I0905 06:45:01.723211 22440947918528 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar10//split-2/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 06:45:01.730863 22440947918528 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 06:45:01.737485 22440947918528 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 06:45:03.031808 22440947918528 logging_logger.py:49] Constructing tf.data.Dataset cifar10 for split ['train', 'test'], from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
nb_train_examples: 30000
ds_test_k_size: 4000
ds_test_uk_size: 4000
Dataset: cifar10
Known classes: [1, 5, 7, 3, 9, 4]
Unknown classes: [0, 2, 6, 8]
--- Data preprocessing time : 0:00:08.069863 ---
Model: "model"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 input_2 (InputLayer)        [(None, 32, 32, 3)]       0         
                                                                 
 rescaling (Rescaling)       (None, 32, 32, 3)         0         
                                                                 
 normalization (Normalizatio  (None, 32, 32, 3)        0         
 n)                                                              
                                                                 
 dropout (Dropout)           (None, 32, 32, 3)         0         
                                                                 
 conv2d (Conv2D)             (None, 32, 32, 64)        1728      
                                                                 
 batch_normalization (BatchN  (None, 32, 32, 64)       256       
 ormalization)                                                   
                                                                 
 leaky_re_lu (LeakyReLU)     (None, 32, 32, 64)        0         
                                                                 
 conv2d_1 (Conv2D)           (None, 32, 32, 64)        36864     
                                                                 
 batch_normalization_1 (Batc  (None, 32, 32, 64)       256       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_1 (LeakyReLU)   (None, 32, 32, 64)        0         
                                                                 
 conv2d_2 (Conv2D)           (None, 16, 16, 128)       73728     
                                                                 
 batch_normalization_2 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_2 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 dropout_1 (Dropout)         (None, 16, 16, 128)       0         
                                                                 
 conv2d_3 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_3 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_3 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_4 (Conv2D)           (None, 16, 16, 128)       147456    
                                                                 
 batch_normalization_4 (Batc  (None, 16, 16, 128)      512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_4 (LeakyReLU)   (None, 16, 16, 128)       0         
                                                                 
 conv2d_5 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_5 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_5 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 dropout_2 (Dropout)         (None, 8, 8, 128)         0         
                                                                 
 conv2d_6 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_6 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_6 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_7 (Conv2D)           (None, 8, 8, 128)         147456    
                                                                 
 batch_normalization_7 (Batc  (None, 8, 8, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_7 (LeakyReLU)   (None, 8, 8, 128)         0         
                                                                 
 conv2d_8 (Conv2D)           (None, 4, 4, 128)         147456    
                                                                 
 batch_normalization_8 (Batc  (None, 4, 4, 128)        512       
 hNormalization)                                                 
                                                                 
 leaky_re_lu_8 (LeakyReLU)   (None, 4, 4, 128)         0         
                                                                 
 conv2d_9 (Conv2D)           (None, 4, 4, 30)          34560     
                                                                 
 features_layer (GlobalAvera  (None, 30)               0         
 gePooling2D)                                                    
                                                                 
=================================================================
Total params: 1,035,712
Trainable params: 1,033,664
Non-trainable params: 2,048
_________________________________________________________________
Using cosine_restart_warmup scheduler
2023-09-05 06:45:12.464023: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
2023-09-05 06:45:22.083321: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:954] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inmodel/dropout_1/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer
Linear step: 0.009928503261272714
Warmup lrs: tf.Tensor(
[9.9999997e-05 1.0028503e-02 1.9957006e-02 2.9885510e-02 3.9814014e-02
 4.9742516e-02 5.9671018e-02 6.9599524e-02 7.9528026e-02 8.9456528e-02
 9.9385031e-02], shape=(11,), dtype=float32)
Training with loss: dist
Epoch  1/600
235/235 - 13s - loss: 8.9844 - accuracy: 0.1707 - 13s/epoch - 54ms/step
Test results :
	Loss (on known):8.892071723937988
	accuracy: 0.2045000046491623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     3.475 39.260 50.013 41.453 43.690
	Acc: 0.204 OSCR : 9.517 AUROC_max_val (%): 39.260 AUROC_real (%): 41.643

Epoch  2/600
235/235 - 6s - loss: 6.3359 - accuracy: 0.3654 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):6.000925064086914
	accuracy: 0.48524999618530273 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.450 60.699 58.425 62.156 56.853
	Acc: 0.485 OSCR : 30.117 AUROC_max_val (%): 60.699 AUROC_real (%): 55.394

Epoch  3/600
235/235 - 6s - loss: 5.3436 - accuracy: 0.4706 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):8.568265914916992
	accuracy: 0.4480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.400 53.232 54.200 52.053 54.439
	Acc: 0.448 OSCR : 23.071 AUROC_max_val (%): 53.232 AUROC_real (%): 49.139

Epoch  4/600
235/235 - 6s - loss: 4.9018 - accuracy: 0.5146 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):4.182275772094727
	accuracy: 0.6112499833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.300 62.077 59.575 63.828 58.376
	Acc: 0.611 OSCR : 39.651 AUROC_max_val (%): 62.077 AUROC_real (%): 56.988

Epoch  5/600
235/235 - 6s - loss: 4.6280 - accuracy: 0.5403 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.204119682312012
	accuracy: 0.5927500128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.700 66.375 62.263 66.950 63.757
	Acc: 0.593 OSCR : 41.103 AUROC_max_val (%): 66.375 AUROC_real (%): 61.537

Epoch  6/600
235/235 - 6s - loss: 4.4001 - accuracy: 0.5617 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.996615409851074
	accuracy: 0.5734999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.650 72.115 65.775 71.567 72.645
	Acc: 0.574 OSCR : 41.174 AUROC_max_val (%): 72.115 AUROC_real (%): 67.291

Epoch  7/600
235/235 - 6s - loss: 4.1923 - accuracy: 0.5855 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):7.429566860198975
	accuracy: 0.46775001287460327 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.950 60.615 58.138 62.842 57.690
	Acc: 0.468 OSCR : 27.528 AUROC_max_val (%): 60.615 AUROC_real (%): 53.919

Epoch  8/600
235/235 - 6s - loss: 3.9944 - accuracy: 0.6039 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.2239484786987305
	accuracy: 0.7160000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.300 74.588 68.813 77.569 70.290
	Acc: 0.716 OSCR : 53.517 AUROC_max_val (%): 74.588 AUROC_real (%): 67.679

Epoch  9/600
235/235 - 6s - loss: 3.8130 - accuracy: 0.6263 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.242652416229248
	accuracy: 0.7117499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.625 68.444 64.338 72.579 64.339
	Acc: 0.712 OSCR : 49.205 AUROC_max_val (%): 68.444 AUROC_real (%): 61.785

Epoch 10/600
235/235 - 6s - loss: 3.6790 - accuracy: 0.6366 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):2.7502195835113525
	accuracy: 0.7442499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.100 76.117 69.950 78.986 71.802
	Acc: 0.744 OSCR : 57.760 AUROC_max_val (%): 76.117 AUROC_real (%): 70.380

Epoch 11/600
235/235 - 6s - loss: 3.5451 - accuracy: 0.6499 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):3.4621143341064453
	accuracy: 0.7059999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.650 72.976 66.625 75.248 70.191
	Acc: 0.706 OSCR : 49.588 AUROC_max_val (%): 72.976 AUROC_real (%): 64.397

Epoch 12/600
235/235 - 6s - loss: 3.4432 - accuracy: 0.6595 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.159340858459473
	accuracy: 0.6855000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.675 66.017 61.700 68.663 62.253
	Acc: 0.685 OSCR : 37.359 AUROC_max_val (%): 66.017 AUROC_real (%): 50.280

Epoch 13/600
235/235 - 6s - loss: 3.3536 - accuracy: 0.6709 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.6690902709960938
	accuracy: 0.7587500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.575 74.476 68.138 75.784 71.561
	Acc: 0.759 OSCR : 56.539 AUROC_max_val (%): 74.476 AUROC_real (%): 68.103

Epoch 14/600
235/235 - 6s - loss: 3.2151 - accuracy: 0.6797 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.116760015487671
	accuracy: 0.7365000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.850 74.213 68.000 76.812 70.496
	Acc: 0.737 OSCR : 49.882 AUROC_max_val (%): 74.213 AUROC_real (%): 62.079

Epoch 15/600
235/235 - 6s - loss: 3.1662 - accuracy: 0.6858 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.4689414501190186
	accuracy: 0.762499988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.575 73.923 68.075 75.212 71.420
	Acc: 0.762 OSCR : 58.367 AUROC_max_val (%): 73.923 AUROC_real (%): 69.406

Epoch 16/600
235/235 - 6s - loss: 3.1085 - accuracy: 0.6922 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.945798397064209
	accuracy: 0.7412499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 78.883 72.038 81.732 75.358
	Acc: 0.741 OSCR : 57.602 AUROC_max_val (%): 78.883 AUROC_real (%): 71.932

Epoch 17/600
235/235 - 6s - loss: 3.0534 - accuracy: 0.6955 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.358093500137329
	accuracy: 0.7992500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.375 72.783 67.125 73.659 70.176
	Acc: 0.799 OSCR : 51.946 AUROC_max_val (%): 72.783 AUROC_real (%): 60.155

Epoch 18/600
235/235 - 6s - loss: 2.9733 - accuracy: 0.7051 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.5883078575134277
	accuracy: 0.7827500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.825 74.278 68.438 77.247 70.580
	Acc: 0.783 OSCR : 53.960 AUROC_max_val (%): 74.278 AUROC_real (%): 63.637

Epoch 19/600
235/235 - 6s - loss: 2.9475 - accuracy: 0.7061 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):2.425788640975952
	accuracy: 0.7630000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.450 71.857 66.325 74.933 67.944
	Acc: 0.763 OSCR : 55.548 AUROC_max_val (%): 71.857 AUROC_real (%): 65.849

Epoch 20/600
235/235 - 6s - loss: 2.9184 - accuracy: 0.7087 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):2.170987844467163
	accuracy: 0.7985000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.575 72.998 66.925 74.288 70.218
	Acc: 0.798 OSCR : 58.883 AUROC_max_val (%): 72.998 AUROC_real (%): 67.618

Epoch 21/600
235/235 - 6s - loss: 2.9070 - accuracy: 0.7118 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):2.147897481918335
	accuracy: 0.7802500128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.825 73.645 67.925 77.487 68.447
	Acc: 0.780 OSCR : 61.376 AUROC_max_val (%): 73.645 AUROC_real (%): 70.807

Epoch 22/600
235/235 - 6s - loss: 2.8586 - accuracy: 0.7146 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.3704802989959717
	accuracy: 0.8067499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.475 73.710 67.812 74.832 70.565
	Acc: 0.807 OSCR : 54.907 AUROC_max_val (%): 73.710 AUROC_real (%): 63.549

Epoch 23/600
235/235 - 6s - loss: 2.7994 - accuracy: 0.7219 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.521510362625122
	accuracy: 0.7917500138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.625 72.676 67.600 75.637 68.354
	Acc: 0.792 OSCR : 52.480 AUROC_max_val (%): 72.676 AUROC_real (%): 60.672

Epoch 24/600
235/235 - 6s - loss: 2.7601 - accuracy: 0.7256 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.102141857147217
	accuracy: 0.7917500138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.700 73.532 67.463 76.483 69.816
	Acc: 0.792 OSCR : 59.642 AUROC_max_val (%): 73.532 AUROC_real (%): 68.923

Epoch 25/600
235/235 - 6s - loss: 2.7165 - accuracy: 0.7308 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.957582712173462
	accuracy: 0.8134999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.725 75.607 69.550 78.173 70.962
	Acc: 0.814 OSCR : 62.148 AUROC_max_val (%): 75.607 AUROC_real (%): 70.527

Epoch 26/600
235/235 - 6s - loss: 2.6993 - accuracy: 0.7301 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.9388502836227417
	accuracy: 0.8117499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.050 76.146 70.013 79.335 72.393
	Acc: 0.812 OSCR : 62.491 AUROC_max_val (%): 76.146 AUROC_real (%): 70.722

Epoch 27/600
235/235 - 6s - loss: 2.6568 - accuracy: 0.7350 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.1722185611724854
	accuracy: 0.8059999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.550 74.504 68.013 76.294 71.682
	Acc: 0.806 OSCR : 58.539 AUROC_max_val (%): 74.504 AUROC_real (%): 66.953

Epoch 28/600
235/235 - 6s - loss: 2.6079 - accuracy: 0.7405 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.819261074066162
	accuracy: 0.8389999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.900 78.105 71.975 81.702 73.263
	Acc: 0.839 OSCR : 61.729 AUROC_max_val (%): 78.105 AUROC_real (%): 68.781

Epoch 29/600
235/235 - 6s - loss: 2.6360 - accuracy: 0.7361 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.987818956375122
	accuracy: 0.809499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.825 78.071 71.288 79.723 74.643
	Acc: 0.809 OSCR : 64.237 AUROC_max_val (%): 78.071 AUROC_real (%): 73.985

Epoch 30/600
235/235 - 6s - loss: 2.5768 - accuracy: 0.7419 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):2.212204694747925
	accuracy: 0.7987499833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.900 75.419 68.962 77.754 72.094
	Acc: 0.799 OSCR : 59.027 AUROC_max_val (%): 75.419 AUROC_real (%): 67.585

Epoch 31/600
235/235 - 6s - loss: 2.5243 - accuracy: 0.7481 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.8518621921539307
	accuracy: 0.8192499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.350 73.853 68.288 77.588 69.155
	Acc: 0.819 OSCR : 62.637 AUROC_max_val (%): 73.853 AUROC_real (%): 69.997

Epoch 32/600
235/235 - 6s - loss: 2.5476 - accuracy: 0.7457 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.837806224822998
	accuracy: 0.8385000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.550 76.101 69.875 78.199 72.684
	Acc: 0.839 OSCR : 61.589 AUROC_max_val (%): 76.101 AUROC_real (%): 68.535

Epoch 33/600
235/235 - 6s - loss: 2.5309 - accuracy: 0.7445 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.8397029638290405
	accuracy: 0.828000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.325 79.352 72.612 82.269 74.949
	Acc: 0.828 OSCR : 64.091 AUROC_max_val (%): 79.352 AUROC_real (%): 71.905

Epoch 34/600
235/235 - 6s - loss: 2.4948 - accuracy: 0.7494 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):2.1131646633148193
	accuracy: 0.8047500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.325 76.796 70.013 79.233 72.787
	Acc: 0.805 OSCR : 59.020 AUROC_max_val (%): 76.796 AUROC_real (%): 67.892

Epoch 35/600
235/235 - 6s - loss: 2.4944 - accuracy: 0.7503 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.90584397315979
	accuracy: 0.8402500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.250 80.202 73.050 82.885 76.205
	Acc: 0.840 OSCR : 61.293 AUROC_max_val (%): 80.202 AUROC_real (%): 68.245

Epoch 36/600
235/235 - 6s - loss: 2.4665 - accuracy: 0.7529 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.137925148010254
	accuracy: 0.8115000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.625 78.500 72.013 81.038 74.529
	Acc: 0.811 OSCR : 61.007 AUROC_max_val (%): 78.500 AUROC_real (%): 69.572

Epoch 37/600
235/235 - 6s - loss: 2.4296 - accuracy: 0.7580 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.8497511148452759
	accuracy: 0.8234999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.275 79.764 72.513 82.415 75.491
	Acc: 0.824 OSCR : 65.296 AUROC_max_val (%): 79.764 AUROC_real (%): 73.670

Epoch 38/600
235/235 - 6s - loss: 2.3772 - accuracy: 0.7595 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6115310192108154
	accuracy: 0.8460000157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.975 78.977 72.563 82.238 74.035
	Acc: 0.846 OSCR : 65.815 AUROC_max_val (%): 78.977 AUROC_real (%): 72.390

Epoch 39/600
235/235 - 6s - loss: 2.4034 - accuracy: 0.7601 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.7283536195755005
	accuracy: 0.8447499871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.575 79.842 72.888 82.594 75.306
	Acc: 0.845 OSCR : 63.781 AUROC_max_val (%): 79.842 AUROC_real (%): 70.545

Epoch 40/600
235/235 - 6s - loss: 2.3653 - accuracy: 0.7652 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.8768924474716187
	accuracy: 0.8245000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.650 77.803 70.950 80.573 73.602
	Acc: 0.825 OSCR : 63.257 AUROC_max_val (%): 77.803 AUROC_real (%): 71.640

Epoch 41/600
235/235 - 6s - loss: 2.3568 - accuracy: 0.7627 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):2.0291459560394287
	accuracy: 0.8052499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.975 78.624 72.225 81.633 74.126
	Acc: 0.805 OSCR : 63.710 AUROC_max_val (%): 78.624 AUROC_real (%): 73.029

Epoch 42/600
235/235 - 6s - loss: 2.3254 - accuracy: 0.7667 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4986412525177002
	accuracy: 0.8585000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.275 78.873 72.188 80.863 75.347
	Acc: 0.859 OSCR : 66.888 AUROC_max_val (%): 78.873 AUROC_real (%): 73.225

Epoch 43/600
235/235 - 6s - loss: 2.3115 - accuracy: 0.7676 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6477868556976318
	accuracy: 0.84375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.375 77.478 70.737 79.822 73.893
	Acc: 0.844 OSCR : 64.876 AUROC_max_val (%): 77.478 AUROC_real (%): 71.685

Epoch 44/600
235/235 - 6s - loss: 2.2843 - accuracy: 0.7705 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.8960047960281372
	accuracy: 0.828499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.275 77.220 71.050 80.231 72.452
	Acc: 0.829 OSCR : 63.344 AUROC_max_val (%): 77.220 AUROC_real (%): 70.264

Epoch 45/600
235/235 - 6s - loss: 2.2872 - accuracy: 0.7702 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.9854692220687866
	accuracy: 0.8102499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.825 75.072 69.250 77.978 70.036
	Acc: 0.810 OSCR : 63.354 AUROC_max_val (%): 75.072 AUROC_real (%): 72.260

Epoch 46/600
235/235 - 6s - loss: 2.2889 - accuracy: 0.7703 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6330939531326294
	accuracy: 0.8477500081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.875 78.067 71.237 80.667 73.973
	Acc: 0.848 OSCR : 65.221 AUROC_max_val (%): 78.067 AUROC_real (%): 71.834

Epoch 47/600
235/235 - 6s - loss: 2.2540 - accuracy: 0.7731 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.701338529586792
	accuracy: 0.8345000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.300 78.067 71.287 80.715 73.843
	Acc: 0.835 OSCR : 64.866 AUROC_max_val (%): 78.067 AUROC_real (%): 71.964

Epoch 48/600
235/235 - 6s - loss: 2.2490 - accuracy: 0.7725 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.6557587385177612
	accuracy: 0.8427500128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.500 76.764 70.225 79.275 72.770
	Acc: 0.843 OSCR : 64.166 AUROC_max_val (%): 76.764 AUROC_real (%): 70.430

Epoch 49/600
235/235 - 6s - loss: 2.2332 - accuracy: 0.7757 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6348358392715454
	accuracy: 0.8457499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.225 78.492 71.525 81.482 73.919
	Acc: 0.846 OSCR : 64.762 AUROC_max_val (%): 78.492 AUROC_real (%): 71.247

Epoch 50/600
235/235 - 6s - loss: 2.1969 - accuracy: 0.7784 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.675673246383667
	accuracy: 0.8502500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.250 74.516 67.987 76.305 71.119
	Acc: 0.850 OSCR : 61.998 AUROC_max_val (%): 74.516 AUROC_real (%): 68.153

Epoch 51/600
235/235 - 6s - loss: 2.1910 - accuracy: 0.7807 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.734631061553955
	accuracy: 0.8492500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 81.199 73.938 83.455 77.999
	Acc: 0.849 OSCR : 64.421 AUROC_max_val (%): 81.199 AUROC_real (%): 71.199

Epoch 52/600
235/235 - 6s - loss: 2.1836 - accuracy: 0.7794 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5200989246368408
	accuracy: 0.8535000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.125 77.925 71.238 79.421 74.592
	Acc: 0.854 OSCR : 65.710 AUROC_max_val (%): 77.925 AUROC_real (%): 71.905

Epoch 53/600
235/235 - 6s - loss: 2.1870 - accuracy: 0.7827 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.7378569841384888
	accuracy: 0.8432499766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.925 78.838 72.325 81.581 73.740
	Acc: 0.843 OSCR : 65.020 AUROC_max_val (%): 78.838 AUROC_real (%): 71.991

Epoch 54/600
235/235 - 6s - loss: 2.1565 - accuracy: 0.7834 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.471466302871704
	accuracy: 0.8665000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.750 75.716 70.225 78.052 70.901
	Acc: 0.867 OSCR : 66.343 AUROC_max_val (%): 75.716 AUROC_real (%): 71.933

Epoch 55/600
235/235 - 6s - loss: 2.1406 - accuracy: 0.7865 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.466557502746582
	accuracy: 0.859499990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.650 77.352 71.150 78.818 73.345
	Acc: 0.860 OSCR : 66.131 AUROC_max_val (%): 77.352 AUROC_real (%): 71.708

Epoch 56/600
235/235 - 6s - loss: 2.1091 - accuracy: 0.7891 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3336663246154785
	accuracy: 0.8634999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.050 78.919 72.500 82.242 73.884
	Acc: 0.864 OSCR : 70.602 AUROC_max_val (%): 78.919 AUROC_real (%): 76.204

Epoch 57/600
235/235 - 6s - loss: 2.1426 - accuracy: 0.7840 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.7310515642166138
	accuracy: 0.831250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.250 79.521 72.875 82.137 75.432
	Acc: 0.831 OSCR : 66.723 AUROC_max_val (%): 79.521 AUROC_real (%): 74.811

Epoch 58/600
235/235 - 6s - loss: 2.1009 - accuracy: 0.7894 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.8899976015090942
	accuracy: 0.8234999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.125 76.678 69.800 79.375 73.003
	Acc: 0.824 OSCR : 64.002 AUROC_max_val (%): 76.678 AUROC_real (%): 71.654

Epoch 59/600
235/235 - 6s - loss: 2.0841 - accuracy: 0.7903 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.460064172744751
	accuracy: 0.8659999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.625 75.202 69.088 76.139 72.318
	Acc: 0.866 OSCR : 63.702 AUROC_max_val (%): 75.202 AUROC_real (%): 69.060

Epoch 60/600
235/235 - 6s - loss: 2.0531 - accuracy: 0.7928 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.7937018871307373
	accuracy: 0.840499997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 79.524 72.775 82.245 75.241
	Acc: 0.841 OSCR : 66.762 AUROC_max_val (%): 79.524 AUROC_real (%): 73.587

Epoch 61/600
235/235 - 6s - loss: 2.0632 - accuracy: 0.7909 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3131691217422485
	accuracy: 0.8677499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.625 80.759 73.600 83.833 76.675
	Acc: 0.868 OSCR : 70.511 AUROC_max_val (%): 80.759 AUROC_real (%): 76.412

Epoch 62/600
235/235 - 6s - loss: 2.0220 - accuracy: 0.7980 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6283721923828125
	accuracy: 0.8432499766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.150 79.715 72.763 82.195 76.229
	Acc: 0.843 OSCR : 66.963 AUROC_max_val (%): 79.715 AUROC_real (%): 74.219

Epoch 63/600
235/235 - 6s - loss: 2.0197 - accuracy: 0.7966 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.404420256614685
	accuracy: 0.8644999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.825 81.246 74.600 83.732 77.185
	Acc: 0.865 OSCR : 70.632 AUROC_max_val (%): 81.246 AUROC_real (%): 76.784

Epoch 64/600
235/235 - 6s - loss: 2.0459 - accuracy: 0.7920 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.4800565242767334
	accuracy: 0.859749972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.250 80.348 73.425 83.181 76.079
	Acc: 0.860 OSCR : 69.539 AUROC_max_val (%): 80.348 AUROC_real (%): 75.922

Epoch 65/600
235/235 - 6s - loss: 2.0221 - accuracy: 0.7955 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3626924753189087
	accuracy: 0.8669999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.775 80.191 73.000 82.770 76.707
	Acc: 0.867 OSCR : 66.735 AUROC_max_val (%): 80.191 AUROC_real (%): 72.252

Epoch 66/600
235/235 - 6s - loss: 1.9845 - accuracy: 0.8000 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.7839617729187012
	accuracy: 0.8622499704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 78.769 72.388 81.151 74.499
	Acc: 0.862 OSCR : 61.673 AUROC_max_val (%): 78.769 AUROC_real (%): 67.465

Epoch 67/600
235/235 - 6s - loss: 2.0124 - accuracy: 0.7964 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.455194354057312
	accuracy: 0.875 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.950 79.875 73.163 82.269 75.602
	Acc: 0.875 OSCR : 64.525 AUROC_max_val (%): 79.875 AUROC_real (%): 69.643

Epoch 68/600
235/235 - 6s - loss: 1.9850 - accuracy: 0.7991 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5622200965881348
	accuracy: 0.859499990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.550 80.978 73.812 83.289 77.346
	Acc: 0.860 OSCR : 66.002 AUROC_max_val (%): 80.978 AUROC_real (%): 71.829

Epoch 69/600
235/235 - 6s - loss: 1.9630 - accuracy: 0.8005 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4655907154083252
	accuracy: 0.8679999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.700 79.862 73.000 82.489 75.457
	Acc: 0.868 OSCR : 67.560 AUROC_max_val (%): 79.862 AUROC_real (%): 73.049

Epoch 70/600
235/235 - 6s - loss: 1.9576 - accuracy: 0.8034 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3937487602233887
	accuracy: 0.8740000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.150 76.671 70.112 78.921 72.625
	Acc: 0.874 OSCR : 67.105 AUROC_max_val (%): 76.671 AUROC_real (%): 72.530

Epoch 71/600
235/235 - 6s - loss: 1.9579 - accuracy: 0.8032 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5597220659255981
	accuracy: 0.8642500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.350 79.458 73.250 81.597 75.169
	Acc: 0.864 OSCR : 65.053 AUROC_max_val (%): 79.458 AUROC_real (%): 70.870

Epoch 72/600
235/235 - 6s - loss: 1.9302 - accuracy: 0.8040 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4556063413619995
	accuracy: 0.8657500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.525 74.976 69.575 78.627 69.672
	Acc: 0.866 OSCR : 64.455 AUROC_max_val (%): 74.976 AUROC_real (%): 69.548

Epoch 73/600
235/235 - 6s - loss: 1.9160 - accuracy: 0.8059 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.2622084617614746
	accuracy: 0.8895000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.975 80.513 73.675 83.317 76.027
	Acc: 0.889 OSCR : 68.667 AUROC_max_val (%): 80.513 AUROC_real (%): 73.333

Epoch 74/600
235/235 - 6s - loss: 1.9014 - accuracy: 0.8076 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.395503044128418
	accuracy: 0.8727499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.900 79.359 73.037 81.899 75.599
	Acc: 0.873 OSCR : 68.143 AUROC_max_val (%): 79.359 AUROC_real (%): 73.275

Epoch 75/600
235/235 - 6s - loss: 1.9234 - accuracy: 0.8055 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4930498600006104
	accuracy: 0.8537499904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.125 80.841 73.537 83.265 77.485
	Acc: 0.854 OSCR : 70.425 AUROC_max_val (%): 80.841 AUROC_real (%): 76.986

Epoch 76/600
235/235 - 6s - loss: 1.9092 - accuracy: 0.8077 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.2311463356018066
	accuracy: 0.8772500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.975 79.029 71.963 81.409 75.241
	Acc: 0.877 OSCR : 70.316 AUROC_max_val (%): 79.029 AUROC_real (%): 75.625

Epoch 77/600
235/235 - 6s - loss: 1.8854 - accuracy: 0.8087 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.1378016471862793
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.350 80.597 73.425 82.641 77.205
	Acc: 0.887 OSCR : 72.962 AUROC_max_val (%): 80.597 AUROC_real (%): 77.903

Epoch 78/600
235/235 - 6s - loss: 1.8449 - accuracy: 0.8143 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.37721848487854
	accuracy: 0.8672500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.325 79.478 72.562 81.750 75.224
	Acc: 0.867 OSCR : 68.417 AUROC_max_val (%): 79.478 AUROC_real (%): 74.248

Epoch 79/600
235/235 - 6s - loss: 1.8454 - accuracy: 0.8160 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2655549049377441
	accuracy: 0.8784999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.450 79.717 73.737 83.037 74.409
	Acc: 0.878 OSCR : 71.236 AUROC_max_val (%): 79.717 AUROC_real (%): 76.415

Epoch 80/600
235/235 - 6s - loss: 1.8455 - accuracy: 0.8128 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3326886892318726
	accuracy: 0.8715000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.200 82.228 75.237 84.481 78.467
	Acc: 0.872 OSCR : 71.535 AUROC_max_val (%): 82.228 AUROC_real (%): 77.308

Epoch 81/600
235/235 - 6s - loss: 1.8605 - accuracy: 0.8111 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3404291868209839
	accuracy: 0.8737499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.300 79.404 72.512 82.210 74.633
	Acc: 0.874 OSCR : 66.918 AUROC_max_val (%): 79.404 AUROC_real (%): 71.896

Epoch 82/600
235/235 - 6s - loss: 1.7994 - accuracy: 0.8179 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3157349824905396
	accuracy: 0.8744999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.675 79.528 72.700 81.968 76.062
	Acc: 0.875 OSCR : 68.148 AUROC_max_val (%): 79.528 AUROC_real (%): 73.566

Epoch 83/600
235/235 - 6s - loss: 1.8133 - accuracy: 0.8150 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.2924890518188477
	accuracy: 0.8762500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.150 81.107 73.650 83.678 77.121
	Acc: 0.876 OSCR : 68.391 AUROC_max_val (%): 81.107 AUROC_real (%): 73.664

Epoch 84/600
235/235 - 6s - loss: 1.8065 - accuracy: 0.8174 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3660697937011719
	accuracy: 0.8707500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.325 81.303 74.162 84.324 77.082
	Acc: 0.871 OSCR : 69.814 AUROC_max_val (%): 81.303 AUROC_real (%): 75.103

Epoch 85/600
235/235 - 6s - loss: 1.8027 - accuracy: 0.8177 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3841360807418823
	accuracy: 0.8672500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.675 81.376 74.537 84.087 76.990
	Acc: 0.867 OSCR : 69.416 AUROC_max_val (%): 81.376 AUROC_real (%): 74.784

Epoch 86/600
235/235 - 6s - loss: 1.7756 - accuracy: 0.8192 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2429931163787842
	accuracy: 0.8797500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.450 81.461 74.675 83.532 77.728
	Acc: 0.880 OSCR : 71.114 AUROC_max_val (%): 81.461 AUROC_real (%): 76.525

Epoch 87/600
235/235 - 6s - loss: 1.7731 - accuracy: 0.8209 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5069725513458252
	accuracy: 0.8615000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.625 81.942 74.875 84.105 78.765
	Acc: 0.862 OSCR : 67.334 AUROC_max_val (%): 81.942 AUROC_real (%): 74.153

Epoch 88/600
235/235 - 6s - loss: 1.7703 - accuracy: 0.8204 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4001867771148682
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.700 81.984 75.088 84.111 78.476
	Acc: 0.887 OSCR : 66.794 AUROC_max_val (%): 81.984 AUROC_real (%): 71.791

Epoch 89/600
235/235 - 6s - loss: 1.7429 - accuracy: 0.8230 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3509190082550049
	accuracy: 0.8665000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.325 79.501 73.575 82.395 75.353
	Acc: 0.867 OSCR : 71.147 AUROC_max_val (%): 79.501 AUROC_real (%): 76.678

Epoch 90/600
235/235 - 6s - loss: 1.7444 - accuracy: 0.8228 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1831080913543701
	accuracy: 0.8877500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.625 78.359 72.125 80.163 74.069
	Acc: 0.888 OSCR : 69.189 AUROC_max_val (%): 78.359 AUROC_real (%): 73.721

Epoch 91/600
235/235 - 6s - loss: 1.7568 - accuracy: 0.8230 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2700703144073486
	accuracy: 0.8859999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.425 81.244 74.388 83.604 77.444
	Acc: 0.886 OSCR : 68.274 AUROC_max_val (%): 81.244 AUROC_real (%): 73.099

Epoch 92/600
235/235 - 6s - loss: 1.7421 - accuracy: 0.8227 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1434708833694458
	accuracy: 0.8899999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.025 82.898 75.562 85.507 78.965
	Acc: 0.890 OSCR : 71.243 AUROC_max_val (%): 82.898 AUROC_real (%): 75.947

Epoch 93/600
235/235 - 6s - loss: 1.7297 - accuracy: 0.8252 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6276103258132935
	accuracy: 0.8532500267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.550 79.666 72.950 81.488 75.926
	Acc: 0.853 OSCR : 64.167 AUROC_max_val (%): 79.666 AUROC_real (%): 70.896

Epoch 94/600
235/235 - 6s - loss: 1.7279 - accuracy: 0.8250 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1416462659835815
	accuracy: 0.8914999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.675 79.799 72.975 82.329 75.873
	Acc: 0.891 OSCR : 69.790 AUROC_max_val (%): 79.799 AUROC_real (%): 74.312

Epoch 95/600
235/235 - 6s - loss: 1.7075 - accuracy: 0.8267 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3191636800765991
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.150 81.279 74.100 83.623 77.876
	Acc: 0.887 OSCR : 66.930 AUROC_max_val (%): 81.279 AUROC_real (%): 71.745

Epoch 96/600
235/235 - 6s - loss: 1.7055 - accuracy: 0.8270 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2051517963409424
	accuracy: 0.8827499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.325 81.825 75.263 84.524 77.340
	Acc: 0.883 OSCR : 72.098 AUROC_max_val (%): 81.825 AUROC_real (%): 77.361

Epoch 97/600
235/235 - 6s - loss: 1.6801 - accuracy: 0.8297 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1757662296295166
	accuracy: 0.8924999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.575 80.570 74.000 82.781 76.319
	Acc: 0.892 OSCR : 70.275 AUROC_max_val (%): 80.570 AUROC_real (%): 74.702

Epoch 98/600
235/235 - 6s - loss: 1.6916 - accuracy: 0.8273 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3051263093948364
	accuracy: 0.8709999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.550 79.607 72.550 81.639 76.633
	Acc: 0.871 OSCR : 69.428 AUROC_max_val (%): 79.607 AUROC_real (%): 74.769

Epoch 99/600
235/235 - 6s - loss: 1.6938 - accuracy: 0.8282 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2363804578781128
	accuracy: 0.8859999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.950 80.711 73.900 83.122 76.482
	Acc: 0.886 OSCR : 69.844 AUROC_max_val (%): 80.711 AUROC_real (%): 74.834

Epoch 100/600
235/235 - 6s - loss: 1.6511 - accuracy: 0.8321 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1536394357681274
	accuracy: 0.8960000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.925 83.107 75.975 85.367 79.638
	Acc: 0.896 OSCR : 71.041 AUROC_max_val (%): 83.107 AUROC_real (%): 75.362

Epoch 101/600
235/235 - 6s - loss: 1.6329 - accuracy: 0.8342 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2017028331756592
	accuracy: 0.8797500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.425 80.318 73.037 82.820 76.669
	Acc: 0.880 OSCR : 69.873 AUROC_max_val (%): 80.318 AUROC_real (%): 74.658

Epoch 102/600
235/235 - 6s - loss: 1.6316 - accuracy: 0.8333 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.125474214553833
	accuracy: 0.8930000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.725 79.740 73.388 82.271 75.891
	Acc: 0.893 OSCR : 69.343 AUROC_max_val (%): 79.740 AUROC_real (%): 73.549

Epoch 103/600
235/235 - 6s - loss: 1.6391 - accuracy: 0.8326 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3711609840393066
	accuracy: 0.8792499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.350 78.311 71.975 80.127 74.606
	Acc: 0.879 OSCR : 65.931 AUROC_max_val (%): 78.311 AUROC_real (%): 70.672

Epoch 104/600
235/235 - 6s - loss: 1.6281 - accuracy: 0.8352 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1495977640151978
	accuracy: 0.8934999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.600 80.174 73.125 81.985 76.922
	Acc: 0.893 OSCR : 70.176 AUROC_max_val (%): 80.174 AUROC_real (%): 74.516

Epoch 105/600
235/235 - 6s - loss: 1.6145 - accuracy: 0.8345 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0879496335983276
	accuracy: 0.8964999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.375 83.549 76.025 85.911 79.784
	Acc: 0.896 OSCR : 74.708 AUROC_max_val (%): 83.549 AUROC_real (%): 79.222

Epoch 106/600
235/235 - 6s - loss: 1.6332 - accuracy: 0.8335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1342359781265259
	accuracy: 0.8852499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.825 80.831 73.838 83.055 76.898
	Acc: 0.885 OSCR : 71.623 AUROC_max_val (%): 80.831 AUROC_real (%): 76.219

Epoch 107/600
235/235 - 6s - loss: 1.6189 - accuracy: 0.8359 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0821057558059692
	accuracy: 0.8974999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.850 82.859 76.025 85.558 78.578
	Acc: 0.897 OSCR : 72.905 AUROC_max_val (%): 82.859 AUROC_real (%): 77.136

Epoch 108/600
235/235 - 6s - loss: 1.5951 - accuracy: 0.8364 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0796390771865845
	accuracy: 0.8912500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.175 80.899 74.963 83.920 76.069
	Acc: 0.891 OSCR : 73.046 AUROC_max_val (%): 80.899 AUROC_real (%): 77.373

Epoch 109/600
235/235 - 6s - loss: 1.5999 - accuracy: 0.8367 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.231867790222168
	accuracy: 0.887499988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.948 77.775 87.067 80.971
	Acc: 0.887 OSCR : 72.581 AUROC_max_val (%): 84.948 AUROC_real (%): 77.523

Epoch 110/600
235/235 - 6s - loss: 1.5842 - accuracy: 0.8386 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1362744569778442
	accuracy: 0.8895000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.775 83.006 75.913 85.313 79.180
	Acc: 0.889 OSCR : 73.925 AUROC_max_val (%): 83.006 AUROC_real (%): 78.966

Epoch 111/600
235/235 - 6s - loss: 1.5704 - accuracy: 0.8405 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0749664306640625
	accuracy: 0.8927500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.450 82.890 75.938 84.759 79.591
	Acc: 0.893 OSCR : 73.065 AUROC_max_val (%): 82.890 AUROC_real (%): 77.481

Epoch 112/600
235/235 - 6s - loss: 1.5696 - accuracy: 0.8392 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0850576162338257
	accuracy: 0.8964999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.550 82.400 75.638 84.906 78.139
	Acc: 0.896 OSCR : 71.120 AUROC_max_val (%): 82.400 AUROC_real (%): 75.191

Epoch 113/600
235/235 - 6s - loss: 1.5501 - accuracy: 0.8429 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.090622067451477
	accuracy: 0.8932499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.300 81.218 74.562 83.192 77.261
	Acc: 0.893 OSCR : 73.328 AUROC_max_val (%): 81.218 AUROC_real (%): 77.660

Epoch 114/600
235/235 - 6s - loss: 1.5407 - accuracy: 0.8440 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2057926654815674
	accuracy: 0.8880000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.275 80.235 73.725 81.961 76.589
	Acc: 0.888 OSCR : 71.307 AUROC_max_val (%): 80.235 AUROC_real (%): 76.088

Epoch 115/600
235/235 - 6s - loss: 1.5125 - accuracy: 0.8470 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1217612028121948
	accuracy: 0.8964999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.175 79.072 72.475 81.528 75.100
	Acc: 0.896 OSCR : 70.632 AUROC_max_val (%): 79.072 AUROC_real (%): 75.020

Epoch 116/600
235/235 - 6s - loss: 1.5246 - accuracy: 0.8467 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1169557571411133
	accuracy: 0.893750011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.775 83.624 76.737 85.712 80.168
	Acc: 0.894 OSCR : 72.533 AUROC_max_val (%): 83.624 AUROC_real (%): 77.135

Epoch 117/600
235/235 - 6s - loss: 1.5167 - accuracy: 0.8469 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.087741494178772
	accuracy: 0.8924999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.075 82.924 75.825 85.252 79.478
	Acc: 0.892 OSCR : 72.982 AUROC_max_val (%): 82.924 AUROC_real (%): 77.413

Epoch 118/600
235/235 - 6s - loss: 1.5121 - accuracy: 0.8459 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0903416872024536
	accuracy: 0.9012500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.675 80.264 73.287 81.943 77.053
	Acc: 0.901 OSCR : 71.348 AUROC_max_val (%): 80.264 AUROC_real (%): 75.530

Epoch 119/600
235/235 - 6s - loss: 1.5075 - accuracy: 0.8473 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0542658567428589
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.150 82.557 75.775 84.942 78.787
	Acc: 0.898 OSCR : 73.062 AUROC_max_val (%): 82.557 AUROC_real (%): 77.123

Epoch 120/600
235/235 - 6s - loss: 1.5150 - accuracy: 0.8465 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1661324501037598
	accuracy: 0.8889999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.800 79.182 72.650 81.715 75.150
	Acc: 0.889 OSCR : 69.955 AUROC_max_val (%): 79.182 AUROC_real (%): 74.541

Epoch 121/600
235/235 - 6s - loss: 1.5022 - accuracy: 0.8445 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1573917865753174
	accuracy: 0.8927500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.875 83.166 76.088 86.058 78.851
	Acc: 0.893 OSCR : 69.851 AUROC_max_val (%): 83.166 AUROC_real (%): 74.332

Epoch 122/600
235/235 - 6s - loss: 1.4765 - accuracy: 0.8517 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.989359974861145
	accuracy: 0.9035000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.150 81.699 74.925 84.431 77.257
	Acc: 0.903 OSCR : 72.396 AUROC_max_val (%): 81.699 AUROC_real (%): 76.179

Epoch 123/600
235/235 - 6s - loss: 1.4837 - accuracy: 0.8492 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.073805809020996
	accuracy: 0.8992499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.400 81.385 73.975 83.732 77.782
	Acc: 0.899 OSCR : 70.204 AUROC_max_val (%): 81.385 AUROC_real (%): 74.564

Epoch 124/600
235/235 - 6s - loss: 1.4433 - accuracy: 0.8538 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0914201736450195
	accuracy: 0.8974999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.000 82.551 75.963 85.336 78.212
	Acc: 0.897 OSCR : 72.685 AUROC_max_val (%): 82.551 AUROC_real (%): 76.984

Epoch 125/600
235/235 - 6s - loss: 1.4535 - accuracy: 0.8513 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0238373279571533
	accuracy: 0.9007499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.250 81.946 75.263 84.516 77.628
	Acc: 0.901 OSCR : 71.285 AUROC_max_val (%): 81.946 AUROC_real (%): 75.188

Epoch 126/600
235/235 - 6s - loss: 1.4604 - accuracy: 0.8494 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.03226900100708
	accuracy: 0.9007499814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.050 82.198 74.975 84.560 78.382
	Acc: 0.901 OSCR : 71.617 AUROC_max_val (%): 82.198 AUROC_real (%): 75.599

Epoch 127/600
235/235 - 6s - loss: 1.4479 - accuracy: 0.8511 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.035513997077942
	accuracy: 0.9024999737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.825 80.148 73.463 82.879 75.924
	Acc: 0.902 OSCR : 70.854 AUROC_max_val (%): 80.148 AUROC_real (%): 74.778

Epoch 128/600
235/235 - 6s - loss: 1.4473 - accuracy: 0.8518 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.079050898551941
	accuracy: 0.8982499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.600 82.522 75.450 85.034 78.764
	Acc: 0.898 OSCR : 71.135 AUROC_max_val (%): 82.522 AUROC_real (%): 75.323

Epoch 129/600
235/235 - 6s - loss: 1.4300 - accuracy: 0.8542 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9839208126068115
	accuracy: 0.9012500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.625 83.280 76.088 85.580 79.443
	Acc: 0.901 OSCR : 74.697 AUROC_max_val (%): 83.280 AUROC_real (%): 78.847

Epoch 130/600
235/235 - 6s - loss: 1.4265 - accuracy: 0.8538 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0531871318817139
	accuracy: 0.9027500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.325 83.049 76.000 85.232 79.401
	Acc: 0.903 OSCR : 71.675 AUROC_max_val (%): 83.049 AUROC_real (%): 76.079

Epoch 131/600
235/235 - 6s - loss: 1.4280 - accuracy: 0.8542 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0780856609344482
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.650 83.400 76.538 86.050 78.935
	Acc: 0.898 OSCR : 72.795 AUROC_max_val (%): 83.400 AUROC_real (%): 77.216

Epoch 132/600
235/235 - 6s - loss: 1.4062 - accuracy: 0.8582 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9857113361358643
	accuracy: 0.9037500023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.475 82.409 75.500 85.052 78.890
	Acc: 0.904 OSCR : 72.793 AUROC_max_val (%): 82.409 AUROC_real (%): 76.801

Epoch 133/600
235/235 - 6s - loss: 1.3919 - accuracy: 0.8581 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.933164656162262
	accuracy: 0.909500002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.875 84.248 77.388 86.394 80.893
	Acc: 0.909 OSCR : 74.662 AUROC_max_val (%): 84.248 AUROC_real (%): 78.508

Epoch 134/600
235/235 - 6s - loss: 1.4204 - accuracy: 0.8547 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0492465496063232
	accuracy: 0.9045000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.450 82.644 76.012 85.072 79.070
	Acc: 0.904 OSCR : 70.950 AUROC_max_val (%): 82.644 AUROC_real (%): 74.983

Epoch 135/600
235/235 - 6s - loss: 1.3817 - accuracy: 0.8581 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0908209085464478
	accuracy: 0.8964999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.275 83.444 76.388 86.048 79.819
	Acc: 0.896 OSCR : 72.076 AUROC_max_val (%): 83.444 AUROC_real (%): 76.661

Epoch 136/600
235/235 - 6s - loss: 1.3795 - accuracy: 0.8585 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9987719655036926
	accuracy: 0.9082499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 83.034 76.475 85.674 78.842
	Acc: 0.908 OSCR : 72.929 AUROC_max_val (%): 83.034 AUROC_real (%): 76.769

Epoch 137/600
235/235 - 6s - loss: 1.3917 - accuracy: 0.8576 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9788122773170471
	accuracy: 0.9077500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 82.377 75.500 84.732 78.807
	Acc: 0.908 OSCR : 72.921 AUROC_max_val (%): 82.377 AUROC_real (%): 76.759

Epoch 138/600
235/235 - 6s - loss: 1.3541 - accuracy: 0.8619 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9946694374084473
	accuracy: 0.9122499823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.325 84.980 77.950 87.583 81.004
	Acc: 0.912 OSCR : 73.101 AUROC_max_val (%): 84.980 AUROC_real (%): 76.919

Epoch 139/600
235/235 - 6s - loss: 1.3533 - accuracy: 0.8630 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9954080581665039
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 84.262 77.312 86.088 81.240
	Acc: 0.908 OSCR : 72.826 AUROC_max_val (%): 84.262 AUROC_real (%): 76.648

Epoch 140/600
235/235 - 6s - loss: 1.3578 - accuracy: 0.8610 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0108301639556885
	accuracy: 0.9072499871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.750 83.588 76.600 85.507 79.889
	Acc: 0.907 OSCR : 71.346 AUROC_max_val (%): 83.588 AUROC_real (%): 75.250

Epoch 141/600
235/235 - 6s - loss: 1.3314 - accuracy: 0.8626 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0065861940383911
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.650 82.244 74.900 84.309 78.700
	Acc: 0.906 OSCR : 70.644 AUROC_max_val (%): 82.244 AUROC_real (%): 74.421

Epoch 142/600
235/235 - 6s - loss: 1.3527 - accuracy: 0.8615 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9531354904174805
	accuracy: 0.909250020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.925 82.556 75.538 84.807 78.738
	Acc: 0.909 OSCR : 72.290 AUROC_max_val (%): 82.556 AUROC_real (%): 75.969

Epoch 143/600
235/235 - 6s - loss: 1.3443 - accuracy: 0.8633 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0297070741653442
	accuracy: 0.9014999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.675 83.571 76.825 85.857 79.658
	Acc: 0.901 OSCR : 74.463 AUROC_max_val (%): 83.571 AUROC_real (%): 78.788

Epoch 144/600
235/235 - 6s - loss: 1.3353 - accuracy: 0.8640 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9729068279266357
	accuracy: 0.9075000286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.350 82.564 75.763 85.096 78.387
	Acc: 0.907 OSCR : 72.769 AUROC_max_val (%): 82.564 AUROC_real (%): 76.634

Epoch 145/600
235/235 - 6s - loss: 1.3405 - accuracy: 0.8631 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9276715517044067
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.250 82.983 76.538 85.517 79.156
	Acc: 0.910 OSCR : 75.575 AUROC_max_val (%): 82.983 AUROC_real (%): 79.486

Epoch 146/600
235/235 - 6s - loss: 1.3232 - accuracy: 0.8652 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9313063621520996
	accuracy: 0.9135000109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.125 83.340 76.338 85.552 79.755
	Acc: 0.913 OSCR : 72.726 AUROC_max_val (%): 83.340 AUROC_real (%): 76.416

Epoch 147/600
235/235 - 6s - loss: 1.3144 - accuracy: 0.8661 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0247660875320435
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.675 83.126 76.075 85.105 79.507
	Acc: 0.906 OSCR : 72.202 AUROC_max_val (%): 83.126 AUROC_real (%): 76.366

Epoch 148/600
235/235 - 6s - loss: 1.3036 - accuracy: 0.8677 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9253199100494385
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.600 82.349 75.737 85.015 78.063
	Acc: 0.918 OSCR : 73.179 AUROC_max_val (%): 82.349 AUROC_real (%): 76.480

Epoch 149/600
235/235 - 6s - loss: 1.3062 - accuracy: 0.8671 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9283941388130188
	accuracy: 0.9114999771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.875 83.390 76.237 85.415 79.909
	Acc: 0.911 OSCR : 73.188 AUROC_max_val (%): 83.390 AUROC_real (%): 76.787

Epoch 150/600
235/235 - 6s - loss: 1.3036 - accuracy: 0.8681 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9816247224807739
	accuracy: 0.9107499718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 84.183 76.987 86.368 80.497
	Acc: 0.911 OSCR : 73.121 AUROC_max_val (%): 84.183 AUROC_real (%): 76.886

Epoch 151/600
235/235 - 6s - loss: 1.2901 - accuracy: 0.8677 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9663103818893433
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.025 83.530 76.538 86.000 79.828
	Acc: 0.907 OSCR : 73.924 AUROC_max_val (%): 83.530 AUROC_real (%): 77.855

Epoch 152/600
235/235 - 6s - loss: 1.2915 - accuracy: 0.8676 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.946459949016571
	accuracy: 0.9112499952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.400 83.606 76.763 86.166 78.982
	Acc: 0.911 OSCR : 73.069 AUROC_max_val (%): 83.606 AUROC_real (%): 76.631

Epoch 153/600
235/235 - 6s - loss: 1.2844 - accuracy: 0.8680 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.955298662185669
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.125 83.352 76.600 85.701 79.278
	Acc: 0.910 OSCR : 72.925 AUROC_max_val (%): 83.352 AUROC_real (%): 76.623

Epoch 154/600
235/235 - 6s - loss: 1.2608 - accuracy: 0.8710 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9629650115966797
	accuracy: 0.9075000286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.825 83.001 75.975 85.414 79.217
	Acc: 0.907 OSCR : 73.590 AUROC_max_val (%): 83.001 AUROC_real (%): 77.502

Epoch 155/600
235/235 - 6s - loss: 1.2512 - accuracy: 0.8715 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9588115215301514
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.625 83.908 77.113 86.078 80.114
	Acc: 0.914 OSCR : 73.550 AUROC_max_val (%): 83.908 AUROC_real (%): 77.486

Epoch 156/600
235/235 - 6s - loss: 1.2748 - accuracy: 0.8688 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.929624617099762
	accuracy: 0.9102500081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.050 83.474 76.963 85.766 79.640
	Acc: 0.910 OSCR : 74.292 AUROC_max_val (%): 83.474 AUROC_real (%): 78.106

Epoch 157/600
235/235 - 6s - loss: 1.2528 - accuracy: 0.8716 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.96384197473526
	accuracy: 0.9137499928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.975 82.462 75.625 84.617 78.677
	Acc: 0.914 OSCR : 71.188 AUROC_max_val (%): 82.462 AUROC_real (%): 74.677

Epoch 158/600
235/235 - 6s - loss: 1.2768 - accuracy: 0.8690 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9357591271400452
	accuracy: 0.9117500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 83.374 76.500 85.721 79.463
	Acc: 0.912 OSCR : 73.921 AUROC_max_val (%): 83.374 AUROC_real (%): 77.575

Epoch 159/600
235/235 - 6s - loss: 1.2430 - accuracy: 0.8727 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9516661763191223
	accuracy: 0.9112499952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.525 83.290 76.425 85.653 79.285
	Acc: 0.911 OSCR : 72.035 AUROC_max_val (%): 83.290 AUROC_real (%): 75.712

Epoch 160/600
235/235 - 6s - loss: 1.2370 - accuracy: 0.8737 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9378807544708252
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.575 83.650 77.013 85.642 80.201
	Acc: 0.914 OSCR : 72.964 AUROC_max_val (%): 83.650 AUROC_real (%): 76.614

Epoch 161/600
235/235 - 6s - loss: 1.2377 - accuracy: 0.8735 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8647441864013672
	accuracy: 0.918749988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.975 83.611 76.338 85.793 80.239
	Acc: 0.919 OSCR : 74.077 AUROC_max_val (%): 83.611 AUROC_real (%): 77.507

Epoch 162/600
235/235 - 6s - loss: 1.2162 - accuracy: 0.8773 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9850540161132812
	accuracy: 0.9125000238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 81.443 75.025 83.699 77.036
	Acc: 0.912 OSCR : 71.111 AUROC_max_val (%): 81.443 AUROC_real (%): 74.824

Epoch 163/600
235/235 - 6s - loss: 1.2217 - accuracy: 0.8742 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9350473284721375
	accuracy: 0.9112499952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 83.082 76.500 85.317 78.804
	Acc: 0.911 OSCR : 72.138 AUROC_max_val (%): 83.082 AUROC_real (%): 75.561

Epoch 164/600
235/235 - 6s - loss: 1.2315 - accuracy: 0.8724 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9094469547271729
	accuracy: 0.9117500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.125 82.023 75.475 84.507 78.049
	Acc: 0.912 OSCR : 72.774 AUROC_max_val (%): 82.023 AUROC_real (%): 76.335

Epoch 165/600
235/235 - 6s - loss: 1.2109 - accuracy: 0.8753 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9570118188858032
	accuracy: 0.9114999771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.925 82.340 75.850 84.807 78.045
	Acc: 0.911 OSCR : 72.029 AUROC_max_val (%): 82.340 AUROC_real (%): 75.673

Epoch 166/600
235/235 - 6s - loss: 1.2109 - accuracy: 0.8767 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9224518537521362
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.525 83.219 76.913 85.789 78.877
	Acc: 0.915 OSCR : 72.136 AUROC_max_val (%): 83.219 AUROC_real (%): 75.660

Epoch 167/600
235/235 - 6s - loss: 1.1990 - accuracy: 0.8770 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9317703247070312
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.775 83.833 76.688 86.204 80.022
	Acc: 0.907 OSCR : 73.918 AUROC_max_val (%): 83.833 AUROC_real (%): 77.780

Epoch 168/600
235/235 - 6s - loss: 1.1841 - accuracy: 0.8784 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.941364049911499
	accuracy: 0.9097499847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.925 83.258 76.500 85.513 79.307
	Acc: 0.910 OSCR : 72.363 AUROC_max_val (%): 83.258 AUROC_real (%): 76.128

Epoch 169/600
235/235 - 6s - loss: 1.2019 - accuracy: 0.8764 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9167327284812927
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.900 83.124 76.437 85.661 78.875
	Acc: 0.913 OSCR : 72.366 AUROC_max_val (%): 83.124 AUROC_real (%): 75.913

Epoch 170/600
235/235 - 6s - loss: 1.2016 - accuracy: 0.8775 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9077004790306091
	accuracy: 0.9122499823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 82.352 75.513 84.592 78.110
	Acc: 0.912 OSCR : 72.626 AUROC_max_val (%): 82.352 AUROC_real (%): 76.146

Epoch 171/600
235/235 - 6s - loss: 1.1941 - accuracy: 0.8774 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9093035459518433
	accuracy: 0.9142500162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.475 82.817 76.175 85.303 78.547
	Acc: 0.914 OSCR : 71.723 AUROC_max_val (%): 82.817 AUROC_real (%): 75.001

Epoch 172/600
235/235 - 6s - loss: 1.1822 - accuracy: 0.8790 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9078475832939148
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.725 83.343 76.338 85.625 79.462
	Acc: 0.912 OSCR : 73.313 AUROC_max_val (%): 83.343 AUROC_real (%): 76.885

Epoch 173/600
235/235 - 6s - loss: 1.1670 - accuracy: 0.8796 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9068964123725891
	accuracy: 0.9087499976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.875 82.751 75.838 85.025 78.620
	Acc: 0.909 OSCR : 73.389 AUROC_max_val (%): 82.751 AUROC_real (%): 77.013

Epoch 174/600
235/235 - 6s - loss: 1.1925 - accuracy: 0.8775 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8875184655189514
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.025 82.839 76.150 85.108 78.710
	Acc: 0.913 OSCR : 72.994 AUROC_max_val (%): 82.839 AUROC_real (%): 76.410

Epoch 175/600
235/235 - 6s - loss: 1.1778 - accuracy: 0.8800 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.889719545841217
	accuracy: 0.9114999771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.525 82.738 75.938 85.157 78.586
	Acc: 0.911 OSCR : 73.439 AUROC_max_val (%): 82.738 AUROC_real (%): 76.932

Epoch 176/600
235/235 - 6s - loss: 1.1593 - accuracy: 0.8821 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8923065066337585
	accuracy: 0.9135000109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.425 83.146 76.325 85.354 79.146
	Acc: 0.913 OSCR : 73.295 AUROC_max_val (%): 83.146 AUROC_real (%): 76.771

Epoch 177/600
235/235 - 6s - loss: 1.1756 - accuracy: 0.8806 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9271435141563416
	accuracy: 0.9107499718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.725 83.103 76.375 85.189 79.248
	Acc: 0.911 OSCR : 73.026 AUROC_max_val (%): 83.103 AUROC_real (%): 76.576

Epoch 178/600
235/235 - 6s - loss: 1.1718 - accuracy: 0.8804 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9007956981658936
	accuracy: 0.9132500290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.325 83.579 76.913 85.843 79.656
	Acc: 0.913 OSCR : 73.361 AUROC_max_val (%): 83.579 AUROC_real (%): 76.889

Epoch 179/600
235/235 - 6s - loss: 1.1702 - accuracy: 0.8808 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8916143774986267
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.925 82.729 76.075 84.764 79.022
	Acc: 0.910 OSCR : 73.077 AUROC_max_val (%): 82.729 AUROC_real (%): 76.616

Epoch 180/600
235/235 - 6s - loss: 1.1686 - accuracy: 0.8805 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8834256529808044
	accuracy: 0.9144999980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.925 82.585 75.963 84.853 78.681
	Acc: 0.914 OSCR : 72.448 AUROC_max_val (%): 82.585 AUROC_real (%): 75.791

Epoch 181/600
235/235 - 6s - loss: 1.1542 - accuracy: 0.8814 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8760308623313904
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.975 82.763 75.987 84.896 79.085
	Acc: 0.915 OSCR : 72.938 AUROC_max_val (%): 82.763 AUROC_real (%): 76.259

Epoch 182/600
235/235 - 6s - loss: 1.1531 - accuracy: 0.8820 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.879986584186554
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.250 82.763 76.250 84.916 78.722
	Acc: 0.917 OSCR : 72.707 AUROC_max_val (%): 82.763 AUROC_real (%): 76.039

Epoch 183/600
235/235 - 6s - loss: 1.1701 - accuracy: 0.8814 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9000123143196106
	accuracy: 0.9167500138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.350 82.822 75.875 85.010 79.084
	Acc: 0.917 OSCR : 72.279 AUROC_max_val (%): 82.822 AUROC_real (%): 75.698

Epoch 184/600
235/235 - 6s - loss: 1.1453 - accuracy: 0.8839 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.880399227142334
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.625 83.143 76.413 85.328 79.254
	Acc: 0.916 OSCR : 72.510 AUROC_max_val (%): 83.143 AUROC_real (%): 75.802

Epoch 185/600
235/235 - 6s - loss: 1.1501 - accuracy: 0.8832 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8723664283752441
	accuracy: 0.9154999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.975 83.493 76.725 85.736 79.598
	Acc: 0.915 OSCR : 73.151 AUROC_max_val (%): 83.493 AUROC_real (%): 76.483

Epoch 186/600
235/235 - 6s - loss: 1.1368 - accuracy: 0.8827 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8699753284454346
	accuracy: 0.9144999980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.950 82.905 76.275 85.029 79.103
	Acc: 0.914 OSCR : 73.365 AUROC_max_val (%): 82.905 AUROC_real (%): 76.738

Epoch 187/600
235/235 - 6s - loss: 1.1287 - accuracy: 0.8844 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8656888008117676
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.850 83.247 76.763 85.443 79.581
	Acc: 0.914 OSCR : 73.464 AUROC_max_val (%): 83.247 AUROC_real (%): 76.813

Epoch 188/600
235/235 - 6s - loss: 1.1422 - accuracy: 0.8835 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8621599078178406
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 83.104 76.200 85.191 79.434
	Acc: 0.915 OSCR : 73.528 AUROC_max_val (%): 83.104 AUROC_real (%): 76.857

Epoch 189/600
235/235 - 6s - loss: 1.1406 - accuracy: 0.8846 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8557959794998169
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.975 83.424 76.775 85.673 79.547
	Acc: 0.914 OSCR : 73.674 AUROC_max_val (%): 83.424 AUROC_real (%): 76.989

Epoch 190/600
235/235 - 6s - loss: 1.1536 - accuracy: 0.8811 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8748143911361694
	accuracy: 0.9135000109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.475 83.168 76.350 85.340 79.342
	Acc: 0.913 OSCR : 73.172 AUROC_max_val (%): 83.168 AUROC_real (%): 76.531

Epoch 191/600
235/235 - 6s - loss: 1.1439 - accuracy: 0.8831 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8571197390556335
	accuracy: 0.9142500162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.775 83.349 76.688 85.558 79.388
	Acc: 0.914 OSCR : 73.556 AUROC_max_val (%): 83.349 AUROC_real (%): 76.843

Epoch 192/600
235/235 - 6s - loss: 1.1188 - accuracy: 0.8863 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8648608326911926
	accuracy: 0.9144999980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.100 82.962 76.263 85.167 78.988
	Acc: 0.914 OSCR : 73.234 AUROC_max_val (%): 82.962 AUROC_real (%): 76.519

Epoch 193/600
235/235 - 6s - loss: 1.1516 - accuracy: 0.8812 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8596100807189941
	accuracy: 0.9154999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.625 83.134 76.325 85.367 79.162
	Acc: 0.915 OSCR : 73.625 AUROC_max_val (%): 83.134 AUROC_real (%): 76.921

Epoch 194/600
235/235 - 6s - loss: 1.1414 - accuracy: 0.8825 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8627078533172607
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 83.178 76.525 85.423 79.160
	Acc: 0.915 OSCR : 73.266 AUROC_max_val (%): 83.178 AUROC_real (%): 76.539

Epoch 195/600
235/235 - 6s - loss: 1.1190 - accuracy: 0.8847 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.851912796497345
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.875 83.347 76.538 85.612 79.328
	Acc: 0.915 OSCR : 73.820 AUROC_max_val (%): 83.347 AUROC_real (%): 77.103

Epoch 196/600
235/235 - 6s - loss: 1.1353 - accuracy: 0.8846 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8600842356681824
	accuracy: 0.9142500162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 83.286 76.488 85.561 79.291
	Acc: 0.914 OSCR : 73.511 AUROC_max_val (%): 83.286 AUROC_real (%): 76.806

Epoch 197/600
235/235 - 6s - loss: 1.1410 - accuracy: 0.8838 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8555337190628052
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.725 83.404 76.612 85.692 79.391
	Acc: 0.915 OSCR : 73.634 AUROC_max_val (%): 83.404 AUROC_real (%): 76.914

Epoch 198/600
235/235 - 6s - loss: 1.1111 - accuracy: 0.8857 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8442769646644592
	accuracy: 0.9154999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.650 83.386 76.600 85.669 79.405
	Acc: 0.915 OSCR : 73.967 AUROC_max_val (%): 83.386 AUROC_real (%): 77.218

Epoch 199/600
235/235 - 6s - loss: 1.1523 - accuracy: 0.8825 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8545863628387451
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.050 83.311 76.587 85.579 79.335
	Acc: 0.914 OSCR : 73.637 AUROC_max_val (%): 83.311 AUROC_real (%): 76.924

Epoch 200/600
235/235 - 6s - loss: 1.1257 - accuracy: 0.8867 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8559832572937012
	accuracy: 0.9142500162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.750 83.300 76.625 85.577 79.344
	Acc: 0.914 OSCR : 73.528 AUROC_max_val (%): 83.300 AUROC_real (%): 76.812

Epoch 201/600
235/235 - 6s - loss: 1.1340 - accuracy: 0.8831 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8517958521842957
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.900 83.396 76.637 85.669 79.443
	Acc: 0.915 OSCR : 73.711 AUROC_max_val (%): 83.396 AUROC_real (%): 76.985

Epoch 202/600
235/235 - 6s - loss: 1.7656 - accuracy: 0.8224 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4050605297088623
	accuracy: 0.8734999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.250 82.496 75.075 84.801 79.380
	Acc: 0.874 OSCR : 67.368 AUROC_max_val (%): 82.496 AUROC_real (%): 72.934

Epoch 203/600
235/235 - 6s - loss: 1.7478 - accuracy: 0.8248 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5389243364334106
	accuracy: 0.8830000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.575 79.872 73.737 81.647 75.520
	Acc: 0.883 OSCR : 59.994 AUROC_max_val (%): 79.872 AUROC_real (%): 64.333

Epoch 204/600
235/235 - 6s - loss: 1.7357 - accuracy: 0.8245 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.253804326057434
	accuracy: 0.8824999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.875 77.845 71.000 80.194 74.847
	Acc: 0.882 OSCR : 65.353 AUROC_max_val (%): 77.845 AUROC_real (%): 70.069

Epoch 205/600
235/235 - 6s - loss: 1.7381 - accuracy: 0.8248 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.8388692140579224
	accuracy: 0.8627499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.650 77.671 71.612 80.411 73.378
	Acc: 0.863 OSCR : 61.553 AUROC_max_val (%): 77.671 AUROC_real (%): 67.749

Epoch 206/600
235/235 - 6s - loss: 1.7599 - accuracy: 0.8232 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5516815185546875
	accuracy: 0.8572499752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.500 80.638 74.275 83.237 76.184
	Acc: 0.857 OSCR : 67.246 AUROC_max_val (%): 80.638 AUROC_real (%): 73.105

Epoch 207/600
235/235 - 6s - loss: 1.7352 - accuracy: 0.8249 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2588497400283813
	accuracy: 0.8812500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.750 81.530 74.800 83.680 77.914
	Acc: 0.881 OSCR : 69.889 AUROC_max_val (%): 81.530 AUROC_real (%): 75.071

Epoch 208/600
235/235 - 6s - loss: 1.7225 - accuracy: 0.8255 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2291990518569946
	accuracy: 0.8805000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.550 82.211 75.050 83.780 79.118
	Acc: 0.880 OSCR : 70.501 AUROC_max_val (%): 82.211 AUROC_real (%): 75.576

Epoch 209/600
235/235 - 6s - loss: 1.7103 - accuracy: 0.8265 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.200308084487915
	accuracy: 0.8834999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.150 79.403 72.663 81.137 76.276
	Acc: 0.883 OSCR : 68.773 AUROC_max_val (%): 79.403 AUROC_real (%): 73.630

Epoch 210/600
235/235 - 6s - loss: 1.7066 - accuracy: 0.8285 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.3978794813156128
	accuracy: 0.8654999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.350 80.004 73.475 82.481 75.922
	Acc: 0.866 OSCR : 68.515 AUROC_max_val (%): 80.004 AUROC_real (%): 74.187

Epoch 211/600
235/235 - 6s - loss: 1.6520 - accuracy: 0.8317 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2792648077011108
	accuracy: 0.8762500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 85.529 77.913 87.617 82.165
	Acc: 0.876 OSCR : 72.961 AUROC_max_val (%): 85.529 AUROC_real (%): 78.969

Epoch 212/600
235/235 - 6s - loss: 1.6870 - accuracy: 0.8312 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4354829788208008
	accuracy: 0.8667500019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.475 79.136 73.138 81.809 75.202
	Acc: 0.867 OSCR : 65.457 AUROC_max_val (%): 79.136 AUROC_real (%): 70.957

Epoch 213/600
235/235 - 6s - loss: 1.6822 - accuracy: 0.8287 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.232110857963562
	accuracy: 0.8809999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.500 81.721 75.338 84.103 77.972
	Acc: 0.881 OSCR : 70.061 AUROC_max_val (%): 81.721 AUROC_real (%): 75.222

Epoch 214/600
235/235 - 6s - loss: 1.6847 - accuracy: 0.8307 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3223977088928223
	accuracy: 0.8820000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.575 81.221 74.075 83.723 77.698
	Acc: 0.882 OSCR : 64.908 AUROC_max_val (%): 81.221 AUROC_real (%): 69.878

Epoch 215/600
235/235 - 6s - loss: 1.6726 - accuracy: 0.8321 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.208720326423645
	accuracy: 0.8962500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 83.496 76.700 86.005 80.073
	Acc: 0.896 OSCR : 69.724 AUROC_max_val (%): 83.496 AUROC_real (%): 74.099

Epoch 216/600
235/235 - 6s - loss: 1.6458 - accuracy: 0.8333 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1911309957504272
	accuracy: 0.8949999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.975 80.202 73.787 82.096 76.293
	Acc: 0.895 OSCR : 67.345 AUROC_max_val (%): 80.202 AUROC_real (%): 71.677

Epoch 217/600
235/235 - 6s - loss: 1.6729 - accuracy: 0.8297 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.305937647819519
	accuracy: 0.8895000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.650 80.118 73.675 81.645 76.100
	Acc: 0.889 OSCR : 67.628 AUROC_max_val (%): 80.118 AUROC_real (%): 72.411

Epoch 218/600
235/235 - 6s - loss: 1.6396 - accuracy: 0.8349 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2136648893356323
	accuracy: 0.8824999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.175 81.328 73.550 83.181 78.544
	Acc: 0.882 OSCR : 68.613 AUROC_max_val (%): 81.328 AUROC_real (%): 73.577

Epoch 219/600
235/235 - 6s - loss: 1.6296 - accuracy: 0.8368 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.177795648574829
	accuracy: 0.8930000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.250 81.324 74.338 82.559 78.214
	Acc: 0.893 OSCR : 71.272 AUROC_max_val (%): 81.324 AUROC_real (%): 75.735

Epoch 220/600
235/235 - 6s - loss: 1.6324 - accuracy: 0.8335 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1568717956542969
	accuracy: 0.8889999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.750 77.714 71.312 79.644 73.799
	Acc: 0.889 OSCR : 69.386 AUROC_max_val (%): 77.714 AUROC_real (%): 73.780

Epoch 221/600
235/235 - 6s - loss: 1.6446 - accuracy: 0.8357 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3976128101348877
	accuracy: 0.8730000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.300 74.588 69.237 77.562 69.768
	Acc: 0.873 OSCR : 66.584 AUROC_max_val (%): 74.588 AUROC_real (%): 71.407

Epoch 222/600
235/235 - 6s - loss: 1.6075 - accuracy: 0.8380 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2434121370315552
	accuracy: 0.8880000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.825 83.529 76.487 85.690 80.001
	Acc: 0.888 OSCR : 70.743 AUROC_max_val (%): 83.529 AUROC_real (%): 75.818

Epoch 223/600
235/235 - 6s - loss: 1.6343 - accuracy: 0.8353 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1311427354812622
	accuracy: 0.8897500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.825 82.814 75.925 85.309 78.790
	Acc: 0.890 OSCR : 74.995 AUROC_max_val (%): 82.814 AUROC_real (%): 79.703

Epoch 224/600
235/235 - 6s - loss: 1.5883 - accuracy: 0.8398 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2102701663970947
	accuracy: 0.8797500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 78.779 72.000 81.362 74.812
	Acc: 0.880 OSCR : 70.075 AUROC_max_val (%): 78.779 AUROC_real (%): 75.101

Epoch 225/600
235/235 - 6s - loss: 1.6061 - accuracy: 0.8384 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.268434762954712
	accuracy: 0.8822500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.000 79.054 72.513 80.644 75.687
	Acc: 0.882 OSCR : 69.304 AUROC_max_val (%): 79.054 AUROC_real (%): 74.268

Epoch 226/600
235/235 - 6s - loss: 1.5841 - accuracy: 0.8394 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0492143630981445
	accuracy: 0.9002500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.450 84.711 77.275 86.609 81.558
	Acc: 0.900 OSCR : 73.146 AUROC_max_val (%): 84.711 AUROC_real (%): 77.442

Epoch 227/600
235/235 - 6s - loss: 1.6038 - accuracy: 0.8388 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1794986724853516
	accuracy: 0.8945000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.775 82.856 75.600 85.388 78.665
	Acc: 0.894 OSCR : 67.893 AUROC_max_val (%): 82.856 AUROC_real (%): 72.100

Epoch 228/600
235/235 - 6s - loss: 1.5663 - accuracy: 0.8394 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1684874296188354
	accuracy: 0.890999972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.850 84.141 76.925 86.110 80.643
	Acc: 0.891 OSCR : 72.831 AUROC_max_val (%): 84.141 AUROC_real (%): 77.906

Epoch 229/600
235/235 - 6s - loss: 1.5769 - accuracy: 0.8417 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3433998823165894
	accuracy: 0.8895000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 83.107 75.750 85.257 79.873
	Acc: 0.889 OSCR : 66.689 AUROC_max_val (%): 83.107 AUROC_real (%): 71.573

Epoch 230/600
235/235 - 6s - loss: 1.5703 - accuracy: 0.8418 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0814083814620972
	accuracy: 0.8955000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.725 80.828 74.500 83.025 76.429
	Acc: 0.895 OSCR : 70.998 AUROC_max_val (%): 80.828 AUROC_real (%): 75.403

Epoch 231/600
235/235 - 6s - loss: 1.5681 - accuracy: 0.8398 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3699904680252075
	accuracy: 0.8740000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 83.170 75.938 85.543 79.617
	Acc: 0.874 OSCR : 70.052 AUROC_max_val (%): 83.170 AUROC_real (%): 75.867

Epoch 232/600
235/235 - 6s - loss: 1.5666 - accuracy: 0.8416 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2549943923950195
	accuracy: 0.8790000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.050 81.660 74.412 83.768 78.363
	Acc: 0.879 OSCR : 68.915 AUROC_max_val (%): 81.660 AUROC_real (%): 74.104

Epoch 233/600
235/235 - 6s - loss: 1.5373 - accuracy: 0.8440 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.223217248916626
	accuracy: 0.8917499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.825 80.366 73.475 82.438 76.542
	Acc: 0.892 OSCR : 66.231 AUROC_max_val (%): 80.366 AUROC_real (%): 70.742

Epoch 234/600
235/235 - 6s - loss: 1.5222 - accuracy: 0.8465 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1730151176452637
	accuracy: 0.8939999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.625 82.394 75.587 84.436 79.028
	Acc: 0.894 OSCR : 71.961 AUROC_max_val (%): 82.394 AUROC_real (%): 76.813

Epoch 235/600
235/235 - 6s - loss: 1.5050 - accuracy: 0.8481 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2512966394424438
	accuracy: 0.8887500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.225 81.418 74.863 83.375 77.587
	Acc: 0.889 OSCR : 67.160 AUROC_max_val (%): 81.418 AUROC_real (%): 71.807

Epoch 236/600
235/235 - 6s - loss: 1.5288 - accuracy: 0.8468 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.171742558479309
	accuracy: 0.8932499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.500 81.157 73.562 81.648 79.576
	Acc: 0.893 OSCR : 69.826 AUROC_max_val (%): 81.157 AUROC_real (%): 74.474

Epoch 237/600
235/235 - 6s - loss: 1.5160 - accuracy: 0.8439 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1011122465133667
	accuracy: 0.8947499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.175 81.649 75.325 83.850 77.716
	Acc: 0.895 OSCR : 73.021 AUROC_max_val (%): 81.649 AUROC_real (%): 77.112

Epoch 238/600
235/235 - 6s - loss: 1.4966 - accuracy: 0.8484 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1290686130523682
	accuracy: 0.8924999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.150 83.020 75.775 85.367 79.222
	Acc: 0.892 OSCR : 69.964 AUROC_max_val (%): 83.020 AUROC_real (%): 74.472

Epoch 239/600
235/235 - 6s - loss: 1.5267 - accuracy: 0.8471 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3021880388259888
	accuracy: 0.8867499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.950 79.280 73.025 81.506 75.279
	Acc: 0.887 OSCR : 64.647 AUROC_max_val (%): 79.280 AUROC_real (%): 69.367

Epoch 240/600
235/235 - 6s - loss: 1.4853 - accuracy: 0.8494 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1860718727111816
	accuracy: 0.8922500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.850 81.620 75.050 84.015 77.402
	Acc: 0.892 OSCR : 69.339 AUROC_max_val (%): 81.620 AUROC_real (%): 73.496

Epoch 241/600
235/235 - 6s - loss: 1.4832 - accuracy: 0.8484 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1383932828903198
	accuracy: 0.8922500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.400 81.188 74.600 83.605 77.551
	Acc: 0.892 OSCR : 70.581 AUROC_max_val (%): 81.188 AUROC_real (%): 75.273

Epoch 242/600
235/235 - 6s - loss: 1.4804 - accuracy: 0.8510 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2210886478424072
	accuracy: 0.8985000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.375 83.339 75.938 85.074 80.359
	Acc: 0.898 OSCR : 68.993 AUROC_max_val (%): 83.339 AUROC_real (%): 73.441

Epoch 243/600
235/235 - 6s - loss: 1.4981 - accuracy: 0.8490 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.057602882385254
	accuracy: 0.8964999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.875 84.631 77.612 86.957 80.747
	Acc: 0.896 OSCR : 74.842 AUROC_max_val (%): 84.631 AUROC_real (%): 79.310

Epoch 244/600
235/235 - 6s - loss: 1.4856 - accuracy: 0.8490 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0468732118606567
	accuracy: 0.9022499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.775 82.604 76.188 84.960 78.424
	Acc: 0.902 OSCR : 73.784 AUROC_max_val (%): 82.604 AUROC_real (%): 77.914

Epoch 245/600
235/235 - 6s - loss: 1.4789 - accuracy: 0.8506 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0837616920471191
	accuracy: 0.8974999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 84.986 77.463 87.270 81.542
	Acc: 0.897 OSCR : 71.633 AUROC_max_val (%): 84.986 AUROC_real (%): 75.826

Epoch 246/600
235/235 - 6s - loss: 1.4712 - accuracy: 0.8518 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2266595363616943
	accuracy: 0.8942499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.050 80.852 74.450 82.473 77.269
	Acc: 0.894 OSCR : 68.896 AUROC_max_val (%): 80.852 AUROC_real (%): 73.485

Epoch 247/600
235/235 - 6s - loss: 1.4693 - accuracy: 0.8521 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1902776956558228
	accuracy: 0.8945000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.025 82.389 75.262 84.362 79.125
	Acc: 0.894 OSCR : 69.869 AUROC_max_val (%): 82.389 AUROC_real (%): 74.435

Epoch 248/600
235/235 - 6s - loss: 1.4551 - accuracy: 0.8540 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0706028938293457
	accuracy: 0.9027500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.775 82.722 75.800 84.998 79.150
	Acc: 0.903 OSCR : 71.046 AUROC_max_val (%): 82.722 AUROC_real (%): 75.243

Epoch 249/600
235/235 - 6s - loss: 1.4448 - accuracy: 0.8542 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2398571968078613
	accuracy: 0.9004999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.875 84.496 76.725 86.586 81.316
	Acc: 0.900 OSCR : 66.757 AUROC_max_val (%): 84.496 AUROC_real (%): 71.130

Epoch 250/600
235/235 - 6s - loss: 1.4491 - accuracy: 0.8527 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0474921464920044
	accuracy: 0.906499981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.650 82.476 75.325 84.414 78.725
	Acc: 0.906 OSCR : 69.797 AUROC_max_val (%): 82.476 AUROC_real (%): 73.462

Epoch 251/600
235/235 - 6s - loss: 1.4314 - accuracy: 0.8543 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0713177919387817
	accuracy: 0.8992499709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.500 81.443 74.700 83.196 77.984
	Acc: 0.899 OSCR : 70.768 AUROC_max_val (%): 81.443 AUROC_real (%): 74.710

Epoch 252/600
235/235 - 6s - loss: 1.4269 - accuracy: 0.8563 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0946159362792969
	accuracy: 0.9049999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 84.062 76.850 86.496 80.451
	Acc: 0.905 OSCR : 68.198 AUROC_max_val (%): 84.062 AUROC_real (%): 72.406

Epoch 253/600
235/235 - 6s - loss: 1.4088 - accuracy: 0.8566 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1690387725830078
	accuracy: 0.8985000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.775 81.439 74.500 83.588 77.634
	Acc: 0.898 OSCR : 68.944 AUROC_max_val (%): 81.439 AUROC_real (%): 73.159

Epoch 254/600
235/235 - 6s - loss: 1.4382 - accuracy: 0.8568 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.29423189163208
	accuracy: 0.8884999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.925 80.768 73.838 82.627 77.734
	Acc: 0.888 OSCR : 67.762 AUROC_max_val (%): 80.768 AUROC_real (%): 72.621

Epoch 255/600
235/235 - 6s - loss: 1.4212 - accuracy: 0.8571 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.209383487701416
	accuracy: 0.8922500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 84.801 77.438 87.331 81.105
	Acc: 0.892 OSCR : 71.200 AUROC_max_val (%): 84.801 AUROC_real (%): 75.860

Epoch 256/600
235/235 - 6s - loss: 1.4146 - accuracy: 0.8569 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1738717555999756
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 83.011 75.688 83.718 81.075
	Acc: 0.901 OSCR : 68.457 AUROC_max_val (%): 83.011 AUROC_real (%): 72.588

Epoch 257/600
235/235 - 6s - loss: 1.4115 - accuracy: 0.8558 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0497223138809204
	accuracy: 0.8970000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.750 83.521 76.100 85.667 80.145
	Acc: 0.897 OSCR : 73.299 AUROC_max_val (%): 83.521 AUROC_real (%): 77.620

Epoch 258/600
235/235 - 6s - loss: 1.4164 - accuracy: 0.8579 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1850216388702393
	accuracy: 0.8897500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.025 81.202 74.775 84.487 76.420
	Acc: 0.890 OSCR : 67.756 AUROC_max_val (%): 81.202 AUROC_real (%): 72.329

Epoch 259/600
235/235 - 6s - loss: 1.4126 - accuracy: 0.8557 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0554386377334595
	accuracy: 0.8982499837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.975 80.279 73.250 82.729 76.542
	Acc: 0.898 OSCR : 71.463 AUROC_max_val (%): 80.279 AUROC_real (%): 75.540

Epoch 260/600
235/235 - 6s - loss: 1.3882 - accuracy: 0.8589 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0447511672973633
	accuracy: 0.9042500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.225 82.179 75.388 84.724 78.471
	Acc: 0.904 OSCR : 69.870 AUROC_max_val (%): 82.179 AUROC_real (%): 73.995

Epoch 261/600
235/235 - 6s - loss: 1.3730 - accuracy: 0.8612 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.128401756286621
	accuracy: 0.9004999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.825 83.521 76.562 85.267 80.221
	Acc: 0.900 OSCR : 69.351 AUROC_max_val (%): 83.521 AUROC_real (%): 73.390

Epoch 262/600
235/235 - 6s - loss: 1.3994 - accuracy: 0.8592 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0819567441940308
	accuracy: 0.8997499942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.225 80.886 74.737 83.334 77.440
	Acc: 0.900 OSCR : 69.357 AUROC_max_val (%): 80.886 AUROC_real (%): 73.612

Epoch 263/600
235/235 - 6s - loss: 1.3841 - accuracy: 0.8597 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0962598323822021
	accuracy: 0.9010000228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.850 75.694 69.550 76.748 72.950
	Acc: 0.901 OSCR : 65.118 AUROC_max_val (%): 75.694 AUROC_real (%): 68.852

Epoch 264/600
235/235 - 6s - loss: 1.3595 - accuracy: 0.8628 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.150720238685608
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.050 82.508 75.862 85.233 78.374
	Acc: 0.892 OSCR : 69.707 AUROC_max_val (%): 82.508 AUROC_real (%): 73.977

Epoch 265/600
235/235 - 6s - loss: 1.3583 - accuracy: 0.8639 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0562070608139038
	accuracy: 0.8985000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 82.375 75.950 84.978 78.406
	Acc: 0.898 OSCR : 73.751 AUROC_max_val (%): 82.375 AUROC_real (%): 77.922

Epoch 266/600
235/235 - 6s - loss: 1.3619 - accuracy: 0.8621 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.175358533859253
	accuracy: 0.8985000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.775 82.306 75.413 84.583 78.845
	Acc: 0.898 OSCR : 65.987 AUROC_max_val (%): 82.306 AUROC_real (%): 70.299

Epoch 267/600
235/235 - 6s - loss: 1.3640 - accuracy: 0.8615 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0586954355239868
	accuracy: 0.9035000205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.750 82.118 75.362 84.198 78.757
	Acc: 0.903 OSCR : 70.849 AUROC_max_val (%): 82.118 AUROC_real (%): 75.142

Epoch 268/600
235/235 - 6s - loss: 1.3466 - accuracy: 0.8633 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1622353792190552
	accuracy: 0.9045000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 83.624 76.688 85.962 80.055
	Acc: 0.904 OSCR : 69.157 AUROC_max_val (%): 83.624 AUROC_real (%): 73.503

Epoch 269/600
235/235 - 6s - loss: 1.3523 - accuracy: 0.8637 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9090752601623535
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.950 84.789 77.688 86.641 81.551
	Acc: 0.913 OSCR : 75.524 AUROC_max_val (%): 84.789 AUROC_real (%): 79.301

Epoch 270/600
235/235 - 6s - loss: 1.3181 - accuracy: 0.8648 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0876034498214722
	accuracy: 0.9017500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.275 82.849 75.812 84.140 79.636
	Acc: 0.902 OSCR : 71.074 AUROC_max_val (%): 82.849 AUROC_real (%): 75.333

Epoch 271/600
235/235 - 6s - loss: 1.3437 - accuracy: 0.8631 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.201387882232666
	accuracy: 0.890749990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.500 77.539 71.050 79.986 73.603
	Acc: 0.891 OSCR : 63.596 AUROC_max_val (%): 77.539 AUROC_real (%): 67.859

Epoch 272/600
235/235 - 6s - loss: 1.3246 - accuracy: 0.8659 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1385035514831543
	accuracy: 0.9027500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.650 81.383 74.250 83.399 78.069
	Acc: 0.903 OSCR : 68.458 AUROC_max_val (%): 81.383 AUROC_real (%): 72.512

Epoch 273/600
235/235 - 6s - loss: 1.3170 - accuracy: 0.8649 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0057101249694824
	accuracy: 0.9075000286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 78.394 71.975 80.021 75.047
	Acc: 0.907 OSCR : 70.947 AUROC_max_val (%): 78.394 AUROC_real (%): 74.714

Epoch 274/600
235/235 - 6s - loss: 1.3401 - accuracy: 0.8644 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9772064685821533
	accuracy: 0.9110000133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.500 81.726 74.913 83.194 78.738
	Acc: 0.911 OSCR : 71.703 AUROC_max_val (%): 81.726 AUROC_real (%): 75.475

Epoch 275/600
235/235 - 6s - loss: 1.2905 - accuracy: 0.8705 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9456506967544556
	accuracy: 0.9107499718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.400 79.241 72.925 80.999 75.801
	Acc: 0.911 OSCR : 71.522 AUROC_max_val (%): 79.241 AUROC_real (%): 75.011

Epoch 276/600
235/235 - 6s - loss: 1.3141 - accuracy: 0.8664 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0058462619781494
	accuracy: 0.9075000286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.325 82.394 75.987 84.396 78.735
	Acc: 0.907 OSCR : 72.000 AUROC_max_val (%): 82.394 AUROC_real (%): 75.821

Epoch 277/600
235/235 - 6s - loss: 1.2938 - accuracy: 0.8705 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0856472253799438
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.350 83.486 76.500 85.616 80.192
	Acc: 0.915 OSCR : 68.024 AUROC_max_val (%): 83.486 AUROC_real (%): 71.682

Epoch 278/600
235/235 - 6s - loss: 1.3100 - accuracy: 0.8665 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.053518295288086
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.950 82.637 75.263 84.493 79.614
	Acc: 0.904 OSCR : 71.059 AUROC_max_val (%): 82.637 AUROC_real (%): 74.950

Epoch 279/600
235/235 - 6s - loss: 1.3164 - accuracy: 0.8661 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0378730297088623
	accuracy: 0.9057499766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.825 83.628 76.913 85.628 80.370
	Acc: 0.906 OSCR : 72.495 AUROC_max_val (%): 83.628 AUROC_real (%): 76.541

Epoch 280/600
235/235 - 6s - loss: 1.2722 - accuracy: 0.8703 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0045324563980103
	accuracy: 0.909250020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.638 76.475 85.580 80.606
	Acc: 0.909 OSCR : 71.986 AUROC_max_val (%): 83.638 AUROC_real (%): 76.035

Epoch 281/600
235/235 - 6s - loss: 1.2891 - accuracy: 0.8683 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9002880454063416
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.075 83.293 76.675 85.040 79.651
	Acc: 0.918 OSCR : 73.989 AUROC_max_val (%): 83.293 AUROC_real (%): 77.445

Epoch 282/600
235/235 - 6s - loss: 1.2914 - accuracy: 0.8694 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9555144906044006
	accuracy: 0.9107499718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.175 82.753 76.212 84.661 79.361
	Acc: 0.911 OSCR : 72.225 AUROC_max_val (%): 82.753 AUROC_real (%): 76.041

Epoch 283/600
235/235 - 6s - loss: 1.2761 - accuracy: 0.8688 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9912218451499939
	accuracy: 0.9085000157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.025 81.808 75.188 83.609 78.904
	Acc: 0.908 OSCR : 70.607 AUROC_max_val (%): 81.808 AUROC_real (%): 74.319

Epoch 284/600
235/235 - 6s - loss: 1.2716 - accuracy: 0.8705 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9927457571029663
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.200 82.456 75.087 84.524 79.210
	Acc: 0.910 OSCR : 70.507 AUROC_max_val (%): 82.456 AUROC_real (%): 74.479

Epoch 285/600
235/235 - 6s - loss: 1.2677 - accuracy: 0.8707 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9516475200653076
	accuracy: 0.9125000238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.025 82.348 75.087 83.758 79.220
	Acc: 0.912 OSCR : 70.469 AUROC_max_val (%): 82.348 AUROC_real (%): 74.121

Epoch 286/600
235/235 - 6s - loss: 1.2627 - accuracy: 0.8712 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9375741481781006
	accuracy: 0.9160000085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 82.475 75.812 84.466 78.796
	Acc: 0.916 OSCR : 71.271 AUROC_max_val (%): 82.475 AUROC_real (%): 74.897

Epoch 287/600
235/235 - 6s - loss: 1.2532 - accuracy: 0.8718 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0171513557434082
	accuracy: 0.909500002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 83.899 76.725 85.913 80.117
	Acc: 0.909 OSCR : 70.133 AUROC_max_val (%): 83.899 AUROC_real (%): 73.992

Epoch 288/600
235/235 - 6s - loss: 1.2393 - accuracy: 0.8750 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0448625087738037
	accuracy: 0.9125000238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.325 82.959 76.213 84.544 79.680
	Acc: 0.912 OSCR : 70.086 AUROC_max_val (%): 82.959 AUROC_real (%): 73.800

Epoch 289/600
235/235 - 6s - loss: 1.2487 - accuracy: 0.8721 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.85333251953125
	accuracy: 0.9177500009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.225 83.827 76.537 85.388 80.870
	Acc: 0.918 OSCR : 75.002 AUROC_max_val (%): 83.827 AUROC_real (%): 78.471

Epoch 290/600
235/235 - 6s - loss: 1.2515 - accuracy: 0.8713 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.054914951324463
	accuracy: 0.9054999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.550 79.576 73.263 80.955 76.433
	Acc: 0.905 OSCR : 70.582 AUROC_max_val (%): 79.576 AUROC_real (%): 74.758

Epoch 291/600
235/235 - 6s - loss: 1.2259 - accuracy: 0.8758 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.036968469619751
	accuracy: 0.903249979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.975 83.329 76.975 85.783 79.291
	Acc: 0.903 OSCR : 70.167 AUROC_max_val (%): 83.329 AUROC_real (%): 74.119

Epoch 292/600
235/235 - 6s - loss: 1.2226 - accuracy: 0.8751 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9486008286476135
	accuracy: 0.9114999771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.075 83.356 76.625 85.546 79.551
	Acc: 0.911 OSCR : 70.869 AUROC_max_val (%): 83.356 AUROC_real (%): 74.326

Epoch 293/600
235/235 - 6s - loss: 1.2136 - accuracy: 0.8760 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.012223720550537
	accuracy: 0.9102500081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.050 84.781 77.688 86.928 80.732
	Acc: 0.910 OSCR : 73.096 AUROC_max_val (%): 84.781 AUROC_real (%): 77.148

Epoch 294/600
235/235 - 6s - loss: 1.2178 - accuracy: 0.8779 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9718698263168335
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.400 82.251 75.250 84.282 78.665
	Acc: 0.912 OSCR : 73.450 AUROC_max_val (%): 82.251 AUROC_real (%): 77.206

Epoch 295/600
235/235 - 6s - loss: 1.2041 - accuracy: 0.8770 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.954651415348053
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.850 82.510 76.025 84.542 78.501
	Acc: 0.910 OSCR : 72.567 AUROC_max_val (%): 82.510 AUROC_real (%): 76.145

Epoch 296/600
235/235 - 6s - loss: 1.2149 - accuracy: 0.8760 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9216965436935425
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.375 85.441 77.963 87.128 82.828
	Acc: 0.915 OSCR : 74.090 AUROC_max_val (%): 85.441 AUROC_real (%): 77.723

Epoch 297/600
235/235 - 6s - loss: 1.1942 - accuracy: 0.8792 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0129525661468506
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.125 81.186 74.225 82.545 78.065
	Acc: 0.915 OSCR : 68.061 AUROC_max_val (%): 81.186 AUROC_real (%): 71.593

Epoch 298/600
235/235 - 6s - loss: 1.1828 - accuracy: 0.8802 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9672567844390869
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.975 82.457 76.087 84.728 77.821
	Acc: 0.912 OSCR : 71.771 AUROC_max_val (%): 82.457 AUROC_real (%): 75.446

Epoch 299/600
235/235 - 6s - loss: 1.1850 - accuracy: 0.8797 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9378983974456787
	accuracy: 0.9154999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.975 82.231 75.513 84.267 78.187
	Acc: 0.915 OSCR : 72.711 AUROC_max_val (%): 82.231 AUROC_real (%): 76.107

Epoch 300/600
235/235 - 6s - loss: 1.1898 - accuracy: 0.8816 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0406208038330078
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.975 86.111 78.538 88.118 82.884
	Acc: 0.913 OSCR : 71.516 AUROC_max_val (%): 86.111 AUROC_real (%): 75.569

Epoch 301/600
235/235 - 6s - loss: 1.1840 - accuracy: 0.8797 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9114946722984314
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.875 84.336 77.275 86.268 81.119
	Acc: 0.918 OSCR : 72.302 AUROC_max_val (%): 84.336 AUROC_real (%): 75.725

Epoch 302/600
235/235 - 6s - loss: 1.1868 - accuracy: 0.8812 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0092337131500244
	accuracy: 0.9192500114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.875 83.867 76.788 85.823 80.592
	Acc: 0.919 OSCR : 71.160 AUROC_max_val (%): 83.867 AUROC_real (%): 74.592

Epoch 303/600
235/235 - 6s - loss: 1.1669 - accuracy: 0.8807 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9863820672035217
	accuracy: 0.9137499928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.425 83.592 76.688 85.499 80.029
	Acc: 0.914 OSCR : 71.236 AUROC_max_val (%): 83.592 AUROC_real (%): 74.936

Epoch 304/600
235/235 - 6s - loss: 1.1499 - accuracy: 0.8837 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.024396538734436
	accuracy: 0.9132500290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.075 83.785 76.675 85.654 80.263
	Acc: 0.913 OSCR : 70.622 AUROC_max_val (%): 83.785 AUROC_real (%): 74.406

Epoch 305/600
235/235 - 6s - loss: 1.1594 - accuracy: 0.8806 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9469600915908813
	accuracy: 0.9167500138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.600 83.233 76.688 85.347 79.453
	Acc: 0.917 OSCR : 70.396 AUROC_max_val (%): 83.233 AUROC_real (%): 73.758

Epoch 306/600
235/235 - 6s - loss: 1.1564 - accuracy: 0.8814 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9646065831184387
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 84.713 77.725 86.756 81.247
	Acc: 0.913 OSCR : 74.758 AUROC_max_val (%): 84.713 AUROC_real (%): 78.577

Epoch 307/600
235/235 - 6s - loss: 1.1472 - accuracy: 0.8824 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0029298067092896
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.075 83.833 76.913 85.490 80.571
	Acc: 0.915 OSCR : 71.253 AUROC_max_val (%): 83.833 AUROC_real (%): 74.930

Epoch 308/600
235/235 - 6s - loss: 1.1483 - accuracy: 0.8829 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8896672129631042
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 83.281 76.487 84.462 80.343
	Acc: 0.917 OSCR : 71.985 AUROC_max_val (%): 83.281 AUROC_real (%): 75.454

Epoch 309/600
235/235 - 6s - loss: 1.1480 - accuracy: 0.8829 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0021746158599854
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.725 85.268 78.375 87.013 81.939
	Acc: 0.913 OSCR : 71.021 AUROC_max_val (%): 85.268 AUROC_real (%): 74.809

Epoch 310/600
235/235 - 6s - loss: 1.1242 - accuracy: 0.8859 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9300162196159363
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 85.811 78.575 87.524 82.539
	Acc: 0.915 OSCR : 73.702 AUROC_max_val (%): 85.811 AUROC_real (%): 77.189

Epoch 311/600
235/235 - 6s - loss: 1.1467 - accuracy: 0.8838 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8460969924926758
	accuracy: 0.9227499961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.075 84.044 77.287 86.109 80.764
	Acc: 0.923 OSCR : 74.684 AUROC_max_val (%): 84.044 AUROC_real (%): 77.965

Epoch 312/600
235/235 - 6s - loss: 1.1154 - accuracy: 0.8866 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8708491921424866
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 84.152 77.438 85.930 80.598
	Acc: 0.920 OSCR : 72.530 AUROC_max_val (%): 84.152 AUROC_real (%): 75.881

Epoch 313/600
235/235 - 6s - loss: 1.1155 - accuracy: 0.8854 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8789414763450623
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.625 79.848 73.525 82.042 75.868
	Acc: 0.917 OSCR : 72.043 AUROC_max_val (%): 79.848 AUROC_real (%): 75.311

Epoch 314/600
235/235 - 6s - loss: 1.1180 - accuracy: 0.8867 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9316580295562744
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.975 83.980 77.038 85.945 80.371
	Acc: 0.921 OSCR : 72.097 AUROC_max_val (%): 83.980 AUROC_real (%): 75.527

Epoch 315/600
235/235 - 6s - loss: 1.1103 - accuracy: 0.8860 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8711298108100891
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.825 82.675 76.513 84.513 79.076
	Acc: 0.917 OSCR : 72.534 AUROC_max_val (%): 82.675 AUROC_real (%): 75.843

Epoch 316/600
235/235 - 6s - loss: 1.0924 - accuracy: 0.8882 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1049846410751343
	accuracy: 0.9077500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 83.845 76.600 85.814 80.550
	Acc: 0.908 OSCR : 68.761 AUROC_max_val (%): 83.845 AUROC_real (%): 72.804

Epoch 317/600
235/235 - 6s - loss: 1.1060 - accuracy: 0.8878 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9926789402961731
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.800 80.898 74.088 82.562 77.591
	Acc: 0.915 OSCR : 68.885 AUROC_max_val (%): 80.898 AUROC_real (%): 72.364

Epoch 318/600
235/235 - 6s - loss: 1.1091 - accuracy: 0.8878 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0011227130889893
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.825 83.691 76.975 85.217 80.066
	Acc: 0.913 OSCR : 71.311 AUROC_max_val (%): 83.691 AUROC_real (%): 74.942

Epoch 319/600
235/235 - 6s - loss: 1.1056 - accuracy: 0.8860 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9331375360488892
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.625 83.193 76.938 85.417 78.985
	Acc: 0.923 OSCR : 68.540 AUROC_max_val (%): 83.193 AUROC_real (%): 71.751

Epoch 320/600
235/235 - 6s - loss: 1.0964 - accuracy: 0.8873 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9874893426895142
	accuracy: 0.9112499952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.100 81.044 74.413 83.078 76.946
	Acc: 0.911 OSCR : 69.054 AUROC_max_val (%): 81.044 AUROC_real (%): 72.599

Epoch 321/600
235/235 - 6s - loss: 1.0872 - accuracy: 0.8891 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8823387026786804
	accuracy: 0.922249972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.450 83.930 77.312 85.823 80.107
	Acc: 0.922 OSCR : 71.171 AUROC_max_val (%): 83.930 AUROC_real (%): 74.363

Epoch 322/600
235/235 - 6s - loss: 1.0836 - accuracy: 0.8916 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9126099348068237
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.150 83.049 76.675 85.179 79.286
	Acc: 0.921 OSCR : 69.817 AUROC_max_val (%): 83.049 AUROC_real (%): 73.163

Epoch 323/600
235/235 - 6s - loss: 1.0705 - accuracy: 0.8918 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8432264924049377
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.375 83.836 77.038 86.025 80.423
	Acc: 0.915 OSCR : 73.328 AUROC_max_val (%): 83.836 AUROC_real (%): 76.741

Epoch 324/600
235/235 - 6s - loss: 1.0652 - accuracy: 0.8907 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9316880106925964
	accuracy: 0.922249972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.925 82.348 75.825 83.593 79.329
	Acc: 0.922 OSCR : 69.581 AUROC_max_val (%): 82.348 AUROC_real (%): 72.875

Epoch 325/600
235/235 - 6s - loss: 1.0455 - accuracy: 0.8941 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8898856043815613
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.825 80.942 74.450 82.611 77.971
	Acc: 0.920 OSCR : 70.960 AUROC_max_val (%): 80.942 AUROC_real (%): 74.355

Epoch 326/600
235/235 - 6s - loss: 1.0555 - accuracy: 0.8935 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8947679996490479
	accuracy: 0.9139999747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.125 82.352 75.662 84.573 78.184
	Acc: 0.914 OSCR : 71.815 AUROC_max_val (%): 82.352 AUROC_real (%): 75.142

Epoch 327/600
235/235 - 6s - loss: 1.0700 - accuracy: 0.8901 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8575659990310669
	accuracy: 0.9197499752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.950 82.676 76.038 84.214 78.712
	Acc: 0.920 OSCR : 72.626 AUROC_max_val (%): 82.676 AUROC_real (%): 75.687

Epoch 328/600
235/235 - 6s - loss: 1.0547 - accuracy: 0.8924 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8949558734893799
	accuracy: 0.9144999980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.150 81.973 75.400 83.527 78.440
	Acc: 0.914 OSCR : 73.007 AUROC_max_val (%): 81.973 AUROC_real (%): 76.532

Epoch 329/600
235/235 - 6s - loss: 1.0258 - accuracy: 0.8933 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8268360495567322
	accuracy: 0.9232500195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.250 84.181 77.275 85.454 81.442
	Acc: 0.923 OSCR : 73.432 AUROC_max_val (%): 84.181 AUROC_real (%): 76.666

Epoch 330/600
235/235 - 6s - loss: 1.0543 - accuracy: 0.8931 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8585286736488342
	accuracy: 0.9225000143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.750 84.947 78.038 87.231 81.410
	Acc: 0.922 OSCR : 71.286 AUROC_max_val (%): 84.947 AUROC_real (%): 74.500

Epoch 331/600
235/235 - 6s - loss: 1.0453 - accuracy: 0.8939 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.842972457408905
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.050 82.209 75.263 83.425 79.251
	Acc: 0.920 OSCR : 71.954 AUROC_max_val (%): 82.209 AUROC_real (%): 75.048

Epoch 332/600
235/235 - 6s - loss: 1.0367 - accuracy: 0.8937 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8274064064025879
	accuracy: 0.921500027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.525 83.931 77.162 85.240 81.349
	Acc: 0.921 OSCR : 74.905 AUROC_max_val (%): 83.931 AUROC_real (%): 78.266

Epoch 333/600
235/235 - 6s - loss: 1.0173 - accuracy: 0.8966 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8148160576820374
	accuracy: 0.9235000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.825 84.195 77.538 86.089 80.868
	Acc: 0.923 OSCR : 73.196 AUROC_max_val (%): 84.195 AUROC_real (%): 76.426

Epoch 334/600
235/235 - 6s - loss: 1.0185 - accuracy: 0.8952 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8675805926322937
	accuracy: 0.9235000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.425 83.780 77.438 85.932 80.192
	Acc: 0.923 OSCR : 73.199 AUROC_max_val (%): 83.780 AUROC_real (%): 76.565

Epoch 335/600
235/235 - 6s - loss: 1.0310 - accuracy: 0.8944 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7924026846885681
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.100 83.610 76.988 85.213 80.401
	Acc: 0.927 OSCR : 74.816 AUROC_max_val (%): 83.610 AUROC_real (%): 77.861

Epoch 336/600
235/235 - 6s - loss: 1.0133 - accuracy: 0.8989 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8220638632774353
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.650 84.395 77.650 86.001 81.040
	Acc: 0.930 OSCR : 73.464 AUROC_max_val (%): 84.395 AUROC_real (%): 76.517

Epoch 337/600
235/235 - 6s - loss: 1.0146 - accuracy: 0.8962 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9567266702651978
	accuracy: 0.9225000143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.300 84.199 77.600 86.322 80.744
	Acc: 0.922 OSCR : 67.122 AUROC_max_val (%): 84.199 AUROC_real (%): 70.250

Epoch 338/600
235/235 - 6s - loss: 1.0159 - accuracy: 0.8950 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8358339071273804
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 83.679 76.900 85.324 80.809
	Acc: 0.927 OSCR : 71.738 AUROC_max_val (%): 83.679 AUROC_real (%): 74.800

Epoch 339/600
235/235 - 6s - loss: 0.9867 - accuracy: 0.8987 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8168278336524963
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.575 85.093 78.638 86.841 81.991
	Acc: 0.928 OSCR : 73.567 AUROC_max_val (%): 85.093 AUROC_real (%): 76.677

Epoch 340/600
235/235 - 6s - loss: 1.0012 - accuracy: 0.8977 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.83711838722229
	accuracy: 0.922249972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.725 84.397 77.812 86.206 81.074
	Acc: 0.922 OSCR : 73.065 AUROC_max_val (%): 84.397 AUROC_real (%): 76.236

Epoch 341/600
235/235 - 6s - loss: 0.9770 - accuracy: 0.9005 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8199606537818909
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.850 84.865 78.487 86.677 81.380
	Acc: 0.926 OSCR : 74.004 AUROC_max_val (%): 84.865 AUROC_real (%): 77.172

Epoch 342/600
235/235 - 6s - loss: 1.0127 - accuracy: 0.8968 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8607250452041626
	accuracy: 0.9254999756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 82.713 76.487 84.351 78.635
	Acc: 0.925 OSCR : 71.733 AUROC_max_val (%): 82.713 AUROC_real (%): 74.717

Epoch 343/600
235/235 - 6s - loss: 0.9686 - accuracy: 0.9006 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8460389375686646
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.625 82.655 76.200 83.949 79.161
	Acc: 0.929 OSCR : 70.802 AUROC_max_val (%): 82.655 AUROC_real (%): 73.741

Epoch 344/600
235/235 - 6s - loss: 0.9754 - accuracy: 0.9010 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7909039258956909
	accuracy: 0.9279999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 83.874 77.038 85.689 80.404
	Acc: 0.928 OSCR : 73.635 AUROC_max_val (%): 83.874 AUROC_real (%): 76.586

Epoch 345/600
235/235 - 6s - loss: 0.9693 - accuracy: 0.9006 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8309143781661987
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.275 85.278 78.100 87.177 81.775
	Acc: 0.926 OSCR : 73.494 AUROC_max_val (%): 85.278 AUROC_real (%): 76.777

Epoch 346/600
235/235 - 6s - loss: 0.9700 - accuracy: 0.9016 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8396458625793457
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.550 84.113 77.725 86.080 80.173
	Acc: 0.930 OSCR : 70.545 AUROC_max_val (%): 84.113 AUROC_real (%): 73.580

Epoch 347/600
235/235 - 6s - loss: 0.9529 - accuracy: 0.9030 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8180594444274902
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.300 83.304 76.850 85.132 79.742
	Acc: 0.927 OSCR : 72.776 AUROC_max_val (%): 83.304 AUROC_real (%): 75.796

Epoch 348/600
235/235 - 6s - loss: 0.9512 - accuracy: 0.9037 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9083278179168701
	accuracy: 0.9202499985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.500 84.449 78.125 86.636 80.696
	Acc: 0.920 OSCR : 71.428 AUROC_max_val (%): 84.449 AUROC_real (%): 74.741

Epoch 349/600
235/235 - 6s - loss: 0.9592 - accuracy: 0.9017 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8405603170394897
	accuracy: 0.9254999756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.275 83.587 76.888 85.638 79.669
	Acc: 0.925 OSCR : 71.589 AUROC_max_val (%): 83.587 AUROC_real (%): 74.702

Epoch 350/600
235/235 - 6s - loss: 0.9528 - accuracy: 0.9040 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.777543842792511
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.825 83.517 76.688 85.446 80.200
	Acc: 0.928 OSCR : 72.695 AUROC_max_val (%): 83.517 AUROC_real (%): 75.623

Epoch 351/600
235/235 - 6s - loss: 0.9255 - accuracy: 0.9066 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.813662588596344
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.075 84.356 77.800 85.844 81.299
	Acc: 0.932 OSCR : 72.271 AUROC_max_val (%): 84.356 AUROC_real (%): 75.210

Epoch 352/600
235/235 - 6s - loss: 0.9450 - accuracy: 0.9041 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7867581844329834
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.550 83.408 76.637 85.260 80.106
	Acc: 0.928 OSCR : 73.625 AUROC_max_val (%): 83.408 AUROC_real (%): 76.596

Epoch 353/600
235/235 - 6s - loss: 0.9406 - accuracy: 0.9041 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8411445021629333
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 84.300 77.725 86.189 81.133
	Acc: 0.929 OSCR : 71.030 AUROC_max_val (%): 84.300 AUROC_real (%): 74.009

Epoch 354/600
235/235 - 6s - loss: 0.9471 - accuracy: 0.9036 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8245936632156372
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.550 83.617 76.913 85.035 80.584
	Acc: 0.929 OSCR : 72.608 AUROC_max_val (%): 83.617 AUROC_real (%): 75.625

Epoch 355/600
235/235 - 6s - loss: 0.9299 - accuracy: 0.9044 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.85773766040802
	accuracy: 0.9265000224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.075 83.413 76.650 85.098 80.418
	Acc: 0.926 OSCR : 69.782 AUROC_max_val (%): 83.413 AUROC_real (%): 72.803

Epoch 356/600
235/235 - 6s - loss: 0.9337 - accuracy: 0.9058 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7419111132621765
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.075 84.104 77.175 85.596 81.028
	Acc: 0.932 OSCR : 74.246 AUROC_max_val (%): 84.104 AUROC_real (%): 77.086

Epoch 357/600
235/235 - 6s - loss: 0.9388 - accuracy: 0.9037 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7490478157997131
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.975 83.847 76.763 85.647 80.594
	Acc: 0.932 OSCR : 73.900 AUROC_max_val (%): 83.847 AUROC_real (%): 76.760

Epoch 358/600
235/235 - 6s - loss: 0.9128 - accuracy: 0.9073 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7955070734024048
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.825 84.930 78.000 86.849 81.601
	Acc: 0.931 OSCR : 72.397 AUROC_max_val (%): 84.930 AUROC_real (%): 75.316

Epoch 359/600
235/235 - 6s - loss: 0.9132 - accuracy: 0.9057 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8093546032905579
	accuracy: 0.9292500019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.075 84.318 77.763 86.226 81.176
	Acc: 0.929 OSCR : 72.542 AUROC_max_val (%): 84.318 AUROC_real (%): 75.550

Epoch 360/600
235/235 - 6s - loss: 0.9279 - accuracy: 0.9046 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7927634119987488
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.050 83.952 77.538 85.959 80.511
	Acc: 0.932 OSCR : 72.161 AUROC_max_val (%): 83.952 AUROC_real (%): 74.991

Epoch 361/600
235/235 - 6s - loss: 0.9195 - accuracy: 0.9056 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.784168541431427
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.450 84.336 77.525 86.257 81.036
	Acc: 0.933 OSCR : 72.085 AUROC_max_val (%): 84.336 AUROC_real (%): 74.910

Epoch 362/600
235/235 - 6s - loss: 0.9055 - accuracy: 0.9071 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7659384608268738
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.425 85.055 78.375 86.833 82.248
	Acc: 0.935 OSCR : 72.951 AUROC_max_val (%): 85.055 AUROC_real (%): 75.792

Epoch 363/600
235/235 - 6s - loss: 0.8894 - accuracy: 0.9094 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7994499802589417
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 84.465 77.888 86.315 80.826
	Acc: 0.930 OSCR : 72.188 AUROC_max_val (%): 84.465 AUROC_real (%): 75.183

Epoch 364/600
235/235 - 6s - loss: 0.8944 - accuracy: 0.9080 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7975970506668091
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.875 84.231 77.150 86.050 80.774
	Acc: 0.929 OSCR : 72.009 AUROC_max_val (%): 84.231 AUROC_real (%): 74.912

Epoch 365/600
235/235 - 6s - loss: 0.8993 - accuracy: 0.9085 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7861859798431396
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.775 84.422 77.575 86.207 81.276
	Acc: 0.931 OSCR : 71.862 AUROC_max_val (%): 84.422 AUROC_real (%): 74.754

Epoch 366/600
235/235 - 6s - loss: 0.8880 - accuracy: 0.9100 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8159636855125427
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.325 83.397 76.812 85.309 80.002
	Acc: 0.928 OSCR : 72.139 AUROC_max_val (%): 83.397 AUROC_real (%): 75.100

Epoch 367/600
235/235 - 6s - loss: 0.9127 - accuracy: 0.9058 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7617034316062927
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.425 83.885 76.963 85.826 80.472
	Acc: 0.932 OSCR : 72.573 AUROC_max_val (%): 83.885 AUROC_real (%): 75.412

Epoch 368/600
235/235 - 6s - loss: 0.8924 - accuracy: 0.9090 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7350958585739136
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 84.623 77.763 86.518 81.477
	Acc: 0.931 OSCR : 74.314 AUROC_max_val (%): 84.623 AUROC_real (%): 77.180

Epoch 369/600
235/235 - 6s - loss: 0.8874 - accuracy: 0.9083 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8308228850364685
	accuracy: 0.9325000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.950 84.467 77.975 86.493 81.247
	Acc: 0.932 OSCR : 71.770 AUROC_max_val (%): 84.467 AUROC_real (%): 74.669

Epoch 370/600
235/235 - 6s - loss: 0.8821 - accuracy: 0.9111 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7742822766304016
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.225 84.326 77.562 86.067 81.098
	Acc: 0.931 OSCR : 73.077 AUROC_max_val (%): 84.326 AUROC_real (%): 75.895

Epoch 371/600
235/235 - 6s - loss: 0.8997 - accuracy: 0.9076 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7859576940536499
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.225 83.919 77.100 85.728 80.975
	Acc: 0.932 OSCR : 72.220 AUROC_max_val (%): 83.919 AUROC_real (%): 75.054

Epoch 372/600
235/235 - 6s - loss: 0.8914 - accuracy: 0.9090 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7822843194007874
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.250 83.722 76.888 85.612 80.497
	Acc: 0.932 OSCR : 72.462 AUROC_max_val (%): 83.722 AUROC_real (%): 75.315

Epoch 373/600
235/235 - 6s - loss: 0.8725 - accuracy: 0.9099 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7695770263671875
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 83.257 76.662 84.883 80.233
	Acc: 0.932 OSCR : 72.820 AUROC_max_val (%): 83.257 AUROC_real (%): 75.646

Epoch 374/600
235/235 - 6s - loss: 0.8746 - accuracy: 0.9114 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7386475801467896
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.550 83.409 76.663 84.965 80.467
	Acc: 0.933 OSCR : 73.486 AUROC_max_val (%): 83.409 AUROC_real (%): 76.271

Epoch 375/600
235/235 - 6s - loss: 0.8865 - accuracy: 0.9108 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7754940986633301
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.550 83.774 76.975 85.352 80.813
	Acc: 0.931 OSCR : 72.741 AUROC_max_val (%): 83.774 AUROC_real (%): 75.587

Epoch 376/600
235/235 - 6s - loss: 0.8661 - accuracy: 0.9118 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.73824542760849
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.225 84.011 77.125 85.545 81.246
	Acc: 0.936 OSCR : 74.154 AUROC_max_val (%): 84.011 AUROC_real (%): 76.923

Epoch 377/600
235/235 - 6s - loss: 0.8875 - accuracy: 0.9093 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.727616548538208
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.725 83.947 76.912 85.549 80.990
	Acc: 0.933 OSCR : 74.287 AUROC_max_val (%): 83.947 AUROC_real (%): 77.061

Epoch 378/600
235/235 - 6s - loss: 0.8589 - accuracy: 0.9125 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7328070998191833
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.525 83.976 77.212 85.627 80.755
	Acc: 0.936 OSCR : 74.060 AUROC_max_val (%): 83.976 AUROC_real (%): 76.797

Epoch 379/600
235/235 - 6s - loss: 0.8723 - accuracy: 0.9104 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7544141411781311
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.475 83.279 76.438 84.734 80.137
	Acc: 0.935 OSCR : 73.601 AUROC_max_val (%): 83.279 AUROC_real (%): 76.384

Epoch 380/600
235/235 - 6s - loss: 0.8562 - accuracy: 0.9135 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7476006746292114
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 83.914 77.050 85.403 80.845
	Acc: 0.938 OSCR : 73.113 AUROC_max_val (%): 83.914 AUROC_real (%): 75.871

Epoch 381/600
235/235 - 6s - loss: 0.8613 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7470666170120239
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.075 84.042 77.162 85.435 81.293
	Acc: 0.936 OSCR : 73.170 AUROC_max_val (%): 84.042 AUROC_real (%): 75.989

Epoch 382/600
235/235 - 6s - loss: 0.8557 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.753734290599823
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.350 83.749 77.088 85.230 80.803
	Acc: 0.934 OSCR : 73.072 AUROC_max_val (%): 83.749 AUROC_real (%): 75.868

Epoch 383/600
235/235 - 6s - loss: 0.8653 - accuracy: 0.9117 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7362806797027588
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.250 84.269 77.400 85.890 81.306
	Acc: 0.934 OSCR : 74.016 AUROC_max_val (%): 84.269 AUROC_real (%): 76.810

Epoch 384/600
235/235 - 6s - loss: 0.8559 - accuracy: 0.9128 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7305712699890137
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.375 84.058 77.125 85.664 81.168
	Acc: 0.934 OSCR : 73.697 AUROC_max_val (%): 84.058 AUROC_real (%): 76.431

Epoch 385/600
235/235 - 6s - loss: 0.8525 - accuracy: 0.9127 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7354124188423157
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.300 83.829 76.950 85.386 80.985
	Acc: 0.935 OSCR : 73.363 AUROC_max_val (%): 83.829 AUROC_real (%): 76.100

Epoch 386/600
235/235 - 6s - loss: 0.8444 - accuracy: 0.9134 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7329437136650085
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.100 84.208 77.250 85.844 81.519
	Acc: 0.936 OSCR : 73.929 AUROC_max_val (%): 84.208 AUROC_real (%): 76.674

Epoch 387/600
235/235 - 6s - loss: 0.8626 - accuracy: 0.9118 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7367487549781799
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.650 83.934 76.925 85.522 81.174
	Acc: 0.934 OSCR : 73.667 AUROC_max_val (%): 83.934 AUROC_real (%): 76.449

Epoch 388/600
235/235 - 6s - loss: 0.8390 - accuracy: 0.9153 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7370423674583435
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.875 84.068 77.050 85.724 81.285
	Acc: 0.934 OSCR : 73.535 AUROC_max_val (%): 84.068 AUROC_real (%): 76.310

Epoch 389/600
235/235 - 6s - loss: 0.8523 - accuracy: 0.9134 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7435721158981323
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 84.020 77.125 85.645 81.260
	Acc: 0.933 OSCR : 73.493 AUROC_max_val (%): 84.020 AUROC_real (%): 76.309

Epoch 390/600
235/235 - 6s - loss: 0.8528 - accuracy: 0.9122 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7295804619789124
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.025 83.827 76.975 85.385 81.048
	Acc: 0.936 OSCR : 73.926 AUROC_max_val (%): 83.827 AUROC_real (%): 76.705

Epoch 391/600
235/235 - 6s - loss: 0.8440 - accuracy: 0.9134 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7411373853683472
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.625 83.843 76.925 85.410 81.010
	Acc: 0.935 OSCR : 73.428 AUROC_max_val (%): 83.843 AUROC_real (%): 76.213

Epoch 392/600
235/235 - 6s - loss: 0.8449 - accuracy: 0.9139 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7262406349182129
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.225 84.187 77.263 85.785 81.440
	Acc: 0.936 OSCR : 74.039 AUROC_max_val (%): 84.187 AUROC_real (%): 76.808

Epoch 393/600
235/235 - 6s - loss: 0.8422 - accuracy: 0.9136 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7205484509468079
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.144 77.112 85.714 81.398
	Acc: 0.936 OSCR : 74.182 AUROC_max_val (%): 84.144 AUROC_real (%): 76.933

Epoch 394/600
235/235 - 6s - loss: 0.8424 - accuracy: 0.9145 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7303977012634277
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.000 84.062 77.162 85.644 81.230
	Acc: 0.935 OSCR : 73.887 AUROC_max_val (%): 84.062 AUROC_real (%): 76.659

Epoch 395/600
235/235 - 6s - loss: 0.8618 - accuracy: 0.9113 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7306090593338013
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.119 77.188 85.742 81.297
	Acc: 0.935 OSCR : 73.831 AUROC_max_val (%): 84.119 AUROC_real (%): 76.609

Epoch 396/600
235/235 - 6s - loss: 0.8716 - accuracy: 0.9104 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7208331823348999
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.142 77.175 85.756 81.317
	Acc: 0.936 OSCR : 74.195 AUROC_max_val (%): 84.142 AUROC_real (%): 76.949

Epoch 397/600
235/235 - 6s - loss: 0.8580 - accuracy: 0.9110 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7227427363395691
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.475 84.113 77.188 85.736 81.298
	Acc: 0.936 OSCR : 74.090 AUROC_max_val (%): 84.113 AUROC_real (%): 76.847

Epoch 398/600
235/235 - 6s - loss: 0.8497 - accuracy: 0.9136 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.717651903629303
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.525 84.083 77.125 85.708 81.266
	Acc: 0.936 OSCR : 74.264 AUROC_max_val (%): 84.083 AUROC_real (%): 77.016

Epoch 399/600
235/235 - 6s - loss: 0.8446 - accuracy: 0.9133 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7244545817375183
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.375 84.108 77.225 85.744 81.264
	Acc: 0.936 OSCR : 73.960 AUROC_max_val (%): 84.108 AUROC_real (%): 76.714

Epoch 400/600
235/235 - 6s - loss: 0.8392 - accuracy: 0.9138 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.720750093460083
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.550 84.114 77.200 85.746 81.299
	Acc: 0.936 OSCR : 74.116 AUROC_max_val (%): 84.114 AUROC_real (%): 76.867

Epoch 401/600
235/235 - 6s - loss: 0.8477 - accuracy: 0.9133 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7276084423065186
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.150 84.017 77.175 85.638 81.144
	Acc: 0.935 OSCR : 73.855 AUROC_max_val (%): 84.017 AUROC_real (%): 76.617

Epoch 402/600
235/235 - 6s - loss: 1.3257 - accuracy: 0.8667 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3262633085250854
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.025 79.746 72.263 81.660 77.055
	Acc: 0.887 OSCR : 64.262 AUROC_max_val (%): 79.746 AUROC_real (%): 69.113

Epoch 403/600
235/235 - 6s - loss: 1.4041 - accuracy: 0.8603 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0072307586669922
	accuracy: 0.9077500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.450 82.484 75.237 83.904 79.697
	Acc: 0.908 OSCR : 73.377 AUROC_max_val (%): 82.484 AUROC_real (%): 77.430

Epoch 404/600
235/235 - 6s - loss: 1.3716 - accuracy: 0.8618 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1003552675247192
	accuracy: 0.8962500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.425 84.187 77.350 86.416 80.991
	Acc: 0.896 OSCR : 72.328 AUROC_max_val (%): 84.187 AUROC_real (%): 76.865

Epoch 405/600
235/235 - 6s - loss: 1.3631 - accuracy: 0.8629 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1904784440994263
	accuracy: 0.8880000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.375 81.239 74.625 83.123 77.786
	Acc: 0.888 OSCR : 70.244 AUROC_max_val (%): 81.239 AUROC_real (%): 74.798

Epoch 406/600
235/235 - 6s - loss: 1.3515 - accuracy: 0.8611 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0699044466018677
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 81.420 74.362 82.333 79.100
	Acc: 0.904 OSCR : 70.787 AUROC_max_val (%): 81.420 AUROC_real (%): 74.939

Epoch 407/600
235/235 - 6s - loss: 1.3523 - accuracy: 0.8632 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.182440161705017
	accuracy: 0.9012500047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.200 82.174 75.125 84.388 78.779
	Acc: 0.901 OSCR : 66.957 AUROC_max_val (%): 82.174 AUROC_real (%): 71.181

Epoch 408/600
235/235 - 6s - loss: 1.3733 - accuracy: 0.8587 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1098889112472534
	accuracy: 0.9014999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.925 78.857 71.625 80.639 75.730
	Acc: 0.901 OSCR : 67.376 AUROC_max_val (%): 78.857 AUROC_real (%): 71.480

Epoch 409/600
235/235 - 6s - loss: 1.3470 - accuracy: 0.8643 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0608234405517578
	accuracy: 0.9075000286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.625 83.274 76.050 84.989 80.116
	Acc: 0.907 OSCR : 69.952 AUROC_max_val (%): 83.274 AUROC_real (%): 73.643

Epoch 410/600
235/235 - 6s - loss: 1.3439 - accuracy: 0.8642 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0266505479812622
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 81.350 74.112 82.630 78.295
	Acc: 0.907 OSCR : 69.738 AUROC_max_val (%): 81.350 AUROC_real (%): 73.476

Epoch 411/600
235/235 - 6s - loss: 1.3407 - accuracy: 0.8656 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0427411794662476
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.650 84.896 78.188 86.669 81.425
	Acc: 0.910 OSCR : 69.543 AUROC_max_val (%): 84.896 AUROC_real (%): 73.088

Epoch 412/600
235/235 - 6s - loss: 1.3487 - accuracy: 0.8643 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.1642733812332153
	accuracy: 0.8972499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.675 79.507 73.263 81.836 75.596
	Acc: 0.897 OSCR : 68.896 AUROC_max_val (%): 79.507 AUROC_real (%): 73.275

Epoch 413/600
235/235 - 6s - loss: 1.3299 - accuracy: 0.8668 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.108251690864563
	accuracy: 0.8964999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.450 79.723 73.362 81.781 76.195
	Acc: 0.896 OSCR : 68.204 AUROC_max_val (%): 79.723 AUROC_real (%): 72.337

Epoch 414/600
235/235 - 6s - loss: 1.3547 - accuracy: 0.8629 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9492108821868896
	accuracy: 0.9102500081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 84.803 77.800 86.811 81.914
	Acc: 0.910 OSCR : 74.923 AUROC_max_val (%): 84.803 AUROC_real (%): 78.917

Epoch 415/600
235/235 - 6s - loss: 1.3247 - accuracy: 0.8655 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9889609217643738
	accuracy: 0.9072499871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.450 83.882 76.763 86.003 80.103
	Acc: 0.907 OSCR : 73.509 AUROC_max_val (%): 83.882 AUROC_real (%): 77.323

Epoch 416/600
235/235 - 6s - loss: 1.3442 - accuracy: 0.8648 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0001300573349
	accuracy: 0.8999999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.950 84.214 77.138 86.274 80.936
	Acc: 0.900 OSCR : 73.005 AUROC_max_val (%): 84.214 AUROC_real (%): 77.093

Epoch 417/600
235/235 - 6s - loss: 1.3130 - accuracy: 0.8674 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0187335014343262
	accuracy: 0.9039999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.325 78.101 71.888 79.672 74.109
	Acc: 0.904 OSCR : 70.939 AUROC_max_val (%): 78.101 AUROC_real (%): 74.846

Epoch 418/600
235/235 - 6s - loss: 1.3143 - accuracy: 0.8662 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0251895189285278
	accuracy: 0.9017500281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.250 84.475 77.763 86.996 80.057
	Acc: 0.902 OSCR : 72.853 AUROC_max_val (%): 84.475 AUROC_real (%): 76.818

Epoch 419/600
235/235 - 6s - loss: 1.3084 - accuracy: 0.8682 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1505566835403442
	accuracy: 0.9020000100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.250 82.291 75.700 84.236 78.838
	Acc: 0.902 OSCR : 70.888 AUROC_max_val (%): 82.291 AUROC_real (%): 75.210

Epoch 420/600
235/235 - 6s - loss: 1.3069 - accuracy: 0.8682 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.211080551147461
	accuracy: 0.8927500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.425 81.336 74.112 82.398 78.937
	Acc: 0.893 OSCR : 71.690 AUROC_max_val (%): 81.336 AUROC_real (%): 76.623

Epoch 421/600
235/235 - 6s - loss: 1.3232 - accuracy: 0.8679 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.134170651435852
	accuracy: 0.8942499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.375 84.511 77.737 86.357 80.991
	Acc: 0.894 OSCR : 72.840 AUROC_max_val (%): 84.511 AUROC_real (%): 77.808

Epoch 422/600
235/235 - 6s - loss: 1.2990 - accuracy: 0.8691 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9439881443977356
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.775 83.556 76.450 85.747 79.954
	Acc: 0.908 OSCR : 74.170 AUROC_max_val (%): 83.556 AUROC_real (%): 78.122

Epoch 423/600
235/235 - 6s - loss: 1.3093 - accuracy: 0.8682 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.046783208847046
	accuracy: 0.9137499928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.300 86.482 79.675 89.000 82.277
	Acc: 0.914 OSCR : 71.916 AUROC_max_val (%): 86.482 AUROC_real (%): 75.615

Epoch 424/600
235/235 - 6s - loss: 1.2793 - accuracy: 0.8711 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9029789566993713
	accuracy: 0.9079999923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.950 85.057 78.088 86.888 82.003
	Acc: 0.908 OSCR : 76.156 AUROC_max_val (%): 85.057 AUROC_real (%): 80.166

Epoch 425/600
235/235 - 6s - loss: 1.3119 - accuracy: 0.8660 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.023912787437439
	accuracy: 0.9112499952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.475 82.041 75.513 83.816 78.085
	Acc: 0.911 OSCR : 69.234 AUROC_max_val (%): 82.041 AUROC_real (%): 72.898

Epoch 426/600
235/235 - 6s - loss: 1.3005 - accuracy: 0.8675 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.0112663507461548
	accuracy: 0.9097499847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.075 83.440 76.000 84.945 80.492
	Acc: 0.910 OSCR : 72.034 AUROC_max_val (%): 83.440 AUROC_real (%): 76.196

Epoch 427/600
235/235 - 6s - loss: 1.2961 - accuracy: 0.8688 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.062437653541565
	accuracy: 0.9002500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.250 83.903 76.788 85.371 80.552
	Acc: 0.900 OSCR : 71.737 AUROC_max_val (%): 83.903 AUROC_real (%): 76.200

Epoch 428/600
235/235 - 6s - loss: 1.2885 - accuracy: 0.8699 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0064809322357178
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.150 82.782 75.713 85.148 79.367
	Acc: 0.906 OSCR : 71.507 AUROC_max_val (%): 82.782 AUROC_real (%): 75.398

Epoch 429/600
235/235 - 6s - loss: 1.2674 - accuracy: 0.8727 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0088443756103516
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 82.766 75.763 84.043 79.996
	Acc: 0.910 OSCR : 72.482 AUROC_max_val (%): 82.766 AUROC_real (%): 76.314

Epoch 430/600
235/235 - 6s - loss: 1.2837 - accuracy: 0.8704 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9473980069160461
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.350 82.617 75.625 84.330 79.480
	Acc: 0.913 OSCR : 72.130 AUROC_max_val (%): 82.617 AUROC_real (%): 75.530

Epoch 431/600
235/235 - 6s - loss: 1.3031 - accuracy: 0.8673 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.000653862953186
	accuracy: 0.9072499871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.250 82.981 76.038 84.893 79.996
	Acc: 0.907 OSCR : 71.991 AUROC_max_val (%): 82.981 AUROC_real (%): 76.006

Epoch 432/600
235/235 - 6s - loss: 1.2854 - accuracy: 0.8704 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0388853549957275
	accuracy: 0.9057499766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.500 84.479 77.312 86.378 81.353
	Acc: 0.906 OSCR : 71.901 AUROC_max_val (%): 84.479 AUROC_real (%): 75.984

Epoch 433/600
235/235 - 6s - loss: 1.2698 - accuracy: 0.8717 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.930917501449585
	accuracy: 0.9175000190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.925 83.367 76.287 85.294 79.584
	Acc: 0.917 OSCR : 70.459 AUROC_max_val (%): 83.367 AUROC_real (%): 73.998

Epoch 434/600
235/235 - 6s - loss: 1.2647 - accuracy: 0.8716 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0851905345916748
	accuracy: 0.8970000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.825 81.271 74.975 83.245 77.367
	Acc: 0.897 OSCR : 68.680 AUROC_max_val (%): 81.271 AUROC_real (%): 72.876

Epoch 435/600
235/235 - 6s - loss: 1.2661 - accuracy: 0.8728 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9223666191101074
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.925 86.393 78.750 88.024 83.404
	Acc: 0.915 OSCR : 75.638 AUROC_max_val (%): 86.393 AUROC_real (%): 79.472

Epoch 436/600
235/235 - 6s - loss: 1.2738 - accuracy: 0.8697 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.011330246925354
	accuracy: 0.9142500162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.375 82.152 74.925 84.134 78.873
	Acc: 0.914 OSCR : 69.996 AUROC_max_val (%): 82.152 AUROC_real (%): 73.538

Epoch 437/600
235/235 - 6s - loss: 1.2697 - accuracy: 0.8724 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0540292263031006
	accuracy: 0.9082499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.375 84.519 77.800 86.223 81.547
	Acc: 0.908 OSCR : 71.080 AUROC_max_val (%): 84.519 AUROC_real (%): 75.155

Epoch 438/600
235/235 - 6s - loss: 1.2510 - accuracy: 0.8740 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9290702939033508
	accuracy: 0.9129999876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.725 83.295 76.188 85.128 80.050
	Acc: 0.913 OSCR : 73.177 AUROC_max_val (%): 83.295 AUROC_real (%): 76.873

Epoch 439/600
235/235 - 6s - loss: 1.2568 - accuracy: 0.8736 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9885502457618713
	accuracy: 0.9085000157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.025 84.549 77.237 85.916 81.336
	Acc: 0.908 OSCR : 71.945 AUROC_max_val (%): 84.549 AUROC_real (%): 75.992

Epoch 440/600
235/235 - 6s - loss: 1.2362 - accuracy: 0.8762 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0207527875900269
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.775 83.232 76.237 84.888 79.812
	Acc: 0.910 OSCR : 71.366 AUROC_max_val (%): 83.232 AUROC_real (%): 75.299

Epoch 441/600
235/235 - 6s - loss: 1.2438 - accuracy: 0.8767 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9553698897361755
	accuracy: 0.9125000238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.550 82.274 75.963 84.109 78.489
	Acc: 0.912 OSCR : 71.364 AUROC_max_val (%): 82.274 AUROC_real (%): 74.995

Epoch 442/600
235/235 - 6s - loss: 1.2357 - accuracy: 0.8742 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2218080759048462
	accuracy: 0.9072499871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.825 79.869 73.975 80.306 76.859
	Acc: 0.907 OSCR : 67.374 AUROC_max_val (%): 79.869 AUROC_real (%): 71.011

Epoch 443/600
235/235 - 6s - loss: 1.2389 - accuracy: 0.8750 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0830330848693848
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.425 82.377 75.888 84.774 78.171
	Acc: 0.907 OSCR : 68.121 AUROC_max_val (%): 82.377 AUROC_real (%): 71.926

Epoch 444/600
235/235 - 6s - loss: 1.2255 - accuracy: 0.8770 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0051953792572021
	accuracy: 0.9097499847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.175 83.746 76.325 85.663 80.410
	Acc: 0.910 OSCR : 69.650 AUROC_max_val (%): 83.746 AUROC_real (%): 73.534

Epoch 445/600
235/235 - 6s - loss: 1.2310 - accuracy: 0.8747 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0028893947601318
	accuracy: 0.902999997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.225 81.578 74.513 83.131 78.224
	Acc: 0.903 OSCR : 72.998 AUROC_max_val (%): 81.578 AUROC_real (%): 76.962

Epoch 446/600
235/235 - 6s - loss: 1.2314 - accuracy: 0.8745 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.001081109046936
	accuracy: 0.9137499928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.500 85.044 78.025 87.205 81.444
	Acc: 0.914 OSCR : 71.001 AUROC_max_val (%): 85.044 AUROC_real (%): 74.656

Epoch 447/600
235/235 - 6s - loss: 1.2265 - accuracy: 0.8754 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.000652551651001
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.325 84.252 76.975 86.056 81.121
	Acc: 0.912 OSCR : 70.442 AUROC_max_val (%): 84.252 AUROC_real (%): 73.971

Epoch 448/600
235/235 - 6s - loss: 1.2104 - accuracy: 0.8784 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.876738429069519
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.425 84.300 77.613 86.159 80.958
	Acc: 0.917 OSCR : 76.138 AUROC_max_val (%): 84.300 AUROC_real (%): 79.703

Epoch 449/600
235/235 - 6s - loss: 1.2058 - accuracy: 0.8780 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.110217571258545
	accuracy: 0.903249979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.600 77.960 71.338 79.393 74.333
	Acc: 0.903 OSCR : 67.504 AUROC_max_val (%): 77.960 AUROC_real (%): 71.026

Epoch 450/600
235/235 - 6s - loss: 1.2034 - accuracy: 0.8784 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9936622381210327
	accuracy: 0.9164999723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.275 83.883 76.913 84.759 81.364
	Acc: 0.916 OSCR : 68.670 AUROC_max_val (%): 83.883 AUROC_real (%): 72.165

Epoch 451/600
235/235 - 6s - loss: 1.2191 - accuracy: 0.8754 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9383866190910339
	accuracy: 0.9117500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.200 82.063 75.137 83.519 79.072
	Acc: 0.912 OSCR : 70.809 AUROC_max_val (%): 82.063 AUROC_real (%): 74.413

Epoch 452/600
235/235 - 6s - loss: 1.1926 - accuracy: 0.8802 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9608350992202759
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.250 82.617 75.163 84.357 79.664
	Acc: 0.913 OSCR : 71.517 AUROC_max_val (%): 82.617 AUROC_real (%): 75.240

Epoch 453/600
235/235 - 6s - loss: 1.1898 - accuracy: 0.8798 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.0996086597442627
	accuracy: 0.9054999947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.900 82.179 75.812 84.248 77.994
	Acc: 0.905 OSCR : 64.540 AUROC_max_val (%): 82.179 AUROC_real (%): 68.142

Epoch 454/600
235/235 - 6s - loss: 1.1984 - accuracy: 0.8813 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9465518593788147
	accuracy: 0.9177500009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 82.772 75.963 84.320 79.565
	Acc: 0.918 OSCR : 72.790 AUROC_max_val (%): 82.772 AUROC_real (%): 76.447

Epoch 455/600
235/235 - 6s - loss: 1.1772 - accuracy: 0.8814 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9681793451309204
	accuracy: 0.9132500290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.875 82.443 75.500 84.020 79.192
	Acc: 0.913 OSCR : 72.464 AUROC_max_val (%): 82.443 AUROC_real (%): 76.288

Epoch 456/600
235/235 - 6s - loss: 1.1806 - accuracy: 0.8807 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0729871988296509
	accuracy: 0.9077500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.725 80.403 73.200 82.485 76.737
	Acc: 0.908 OSCR : 67.992 AUROC_max_val (%): 80.403 AUROC_real (%): 71.665

Epoch 457/600
235/235 - 6s - loss: 1.1979 - accuracy: 0.8781 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9502292275428772
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.575 83.002 76.288 84.952 79.153
	Acc: 0.913 OSCR : 69.197 AUROC_max_val (%): 83.002 AUROC_real (%): 72.612

Epoch 458/600
235/235 - 6s - loss: 1.1794 - accuracy: 0.8805 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3612433671951294
	accuracy: 0.9070000052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.425 79.388 72.863 81.598 75.804
	Acc: 0.907 OSCR : 62.648 AUROC_max_val (%): 79.388 AUROC_real (%): 66.445

Epoch 459/600
235/235 - 6s - loss: 1.1832 - accuracy: 0.8805 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9660793542861938
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.525 82.220 75.200 82.986 80.284
	Acc: 0.912 OSCR : 71.196 AUROC_max_val (%): 82.220 AUROC_real (%): 74.864

Epoch 460/600
235/235 - 6s - loss: 1.1735 - accuracy: 0.8833 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9930603504180908
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.550 82.697 76.075 83.601 79.833
	Acc: 0.917 OSCR : 70.119 AUROC_max_val (%): 82.697 AUROC_real (%): 73.580

Epoch 461/600
235/235 - 6s - loss: 1.1542 - accuracy: 0.8826 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.0058327913284302
	accuracy: 0.9117500185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.375 84.224 77.562 85.586 81.378
	Acc: 0.912 OSCR : 70.683 AUROC_max_val (%): 84.224 AUROC_real (%): 74.152

Epoch 462/600
235/235 - 6s - loss: 1.1565 - accuracy: 0.8830 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9206430315971375
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.200 81.373 74.650 82.612 78.309
	Acc: 0.917 OSCR : 70.738 AUROC_max_val (%): 81.373 AUROC_real (%): 74.075

Epoch 463/600
235/235 - 6s - loss: 1.1645 - accuracy: 0.8812 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1456267833709717
	accuracy: 0.906499981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.975 80.817 74.213 82.397 76.912
	Acc: 0.906 OSCR : 67.937 AUROC_max_val (%): 80.817 AUROC_real (%): 71.623

Epoch 464/600
235/235 - 6s - loss: 1.1598 - accuracy: 0.8818 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8853219747543335
	accuracy: 0.9194999933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.775 83.343 76.287 84.419 80.740
	Acc: 0.919 OSCR : 74.119 AUROC_max_val (%): 83.343 AUROC_real (%): 77.711

Epoch 465/600
235/235 - 6s - loss: 1.1480 - accuracy: 0.8845 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8987875580787659
	accuracy: 0.9207500219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 83.992 76.900 85.283 80.864
	Acc: 0.921 OSCR : 72.091 AUROC_max_val (%): 83.992 AUROC_real (%): 75.325

Epoch 466/600
235/235 - 6s - loss: 1.1172 - accuracy: 0.8874 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9237715005874634
	accuracy: 0.9144999980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.425 82.295 75.400 83.450 79.058
	Acc: 0.914 OSCR : 73.225 AUROC_max_val (%): 82.295 AUROC_real (%): 76.858

Epoch 467/600
235/235 - 6s - loss: 1.1432 - accuracy: 0.8844 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.010291337966919
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.925 81.081 74.612 82.410 77.475
	Acc: 0.910 OSCR : 71.918 AUROC_max_val (%): 81.081 AUROC_real (%): 75.604

Epoch 468/600
235/235 - 6s - loss: 1.1631 - accuracy: 0.8814 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.1101628541946411
	accuracy: 0.9082499742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.650 79.271 72.887 80.200 75.916
	Acc: 0.908 OSCR : 69.945 AUROC_max_val (%): 79.271 AUROC_real (%): 73.813

Epoch 469/600
235/235 - 6s - loss: 1.1520 - accuracy: 0.8847 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.1560304164886475
	accuracy: 0.9057499766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.275 79.799 73.412 80.313 76.450
	Acc: 0.906 OSCR : 68.248 AUROC_max_val (%): 79.799 AUROC_real (%): 72.140

Epoch 470/600
235/235 - 6s - loss: 1.1392 - accuracy: 0.8830 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1006886959075928
	accuracy: 0.9045000076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.300 78.270 72.000 78.855 74.956
	Acc: 0.904 OSCR : 69.530 AUROC_max_val (%): 78.270 AUROC_real (%): 73.657

Epoch 471/600
235/235 - 6s - loss: 1.1233 - accuracy: 0.8852 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.848731517791748
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.050 85.205 78.513 86.573 82.408
	Acc: 0.923 OSCR : 74.023 AUROC_max_val (%): 85.205 AUROC_real (%): 77.412

Epoch 472/600
235/235 - 6s - loss: 1.1293 - accuracy: 0.8865 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8493263721466064
	accuracy: 0.9197499752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.050 83.533 77.000 85.170 79.879
	Acc: 0.920 OSCR : 73.843 AUROC_max_val (%): 83.533 AUROC_real (%): 76.973

Epoch 473/600
235/235 - 6s - loss: 1.1281 - accuracy: 0.8850 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.073896884918213
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.275 83.800 77.250 85.881 80.227
	Acc: 0.915 OSCR : 67.904 AUROC_max_val (%): 83.800 AUROC_real (%): 71.312

Epoch 474/600
235/235 - 6s - loss: 1.1333 - accuracy: 0.8851 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):1.0218945741653442
	accuracy: 0.9112499952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.250 84.052 77.200 85.904 80.993
	Acc: 0.911 OSCR : 73.196 AUROC_max_val (%): 84.052 AUROC_real (%): 77.189

Epoch 475/600
235/235 - 6s - loss: 1.1145 - accuracy: 0.8860 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0086182355880737
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.225 85.310 78.100 87.320 82.031
	Acc: 0.913 OSCR : 69.232 AUROC_max_val (%): 85.310 AUROC_real (%): 72.857

Epoch 476/600
235/235 - 6s - loss: 1.1068 - accuracy: 0.8882 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8736186027526855
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.450 84.380 76.838 86.196 81.156
	Acc: 0.921 OSCR : 70.507 AUROC_max_val (%): 84.380 AUROC_real (%): 73.758

Epoch 477/600
235/235 - 6s - loss: 1.1166 - accuracy: 0.8861 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8884609937667847
	accuracy: 0.9172499775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.900 82.730 75.700 84.183 79.867
	Acc: 0.917 OSCR : 72.832 AUROC_max_val (%): 82.730 AUROC_real (%): 76.337

Epoch 478/600
235/235 - 6s - loss: 1.1298 - accuracy: 0.8862 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8837941884994507
	accuracy: 0.918749988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.050 81.940 75.462 82.874 78.866
	Acc: 0.919 OSCR : 73.549 AUROC_max_val (%): 81.940 AUROC_real (%): 76.887

Epoch 479/600
235/235 - 6s - loss: 1.1021 - accuracy: 0.8893 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9369282722473145
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.350 83.490 76.425 85.136 79.963
	Acc: 0.921 OSCR : 70.793 AUROC_max_val (%): 83.490 AUROC_real (%): 74.138

Epoch 480/600
235/235 - 6s - loss: 1.0975 - accuracy: 0.8887 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9744836091995239
	accuracy: 0.9207500219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.650 81.655 74.950 82.862 78.405
	Acc: 0.921 OSCR : 68.456 AUROC_max_val (%): 81.655 AUROC_real (%): 71.544

Epoch 481/600
235/235 - 6s - loss: 1.0844 - accuracy: 0.8898 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8334611058235168
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.775 82.252 75.600 83.056 79.476
	Acc: 0.923 OSCR : 72.048 AUROC_max_val (%): 82.252 AUROC_real (%): 75.126

Epoch 482/600
235/235 - 6s - loss: 1.0858 - accuracy: 0.8902 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0433845520019531
	accuracy: 0.9114999771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.925 84.962 77.700 86.851 81.860
	Acc: 0.911 OSCR : 70.245 AUROC_max_val (%): 84.962 AUROC_real (%): 74.278

Epoch 483/600
235/235 - 6s - loss: 1.0720 - accuracy: 0.8923 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2057636976242065
	accuracy: 0.9182500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.850 81.028 74.162 82.494 77.797
	Acc: 0.918 OSCR : 64.581 AUROC_max_val (%): 81.028 AUROC_real (%): 67.954

Epoch 484/600
235/235 - 6s - loss: 1.0750 - accuracy: 0.8879 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0156515836715698
	accuracy: 0.9182500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.100 80.880 74.462 81.873 77.407
	Acc: 0.918 OSCR : 72.222 AUROC_max_val (%): 80.880 AUROC_real (%): 75.923

Epoch 485/600
235/235 - 6s - loss: 1.0859 - accuracy: 0.8911 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8424919247627258
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.900 82.499 75.362 83.408 80.075
	Acc: 0.923 OSCR : 72.018 AUROC_max_val (%): 82.499 AUROC_real (%): 75.147

Epoch 486/600
235/235 - 6s - loss: 1.0690 - accuracy: 0.8906 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8824886679649353
	accuracy: 0.9194999933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.625 83.676 76.450 85.332 80.740
	Acc: 0.919 OSCR : 72.297 AUROC_max_val (%): 83.676 AUROC_real (%): 75.655

Epoch 487/600
235/235 - 6s - loss: 1.0884 - accuracy: 0.8895 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9692403078079224
	accuracy: 0.921750009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.675 85.234 78.213 86.966 82.051
	Acc: 0.922 OSCR : 66.376 AUROC_max_val (%): 85.234 AUROC_real (%): 69.555

Epoch 488/600
235/235 - 6s - loss: 1.0687 - accuracy: 0.8915 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.92902010679245
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.850 82.643 75.750 83.807 79.802
	Acc: 0.918 OSCR : 71.729 AUROC_max_val (%): 82.643 AUROC_real (%): 75.282

Epoch 489/600
235/235 - 6s - loss: 1.0616 - accuracy: 0.8924 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.876659631729126
	accuracy: 0.9167500138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.450 83.360 76.525 84.751 80.554
	Acc: 0.917 OSCR : 71.012 AUROC_max_val (%): 83.360 AUROC_real (%): 74.320

Epoch 490/600
235/235 - 6s - loss: 1.0632 - accuracy: 0.8918 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8676979541778564
	accuracy: 0.9225000143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 83.346 76.413 84.776 80.299
	Acc: 0.922 OSCR : 71.826 AUROC_max_val (%): 83.346 AUROC_real (%): 75.073

Epoch 491/600
235/235 - 6s - loss: 1.0295 - accuracy: 0.8934 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8999625444412231
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.450 82.134 75.525 83.540 78.718
	Acc: 0.920 OSCR : 71.057 AUROC_max_val (%): 82.134 AUROC_real (%): 74.187

Epoch 492/600
235/235 - 6s - loss: 1.0371 - accuracy: 0.8946 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7904882431030273
	accuracy: 0.9272500276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.450 83.056 76.438 84.383 79.707
	Acc: 0.927 OSCR : 74.203 AUROC_max_val (%): 83.056 AUROC_real (%): 77.206

Epoch 493/600
235/235 - 6s - loss: 1.0322 - accuracy: 0.8940 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9090180993080139
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.250 84.142 77.200 86.057 80.794
	Acc: 0.924 OSCR : 70.901 AUROC_max_val (%): 84.142 AUROC_real (%): 74.041

Epoch 494/600
235/235 - 6s - loss: 1.0192 - accuracy: 0.8963 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8881838917732239
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.450 82.544 75.500 84.166 79.287
	Acc: 0.926 OSCR : 69.941 AUROC_max_val (%): 82.544 AUROC_real (%): 73.169

Epoch 495/600
235/235 - 6s - loss: 1.0303 - accuracy: 0.8961 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9694846272468567
	accuracy: 0.9154999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.850 83.547 76.188 85.392 80.205
	Acc: 0.915 OSCR : 69.332 AUROC_max_val (%): 83.547 AUROC_real (%): 72.790

Epoch 496/600
235/235 - 6s - loss: 1.0344 - accuracy: 0.8955 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9859267473220825
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.025 85.668 78.713 87.479 82.390
	Acc: 0.915 OSCR : 69.996 AUROC_max_val (%): 85.668 AUROC_real (%): 73.627

Epoch 497/600
235/235 - 6s - loss: 1.0107 - accuracy: 0.8965 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8339962959289551
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.250 85.825 79.112 87.634 82.573
	Acc: 0.927 OSCR : 72.638 AUROC_max_val (%): 85.825 AUROC_real (%): 75.726

Epoch 498/600
235/235 - 6s - loss: 1.0145 - accuracy: 0.8966 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8914624452590942
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.125 81.854 74.713 82.763 79.386
	Acc: 0.921 OSCR : 71.306 AUROC_max_val (%): 81.854 AUROC_real (%): 74.782

Epoch 499/600
235/235 - 6s - loss: 1.0051 - accuracy: 0.8983 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9615921378135681
	accuracy: 0.9192500114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 84.457 77.600 85.576 81.878
	Acc: 0.919 OSCR : 70.078 AUROC_max_val (%): 84.457 AUROC_real (%): 73.548

Epoch 500/600
235/235 - 6s - loss: 1.0033 - accuracy: 0.8978 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7862667441368103
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.425 84.598 77.788 86.116 81.820
	Acc: 0.928 OSCR : 72.440 AUROC_max_val (%): 84.598 AUROC_real (%): 75.414

Epoch 501/600
235/235 - 6s - loss: 1.0045 - accuracy: 0.8970 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.754088819026947
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.175 83.003 76.075 84.611 79.812
	Acc: 0.932 OSCR : 73.213 AUROC_max_val (%): 83.003 AUROC_real (%): 76.036

Epoch 502/600
235/235 - 6s - loss: 1.0146 - accuracy: 0.8959 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9173597693443298
	accuracy: 0.9192500114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.550 82.477 75.750 82.803 79.718
	Acc: 0.919 OSCR : 67.939 AUROC_max_val (%): 82.477 AUROC_real (%): 70.928

Epoch 503/600
235/235 - 6s - loss: 0.9932 - accuracy: 0.8997 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8161585330963135
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.125 83.166 76.150 84.599 79.947
	Acc: 0.923 OSCR : 73.463 AUROC_max_val (%): 83.166 AUROC_real (%): 76.665

Epoch 504/600
235/235 - 6s - loss: 0.9744 - accuracy: 0.9012 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8747208118438721
	accuracy: 0.922249972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 81.441 74.650 82.500 78.535
	Acc: 0.922 OSCR : 69.915 AUROC_max_val (%): 81.441 AUROC_real (%): 73.046

Epoch 505/600
235/235 - 6s - loss: 0.9876 - accuracy: 0.9004 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7816104292869568
	accuracy: 0.9294999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.575 86.041 79.000 87.616 83.161
	Acc: 0.929 OSCR : 74.926 AUROC_max_val (%): 86.041 AUROC_real (%): 78.023

Epoch 506/600
235/235 - 6s - loss: 0.9878 - accuracy: 0.9001 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9039527177810669
	accuracy: 0.9182500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.350 81.966 75.037 82.826 79.130
	Acc: 0.918 OSCR : 72.025 AUROC_max_val (%): 81.966 AUROC_real (%): 75.395

Epoch 507/600
235/235 - 6s - loss: 0.9669 - accuracy: 0.9028 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8908318281173706
	accuracy: 0.9235000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.900 85.019 77.788 86.138 82.420
	Acc: 0.923 OSCR : 71.288 AUROC_max_val (%): 85.019 AUROC_real (%): 74.491

Epoch 508/600
235/235 - 6s - loss: 0.9694 - accuracy: 0.9018 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8281002044677734
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.850 84.235 77.200 85.921 80.995
	Acc: 0.927 OSCR : 73.141 AUROC_max_val (%): 84.235 AUROC_real (%): 76.370

Epoch 509/600
235/235 - 6s - loss: 0.9747 - accuracy: 0.9009 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.852644145488739
	accuracy: 0.9197499752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.975 84.857 77.525 85.988 82.086
	Acc: 0.920 OSCR : 73.728 AUROC_max_val (%): 84.857 AUROC_real (%): 77.144

Epoch 510/600
235/235 - 6s - loss: 0.9639 - accuracy: 0.9007 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9126070141792297
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.175 83.889 77.162 85.755 80.528
	Acc: 0.920 OSCR : 68.268 AUROC_max_val (%): 83.889 AUROC_real (%): 71.531

Epoch 511/600
235/235 - 6s - loss: 0.9759 - accuracy: 0.9015 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8854001760482788
	accuracy: 0.9192500114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 83.450 76.463 85.144 79.805
	Acc: 0.919 OSCR : 72.150 AUROC_max_val (%): 83.450 AUROC_real (%): 75.535

Epoch 512/600
235/235 - 6s - loss: 0.9677 - accuracy: 0.9012 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9365547895431519
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 83.957 77.150 85.064 80.953
	Acc: 0.915 OSCR : 72.085 AUROC_max_val (%): 83.957 AUROC_real (%): 75.662

Epoch 513/600
235/235 - 6s - loss: 0.9527 - accuracy: 0.9031 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.882392406463623
	accuracy: 0.9237499833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.200 84.151 77.350 85.627 81.210
	Acc: 0.924 OSCR : 72.212 AUROC_max_val (%): 84.151 AUROC_real (%): 75.548

Epoch 514/600
235/235 - 6s - loss: 0.9546 - accuracy: 0.9045 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8709653615951538
	accuracy: 0.9252499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 83.925 77.038 85.041 81.140
	Acc: 0.925 OSCR : 69.698 AUROC_max_val (%): 83.925 AUROC_real (%): 72.784

Epoch 515/600
235/235 - 6s - loss: 0.9576 - accuracy: 0.9034 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8559051752090454
	accuracy: 0.9247499704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.475 82.952 75.862 84.286 79.477
	Acc: 0.925 OSCR : 70.865 AUROC_max_val (%): 82.952 AUROC_real (%): 74.071

Epoch 516/600
235/235 - 6s - loss: 0.9632 - accuracy: 0.9011 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8817081451416016
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.675 85.556 78.525 87.428 82.074
	Acc: 0.920 OSCR : 72.637 AUROC_max_val (%): 85.556 AUROC_real (%): 76.065

Epoch 517/600
235/235 - 6s - loss: 0.9380 - accuracy: 0.9041 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8270362019538879
	accuracy: 0.921750009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.725 84.111 76.538 84.986 81.640
	Acc: 0.922 OSCR : 74.164 AUROC_max_val (%): 84.111 AUROC_real (%): 77.427

Epoch 518/600
235/235 - 6s - loss: 0.9423 - accuracy: 0.9029 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9103314876556396
	accuracy: 0.9194999933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.975 84.312 77.712 85.567 81.493
	Acc: 0.919 OSCR : 72.519 AUROC_max_val (%): 84.312 AUROC_real (%): 76.006

Epoch 519/600
235/235 - 6s - loss: 0.9266 - accuracy: 0.9073 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9231983423233032
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.900 82.721 75.513 83.875 79.636
	Acc: 0.925 OSCR : 69.298 AUROC_max_val (%): 82.721 AUROC_real (%): 72.440

Epoch 520/600
235/235 - 6s - loss: 0.9167 - accuracy: 0.9068 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8362802863121033
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.650 84.378 77.300 85.658 81.590
	Acc: 0.927 OSCR : 74.775 AUROC_max_val (%): 84.378 AUROC_real (%): 78.075

Epoch 521/600
235/235 - 6s - loss: 0.9300 - accuracy: 0.9039 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8495956659317017
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.000 84.787 77.525 86.096 82.138
	Acc: 0.927 OSCR : 71.698 AUROC_max_val (%): 84.787 AUROC_real (%): 74.953

Epoch 522/600
235/235 - 6s - loss: 0.9248 - accuracy: 0.9067 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8520402908325195
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.925 84.378 77.287 86.084 81.336
	Acc: 0.926 OSCR : 71.879 AUROC_max_val (%): 84.378 AUROC_real (%): 74.956

Epoch 523/600
235/235 - 6s - loss: 0.8909 - accuracy: 0.9095 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7646706700325012
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.225 83.216 76.375 84.165 80.440
	Acc: 0.928 OSCR : 73.947 AUROC_max_val (%): 83.216 AUROC_real (%): 76.845

Epoch 524/600
235/235 - 6s - loss: 0.8986 - accuracy: 0.9095 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8052077889442444
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.550 84.477 77.213 85.699 82.102
	Acc: 0.930 OSCR : 71.154 AUROC_max_val (%): 84.477 AUROC_real (%): 74.167

Epoch 525/600
235/235 - 6s - loss: 0.9055 - accuracy: 0.9085 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8311967253684998
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.050 84.034 76.725 85.153 81.899
	Acc: 0.930 OSCR : 69.877 AUROC_max_val (%): 84.034 AUROC_real (%): 72.842

Epoch 526/600
235/235 - 6s - loss: 0.9130 - accuracy: 0.9063 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.880389392375946
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.225 83.027 76.162 83.974 80.362
	Acc: 0.928 OSCR : 70.630 AUROC_max_val (%): 83.027 AUROC_real (%): 73.706

Epoch 527/600
235/235 - 6s - loss: 0.8730 - accuracy: 0.9120 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7968749403953552
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.175 83.520 76.600 84.631 80.997
	Acc: 0.929 OSCR : 71.356 AUROC_max_val (%): 83.520 AUROC_real (%): 74.274

Epoch 528/600
235/235 - 6s - loss: 0.8903 - accuracy: 0.9111 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.9004548788070679
	accuracy: 0.9242500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.400 83.083 76.275 84.381 80.372
	Acc: 0.924 OSCR : 68.083 AUROC_max_val (%): 83.083 AUROC_real (%): 71.317

Epoch 529/600
235/235 - 6s - loss: 0.8774 - accuracy: 0.9110 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8205671310424805
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.700 84.824 77.562 86.453 81.897
	Acc: 0.927 OSCR : 72.626 AUROC_max_val (%): 84.824 AUROC_real (%): 75.703

Epoch 530/600
235/235 - 6s - loss: 0.8845 - accuracy: 0.9099 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8549386858940125
	accuracy: 0.9265000224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.525 86.154 79.200 87.786 83.252
	Acc: 0.926 OSCR : 72.318 AUROC_max_val (%): 86.154 AUROC_real (%): 75.541

Epoch 531/600
235/235 - 6s - loss: 0.8572 - accuracy: 0.9126 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7861350774765015
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 84.564 77.413 86.005 81.930
	Acc: 0.933 OSCR : 72.390 AUROC_max_val (%): 84.564 AUROC_real (%): 75.380

Epoch 532/600
235/235 - 6s - loss: 0.8611 - accuracy: 0.9120 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.8076142072677612
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.900 85.562 78.663 87.251 82.295
	Acc: 0.931 OSCR : 71.765 AUROC_max_val (%): 85.562 AUROC_real (%): 74.735

Epoch 533/600
235/235 - 6s - loss: 0.8580 - accuracy: 0.9135 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9022639989852905
	accuracy: 0.9265000224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.825 82.791 76.300 84.093 79.249
	Acc: 0.926 OSCR : 69.919 AUROC_max_val (%): 82.791 AUROC_real (%): 73.008

Epoch 534/600
235/235 - 6s - loss: 0.8795 - accuracy: 0.9101 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.780093789100647
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.175 84.797 78.038 86.071 82.192
	Acc: 0.932 OSCR : 73.571 AUROC_max_val (%): 84.797 AUROC_real (%): 76.585

Epoch 535/600
235/235 - 6s - loss: 0.8658 - accuracy: 0.9121 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7207341194152832
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 85.106 78.287 86.257 82.174
	Acc: 0.937 OSCR : 75.335 AUROC_max_val (%): 85.106 AUROC_real (%): 78.168

Epoch 536/600
235/235 - 6s - loss: 0.8777 - accuracy: 0.9114 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7877975106239319
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 85.132 77.963 86.523 82.260
	Acc: 0.932 OSCR : 72.678 AUROC_max_val (%): 85.132 AUROC_real (%): 75.630

Epoch 537/600
235/235 - 6s - loss: 0.8782 - accuracy: 0.9111 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7650967836380005
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.575 86.135 78.975 87.395 83.826
	Acc: 0.934 OSCR : 74.166 AUROC_max_val (%): 86.135 AUROC_real (%): 77.068

Epoch 538/600
235/235 - 6s - loss: 0.8520 - accuracy: 0.9137 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7357314825057983
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.075 85.625 78.800 86.922 83.261
	Acc: 0.934 OSCR : 75.309 AUROC_max_val (%): 85.625 AUROC_real (%): 78.279

Epoch 539/600
235/235 - 6s - loss: 0.8394 - accuracy: 0.9142 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7802703380584717
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.925 84.507 77.487 85.610 81.750
	Acc: 0.935 OSCR : 72.319 AUROC_max_val (%): 84.507 AUROC_real (%): 75.093

Epoch 540/600
235/235 - 6s - loss: 0.8397 - accuracy: 0.9132 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8247127532958984
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 86.057 79.100 87.374 83.088
	Acc: 0.930 OSCR : 73.490 AUROC_max_val (%): 86.057 AUROC_real (%): 76.602

Epoch 541/600
235/235 - 6s - loss: 0.8449 - accuracy: 0.9148 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7690780162811279
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.375 85.552 78.312 86.848 82.574
	Acc: 0.933 OSCR : 73.252 AUROC_max_val (%): 85.552 AUROC_real (%): 76.153

Epoch 542/600
235/235 - 6s - loss: 0.8486 - accuracy: 0.9135 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7525109648704529
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.250 84.658 77.613 85.428 82.382
	Acc: 0.934 OSCR : 73.081 AUROC_max_val (%): 84.658 AUROC_real (%): 75.919

Epoch 543/600
235/235 - 6s - loss: 0.8309 - accuracy: 0.9136 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8178480267524719
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 85.145 78.225 86.465 82.293
	Acc: 0.930 OSCR : 71.578 AUROC_max_val (%): 85.145 AUROC_real (%): 74.588

Epoch 544/600
235/235 - 6s - loss: 0.8206 - accuracy: 0.9167 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7837955951690674
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.650 84.708 77.750 85.648 82.334
	Acc: 0.931 OSCR : 72.669 AUROC_max_val (%): 84.708 AUROC_real (%): 75.608

Epoch 545/600
235/235 - 6s - loss: 0.8209 - accuracy: 0.9163 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8083360195159912
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.650 83.374 76.438 84.511 80.720
	Acc: 0.931 OSCR : 71.878 AUROC_max_val (%): 83.374 AUROC_real (%): 74.815

Epoch 546/600
235/235 - 6s - loss: 0.8092 - accuracy: 0.9171 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8503528833389282
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.475 85.045 78.075 86.515 82.085
	Acc: 0.929 OSCR : 70.788 AUROC_max_val (%): 85.045 AUROC_real (%): 73.823

Epoch 547/600
235/235 - 6s - loss: 0.8338 - accuracy: 0.9155 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8009257912635803
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.325 83.444 76.838 84.538 80.655
	Acc: 0.931 OSCR : 70.775 AUROC_max_val (%): 83.444 AUROC_real (%): 73.675

Epoch 548/600
235/235 - 6s - loss: 0.8149 - accuracy: 0.9168 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7347615361213684
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.925 85.441 78.575 86.788 82.576
	Acc: 0.936 OSCR : 72.794 AUROC_max_val (%): 85.441 AUROC_real (%): 75.485

Epoch 549/600
235/235 - 6s - loss: 0.8059 - accuracy: 0.9170 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.795634388923645
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.075 85.047 78.088 86.344 82.199
	Acc: 0.934 OSCR : 72.237 AUROC_max_val (%): 85.047 AUROC_real (%): 75.082

Epoch 550/600
235/235 - 6s - loss: 0.8195 - accuracy: 0.9156 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7845289707183838
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.250 84.468 77.587 85.080 82.024
	Acc: 0.931 OSCR : 73.652 AUROC_max_val (%): 84.468 AUROC_real (%): 76.580

Epoch 551/600
235/235 - 6s - loss: 0.8157 - accuracy: 0.9167 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.842910885810852
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.550 83.442 76.850 83.779 81.038
	Acc: 0.933 OSCR : 70.691 AUROC_max_val (%): 83.442 AUROC_real (%): 73.507

Epoch 552/600
235/235 - 6s - loss: 0.8165 - accuracy: 0.9174 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8446224927902222
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.025 84.313 78.063 85.402 81.326
	Acc: 0.931 OSCR : 71.509 AUROC_max_val (%): 84.313 AUROC_real (%): 74.449

Epoch 553/600
235/235 - 6s - loss: 0.8223 - accuracy: 0.9178 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8221840858459473
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.100 84.932 78.275 86.441 81.733
	Acc: 0.933 OSCR : 71.411 AUROC_max_val (%): 84.932 AUROC_real (%): 74.262

Epoch 554/600
235/235 - 6s - loss: 0.7921 - accuracy: 0.9193 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7312111854553223
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.325 85.460 78.312 86.803 82.466
	Acc: 0.934 OSCR : 74.829 AUROC_max_val (%): 85.460 AUROC_real (%): 77.692

Epoch 555/600
235/235 - 6s - loss: 0.7960 - accuracy: 0.9195 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7592478394508362
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.175 84.932 77.700 85.945 82.247
	Acc: 0.932 OSCR : 73.082 AUROC_max_val (%): 84.932 AUROC_real (%): 75.857

Epoch 556/600
235/235 - 6s - loss: 0.7942 - accuracy: 0.9185 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7848074436187744
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.725 85.472 78.425 86.814 82.645
	Acc: 0.935 OSCR : 72.639 AUROC_max_val (%): 85.472 AUROC_real (%): 75.430

Epoch 557/600
235/235 - 6s - loss: 0.7886 - accuracy: 0.9198 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7496533393859863
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.450 85.431 78.588 86.812 82.607
	Acc: 0.933 OSCR : 73.621 AUROC_max_val (%): 85.431 AUROC_real (%): 76.378

Epoch 558/600
235/235 - 6s - loss: 0.7639 - accuracy: 0.9209 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7664456367492676
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.250 85.644 78.600 87.057 82.955
	Acc: 0.937 OSCR : 73.263 AUROC_max_val (%): 85.644 AUROC_real (%): 76.067

Epoch 559/600
235/235 - 6s - loss: 0.7747 - accuracy: 0.9214 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.737779438495636
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.350 85.832 78.925 87.273 83.133
	Acc: 0.936 OSCR : 73.480 AUROC_max_val (%): 85.832 AUROC_real (%): 76.233

Epoch 560/600
235/235 - 6s - loss: 0.7692 - accuracy: 0.9214 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7444919347763062
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.025 84.750 77.938 85.879 82.296
	Acc: 0.937 OSCR : 72.812 AUROC_max_val (%): 84.750 AUROC_real (%): 75.544

Epoch 561/600
235/235 - 6s - loss: 0.7625 - accuracy: 0.9216 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7960652709007263
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 85.394 78.787 86.688 82.518
	Acc: 0.931 OSCR : 73.566 AUROC_max_val (%): 85.394 AUROC_real (%): 76.549

Epoch 562/600
235/235 - 6s - loss: 0.7581 - accuracy: 0.9231 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7803255319595337
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.600 85.320 78.312 86.264 82.924
	Acc: 0.937 OSCR : 73.673 AUROC_max_val (%): 85.320 AUROC_real (%): 76.605

Epoch 563/600
235/235 - 6s - loss: 0.7637 - accuracy: 0.9220 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6965692639350891
	accuracy: 0.9375 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.750 85.053 78.050 85.894 82.635
	Acc: 0.938 OSCR : 75.056 AUROC_max_val (%): 85.053 AUROC_real (%): 77.723

Epoch 564/600
235/235 - 6s - loss: 0.7667 - accuracy: 0.9218 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7334640026092529
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.450 84.896 77.963 85.932 82.393
	Acc: 0.937 OSCR : 74.579 AUROC_max_val (%): 84.896 AUROC_real (%): 77.371

Epoch 565/600
235/235 - 6s - loss: 0.7763 - accuracy: 0.9217 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.764091432094574
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.650 85.345 78.338 86.570 82.709
	Acc: 0.933 OSCR : 73.524 AUROC_max_val (%): 85.345 AUROC_real (%): 76.352

Epoch 566/600
235/235 - 6s - loss: 0.7519 - accuracy: 0.9230 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7529311180114746
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.425 85.444 78.738 86.684 82.591
	Acc: 0.935 OSCR : 73.597 AUROC_max_val (%): 85.444 AUROC_real (%): 76.343

Epoch 567/600
235/235 - 6s - loss: 0.7649 - accuracy: 0.9216 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7245643138885498
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 84.989 78.125 86.224 82.472
	Acc: 0.936 OSCR : 73.151 AUROC_max_val (%): 84.989 AUROC_real (%): 75.825

Epoch 568/600
235/235 - 6s - loss: 0.7590 - accuracy: 0.9215 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7468621134757996
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.825 84.663 77.688 85.723 82.007
	Acc: 0.934 OSCR : 73.344 AUROC_max_val (%): 84.663 AUROC_real (%): 76.104

Epoch 569/600
235/235 - 6s - loss: 0.7474 - accuracy: 0.9247 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7266536951065063
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 85.407 78.538 86.768 82.609
	Acc: 0.936 OSCR : 74.219 AUROC_max_val (%): 85.407 AUROC_real (%): 76.973

Epoch 570/600
235/235 - 6s - loss: 0.7470 - accuracy: 0.9246 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7486057877540588
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 85.335 78.400 86.649 82.636
	Acc: 0.935 OSCR : 73.502 AUROC_max_val (%): 85.335 AUROC_real (%): 76.303

Epoch 571/600
235/235 - 6s - loss: 0.7434 - accuracy: 0.9239 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7730650305747986
	accuracy: 0.9334999918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.225 85.250 78.175 86.430 82.745
	Acc: 0.933 OSCR : 72.738 AUROC_max_val (%): 85.250 AUROC_real (%): 75.566

Epoch 572/600
235/235 - 6s - loss: 0.7391 - accuracy: 0.9257 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7591236233711243
	accuracy: 0.9359999895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.475 84.805 77.888 85.831 82.101
	Acc: 0.936 OSCR : 73.399 AUROC_max_val (%): 84.805 AUROC_real (%): 76.194

Epoch 573/600
235/235 - 6s - loss: 0.7608 - accuracy: 0.9233 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7546672821044922
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.850 85.382 78.338 86.638 82.673
	Acc: 0.935 OSCR : 74.102 AUROC_max_val (%): 85.382 AUROC_real (%): 76.983

Epoch 574/600
235/235 - 6s - loss: 0.7349 - accuracy: 0.9252 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7133855819702148
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.775 85.282 78.375 86.454 82.593
	Acc: 0.938 OSCR : 73.880 AUROC_max_val (%): 85.282 AUROC_real (%): 76.565

Epoch 575/600
235/235 - 6s - loss: 0.7590 - accuracy: 0.9216 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7226317524909973
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.225 84.767 77.850 85.830 82.013
	Acc: 0.936 OSCR : 73.531 AUROC_max_val (%): 84.767 AUROC_real (%): 76.234

Epoch 576/600
235/235 - 6s - loss: 0.7595 - accuracy: 0.9220 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7446458339691162
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.575 85.457 78.162 86.684 82.881
	Acc: 0.936 OSCR : 73.244 AUROC_max_val (%): 85.457 AUROC_real (%): 76.052

Epoch 577/600
235/235 - 6s - loss: 0.7477 - accuracy: 0.9243 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7137196660041809
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.625 84.948 78.075 86.003 82.406
	Acc: 0.935 OSCR : 74.718 AUROC_max_val (%): 84.948 AUROC_real (%): 77.508

Epoch 578/600
235/235 - 6s - loss: 0.7483 - accuracy: 0.9240 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7269935011863708
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.275 84.500 77.450 85.454 81.899
	Acc: 0.937 OSCR : 73.953 AUROC_max_val (%): 84.500 AUROC_real (%): 76.669

Epoch 579/600
235/235 - 6s - loss: 0.7522 - accuracy: 0.9234 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7633418440818787
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.225 83.903 76.763 84.939 81.335
	Acc: 0.934 OSCR : 72.873 AUROC_max_val (%): 83.903 AUROC_real (%): 75.699

Epoch 580/600
235/235 - 6s - loss: 0.7554 - accuracy: 0.9231 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.73555588722229
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.650 84.190 77.150 85.135 81.528
	Acc: 0.935 OSCR : 73.438 AUROC_max_val (%): 84.190 AUROC_real (%): 76.164

Epoch 581/600
235/235 - 6s - loss: 0.7436 - accuracy: 0.9238 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7266916632652283
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 84.724 77.700 85.681 82.132
	Acc: 0.937 OSCR : 74.015 AUROC_max_val (%): 84.724 AUROC_real (%): 76.741

Epoch 582/600
235/235 - 6s - loss: 0.7369 - accuracy: 0.9243 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7215973138809204
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.250 84.157 77.175 84.996 81.494
	Acc: 0.936 OSCR : 73.781 AUROC_max_val (%): 84.157 AUROC_real (%): 76.465

Epoch 583/600
235/235 - 6s - loss: 0.7262 - accuracy: 0.9270 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.736601710319519
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 84.633 77.675 85.597 81.881
	Acc: 0.935 OSCR : 73.497 AUROC_max_val (%): 84.633 AUROC_real (%): 76.226

Epoch 584/600
235/235 - 6s - loss: 0.7377 - accuracy: 0.9247 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7366998195648193
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.475 84.548 77.600 85.491 81.801
	Acc: 0.935 OSCR : 73.544 AUROC_max_val (%): 84.548 AUROC_real (%): 76.281

Epoch 585/600
235/235 - 6s - loss: 0.7364 - accuracy: 0.9252 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7241532802581787
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 84.520 77.525 85.450 81.909
	Acc: 0.935 OSCR : 74.084 AUROC_max_val (%): 84.520 AUROC_real (%): 76.839

Epoch 586/600
235/235 - 6s - loss: 0.7423 - accuracy: 0.9246 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.707733154296875
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.425 84.402 77.437 85.325 81.767
	Acc: 0.937 OSCR : 74.409 AUROC_max_val (%): 84.402 AUROC_real (%): 77.100

Epoch 587/600
235/235 - 6s - loss: 0.7211 - accuracy: 0.9276 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7087990045547485
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.700 84.276 77.475 85.191 81.717
	Acc: 0.936 OSCR : 74.357 AUROC_max_val (%): 84.276 AUROC_real (%): 77.027

Epoch 588/600
235/235 - 6s - loss: 0.7253 - accuracy: 0.9265 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7028369307518005
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.075 84.741 77.800 85.741 82.167
	Acc: 0.938 OSCR : 74.539 AUROC_max_val (%): 84.741 AUROC_real (%): 77.196

Epoch 589/600
235/235 - 6s - loss: 0.7300 - accuracy: 0.9262 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.708378791809082
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.825 84.904 77.975 85.955 82.361
	Acc: 0.938 OSCR : 74.326 AUROC_max_val (%): 84.904 AUROC_real (%): 77.007

Epoch 590/600
235/235 - 6s - loss: 0.7374 - accuracy: 0.9239 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7094435095787048
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.075 84.796 77.800 85.800 82.291
	Acc: 0.936 OSCR : 74.163 AUROC_max_val (%): 84.796 AUROC_real (%): 76.851

Epoch 591/600
235/235 - 6s - loss: 0.7223 - accuracy: 0.9274 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7180284261703491
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.875 84.838 77.900 85.848 82.268
	Acc: 0.934 OSCR : 73.954 AUROC_max_val (%): 84.838 AUROC_real (%): 76.680

Epoch 592/600
235/235 - 6s - loss: 0.7158 - accuracy: 0.9271 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.711783230304718
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.875 84.930 77.950 85.990 82.381
	Acc: 0.935 OSCR : 74.202 AUROC_max_val (%): 84.930 AUROC_real (%): 76.920

Epoch 593/600
235/235 - 6s - loss: 0.7211 - accuracy: 0.9254 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6986044645309448
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.150 85.126 78.188 86.162 82.611
	Acc: 0.935 OSCR : 74.774 AUROC_max_val (%): 85.126 AUROC_real (%): 77.474

Epoch 594/600
235/235 - 6s - loss: 0.7318 - accuracy: 0.9254 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7142313718795776
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.950 84.960 77.988 85.977 82.449
	Acc: 0.934 OSCR : 74.146 AUROC_max_val (%): 84.960 AUROC_real (%): 76.873

Epoch 595/600
235/235 - 6s - loss: 0.7354 - accuracy: 0.9246 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7049301862716675
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.875 84.970 78.000 85.997 82.446
	Acc: 0.935 OSCR : 74.394 AUROC_max_val (%): 84.970 AUROC_real (%): 77.097

Epoch 596/600
235/235 - 6s - loss: 0.7065 - accuracy: 0.9281 - 6s/epoch - 26ms/step
Test results :
	Loss (on known):0.7112463712692261
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.300 85.032 78.062 86.058 82.506
	Acc: 0.935 OSCR : 74.101 AUROC_max_val (%): 85.032 AUROC_real (%): 76.806

Epoch 597/600
235/235 - 6s - loss: 0.7244 - accuracy: 0.9260 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.70649254322052
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.225 85.120 78.188 86.134 82.626
	Acc: 0.935 OSCR : 74.390 AUROC_max_val (%): 85.120 AUROC_real (%): 77.101

Epoch 598/600
235/235 - 6s - loss: 0.7034 - accuracy: 0.9285 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7150712609291077
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.625 85.055 78.075 86.077 82.540
	Acc: 0.935 OSCR : 74.062 AUROC_max_val (%): 85.055 AUROC_real (%): 76.773

Epoch 599/600
235/235 - 6s - loss: 0.7180 - accuracy: 0.9274 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7121320366859436
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 85.035 78.112 86.040 82.525
	Acc: 0.935 OSCR : 74.125 AUROC_max_val (%): 85.035 AUROC_real (%): 76.836

Epoch 600/600
235/235 - 6s - loss: 0.7296 - accuracy: 0.9264 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7054169178009033
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.125 85.064 78.088 86.064 82.548
	Acc: 0.935 OSCR : 74.395 AUROC_max_val (%): 85.064 AUROC_real (%): 77.094

--- Execution time : 1:08:37.748066 ---
Closed set loss: 0.7054169
Closed set metrics:
accuracy: 0.9352499842643738 

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32/32 [==============================] - 0s 5ms/step
W0905 07:53:50.965309 22440947918528 legend.py:1323] No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.
I0905 07:53:50.966045 22440947918528 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar10//split-2/nb_f-5/anchor_mul-10/max_d-12.649/model.save
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 07:53:50.966180 22440947918528 saving_utils.py:359] Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 07:53:52.568282 22440947918528 save.py:274] Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 10). These functions will not be directly callable after loading.
INFO:tensorflow:Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar10//split-2/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 07:53:53.045079 22440947918528 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar10//split-2/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 07:53:53.106024 22440947918528 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar10//split-2/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.7709398125
