157/157 - 4s - loss: 0.7141 - accuracy: 0.9259 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6326695084571838
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.600 81.794 75.625 81.199 79.190
	Acc: 0.945 OSCR : 72.507 AUROC_max_val (%): 81.794 AUROC_real (%): 74.660

Epoch 460/600
157/157 - 4s - loss: 0.7131 - accuracy: 0.9246 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6143500208854675
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.075 87.304 80.200 88.787 84.842
	Acc: 0.945 OSCR : 77.254 AUROC_max_val (%): 87.304 AUROC_real (%): 79.731

Epoch 461/600
157/157 - 4s - loss: 0.7062 - accuracy: 0.9257 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6239945888519287
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.400 84.088 77.312 85.347 81.054
	Acc: 0.944 OSCR : 72.116 AUROC_max_val (%): 84.088 AUROC_real (%): 74.411

Epoch 462/600
157/157 - 4s - loss: 0.7079 - accuracy: 0.9247 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6292420625686646
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.475 88.102 80.963 89.650 84.771
	Acc: 0.945 OSCR : 74.585 AUROC_max_val (%): 88.102 AUROC_real (%): 76.949

Epoch 463/600
157/157 - 4s - loss: 0.7078 - accuracy: 0.9251 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4939318001270294
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.875 88.303 81.088 89.410 86.112
	Acc: 0.952 OSCR : 79.054 AUROC_max_val (%): 88.303 AUROC_real (%): 81.179

Epoch 464/600
157/157 - 4s - loss: 0.6911 - accuracy: 0.9275 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6767829656600952
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.525 83.057 76.000 83.029 81.214
	Acc: 0.940 OSCR : 72.891 AUROC_max_val (%): 83.057 AUROC_real (%): 75.344

Epoch 465/600
157/157 - 4s - loss: 0.7038 - accuracy: 0.9247 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5977020263671875
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.625 83.047 76.888 83.400 80.679
	Acc: 0.945 OSCR : 76.587 AUROC_max_val (%): 83.047 AUROC_real (%): 79.037

Epoch 466/600
157/157 - 4s - loss: 0.6823 - accuracy: 0.9287 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6599717140197754
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.025 85.064 77.988 86.187 82.601
	Acc: 0.946 OSCR : 68.781 AUROC_max_val (%): 85.064 AUROC_real (%): 70.837

Epoch 467/600
157/157 - 4s - loss: 0.6750 - accuracy: 0.9287 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.8460620045661926
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.575 88.090 81.400 89.749 85.243
	Acc: 0.933 OSCR : 67.417 AUROC_max_val (%): 88.090 AUROC_real (%): 70.410

Epoch 468/600
157/157 - 4s - loss: 0.6761 - accuracy: 0.9294 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5411695837974548
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.275 88.257 81.275 89.275 86.467
	Acc: 0.949 OSCR : 77.677 AUROC_max_val (%): 88.257 AUROC_real (%): 79.969

Epoch 469/600
157/157 - 4s - loss: 0.6931 - accuracy: 0.9271 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6607643365859985
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 84.353 77.450 84.718 82.089
	Acc: 0.937 OSCR : 73.690 AUROC_max_val (%): 84.353 AUROC_real (%): 76.408

Epoch 470/600
157/157 - 4s - loss: 0.6612 - accuracy: 0.9316 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6609960794448853
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 88.549 81.438 89.733 86.228
	Acc: 0.947 OSCR : 75.291 AUROC_max_val (%): 88.549 AUROC_real (%): 77.942

Epoch 471/600
157/157 - 4s - loss: 0.6860 - accuracy: 0.9287 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6094594597816467
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.600 89.829 82.650 91.066 87.550
	Acc: 0.943 OSCR : 79.420 AUROC_max_val (%): 89.829 AUROC_real (%): 82.165

Epoch 472/600
157/157 - 4s - loss: 0.6845 - accuracy: 0.9273 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5873982906341553
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.575 80.586 74.275 78.844 79.897
	Acc: 0.947 OSCR : 73.496 AUROC_max_val (%): 80.586 AUROC_real (%): 75.644

Epoch 473/600
157/157 - 4s - loss: 0.6728 - accuracy: 0.9291 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.49994146823883057
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.775 87.433 80.337 88.245 85.241
	Acc: 0.954 OSCR : 77.727 AUROC_max_val (%): 87.433 AUROC_real (%): 79.667

Epoch 474/600
157/157 - 4s - loss: 0.6818 - accuracy: 0.9287 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5961801409721375
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.200 88.787 81.763 89.842 86.835
	Acc: 0.948 OSCR : 76.431 AUROC_max_val (%): 88.787 AUROC_real (%): 78.982

Epoch 475/600
157/157 - 4s - loss: 0.6804 - accuracy: 0.9287 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5237682461738586
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.575 88.461 81.625 89.846 85.557
	Acc: 0.952 OSCR : 79.137 AUROC_max_val (%): 88.461 AUROC_real (%): 81.210

Epoch 476/600
157/157 - 4s - loss: 0.6508 - accuracy: 0.9308 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.615230143070221
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.575 83.118 76.600 84.319 79.901
	Acc: 0.944 OSCR : 72.122 AUROC_max_val (%): 83.118 AUROC_real (%): 74.343

Epoch 477/600
157/157 - 4s - loss: 0.6713 - accuracy: 0.9277 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6565154790878296
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.750 88.503 81.912 89.940 85.670
	Acc: 0.939 OSCR : 76.806 AUROC_max_val (%): 88.503 AUROC_real (%): 79.525

Epoch 478/600
157/157 - 4s - loss: 0.6736 - accuracy: 0.9280 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5896342396736145
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.625 87.464 80.575 88.726 85.291
	Acc: 0.946 OSCR : 73.869 AUROC_max_val (%): 87.464 AUROC_real (%): 76.118

Epoch 479/600
157/157 - 4s - loss: 0.6559 - accuracy: 0.9298 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.513786792755127
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.325 89.326 82.237 90.267 87.264
	Acc: 0.953 OSCR : 81.259 AUROC_max_val (%): 89.326 AUROC_real (%): 83.471

Epoch 480/600
157/157 - 4s - loss: 0.6607 - accuracy: 0.9304 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5336049795150757
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.625 82.778 75.838 83.107 80.749
	Acc: 0.948 OSCR : 75.368 AUROC_max_val (%): 82.778 AUROC_real (%): 77.452

Epoch 481/600
157/157 - 4s - loss: 0.6380 - accuracy: 0.9330 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5972663164138794
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 83.190 76.275 81.924 81.751
	Acc: 0.951 OSCR : 71.154 AUROC_max_val (%): 83.190 AUROC_real (%): 73.180

Epoch 482/600
157/157 - 4s - loss: 0.6433 - accuracy: 0.9338 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5062634944915771
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 86.797 79.513 87.396 84.655
	Acc: 0.955 OSCR : 76.066 AUROC_max_val (%): 86.797 AUROC_real (%): 78.005

Epoch 483/600
157/157 - 4s - loss: 0.6178 - accuracy: 0.9345 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5625454783439636
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.175 83.932 76.812 84.254 82.318
	Acc: 0.949 OSCR : 72.190 AUROC_max_val (%): 83.932 AUROC_real (%): 74.159

Epoch 484/600
157/157 - 4s - loss: 0.6594 - accuracy: 0.9303 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5150210857391357
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.575 84.492 77.725 83.963 82.805
	Acc: 0.951 OSCR : 77.182 AUROC_max_val (%): 84.492 AUROC_real (%): 79.221

Epoch 485/600
157/157 - 4s - loss: 0.6284 - accuracy: 0.9334 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48382213711738586
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.950 85.746 78.987 86.643 83.400
	Acc: 0.954 OSCR : 77.771 AUROC_max_val (%): 85.746 AUROC_real (%): 79.661

Epoch 486/600
157/157 - 4s - loss: 0.6613 - accuracy: 0.9300 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5477315187454224
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.400 85.056 78.250 84.866 83.653
	Acc: 0.952 OSCR : 75.508 AUROC_max_val (%): 85.056 AUROC_real (%): 77.601

Epoch 487/600
157/157 - 4s - loss: 0.6364 - accuracy: 0.9323 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7546627521514893
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.075 82.361 75.525 82.979 79.993
	Acc: 0.945 OSCR : 66.869 AUROC_max_val (%): 82.361 AUROC_real (%): 69.152

Epoch 488/600
157/157 - 4s - loss: 0.6333 - accuracy: 0.9318 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6321080327033997
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.300 86.228 79.300 86.621 83.889
	Acc: 0.939 OSCR : 76.923 AUROC_max_val (%): 86.228 AUROC_real (%): 79.539

Epoch 489/600
157/157 - 4s - loss: 0.6362 - accuracy: 0.9312 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.519573986530304
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.750 90.318 83.100 91.080 88.964
	Acc: 0.954 OSCR : 77.208 AUROC_max_val (%): 90.318 AUROC_real (%): 79.446

Epoch 490/600
157/157 - 4s - loss: 0.6299 - accuracy: 0.9348 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6099562048912048
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    51.100 90.323 83.425 90.685 89.004
	Acc: 0.952 OSCR : 77.190 AUROC_max_val (%): 90.323 AUROC_real (%): 79.501

Epoch 491/600
157/157 - 4s - loss: 0.6254 - accuracy: 0.9340 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5139049291610718
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 86.417 79.675 86.528 84.420
	Acc: 0.957 OSCR : 73.337 AUROC_max_val (%): 86.417 AUROC_real (%): 75.030

Epoch 492/600
157/157 - 4s - loss: 0.6162 - accuracy: 0.9353 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6512884497642517
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.275 87.361 80.188 88.218 85.250
	Acc: 0.950 OSCR : 71.017 AUROC_max_val (%): 87.361 AUROC_real (%): 73.215

Epoch 493/600
157/157 - 4s - loss: 0.6077 - accuracy: 0.9362 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6328118443489075
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.825 84.366 77.188 84.315 82.798
	Acc: 0.945 OSCR : 72.104 AUROC_max_val (%): 84.366 AUROC_real (%): 74.358

Epoch 494/600
157/157 - 4s - loss: 0.6199 - accuracy: 0.9352 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5605533123016357
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.825 87.369 80.188 87.459 85.915
	Acc: 0.954 OSCR : 74.606 AUROC_max_val (%): 87.369 AUROC_real (%): 76.675

Epoch 495/600
157/157 - 4s - loss: 0.6294 - accuracy: 0.9338 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6845151782035828
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.150 82.702 75.987 82.730 80.210
	Acc: 0.943 OSCR : 68.575 AUROC_max_val (%): 82.702 AUROC_real (%): 70.849

Epoch 496/600
157/157 - 4s - loss: 0.6167 - accuracy: 0.9336 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6549504399299622
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 87.550 80.350 87.960 86.037
	Acc: 0.954 OSCR : 70.647 AUROC_max_val (%): 87.550 AUROC_real (%): 72.718

Epoch 497/600
157/157 - 4s - loss: 0.5996 - accuracy: 0.9348 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6002525091171265
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 83.913 76.338 84.222 82.593
	Acc: 0.948 OSCR : 71.361 AUROC_max_val (%): 83.913 AUROC_real (%): 73.517

Epoch 498/600
157/157 - 4s - loss: 0.5973 - accuracy: 0.9365 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6124366521835327
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.425 88.879 81.287 89.857 87.125
	Acc: 0.951 OSCR : 72.273 AUROC_max_val (%): 88.879 AUROC_real (%): 74.479

Epoch 499/600
157/157 - 4s - loss: 0.5924 - accuracy: 0.9376 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.7311407327651978
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.850 84.082 77.512 84.030 81.768
	Acc: 0.951 OSCR : 68.538 AUROC_max_val (%): 84.082 AUROC_real (%): 70.589

Epoch 500/600
157/157 - 4s - loss: 0.5927 - accuracy: 0.9369 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5390197038650513
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.650 85.450 78.350 85.635 83.333
	Acc: 0.948 OSCR : 77.489 AUROC_max_val (%): 85.450 AUROC_real (%): 79.637

Epoch 501/600
157/157 - 4s - loss: 0.5975 - accuracy: 0.9373 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5491591095924377
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.475 86.097 79.362 86.655 84.041
	Acc: 0.951 OSCR : 74.988 AUROC_max_val (%): 86.097 AUROC_real (%): 77.097

Epoch 502/600
157/157 - 4s - loss: 0.6044 - accuracy: 0.9374 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5409249067306519
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.225 82.535 75.525 81.724 81.446
	Acc: 0.956 OSCR : 72.540 AUROC_max_val (%): 82.535 AUROC_real (%): 74.385

Epoch 503/600
157/157 - 4s - loss: 0.6024 - accuracy: 0.9365 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4858667552471161
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.125 87.928 80.725 88.639 85.736
	Acc: 0.955 OSCR : 78.825 AUROC_max_val (%): 87.928 AUROC_real (%): 80.797

Epoch 504/600
157/157 - 4s - loss: 0.5891 - accuracy: 0.9375 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4706004858016968
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.975 88.444 81.425 88.928 86.929
	Acc: 0.957 OSCR : 77.726 AUROC_max_val (%): 88.444 AUROC_real (%): 79.635

Epoch 505/600
157/157 - 4s - loss: 0.5934 - accuracy: 0.9373 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4961560070514679
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.150 85.047 77.975 84.757 83.315
	Acc: 0.954 OSCR : 72.947 AUROC_max_val (%): 85.047 AUROC_real (%): 74.753

Epoch 506/600
157/157 - 4s - loss: 0.5945 - accuracy: 0.9377 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5308800935745239
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.550 87.079 80.038 87.504 85.363
	Acc: 0.953 OSCR : 75.110 AUROC_max_val (%): 87.079 AUROC_real (%): 77.166

Epoch 507/600
157/157 - 4s - loss: 0.5788 - accuracy: 0.9385 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5111035704612732
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.000 86.525 79.650 87.009 84.322
	Acc: 0.952 OSCR : 78.771 AUROC_max_val (%): 86.525 AUROC_real (%): 80.845

Epoch 508/600
157/157 - 4s - loss: 0.6013 - accuracy: 0.9369 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.467759907245636
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    50.350 90.778 84.250 91.472 89.154
	Acc: 0.956 OSCR : 81.310 AUROC_max_val (%): 90.778 AUROC_real (%): 83.347

Epoch 509/600
157/157 - 4s - loss: 0.5892 - accuracy: 0.9370 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5050362348556519
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.425 89.376 82.163 90.613 87.189
	Acc: 0.955 OSCR : 77.025 AUROC_max_val (%): 89.376 AUROC_real (%): 79.015

Epoch 510/600
157/157 - 4s - loss: 0.5615 - accuracy: 0.9410 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5472208261489868
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.775 86.909 79.938 87.221 85.222
	Acc: 0.950 OSCR : 75.490 AUROC_max_val (%): 86.909 AUROC_real (%): 77.611

Epoch 511/600
157/157 - 4s - loss: 0.5611 - accuracy: 0.9398 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5360732078552246
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.850 87.173 79.763 87.783 85.423
	Acc: 0.954 OSCR : 75.437 AUROC_max_val (%): 87.173 AUROC_real (%): 77.556

Epoch 512/600
157/157 - 4s - loss: 0.5692 - accuracy: 0.9400 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.518417477607727
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.075 89.226 82.025 90.141 87.530
	Acc: 0.954 OSCR : 76.817 AUROC_max_val (%): 89.226 AUROC_real (%): 78.852

Epoch 513/600
157/157 - 4s - loss: 0.5559 - accuracy: 0.9425 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5609915852546692
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.275 89.678 82.762 90.694 87.848
	Acc: 0.951 OSCR : 77.012 AUROC_max_val (%): 89.678 AUROC_real (%): 79.220

Epoch 514/600
157/157 - 4s - loss: 0.5861 - accuracy: 0.9371 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5693702101707458
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.125 89.305 81.825 90.608 87.199
	Acc: 0.955 OSCR : 71.425 AUROC_max_val (%): 89.305 AUROC_real (%): 73.471

Epoch 515/600
157/157 - 4s - loss: 0.5655 - accuracy: 0.9387 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5155400037765503
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.275 86.988 79.525 87.914 84.934
	Acc: 0.953 OSCR : 75.056 AUROC_max_val (%): 86.988 AUROC_real (%): 77.005

Epoch 516/600
157/157 - 4s - loss: 0.5486 - accuracy: 0.9430 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5297491550445557
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.575 86.682 80.025 87.498 84.186
	Acc: 0.951 OSCR : 77.112 AUROC_max_val (%): 86.682 AUROC_real (%): 79.187

Epoch 517/600
157/157 - 4s - loss: 0.5525 - accuracy: 0.9416 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4898432493209839
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 87.781 80.700 88.181 86.359
	Acc: 0.956 OSCR : 78.152 AUROC_max_val (%): 87.781 AUROC_real (%): 80.158

Epoch 518/600
157/157 - 4s - loss: 0.5538 - accuracy: 0.9427 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.47486546635627747
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.575 88.455 81.775 88.635 86.793
	Acc: 0.956 OSCR : 79.181 AUROC_max_val (%): 88.455 AUROC_real (%): 81.168

Epoch 519/600
157/157 - 4s - loss: 0.5602 - accuracy: 0.9400 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.6324006915092468
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.050 86.484 79.538 86.625 84.762
	Acc: 0.945 OSCR : 75.918 AUROC_max_val (%): 86.484 AUROC_real (%): 78.339

Epoch 520/600
157/157 - 4s - loss: 0.5498 - accuracy: 0.9430 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5198308229446411
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.050 85.968 79.025 86.101 84.195
	Acc: 0.949 OSCR : 76.695 AUROC_max_val (%): 85.968 AUROC_real (%): 78.796

Epoch 521/600
157/157 - 4s - loss: 0.5554 - accuracy: 0.9420 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5199942588806152
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.775 86.836 80.425 87.323 84.768
	Acc: 0.954 OSCR : 76.330 AUROC_max_val (%): 86.836 AUROC_real (%): 78.367

Epoch 522/600
157/157 - 4s - loss: 0.5661 - accuracy: 0.9395 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5656952857971191
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.625 82.579 76.075 82.006 80.813
	Acc: 0.949 OSCR : 71.763 AUROC_max_val (%): 82.579 AUROC_real (%): 73.758

Epoch 523/600
157/157 - 4s - loss: 0.5522 - accuracy: 0.9428 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4992680549621582
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.650 85.314 78.500 85.263 83.849
	Acc: 0.953 OSCR : 77.153 AUROC_max_val (%): 85.314 AUROC_real (%): 79.119

Epoch 524/600
157/157 - 4s - loss: 0.5540 - accuracy: 0.9419 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5172144770622253
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    47.875 89.143 82.225 89.673 87.230
	Acc: 0.954 OSCR : 77.425 AUROC_max_val (%): 89.143 AUROC_real (%): 79.543

Epoch 525/600
157/157 - 4s - loss: 0.5470 - accuracy: 0.9423 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5736199021339417
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.275 84.460 77.400 84.647 82.481
	Acc: 0.953 OSCR : 69.223 AUROC_max_val (%): 84.460 AUROC_real (%): 71.033

Epoch 526/600
157/157 - 4s - loss: 0.5282 - accuracy: 0.9456 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5307804346084595
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.475 87.087 79.813 87.471 85.400
	Acc: 0.953 OSCR : 73.631 AUROC_max_val (%): 87.087 AUROC_real (%): 75.707

Epoch 527/600
157/157 - 4s - loss: 0.5521 - accuracy: 0.9414 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.46744099259376526
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.550 84.699 78.038 83.515 83.492
	Acc: 0.957 OSCR : 73.153 AUROC_max_val (%): 84.699 AUROC_real (%): 74.862

Epoch 528/600
157/157 - 4s - loss: 0.5366 - accuracy: 0.9433 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.501039981842041
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.450 82.983 76.825 81.300 81.811
	Acc: 0.957 OSCR : 76.038 AUROC_max_val (%): 82.983 AUROC_real (%): 77.987

Epoch 529/600
157/157 - 4s - loss: 0.5396 - accuracy: 0.9427 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5010896921157837
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 87.580 80.575 87.990 85.666
	Acc: 0.958 OSCR : 76.554 AUROC_max_val (%): 87.580 AUROC_real (%): 78.466

Epoch 530/600
157/157 - 4s - loss: 0.5331 - accuracy: 0.9432 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4935813844203949
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.800 88.273 81.400 89.106 86.321
	Acc: 0.956 OSCR : 77.145 AUROC_max_val (%): 88.273 AUROC_real (%): 79.173

Epoch 531/600
157/157 - 4s - loss: 0.5257 - accuracy: 0.9437 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.5110244154930115
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 87.765 80.600 88.175 86.523
	Acc: 0.958 OSCR : 74.460 AUROC_max_val (%): 87.765 AUROC_real (%): 76.475

Epoch 532/600
157/157 - 4s - loss: 0.5090 - accuracy: 0.9464 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4903395473957062
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 86.464 79.775 86.377 84.974
	Acc: 0.959 OSCR : 75.784 AUROC_max_val (%): 86.464 AUROC_real (%): 77.612

Epoch 533/600
157/157 - 4s - loss: 0.5337 - accuracy: 0.9439 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48874321579933167
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.050 84.342 77.525 83.896 83.090
	Acc: 0.956 OSCR : 76.405 AUROC_max_val (%): 84.342 AUROC_real (%): 78.308

Epoch 534/600
157/157 - 4s - loss: 0.5215 - accuracy: 0.9452 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4721059203147888
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 83.913 77.450 83.029 82.334
	Acc: 0.957 OSCR : 74.764 AUROC_max_val (%): 83.913 AUROC_real (%): 76.521

Epoch 535/600
157/157 - 4s - loss: 0.5167 - accuracy: 0.9433 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4831238090991974
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.275 87.293 80.625 87.214 85.427
	Acc: 0.956 OSCR : 75.861 AUROC_max_val (%): 87.293 AUROC_real (%): 77.688

Epoch 536/600
157/157 - 4s - loss: 0.5252 - accuracy: 0.9437 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.45484456419944763
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    48.800 89.652 82.513 90.075 88.184
	Acc: 0.959 OSCR : 77.691 AUROC_max_val (%): 89.652 AUROC_real (%): 79.589

Epoch 537/600
157/157 - 4s - loss: 0.5053 - accuracy: 0.9465 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.45999494194984436
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.125 87.833 80.763 88.272 86.011
	Acc: 0.956 OSCR : 78.130 AUROC_max_val (%): 87.833 AUROC_real (%): 80.039

Epoch 538/600
157/157 - 4s - loss: 0.4947 - accuracy: 0.9480 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4691101908683777
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.575 88.513 81.850 88.704 87.077
	Acc: 0.960 OSCR : 77.559 AUROC_max_val (%): 88.513 AUROC_real (%): 79.432

Epoch 539/600
157/157 - 4s - loss: 0.5163 - accuracy: 0.9467 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.461329847574234
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.050 86.625 79.400 86.113 85.120
	Acc: 0.958 OSCR : 76.850 AUROC_max_val (%): 86.625 AUROC_real (%): 78.665

Epoch 540/600
157/157 - 4s - loss: 0.5203 - accuracy: 0.9459 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.447842538356781
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.925 87.339 80.075 87.200 86.125
	Acc: 0.959 OSCR : 78.275 AUROC_max_val (%): 87.339 AUROC_real (%): 80.116

Epoch 541/600
157/157 - 4s - loss: 0.4831 - accuracy: 0.9474 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4492390751838684
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.075 87.716 80.412 87.738 86.624
	Acc: 0.958 OSCR : 79.647 AUROC_max_val (%): 87.716 AUROC_real (%): 81.523

Epoch 542/600
157/157 - 4s - loss: 0.4966 - accuracy: 0.9456 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.47022563219070435
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 85.019 77.888 84.349 83.852
	Acc: 0.956 OSCR : 77.071 AUROC_max_val (%): 85.019 AUROC_real (%): 78.876

Epoch 543/600
157/157 - 4s - loss: 0.5030 - accuracy: 0.9462 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.469091534614563
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.625 86.425 79.413 85.733 85.010
	Acc: 0.956 OSCR : 78.117 AUROC_max_val (%): 86.425 AUROC_real (%): 80.062

Epoch 544/600
157/157 - 4s - loss: 0.4989 - accuracy: 0.9471 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4628845453262329
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.225 84.144 77.338 83.237 83.184
	Acc: 0.958 OSCR : 74.630 AUROC_max_val (%): 84.144 AUROC_real (%): 76.359

Epoch 545/600
157/157 - 4s - loss: 0.4763 - accuracy: 0.9507 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.46591421961784363
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.375 86.103 79.250 85.544 84.907
	Acc: 0.957 OSCR : 75.294 AUROC_max_val (%): 86.103 AUROC_real (%): 77.081

Epoch 546/600
157/157 - 4s - loss: 0.4986 - accuracy: 0.9474 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4610251784324646
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.075 87.400 80.188 87.664 85.776
	Acc: 0.958 OSCR : 76.782 AUROC_max_val (%): 87.400 AUROC_real (%): 78.652

Epoch 547/600
157/157 - 4s - loss: 0.4913 - accuracy: 0.9477 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.45510804653167725
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 88.331 80.963 88.746 86.817
	Acc: 0.958 OSCR : 75.417 AUROC_max_val (%): 88.331 AUROC_real (%): 77.215

Epoch 548/600
157/157 - 4s - loss: 0.5034 - accuracy: 0.9458 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.45452454686164856
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.725 87.875 80.713 88.384 86.029
	Acc: 0.958 OSCR : 79.031 AUROC_max_val (%): 87.875 AUROC_real (%): 80.830

Epoch 549/600
157/157 - 4s - loss: 0.5079 - accuracy: 0.9448 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.44395336508750916
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.875 87.666 80.400 87.909 86.114
	Acc: 0.957 OSCR : 77.923 AUROC_max_val (%): 87.666 AUROC_real (%): 79.714

Epoch 550/600
157/157 - 4s - loss: 0.4857 - accuracy: 0.9476 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.48181959986686707
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.250 86.259 79.287 86.689 84.091
	Acc: 0.956 OSCR : 74.484 AUROC_max_val (%): 86.259 AUROC_real (%): 76.242

Epoch 551/600
157/157 - 4s - loss: 0.4742 - accuracy: 0.9496 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4637223184108734
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 87.580 80.588 87.999 85.654
	Acc: 0.958 OSCR : 76.184 AUROC_max_val (%): 87.580 AUROC_real (%): 78.032

Epoch 552/600
157/157 - 4s - loss: 0.4825 - accuracy: 0.9494 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4600815773010254
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.850 88.258 81.075 88.668 86.656
	Acc: 0.958 OSCR : 78.361 AUROC_max_val (%): 88.258 AUROC_real (%): 80.271

Epoch 553/600
157/157 - 4s - loss: 0.4913 - accuracy: 0.9495 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4593925476074219
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 84.876 77.862 83.818 83.815
	Acc: 0.958 OSCR : 75.555 AUROC_max_val (%): 84.876 AUROC_real (%): 77.315

Epoch 554/600
157/157 - 4s - loss: 0.4728 - accuracy: 0.9491 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.44381454586982727
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.025 87.550 80.463 87.630 86.113
	Acc: 0.960 OSCR : 77.222 AUROC_max_val (%): 87.550 AUROC_real (%): 79.000

Epoch 555/600
157/157 - 4s - loss: 0.4797 - accuracy: 0.9480 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.44636136293411255
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 87.715 80.775 87.822 86.157
	Acc: 0.960 OSCR : 77.222 AUROC_max_val (%): 87.715 AUROC_real (%): 78.999

Epoch 556/600
157/157 - 4s - loss: 0.4830 - accuracy: 0.9502 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.45231693983078003
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.825 85.139 78.175 84.605 83.478
	Acc: 0.959 OSCR : 76.779 AUROC_max_val (%): 85.139 AUROC_real (%): 78.512

Epoch 557/600
157/157 - 4s - loss: 0.4782 - accuracy: 0.9505 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4533330202102661
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.350 85.603 78.888 84.732 84.403
	Acc: 0.959 OSCR : 75.881 AUROC_max_val (%): 85.603 AUROC_real (%): 77.593

Epoch 558/600
157/157 - 4s - loss: 0.4545 - accuracy: 0.9532 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.47497180104255676
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.275 83.790 77.413 82.377 82.593
	Acc: 0.960 OSCR : 74.515 AUROC_max_val (%): 83.790 AUROC_real (%): 76.205

Epoch 559/600
157/157 - 4s - loss: 0.4891 - accuracy: 0.9489 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.44471967220306396
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.525 85.837 79.238 84.808 84.821
	Acc: 0.960 OSCR : 77.316 AUROC_max_val (%): 85.837 AUROC_real (%): 79.064

Epoch 560/600
157/157 - 4s - loss: 0.4781 - accuracy: 0.9485 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4646334946155548
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.825 87.356 80.462 87.288 86.004
	Acc: 0.961 OSCR : 75.478 AUROC_max_val (%): 87.356 AUROC_real (%): 77.223

Epoch 561/600
157/157 - 4s - loss: 0.4635 - accuracy: 0.9514 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4743841886520386
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.450 84.703 77.938 83.454 83.898
	Acc: 0.959 OSCR : 73.196 AUROC_max_val (%): 84.703 AUROC_real (%): 74.880

Epoch 562/600
157/157 - 4s - loss: 0.4816 - accuracy: 0.9494 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.45092612504959106
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.375 87.026 80.038 86.684 85.937
	Acc: 0.962 OSCR : 75.495 AUROC_max_val (%): 87.026 AUROC_real (%): 77.181

Epoch 563/600
157/157 - 4s - loss: 0.4602 - accuracy: 0.9511 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.47067946195602417
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 85.176 78.238 84.180 84.012
	Acc: 0.959 OSCR : 74.811 AUROC_max_val (%): 85.176 AUROC_real (%): 76.551

Epoch 564/600
157/157 - 4s - loss: 0.4632 - accuracy: 0.9514 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4796920120716095
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 85.504 78.900 84.542 84.377
	Acc: 0.958 OSCR : 74.583 AUROC_max_val (%): 85.504 AUROC_real (%): 76.309

Epoch 565/600
157/157 - 4s - loss: 0.4578 - accuracy: 0.9502 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4680441915988922
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.775 85.957 79.125 85.160 84.809
	Acc: 0.958 OSCR : 75.508 AUROC_max_val (%): 85.957 AUROC_real (%): 77.289

Epoch 566/600
157/157 - 4s - loss: 0.4651 - accuracy: 0.9515 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.47304874658584595
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.725 85.408 78.500 84.472 84.440
	Acc: 0.958 OSCR : 73.943 AUROC_max_val (%): 85.408 AUROC_real (%): 75.683

Epoch 567/600
157/157 - 4s - loss: 0.4580 - accuracy: 0.9515 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4606611728668213
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 85.545 79.013 84.728 84.322
	Acc: 0.958 OSCR : 76.337 AUROC_max_val (%): 85.545 AUROC_real (%): 78.099

Epoch 568/600
157/157 - 4s - loss: 0.4411 - accuracy: 0.9542 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4614681005477905
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.875 86.506 79.550 85.886 85.350
	Acc: 0.959 OSCR : 75.976 AUROC_max_val (%): 86.506 AUROC_real (%): 77.768

Epoch 569/600
157/157 - 4s - loss: 0.4531 - accuracy: 0.9517 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.444969117641449
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 84.957 78.125 83.711 84.120
	Acc: 0.959 OSCR : 75.322 AUROC_max_val (%): 84.957 AUROC_real (%): 77.017

Epoch 570/600
157/157 - 4s - loss: 0.4726 - accuracy: 0.9495 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4350413382053375
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.975 85.859 78.750 85.046 84.944
	Acc: 0.961 OSCR : 76.322 AUROC_max_val (%): 85.859 AUROC_real (%): 78.010

Epoch 571/600
157/157 - 4s - loss: 0.4576 - accuracy: 0.9502 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.44674283266067505
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.575 83.430 76.963 81.801 82.537
	Acc: 0.960 OSCR : 75.086 AUROC_max_val (%): 83.430 AUROC_real (%): 76.748

Epoch 572/600
157/157 - 4s - loss: 0.4753 - accuracy: 0.9487 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4383876621723175
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.500 85.660 78.575 85.189 84.474
	Acc: 0.960 OSCR : 77.054 AUROC_max_val (%): 85.660 AUROC_real (%): 78.793

Epoch 573/600
157/157 - 4s - loss: 0.4601 - accuracy: 0.9508 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.44172754883766174
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.475 87.639 80.537 87.680 86.328
	Acc: 0.960 OSCR : 78.306 AUROC_max_val (%): 87.639 AUROC_real (%): 80.095

Epoch 574/600
157/157 - 4s - loss: 0.4672 - accuracy: 0.9497 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4375489354133606
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.175 86.124 79.188 85.475 84.963
	Acc: 0.959 OSCR : 76.980 AUROC_max_val (%): 86.124 AUROC_real (%): 78.695

Epoch 575/600
157/157 - 4s - loss: 0.4558 - accuracy: 0.9509 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.46136799454689026
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.200 86.258 79.175 86.027 84.790
	Acc: 0.960 OSCR : 75.201 AUROC_max_val (%): 86.258 AUROC_real (%): 76.890

Epoch 576/600
157/157 - 4s - loss: 0.4611 - accuracy: 0.9521 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4506928324699402
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 85.789 78.812 85.153 84.585
	Acc: 0.960 OSCR : 75.758 AUROC_max_val (%): 85.789 AUROC_real (%): 77.465

Epoch 577/600
157/157 - 4s - loss: 0.4591 - accuracy: 0.9514 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4481540620326996
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.450 86.515 79.575 86.134 85.311
	Acc: 0.958 OSCR : 76.430 AUROC_max_val (%): 86.515 AUROC_real (%): 78.178

Epoch 578/600
157/157 - 4s - loss: 0.4645 - accuracy: 0.9510 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4396914541721344
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.725 86.762 79.638 86.413 85.555
	Acc: 0.959 OSCR : 76.786 AUROC_max_val (%): 86.762 AUROC_real (%): 78.517

Epoch 579/600
157/157 - 4s - loss: 0.4479 - accuracy: 0.9531 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4411088228225708
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 86.643 79.650 86.179 85.451
	Acc: 0.958 OSCR : 76.252 AUROC_max_val (%): 86.643 AUROC_real (%): 77.966

Epoch 580/600
157/157 - 4s - loss: 0.4459 - accuracy: 0.9513 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.44365596771240234
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.775 86.868 79.775 86.466 85.677
	Acc: 0.961 OSCR : 76.563 AUROC_max_val (%): 86.868 AUROC_real (%): 78.293

Epoch 581/600
157/157 - 4s - loss: 0.4763 - accuracy: 0.9492 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43015798926353455
	accuracy: 0.9602500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 86.178 79.125 85.469 85.104
	Acc: 0.960 OSCR : 77.081 AUROC_max_val (%): 86.178 AUROC_real (%): 78.781

Epoch 582/600
157/157 - 4s - loss: 0.4492 - accuracy: 0.9521 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43269476294517517
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.700 86.179 79.138 85.485 85.152
	Acc: 0.961 OSCR : 77.187 AUROC_max_val (%): 86.179 AUROC_real (%): 78.883

Epoch 583/600
157/157 - 4s - loss: 0.4500 - accuracy: 0.9520 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4364125728607178
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.675 85.377 78.750 84.365 84.373
	Acc: 0.961 OSCR : 76.370 AUROC_max_val (%): 85.377 AUROC_real (%): 78.030

Epoch 584/600
157/157 - 4s - loss: 0.4358 - accuracy: 0.9536 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4359523355960846
	accuracy: 0.9612500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.675 85.202 78.612 84.053 84.213
	Acc: 0.961 OSCR : 76.835 AUROC_max_val (%): 85.202 AUROC_real (%): 78.502

Epoch 585/600
157/157 - 4s - loss: 0.4452 - accuracy: 0.9535 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43616950511932373
	accuracy: 0.9607499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.225 85.319 78.713 84.170 84.331
	Acc: 0.961 OSCR : 76.845 AUROC_max_val (%): 85.319 AUROC_real (%): 78.512

Epoch 586/600
157/157 - 4s - loss: 0.4632 - accuracy: 0.9507 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4354817569255829
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.675 85.698 79.062 84.745 84.633
	Acc: 0.961 OSCR : 77.087 AUROC_max_val (%): 85.698 AUROC_real (%): 78.753

Epoch 587/600
157/157 - 4s - loss: 0.4536 - accuracy: 0.9515 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43163660168647766
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.525 86.129 79.313 85.463 84.958
	Acc: 0.961 OSCR : 77.346 AUROC_max_val (%): 86.129 AUROC_real (%): 79.017

Epoch 588/600
157/157 - 4s - loss: 0.4515 - accuracy: 0.9524 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4330885410308838
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.225 86.037 79.213 85.275 84.979
	Acc: 0.962 OSCR : 77.176 AUROC_max_val (%): 86.037 AUROC_real (%): 78.843

Epoch 589/600
157/157 - 4s - loss: 0.4606 - accuracy: 0.9517 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4425644278526306
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.750 85.587 78.862 84.526 84.617
	Acc: 0.961 OSCR : 76.116 AUROC_max_val (%): 85.587 AUROC_real (%): 77.791

Epoch 590/600
157/157 - 4s - loss: 0.4481 - accuracy: 0.9530 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4373110830783844
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.050 85.609 78.963 84.556 84.618
	Acc: 0.962 OSCR : 76.614 AUROC_max_val (%): 85.609 AUROC_real (%): 78.273

Epoch 591/600
157/157 - 4s - loss: 0.4416 - accuracy: 0.9542 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43955498933792114
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 85.687 78.900 84.703 84.704
	Acc: 0.962 OSCR : 76.327 AUROC_max_val (%): 85.687 AUROC_real (%): 77.998

Epoch 592/600
157/157 - 4s - loss: 0.4460 - accuracy: 0.9534 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43568190932273865
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 86.017 79.325 85.151 84.998
	Acc: 0.961 OSCR : 76.750 AUROC_max_val (%): 86.017 AUROC_real (%): 78.415

Epoch 593/600
157/157 - 4s - loss: 0.4423 - accuracy: 0.9523 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4342547059059143
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 86.149 79.412 85.304 85.152
	Acc: 0.961 OSCR : 77.099 AUROC_max_val (%): 86.149 AUROC_real (%): 78.772

Epoch 594/600
157/157 - 4s - loss: 0.4461 - accuracy: 0.9520 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43641379475593567
	accuracy: 0.9614999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.450 86.043 79.238 85.183 85.028
	Acc: 0.962 OSCR : 76.781 AUROC_max_val (%): 86.043 AUROC_real (%): 78.452

Epoch 595/600
157/157 - 4s - loss: 0.4434 - accuracy: 0.9532 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4339205026626587
	accuracy: 0.9622499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.825 86.084 79.400 85.238 85.075
	Acc: 0.962 OSCR : 77.024 AUROC_max_val (%): 86.084 AUROC_real (%): 78.687

Epoch 596/600
157/157 - 4s - loss: 0.4573 - accuracy: 0.9516 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.4327283203601837
	accuracy: 0.9620000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.550 86.181 79.425 85.372 85.149
	Acc: 0.962 OSCR : 77.151 AUROC_max_val (%): 86.181 AUROC_real (%): 78.815

Epoch 597/600
157/157 - 4s - loss: 0.4534 - accuracy: 0.9520 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43552520871162415
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 86.004 79.313 85.138 84.958
	Acc: 0.962 OSCR : 76.719 AUROC_max_val (%): 86.004 AUROC_real (%): 78.382

Epoch 598/600
157/157 - 4s - loss: 0.4323 - accuracy: 0.9556 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43612998723983765
	accuracy: 0.9617499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.925 86.155 79.412 85.345 85.121
	Acc: 0.962 OSCR : 76.797 AUROC_max_val (%): 86.155 AUROC_real (%): 78.470

Epoch 599/600
157/157 - 4s - loss: 0.4435 - accuracy: 0.9532 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43336838483810425
	accuracy: 0.9610000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.075 86.299 79.463 85.536 85.255
	Acc: 0.961 OSCR : 77.237 AUROC_max_val (%): 86.299 AUROC_real (%): 78.918

Epoch 600/600
157/157 - 4s - loss: 0.4371 - accuracy: 0.9523 - 4s/epoch - 26ms/step
Test results :
	Loss (on known):0.43596646189689636
	accuracy: 0.9624999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.725 86.121 79.375 85.303 85.074
	Acc: 0.963 OSCR : 76.781 AUROC_max_val (%): 86.121 AUROC_real (%): 78.444

--- Execution time : 0:49:45.029975 ---
Closed set loss: 0.43596646
Closed set metrics:
accuracy: 0.9624999761581421 

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W0905 10:14:58.276702 23309752776384 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 10:14:58.277354 23309752776384 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar+50//split-4/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 10:14:58.277476 23309752776384 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 10:14:59.908440 23309752776384 save.py:274] Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 10). These functions will not be directly callable after loading.
INFO:tensorflow:Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+50//split-4/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 10:15:00.387871 23309752776384 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar+50//split-4/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 10:15:00.447698 23309752776384 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar+50//split-4/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.7844408125
