I0905 06:52:11.596052 23143433344704 utils.py:90] Saving flags in results/benchmark_osr//standard_vgg32/dist/cifar10//split-4/nb_f-5/anchor_mul-10/max_d-12.649/flags.txt
I0905 06:52:11.606681 23143433344704 dataset_info.py:578] Load dataset info from /home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2
I0905 06:52:11.615451 23143433344704 dataset_builder.py:528] Reusing dataset cifar10 (/home2020/home/icube/qchristo/tensorflow_datasets/cifar10/3.0.2)
I0905 06:52:13.071083 23143433344704 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: [2, 4, 1, 7, 9, 6]
Unknown classes: [0, 3, 5, 8]
--- Data preprocessing time : 0:00:07.720988 ---
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 06:52:21.796141: 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 06:52:32.192515: 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: 8.9857 - accuracy: 0.1775 - 13s/epoch - 56ms/step
Test results :
	Loss (on known):8.838912010192871
	accuracy: 0.22574999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     3.925 42.005 50.000 42.875 45.590
	Acc: 0.226 OSCR : 12.043 AUROC_max_val (%): 42.005 AUROC_real (%): 46.936

Epoch  2/600
235/235 - 6s - loss: 6.3553 - accuracy: 0.3717 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):8.18952751159668
	accuracy: 0.4440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     3.550 45.607 50.213 47.422 46.302
	Acc: 0.444 OSCR : 22.232 AUROC_max_val (%): 45.607 AUROC_real (%): 48.629

Epoch  3/600
235/235 - 6s - loss: 5.3829 - accuracy: 0.4756 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.516343116760254
	accuracy: 0.6162499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.725 64.052 60.475 64.178 60.849
	Acc: 0.616 OSCR : 37.323 AUROC_max_val (%): 64.052 AUROC_real (%): 54.082

Epoch  4/600
235/235 - 6s - loss: 4.6753 - accuracy: 0.5474 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.876854419708252
	accuracy: 0.6175000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.500 59.765 57.750 58.171 58.721
	Acc: 0.618 OSCR : 33.078 AUROC_max_val (%): 59.765 AUROC_real (%): 48.772

Epoch  5/600
235/235 - 6s - loss: 4.2051 - accuracy: 0.5912 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):5.811188697814941
	accuracy: 0.5975000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.175 62.826 60.100 66.360 59.057
	Acc: 0.598 OSCR : 30.141 AUROC_max_val (%): 62.826 AUROC_real (%): 46.815

Epoch  6/600
235/235 - 6s - loss: 3.9570 - accuracy: 0.6124 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):6.7423553466796875
	accuracy: 0.5835000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.100 58.311 55.688 57.371 58.310
	Acc: 0.584 OSCR : 28.712 AUROC_max_val (%): 58.311 AUROC_real (%): 47.698

Epoch  7/600
235/235 - 6s - loss: 3.7378 - accuracy: 0.6354 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):4.668022632598877
	accuracy: 0.6244999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.675 64.908 61.925 68.445 60.171
	Acc: 0.625 OSCR : 38.669 AUROC_max_val (%): 64.908 AUROC_real (%): 55.322

Epoch  8/600
235/235 - 6s - loss: 3.5580 - accuracy: 0.6499 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.197721004486084
	accuracy: 0.7402499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.050 73.496 67.875 75.832 68.734
	Acc: 0.740 OSCR : 52.475 AUROC_max_val (%): 73.496 AUROC_real (%): 65.086

Epoch  9/600
235/235 - 6s - loss: 3.3764 - accuracy: 0.6690 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.84633207321167
	accuracy: 0.7129999995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.825 68.101 64.825 71.864 61.614
	Acc: 0.713 OSCR : 41.423 AUROC_max_val (%): 68.101 AUROC_real (%): 53.585

Epoch 10/600
235/235 - 6s - loss: 3.2290 - accuracy: 0.6833 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.9058332443237305
	accuracy: 0.7082499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     9.700 63.017 59.475 62.881 60.061
	Acc: 0.708 OSCR : 41.856 AUROC_max_val (%): 63.017 AUROC_real (%): 54.687

Epoch 11/600
235/235 - 6s - loss: 3.1594 - accuracy: 0.6897 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.427089214324951
	accuracy: 0.7110000252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     6.500 67.688 65.237 72.430 60.409
	Acc: 0.711 OSCR : 45.763 AUROC_max_val (%): 67.688 AUROC_real (%): 57.839

Epoch 12/600
235/235 - 6s - loss: 3.0337 - accuracy: 0.7019 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.444103479385376
	accuracy: 0.7172499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.000 66.577 62.837 65.202 63.521
	Acc: 0.717 OSCR : 49.028 AUROC_max_val (%): 66.577 AUROC_real (%): 62.448

Epoch 13/600
235/235 - 6s - loss: 2.8966 - accuracy: 0.7156 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.6898787021636963
	accuracy: 0.7574999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.075 73.918 68.312 76.582 68.933
	Acc: 0.757 OSCR : 57.286 AUROC_max_val (%): 73.918 AUROC_real (%): 68.940

Epoch 14/600
235/235 - 6s - loss: 2.8332 - accuracy: 0.7201 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.16839861869812
	accuracy: 0.734749972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     7.375 64.974 63.200 68.791 59.268
	Acc: 0.735 OSCR : 48.263 AUROC_max_val (%): 64.974 AUROC_real (%): 59.142

Epoch 15/600
235/235 - 6s - loss: 2.7103 - accuracy: 0.7303 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):3.141853094100952
	accuracy: 0.7367500066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas     8.775 65.480 62.375 68.000 60.483
	Acc: 0.737 OSCR : 46.693 AUROC_max_val (%): 65.480 AUROC_real (%): 57.509

Epoch 16/600
235/235 - 6s - loss: 2.7067 - accuracy: 0.7331 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.789891242980957
	accuracy: 0.7894999980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    11.350 69.487 65.125 73.220 64.558
	Acc: 0.789 OSCR : 51.609 AUROC_max_val (%): 69.487 AUROC_real (%): 60.538

Epoch 17/600
235/235 - 6s - loss: 2.6112 - accuracy: 0.7417 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.2220425605773926
	accuracy: 0.8152499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.675 76.618 70.962 79.002 72.046
	Acc: 0.815 OSCR : 59.974 AUROC_max_val (%): 76.618 AUROC_real (%): 68.432

Epoch 18/600
235/235 - 6s - loss: 2.5573 - accuracy: 0.7497 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.872314691543579
	accuracy: 0.7749999761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    10.975 70.111 65.088 72.612 65.083
	Acc: 0.775 OSCR : 49.701 AUROC_max_val (%): 70.111 AUROC_real (%): 59.507

Epoch 19/600
235/235 - 6s - loss: 2.5209 - accuracy: 0.7503 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.3402934074401855
	accuracy: 0.800000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.925 75.070 69.075 77.995 69.548
	Acc: 0.800 OSCR : 56.599 AUROC_max_val (%): 75.070 AUROC_real (%): 65.674

Epoch 20/600
235/235 - 6s - loss: 2.4554 - accuracy: 0.7566 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.4938838481903076
	accuracy: 0.8007500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.025 73.974 68.787 77.008 68.304
	Acc: 0.801 OSCR : 53.330 AUROC_max_val (%): 73.974 AUROC_real (%): 61.964

Epoch 21/600
235/235 - 6s - loss: 2.4473 - accuracy: 0.7582 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.655569553375244
	accuracy: 0.7837499976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.550 70.617 65.212 70.618 68.781
	Acc: 0.784 OSCR : 51.750 AUROC_max_val (%): 70.617 AUROC_real (%): 61.631

Epoch 22/600
235/235 - 6s - loss: 2.3547 - accuracy: 0.7654 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.884107828140259
	accuracy: 0.7789999842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    13.350 68.478 63.713 69.649 65.469
	Acc: 0.779 OSCR : 51.687 AUROC_max_val (%): 68.478 AUROC_real (%): 61.762

Epoch 23/600
235/235 - 6s - loss: 2.3273 - accuracy: 0.7673 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.7621667385101318
	accuracy: 0.8475000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.425 77.549 71.363 79.682 72.482
	Acc: 0.848 OSCR : 63.451 AUROC_max_val (%): 77.549 AUROC_real (%): 70.124

Epoch 24/600
235/235 - 6s - loss: 2.3027 - accuracy: 0.7728 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.198837995529175
	accuracy: 0.8147500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.450 72.735 66.787 74.102 69.871
	Acc: 0.815 OSCR : 58.200 AUROC_max_val (%): 72.735 AUROC_real (%): 66.660

Epoch 25/600
235/235 - 6s - loss: 2.2588 - accuracy: 0.7751 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.450604200363159
	accuracy: 0.7932500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.450 72.795 67.900 76.548 67.014
	Acc: 0.793 OSCR : 55.303 AUROC_max_val (%): 72.795 AUROC_real (%): 64.481

Epoch 26/600
235/235 - 6s - loss: 2.2291 - accuracy: 0.7757 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.9095172882080078
	accuracy: 0.8389999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.925 75.743 69.838 77.683 71.604
	Acc: 0.839 OSCR : 61.014 AUROC_max_val (%): 75.743 AUROC_real (%): 68.084

Epoch 27/600
235/235 - 6s - loss: 2.2080 - accuracy: 0.7803 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.118716239929199
	accuracy: 0.8314999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.000 74.151 68.100 77.184 69.936
	Acc: 0.832 OSCR : 56.336 AUROC_max_val (%): 74.151 AUROC_real (%): 63.619

Epoch 28/600
235/235 - 6s - loss: 2.1665 - accuracy: 0.7842 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6767125129699707
	accuracy: 0.8707500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.650 81.591 73.975 82.619 79.479
	Acc: 0.871 OSCR : 64.953 AUROC_max_val (%): 81.591 AUROC_real (%): 71.177

Epoch 29/600
235/235 - 6s - loss: 2.1353 - accuracy: 0.7869 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.75053870677948
	accuracy: 0.843999981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.500 78.827 72.537 81.239 74.276
	Acc: 0.844 OSCR : 63.533 AUROC_max_val (%): 78.827 AUROC_real (%): 70.595

Epoch 30/600
235/235 - 6s - loss: 2.0989 - accuracy: 0.7919 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6078778505325317
	accuracy: 0.8527500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.025 78.841 71.700 80.105 76.015
	Acc: 0.853 OSCR : 67.992 AUROC_max_val (%): 78.841 AUROC_real (%): 75.113

Epoch 31/600
235/235 - 6s - loss: 2.0959 - accuracy: 0.7927 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.776320219039917
	accuracy: 0.8527500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.400 75.233 69.200 77.258 70.774
	Acc: 0.853 OSCR : 60.372 AUROC_max_val (%): 75.233 AUROC_real (%): 66.683

Epoch 32/600
235/235 - 6s - loss: 2.0542 - accuracy: 0.7965 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.8411744832992554
	accuracy: 0.840749979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.400 76.620 70.850 78.877 72.534
	Acc: 0.841 OSCR : 62.496 AUROC_max_val (%): 76.620 AUROC_real (%): 69.831

Epoch 33/600
235/235 - 6s - loss: 2.0210 - accuracy: 0.7995 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.9360721111297607
	accuracy: 0.8355000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    14.400 74.719 69.100 77.285 70.025
	Acc: 0.836 OSCR : 54.568 AUROC_max_val (%): 74.719 AUROC_real (%): 61.348

Epoch 34/600
235/235 - 6s - loss: 2.0053 - accuracy: 0.8001 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6869149208068848
	accuracy: 0.8517500162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.625 75.149 69.238 75.162 72.153
	Acc: 0.852 OSCR : 63.493 AUROC_max_val (%): 75.149 AUROC_real (%): 70.072

Epoch 35/600
235/235 - 6s - loss: 1.9881 - accuracy: 0.8029 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6780598163604736
	accuracy: 0.8690000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    19.350 75.646 70.338 76.434 72.238
	Acc: 0.869 OSCR : 61.670 AUROC_max_val (%): 75.646 AUROC_real (%): 67.289

Epoch 36/600
235/235 - 6s - loss: 1.9670 - accuracy: 0.8042 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.950348973274231
	accuracy: 0.8479999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.600 72.640 66.725 72.885 70.207
	Acc: 0.848 OSCR : 55.954 AUROC_max_val (%): 72.640 AUROC_real (%): 62.371

Epoch 37/600
235/235 - 6s - loss: 1.9590 - accuracy: 0.8058 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.621433138847351
	accuracy: 0.8662499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.800 77.977 71.388 79.469 74.092
	Acc: 0.866 OSCR : 61.855 AUROC_max_val (%): 77.977 AUROC_real (%): 67.396

Epoch 38/600
235/235 - 6s - loss: 1.9491 - accuracy: 0.8065 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.795122504234314
	accuracy: 0.8397499918937683 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    15.125 75.383 69.713 78.954 70.189
	Acc: 0.840 OSCR : 60.125 AUROC_max_val (%): 75.383 AUROC_real (%): 67.007

Epoch 39/600
235/235 - 6s - loss: 1.9393 - accuracy: 0.8070 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.624207615852356
	accuracy: 0.8700000047683716 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.675 80.272 73.913 82.954 75.828
	Acc: 0.870 OSCR : 59.719 AUROC_max_val (%): 80.272 AUROC_real (%): 65.196

Epoch 40/600
235/235 - 6s - loss: 1.9167 - accuracy: 0.8099 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.432412028312683
	accuracy: 0.8712499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.925 77.293 71.713 79.073 72.772
	Acc: 0.871 OSCR : 66.531 AUROC_max_val (%): 77.293 AUROC_real (%): 72.020

Epoch 41/600
235/235 - 6s - loss: 1.8661 - accuracy: 0.8161 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.7211467027664185
	accuracy: 0.8537499904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.950 75.639 69.475 78.043 71.391
	Acc: 0.854 OSCR : 59.093 AUROC_max_val (%): 75.639 AUROC_real (%): 65.370

Epoch 42/600
235/235 - 6s - loss: 1.8835 - accuracy: 0.8112 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):2.4464149475097656
	accuracy: 0.8152499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    12.100 63.639 60.312 62.876 61.950
	Acc: 0.815 OSCR : 47.555 AUROC_max_val (%): 63.639 AUROC_real (%): 54.735

Epoch 43/600
235/235 - 6s - loss: 1.8772 - accuracy: 0.8129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.7489970922470093
	accuracy: 0.8539999723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.425 77.272 71.025 79.725 72.869
	Acc: 0.854 OSCR : 61.554 AUROC_max_val (%): 77.272 AUROC_real (%): 68.151

Epoch 44/600
235/235 - 6s - loss: 1.8627 - accuracy: 0.8135 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.6270027160644531
	accuracy: 0.8560000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    16.925 74.699 68.875 77.198 70.105
	Acc: 0.856 OSCR : 60.830 AUROC_max_val (%): 74.699 AUROC_real (%): 66.813

Epoch 45/600
235/235 - 6s - loss: 1.8355 - accuracy: 0.8157 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.332308292388916
	accuracy: 0.8822500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.825 80.878 74.325 83.648 76.577
	Acc: 0.882 OSCR : 68.301 AUROC_max_val (%): 80.878 AUROC_real (%): 73.445

Epoch 46/600
235/235 - 6s - loss: 1.8074 - accuracy: 0.8192 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2959617376327515
	accuracy: 0.8870000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.200 79.134 72.888 80.611 75.727
	Acc: 0.887 OSCR : 64.728 AUROC_max_val (%): 79.134 AUROC_real (%): 69.590

Epoch 47/600
235/235 - 6s - loss: 1.7618 - accuracy: 0.8247 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.682414174079895
	accuracy: 0.8654999732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.875 76.553 70.125 77.978 73.452
	Acc: 0.866 OSCR : 58.033 AUROC_max_val (%): 76.553 AUROC_real (%): 63.804

Epoch 48/600
235/235 - 6s - loss: 1.7940 - accuracy: 0.8204 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2547626495361328
	accuracy: 0.8884999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.550 78.514 72.237 79.743 75.118
	Acc: 0.888 OSCR : 64.305 AUROC_max_val (%): 78.514 AUROC_real (%): 69.069

Epoch 49/600
235/235 - 6s - loss: 1.7909 - accuracy: 0.8220 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2235498428344727
	accuracy: 0.8924999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.825 83.795 76.925 86.139 79.833
	Acc: 0.892 OSCR : 68.429 AUROC_max_val (%): 83.795 AUROC_real (%): 73.104

Epoch 50/600
235/235 - 6s - loss: 1.7517 - accuracy: 0.8262 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4219279289245605
	accuracy: 0.8772500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.875 76.807 69.950 77.292 74.773
	Acc: 0.877 OSCR : 64.755 AUROC_max_val (%): 76.807 AUROC_real (%): 70.089

Epoch 51/600
235/235 - 6s - loss: 1.7455 - accuracy: 0.8249 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3783975839614868
	accuracy: 0.8877500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.225 79.738 73.350 83.020 75.047
	Acc: 0.888 OSCR : 61.410 AUROC_max_val (%): 79.738 AUROC_real (%): 65.796

Epoch 52/600
235/235 - 6s - loss: 1.7609 - accuracy: 0.8234 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.23636794090271
	accuracy: 0.8809999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.450 79.715 72.850 81.429 75.977
	Acc: 0.881 OSCR : 68.496 AUROC_max_val (%): 79.715 AUROC_real (%): 73.563

Epoch 53/600
235/235 - 6s - loss: 1.7107 - accuracy: 0.8292 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1313345432281494
	accuracy: 0.9002500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.000 81.987 75.037 83.803 78.048
	Acc: 0.900 OSCR : 71.110 AUROC_max_val (%): 81.987 AUROC_real (%): 75.421

Epoch 54/600
235/235 - 6s - loss: 1.7007 - accuracy: 0.8311 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1427881717681885
	accuracy: 0.8892499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.475 80.889 74.138 82.261 77.791
	Acc: 0.889 OSCR : 70.949 AUROC_max_val (%): 80.889 AUROC_real (%): 75.729

Epoch 55/600
235/235 - 6s - loss: 1.6940 - accuracy: 0.8291 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.5350959300994873
	accuracy: 0.8769999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    21.575 76.740 70.525 77.602 73.950
	Acc: 0.877 OSCR : 60.606 AUROC_max_val (%): 76.740 AUROC_real (%): 66.142

Epoch 56/600
235/235 - 6s - loss: 1.6593 - accuracy: 0.8351 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.487513542175293
	accuracy: 0.8790000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    20.800 80.396 73.713 82.474 76.266
	Acc: 0.879 OSCR : 63.408 AUROC_max_val (%): 80.396 AUROC_real (%): 68.747

Epoch 57/600
235/235 - 6s - loss: 1.6779 - accuracy: 0.8316 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.50221848487854
	accuracy: 0.8840000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.850 83.590 76.713 84.584 80.461
	Acc: 0.884 OSCR : 67.860 AUROC_max_val (%): 83.590 AUROC_real (%): 73.708

Epoch 58/600
235/235 - 6s - loss: 1.6581 - accuracy: 0.8326 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.359255075454712
	accuracy: 0.8792499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.875 77.634 71.300 78.599 75.022
	Acc: 0.879 OSCR : 61.086 AUROC_max_val (%): 77.634 AUROC_real (%): 65.882

Epoch 59/600
235/235 - 6s - loss: 1.6555 - accuracy: 0.8344 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1494239568710327
	accuracy: 0.8964999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.900 80.551 73.487 82.275 77.006
	Acc: 0.896 OSCR : 68.742 AUROC_max_val (%): 80.551 AUROC_real (%): 72.948

Epoch 60/600
235/235 - 6s - loss: 1.6659 - accuracy: 0.8324 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4868372678756714
	accuracy: 0.8600000143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    17.050 73.356 67.938 73.992 70.329
	Acc: 0.860 OSCR : 62.628 AUROC_max_val (%): 73.356 AUROC_real (%): 68.347

Epoch 61/600
235/235 - 6s - loss: 1.6447 - accuracy: 0.8350 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0210180282592773
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.475 84.824 77.488 85.831 82.554
	Acc: 0.910 OSCR : 72.484 AUROC_max_val (%): 84.824 AUROC_real (%): 76.565

Epoch 62/600
235/235 - 6s - loss: 1.6124 - accuracy: 0.8390 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.237879753112793
	accuracy: 0.8920000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.525 78.251 71.825 79.504 75.313
	Acc: 0.892 OSCR : 67.136 AUROC_max_val (%): 78.251 AUROC_real (%): 71.602

Epoch 63/600
235/235 - 6s - loss: 1.6015 - accuracy: 0.8380 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9407135844230652
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.600 82.835 75.888 84.051 79.761
	Acc: 0.915 OSCR : 74.929 AUROC_max_val (%): 82.835 AUROC_real (%): 78.587

Epoch 64/600
235/235 - 6s - loss: 1.5912 - accuracy: 0.8403 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9796056151390076
	accuracy: 0.9077500104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.550 84.008 76.738 85.897 81.042
	Acc: 0.908 OSCR : 72.139 AUROC_max_val (%): 84.008 AUROC_real (%): 76.225

Epoch 65/600
235/235 - 6s - loss: 1.5970 - accuracy: 0.8399 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2142326831817627
	accuracy: 0.9120000004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.925 83.238 76.025 82.990 81.655
	Acc: 0.912 OSCR : 66.593 AUROC_max_val (%): 83.238 AUROC_real (%): 70.615

Epoch 66/600
235/235 - 6s - loss: 1.5677 - accuracy: 0.8428 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.096835970878601
	accuracy: 0.9042500257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.750 81.519 74.575 83.456 77.667
	Acc: 0.904 OSCR : 68.305 AUROC_max_val (%): 81.519 AUROC_real (%): 72.121

Epoch 67/600
235/235 - 6s - loss: 1.5875 - accuracy: 0.8409 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9432464838027954
	accuracy: 0.9125000238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.975 83.793 76.425 85.735 80.436
	Acc: 0.912 OSCR : 72.936 AUROC_max_val (%): 83.793 AUROC_real (%): 76.611

Epoch 68/600
235/235 - 6s - loss: 1.5653 - accuracy: 0.8430 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9941186904907227
	accuracy: 0.909250020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 83.970 76.362 85.730 81.139
	Acc: 0.909 OSCR : 69.007 AUROC_max_val (%): 83.970 AUROC_real (%): 72.779

Epoch 69/600
235/235 - 6s - loss: 1.5404 - accuracy: 0.8448 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2123379707336426
	accuracy: 0.8995000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.075 78.833 72.050 79.929 76.230
	Acc: 0.899 OSCR : 65.679 AUROC_max_val (%): 78.833 AUROC_real (%): 69.839

Epoch 70/600
235/235 - 6s - loss: 1.5472 - accuracy: 0.8432 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.067521572113037
	accuracy: 0.8967499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.400 79.729 72.650 81.478 76.666
	Acc: 0.897 OSCR : 67.731 AUROC_max_val (%): 79.729 AUROC_real (%): 71.905

Epoch 71/600
235/235 - 6s - loss: 1.5399 - accuracy: 0.8453 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.245028018951416
	accuracy: 0.8964999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.575 81.408 74.800 83.387 77.657
	Acc: 0.896 OSCR : 66.923 AUROC_max_val (%): 81.408 AUROC_real (%): 71.256

Epoch 72/600
235/235 - 6s - loss: 1.5322 - accuracy: 0.8460 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2233774662017822
	accuracy: 0.8980000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.550 80.203 73.275 82.074 76.632
	Acc: 0.898 OSCR : 63.380 AUROC_max_val (%): 80.203 AUROC_real (%): 67.650

Epoch 73/600
235/235 - 6s - loss: 1.5186 - accuracy: 0.8475 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9219503998756409
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.975 85.838 78.150 87.513 83.441
	Acc: 0.918 OSCR : 74.774 AUROC_max_val (%): 85.838 AUROC_real (%): 78.590

Epoch 74/600
235/235 - 6s - loss: 1.4876 - accuracy: 0.8516 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.947315514087677
	accuracy: 0.9202499985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.325 81.992 75.150 82.729 79.477
	Acc: 0.920 OSCR : 72.608 AUROC_max_val (%): 81.992 AUROC_real (%): 76.315

Epoch 75/600
235/235 - 6s - loss: 1.4726 - accuracy: 0.8526 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1447827816009521
	accuracy: 0.8972499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.150 79.472 72.362 80.507 77.283
	Acc: 0.897 OSCR : 68.516 AUROC_max_val (%): 79.472 AUROC_real (%): 73.030

Epoch 76/600
235/235 - 6s - loss: 1.4717 - accuracy: 0.8535 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9747840166091919
	accuracy: 0.909250020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.800 81.281 74.062 82.597 78.402
	Acc: 0.909 OSCR : 68.078 AUROC_max_val (%): 81.281 AUROC_real (%): 71.920

Epoch 77/600
235/235 - 6s - loss: 1.4824 - accuracy: 0.8508 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1627367734909058
	accuracy: 0.9027500152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.000 82.180 74.900 83.938 78.721
	Acc: 0.903 OSCR : 67.044 AUROC_max_val (%): 82.180 AUROC_real (%): 71.473

Epoch 78/600
235/235 - 6s - loss: 1.4429 - accuracy: 0.8543 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9558496475219727
	accuracy: 0.9157500267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.475 81.310 73.812 82.649 79.161
	Acc: 0.916 OSCR : 70.440 AUROC_max_val (%): 81.310 AUROC_real (%): 74.063

Epoch 79/600
235/235 - 6s - loss: 1.4761 - accuracy: 0.8519 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.049546480178833
	accuracy: 0.9137499928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.325 82.455 75.538 83.540 80.088
	Acc: 0.914 OSCR : 71.758 AUROC_max_val (%): 82.455 AUROC_real (%): 75.702

Epoch 80/600
235/235 - 6s - loss: 1.4347 - accuracy: 0.8550 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9960976839065552
	accuracy: 0.9150000214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.300 81.542 74.038 83.064 78.859
	Acc: 0.915 OSCR : 67.307 AUROC_max_val (%): 81.542 AUROC_real (%): 70.961

Epoch 81/600
235/235 - 6s - loss: 1.4336 - accuracy: 0.8554 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1158497333526611
	accuracy: 0.8995000123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.300 78.097 71.513 78.415 75.728
	Acc: 0.899 OSCR : 65.918 AUROC_max_val (%): 78.097 AUROC_real (%): 70.171

Epoch 82/600
235/235 - 6s - loss: 1.4370 - accuracy: 0.8554 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9264602661132812
	accuracy: 0.9137499928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.375 81.595 73.863 83.127 78.944
	Acc: 0.914 OSCR : 71.227 AUROC_max_val (%): 81.595 AUROC_real (%): 75.021

Epoch 83/600
235/235 - 6s - loss: 1.4155 - accuracy: 0.8571 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9334604144096375
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.575 82.124 75.037 83.602 79.090
	Acc: 0.915 OSCR : 73.138 AUROC_max_val (%): 82.124 AUROC_real (%): 76.840

Epoch 84/600
235/235 - 6s - loss: 1.4135 - accuracy: 0.8588 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0025209188461304
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.550 82.269 74.988 83.514 79.509
	Acc: 0.915 OSCR : 66.649 AUROC_max_val (%): 82.269 AUROC_real (%): 70.243

Epoch 85/600
235/235 - 6s - loss: 1.4168 - accuracy: 0.8572 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2046364545822144
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.775 84.448 76.938 86.273 81.403
	Acc: 0.915 OSCR : 65.401 AUROC_max_val (%): 84.448 AUROC_real (%): 68.942

Epoch 86/600
235/235 - 6s - loss: 1.3927 - accuracy: 0.8603 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8851373791694641
	accuracy: 0.921750009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.550 83.444 76.000 85.133 80.501
	Acc: 0.922 OSCR : 70.476 AUROC_max_val (%): 83.444 AUROC_real (%): 73.710

Epoch 87/600
235/235 - 6s - loss: 1.3943 - accuracy: 0.8611 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8393352627754211
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.950 84.846 77.325 86.676 81.773
	Acc: 0.927 OSCR : 73.252 AUROC_max_val (%): 84.846 AUROC_real (%): 76.343

Epoch 88/600
235/235 - 6s - loss: 1.3897 - accuracy: 0.8613 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0137507915496826
	accuracy: 0.9135000109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.200 82.523 75.037 83.489 80.688
	Acc: 0.913 OSCR : 68.437 AUROC_max_val (%): 82.523 AUROC_real (%): 72.262

Epoch 89/600
235/235 - 6s - loss: 1.3556 - accuracy: 0.8635 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0911310911178589
	accuracy: 0.9100000262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.575 77.743 71.550 76.399 75.978
	Acc: 0.910 OSCR : 67.573 AUROC_max_val (%): 77.743 AUROC_real (%): 71.211

Epoch 90/600
235/235 - 6s - loss: 1.3639 - accuracy: 0.8626 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8251118659973145
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.425 81.404 73.850 82.297 79.101
	Acc: 0.921 OSCR : 73.114 AUROC_max_val (%): 81.404 AUROC_real (%): 76.418

Epoch 91/600
235/235 - 6s - loss: 1.3806 - accuracy: 0.8612 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8906858563423157
	accuracy: 0.9177500009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.400 83.711 76.050 85.378 80.571
	Acc: 0.918 OSCR : 72.488 AUROC_max_val (%): 83.711 AUROC_real (%): 76.009

Epoch 92/600
235/235 - 6s - loss: 1.3324 - accuracy: 0.8651 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8785420656204224
	accuracy: 0.9207500219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.150 82.817 75.888 83.519 80.355
	Acc: 0.921 OSCR : 70.235 AUROC_max_val (%): 82.817 AUROC_real (%): 73.541

Epoch 93/600
235/235 - 6s - loss: 1.3531 - accuracy: 0.8651 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9056798815727234
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.125 85.095 77.625 86.216 82.729
	Acc: 0.930 OSCR : 68.791 AUROC_max_val (%): 85.095 AUROC_real (%): 71.792

Epoch 94/600
235/235 - 6s - loss: 1.3424 - accuracy: 0.8631 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8352940082550049
	accuracy: 0.922249972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.550 85.435 77.987 87.204 82.331
	Acc: 0.922 OSCR : 74.646 AUROC_max_val (%): 85.435 AUROC_real (%): 78.056

Epoch 95/600
235/235 - 6s - loss: 1.3474 - accuracy: 0.8654 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.946555495262146
	accuracy: 0.9122499823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 83.829 76.363 85.038 81.328
	Acc: 0.912 OSCR : 69.242 AUROC_max_val (%): 83.829 AUROC_real (%): 72.793

Epoch 96/600
235/235 - 6s - loss: 1.3483 - accuracy: 0.8630 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.907565712928772
	accuracy: 0.9127500057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.225 84.452 77.275 85.558 81.682
	Acc: 0.913 OSCR : 75.728 AUROC_max_val (%): 84.452 AUROC_real (%): 79.715

Epoch 97/600
235/235 - 6s - loss: 1.2975 - accuracy: 0.8689 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8100632429122925
	accuracy: 0.9265000224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.300 83.469 76.162 84.714 80.681
	Acc: 0.926 OSCR : 73.154 AUROC_max_val (%): 83.469 AUROC_real (%): 76.156

Epoch 98/600
235/235 - 6s - loss: 1.3086 - accuracy: 0.8672 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8228908181190491
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.750 82.892 75.638 84.552 79.600
	Acc: 0.921 OSCR : 73.747 AUROC_max_val (%): 82.892 AUROC_real (%): 76.979

Epoch 99/600
235/235 - 6s - loss: 1.2695 - accuracy: 0.8717 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9357526898384094
	accuracy: 0.9137499928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.175 81.848 74.912 82.541 79.151
	Acc: 0.914 OSCR : 71.984 AUROC_max_val (%): 81.848 AUROC_real (%): 75.671

Epoch 100/600
235/235 - 6s - loss: 1.2951 - accuracy: 0.8713 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8103066682815552
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.150 83.652 76.812 83.232 82.010
	Acc: 0.925 OSCR : 73.829 AUROC_max_val (%): 83.652 AUROC_real (%): 77.227

Epoch 101/600
235/235 - 6s - loss: 1.2803 - accuracy: 0.8720 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8246304988861084
	accuracy: 0.9252499938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.875 85.425 77.825 86.324 83.016
	Acc: 0.925 OSCR : 75.855 AUROC_max_val (%): 85.425 AUROC_real (%): 79.287

Epoch 102/600
235/235 - 6s - loss: 1.2706 - accuracy: 0.8724 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9490271210670471
	accuracy: 0.9144999980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.775 82.342 75.363 83.820 79.483
	Acc: 0.914 OSCR : 68.638 AUROC_max_val (%): 82.342 AUROC_real (%): 72.194

Epoch 103/600
235/235 - 6s - loss: 1.2565 - accuracy: 0.8729 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9061816334724426
	accuracy: 0.9232500195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.675 82.566 75.500 83.404 80.467
	Acc: 0.923 OSCR : 69.668 AUROC_max_val (%): 82.566 AUROC_real (%): 72.966

Epoch 104/600
235/235 - 6s - loss: 1.2797 - accuracy: 0.8708 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8808584809303284
	accuracy: 0.9185000061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.825 82.237 75.300 83.034 79.637
	Acc: 0.918 OSCR : 71.186 AUROC_max_val (%): 82.237 AUROC_real (%): 74.609

Epoch 105/600
235/235 - 6s - loss: 1.2436 - accuracy: 0.8762 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7376964092254639
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.325 84.421 77.125 85.377 81.994
	Acc: 0.930 OSCR : 75.388 AUROC_max_val (%): 84.421 AUROC_real (%): 78.409

Epoch 106/600
235/235 - 6s - loss: 1.2497 - accuracy: 0.8742 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8479535579681396
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.600 82.461 75.525 82.834 79.818
	Acc: 0.926 OSCR : 71.084 AUROC_max_val (%): 82.461 AUROC_real (%): 74.145

Epoch 107/600
235/235 - 6s - loss: 1.2508 - accuracy: 0.8740 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9007712006568909
	accuracy: 0.9177500009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 83.500 76.237 84.244 81.386
	Acc: 0.918 OSCR : 73.452 AUROC_max_val (%): 83.500 AUROC_real (%): 76.970

Epoch 108/600
235/235 - 6s - loss: 1.2429 - accuracy: 0.8757 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9167451858520508
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.875 81.355 74.675 81.008 79.752
	Acc: 0.920 OSCR : 70.117 AUROC_max_val (%): 81.355 AUROC_real (%): 73.402

Epoch 109/600
235/235 - 6s - loss: 1.2310 - accuracy: 0.8744 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8913046717643738
	accuracy: 0.9175000190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.550 81.438 74.587 81.985 79.144
	Acc: 0.917 OSCR : 70.861 AUROC_max_val (%): 81.438 AUROC_real (%): 74.192

Epoch 110/600
235/235 - 6s - loss: 1.2088 - accuracy: 0.8781 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.892612099647522
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 83.285 76.100 84.179 81.106
	Acc: 0.917 OSCR : 72.756 AUROC_max_val (%): 83.285 AUROC_real (%): 76.465

Epoch 111/600
235/235 - 6s - loss: 1.2104 - accuracy: 0.8772 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9322941899299622
	accuracy: 0.9152500033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.700 82.829 75.638 83.443 80.558
	Acc: 0.915 OSCR : 71.359 AUROC_max_val (%): 82.829 AUROC_real (%): 75.043

Epoch 112/600
235/235 - 6s - loss: 1.2174 - accuracy: 0.8778 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7735564112663269
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.600 84.295 77.425 85.860 81.620
	Acc: 0.933 OSCR : 71.702 AUROC_max_val (%): 84.295 AUROC_real (%): 74.492

Epoch 113/600
235/235 - 6s - loss: 1.2068 - accuracy: 0.8776 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.840499222278595
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 82.593 75.537 83.490 80.431
	Acc: 0.920 OSCR : 72.742 AUROC_max_val (%): 82.593 AUROC_real (%): 76.205

Epoch 114/600
235/235 - 6s - loss: 1.1888 - accuracy: 0.8795 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7838327288627625
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.975 82.979 75.737 83.543 81.111
	Acc: 0.931 OSCR : 71.556 AUROC_max_val (%): 82.979 AUROC_real (%): 74.473

Epoch 115/600
235/235 - 6s - loss: 1.1885 - accuracy: 0.8798 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7887319922447205
	accuracy: 0.9294999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.325 83.170 76.212 83.511 81.408
	Acc: 0.929 OSCR : 73.927 AUROC_max_val (%): 83.170 AUROC_real (%): 76.955

Epoch 116/600
235/235 - 6s - loss: 1.1957 - accuracy: 0.8789 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7244659662246704
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.475 82.335 75.413 82.870 80.445
	Acc: 0.937 OSCR : 73.106 AUROC_max_val (%): 82.335 AUROC_real (%): 75.707

Epoch 117/600
235/235 - 6s - loss: 1.1835 - accuracy: 0.8805 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7084294557571411
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.725 83.478 76.150 84.073 81.410
	Acc: 0.933 OSCR : 74.276 AUROC_max_val (%): 83.478 AUROC_real (%): 77.048

Epoch 118/600
235/235 - 6s - loss: 1.1751 - accuracy: 0.8801 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7344232797622681
	accuracy: 0.9312499761581421 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.275 83.368 76.338 83.070 81.961
	Acc: 0.931 OSCR : 73.999 AUROC_max_val (%): 83.368 AUROC_real (%): 76.800

Epoch 119/600
235/235 - 6s - loss: 1.1707 - accuracy: 0.8824 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7175044417381287
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.025 85.463 77.700 85.948 84.072
	Acc: 0.936 OSCR : 74.146 AUROC_max_val (%): 85.463 AUROC_real (%): 77.033

Epoch 120/600
235/235 - 6s - loss: 1.1437 - accuracy: 0.8848 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7992357015609741
	accuracy: 0.9244999885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.775 83.566 76.225 83.833 82.301
	Acc: 0.924 OSCR : 74.141 AUROC_max_val (%): 83.566 AUROC_real (%): 77.480

Epoch 121/600
235/235 - 6s - loss: 1.1580 - accuracy: 0.8835 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6998977065086365
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.050 85.811 77.900 86.558 83.967
	Acc: 0.940 OSCR : 75.355 AUROC_max_val (%): 85.811 AUROC_real (%): 78.165

Epoch 122/600
235/235 - 6s - loss: 1.1616 - accuracy: 0.8825 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9579471349716187
	accuracy: 0.9190000295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.525 83.156 76.338 83.480 80.744
	Acc: 0.919 OSCR : 71.690 AUROC_max_val (%): 83.156 AUROC_real (%): 75.101

Epoch 123/600
235/235 - 6s - loss: 1.1322 - accuracy: 0.8859 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7961986660957336
	accuracy: 0.934499979019165 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.150 83.985 76.713 84.414 81.814
	Acc: 0.934 OSCR : 72.048 AUROC_max_val (%): 83.985 AUROC_real (%): 74.882

Epoch 124/600
235/235 - 6s - loss: 1.0998 - accuracy: 0.8886 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8577767014503479
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.650 85.165 78.062 85.906 82.894
	Acc: 0.931 OSCR : 72.269 AUROC_max_val (%): 85.165 AUROC_real (%): 75.399

Epoch 125/600
235/235 - 6s - loss: 1.1085 - accuracy: 0.8888 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7670328617095947
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.325 85.263 77.638 86.226 83.010
	Acc: 0.932 OSCR : 74.627 AUROC_max_val (%): 85.263 AUROC_real (%): 77.677

Epoch 126/600
235/235 - 6s - loss: 1.1342 - accuracy: 0.8855 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7121322751045227
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.725 80.760 73.925 79.938 79.222
	Acc: 0.934 OSCR : 72.992 AUROC_max_val (%): 80.760 AUROC_real (%): 75.684

Epoch 127/600
235/235 - 6s - loss: 1.1158 - accuracy: 0.8880 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.692324697971344
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.050 85.461 77.662 86.379 83.860
	Acc: 0.935 OSCR : 74.314 AUROC_max_val (%): 85.461 AUROC_real (%): 77.084

Epoch 128/600
235/235 - 6s - loss: 1.1222 - accuracy: 0.8872 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6779143214225769
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.050 85.770 78.613 86.530 83.218
	Acc: 0.937 OSCR : 76.134 AUROC_max_val (%): 85.770 AUROC_real (%): 78.797

Epoch 129/600
235/235 - 6s - loss: 1.1060 - accuracy: 0.8886 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.696150004863739
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.925 84.793 77.263 85.293 82.390
	Acc: 0.938 OSCR : 73.963 AUROC_max_val (%): 84.793 AUROC_real (%): 76.592

Epoch 130/600
235/235 - 6s - loss: 1.0988 - accuracy: 0.8900 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7865726351737976
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 83.112 75.625 83.966 80.826
	Acc: 0.930 OSCR : 68.282 AUROC_max_val (%): 83.112 AUROC_real (%): 70.994

Epoch 131/600
235/235 - 6s - loss: 1.1016 - accuracy: 0.8883 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8424133658409119
	accuracy: 0.922249972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.825 83.650 76.275 84.664 81.277
	Acc: 0.922 OSCR : 72.516 AUROC_max_val (%): 83.650 AUROC_real (%): 75.931

Epoch 132/600
235/235 - 6s - loss: 1.0911 - accuracy: 0.8893 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8186464905738831
	accuracy: 0.9294999837875366 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.750 82.257 75.250 81.243 80.889
	Acc: 0.929 OSCR : 72.645 AUROC_max_val (%): 82.257 AUROC_real (%): 75.715

Epoch 133/600
235/235 - 6s - loss: 1.0779 - accuracy: 0.8905 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9108414053916931
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.525 82.095 74.988 81.981 80.266
	Acc: 0.925 OSCR : 68.925 AUROC_max_val (%): 82.095 AUROC_real (%): 72.028

Epoch 134/600
235/235 - 6s - loss: 1.0805 - accuracy: 0.8900 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.793897807598114
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 81.710 74.875 80.881 80.185
	Acc: 0.933 OSCR : 72.555 AUROC_max_val (%): 81.710 AUROC_real (%): 75.511

Epoch 135/600
235/235 - 6s - loss: 1.0868 - accuracy: 0.8905 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7299531698226929
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.100 82.435 75.075 82.457 80.854
	Acc: 0.933 OSCR : 71.933 AUROC_max_val (%): 82.435 AUROC_real (%): 74.744

Epoch 136/600
235/235 - 6s - loss: 1.0663 - accuracy: 0.8915 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6919426321983337
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.050 86.418 78.850 87.003 84.711
	Acc: 0.944 OSCR : 74.199 AUROC_max_val (%): 86.418 AUROC_real (%): 76.731

Epoch 137/600
235/235 - 6s - loss: 1.0666 - accuracy: 0.8929 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6579223871231079
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.450 85.711 78.337 86.116 83.932
	Acc: 0.940 OSCR : 73.946 AUROC_max_val (%): 85.711 AUROC_real (%): 76.494

Epoch 138/600
235/235 - 6s - loss: 1.0438 - accuracy: 0.8941 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7937277555465698
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.350 83.500 75.812 84.139 81.092
	Acc: 0.930 OSCR : 71.455 AUROC_max_val (%): 83.500 AUROC_real (%): 74.485

Epoch 139/600
235/235 - 6s - loss: 1.0507 - accuracy: 0.8938 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6825453639030457
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 85.659 78.513 86.164 83.539
	Acc: 0.937 OSCR : 75.637 AUROC_max_val (%): 85.659 AUROC_real (%): 78.268

Epoch 140/600
235/235 - 6s - loss: 1.0603 - accuracy: 0.8922 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6699978709220886
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.950 85.355 77.913 85.876 83.410
	Acc: 0.939 OSCR : 76.307 AUROC_max_val (%): 85.355 AUROC_real (%): 79.049

Epoch 141/600
235/235 - 6s - loss: 1.0439 - accuracy: 0.8934 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6570841670036316
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.125 84.748 77.300 84.877 83.072
	Acc: 0.944 OSCR : 73.504 AUROC_max_val (%): 84.748 AUROC_real (%): 75.987

Epoch 142/600
235/235 - 6s - loss: 1.0326 - accuracy: 0.8959 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6428708434104919
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.350 85.915 78.125 86.589 84.170
	Acc: 0.943 OSCR : 74.072 AUROC_max_val (%): 85.915 AUROC_real (%): 76.577

Epoch 143/600
235/235 - 6s - loss: 1.0299 - accuracy: 0.8961 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6487099528312683
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.775 86.010 78.312 86.226 84.533
	Acc: 0.943 OSCR : 74.834 AUROC_max_val (%): 86.010 AUROC_real (%): 77.465

Epoch 144/600
235/235 - 6s - loss: 1.0138 - accuracy: 0.8967 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6514604687690735
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.150 85.083 77.862 85.076 83.562
	Acc: 0.941 OSCR : 76.089 AUROC_max_val (%): 85.083 AUROC_real (%): 78.814

Epoch 145/600
235/235 - 6s - loss: 1.0310 - accuracy: 0.8959 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6799014806747437
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.725 84.122 76.513 84.318 82.674
	Acc: 0.939 OSCR : 73.188 AUROC_max_val (%): 84.122 AUROC_real (%): 75.693

Epoch 146/600
235/235 - 6s - loss: 0.9974 - accuracy: 0.8991 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6739461421966553
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.325 84.641 77.400 84.636 83.272
	Acc: 0.939 OSCR : 74.636 AUROC_max_val (%): 84.641 AUROC_real (%): 77.331

Epoch 147/600
235/235 - 6s - loss: 1.0104 - accuracy: 0.8986 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6537643074989319
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.750 86.094 78.113 86.756 84.066
	Acc: 0.942 OSCR : 73.368 AUROC_max_val (%): 86.094 AUROC_real (%): 75.802

Epoch 148/600
235/235 - 6s - loss: 1.0131 - accuracy: 0.8963 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6045950651168823
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.475 85.355 78.250 85.258 83.932
	Acc: 0.945 OSCR : 76.279 AUROC_max_val (%): 85.355 AUROC_real (%): 78.715

Epoch 149/600
235/235 - 6s - loss: 1.0052 - accuracy: 0.8987 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6102104783058167
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.500 85.430 77.838 85.311 83.925
	Acc: 0.947 OSCR : 75.372 AUROC_max_val (%): 85.430 AUROC_real (%): 77.792

Epoch 150/600
235/235 - 6s - loss: 0.9771 - accuracy: 0.9008 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6229508519172668
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 86.594 78.850 87.159 84.859
	Acc: 0.945 OSCR : 75.210 AUROC_max_val (%): 86.594 AUROC_real (%): 77.658

Epoch 151/600
235/235 - 6s - loss: 0.9949 - accuracy: 0.8986 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6071581244468689
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.600 86.124 78.888 86.355 84.745
	Acc: 0.946 OSCR : 75.123 AUROC_max_val (%): 86.124 AUROC_real (%): 77.557

Epoch 152/600
235/235 - 6s - loss: 0.9874 - accuracy: 0.9003 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6843817830085754
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.150 83.804 76.300 84.126 81.896
	Acc: 0.938 OSCR : 73.719 AUROC_max_val (%): 83.804 AUROC_real (%): 76.379

Epoch 153/600
235/235 - 6s - loss: 0.9879 - accuracy: 0.8990 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6639062762260437
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.625 84.727 77.350 84.675 83.559
	Acc: 0.941 OSCR : 73.086 AUROC_max_val (%): 84.727 AUROC_real (%): 75.574

Epoch 154/600
235/235 - 6s - loss: 0.9551 - accuracy: 0.9039 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6839906573295593
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.725 84.226 77.475 84.005 82.545
	Acc: 0.938 OSCR : 74.051 AUROC_max_val (%): 84.226 AUROC_real (%): 76.709

Epoch 155/600
235/235 - 6s - loss: 0.9746 - accuracy: 0.9005 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6057949066162109
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.675 86.146 78.400 86.339 85.092
	Acc: 0.945 OSCR : 74.674 AUROC_max_val (%): 86.146 AUROC_real (%): 77.160

Epoch 156/600
235/235 - 6s - loss: 0.9749 - accuracy: 0.9017 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6130560636520386
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.575 84.225 76.750 84.286 82.993
	Acc: 0.945 OSCR : 74.348 AUROC_max_val (%): 84.225 AUROC_real (%): 76.797

Epoch 157/600
235/235 - 6s - loss: 0.9520 - accuracy: 0.9038 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5740991830825806
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 86.148 78.413 86.396 84.764
	Acc: 0.946 OSCR : 75.700 AUROC_max_val (%): 86.148 AUROC_real (%): 78.024

Epoch 158/600
235/235 - 6s - loss: 0.9642 - accuracy: 0.9029 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.574729323387146
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.400 86.229 79.088 86.166 84.888
	Acc: 0.946 OSCR : 77.217 AUROC_max_val (%): 86.229 AUROC_real (%): 79.524

Epoch 159/600
235/235 - 6s - loss: 0.9603 - accuracy: 0.9016 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5805283784866333
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.075 85.807 78.375 85.842 84.362
	Acc: 0.945 OSCR : 76.518 AUROC_max_val (%): 85.807 AUROC_real (%): 78.915

Epoch 160/600
235/235 - 6s - loss: 0.9778 - accuracy: 0.9006 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6744682192802429
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.625 83.526 76.600 83.004 82.234
	Acc: 0.942 OSCR : 73.035 AUROC_max_val (%): 83.526 AUROC_real (%): 75.606

Epoch 161/600
235/235 - 6s - loss: 0.9468 - accuracy: 0.9039 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6362937688827515
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.825 86.335 78.875 86.719 84.820
	Acc: 0.946 OSCR : 73.817 AUROC_max_val (%): 86.335 AUROC_real (%): 76.266

Epoch 162/600
235/235 - 6s - loss: 0.9499 - accuracy: 0.9029 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6033384203910828
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.650 85.709 78.500 85.865 84.139
	Acc: 0.945 OSCR : 75.699 AUROC_max_val (%): 85.709 AUROC_real (%): 78.093

Epoch 163/600
235/235 - 6s - loss: 0.9194 - accuracy: 0.9074 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6395949721336365
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.225 84.961 77.550 84.695 83.695
	Acc: 0.941 OSCR : 73.875 AUROC_max_val (%): 84.961 AUROC_real (%): 76.391

Epoch 164/600
235/235 - 6s - loss: 0.9320 - accuracy: 0.9066 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6229282021522522
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.275 84.933 77.800 84.792 83.706
	Acc: 0.946 OSCR : 74.384 AUROC_max_val (%): 84.933 AUROC_real (%): 76.736

Epoch 165/600
235/235 - 6s - loss: 0.9277 - accuracy: 0.9052 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5864695310592651
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.625 85.799 78.537 85.931 84.609
	Acc: 0.945 OSCR : 75.946 AUROC_max_val (%): 85.799 AUROC_real (%): 78.368

Epoch 166/600
235/235 - 6s - loss: 0.9348 - accuracy: 0.9042 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5748177766799927
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.475 86.029 78.925 86.286 84.564
	Acc: 0.947 OSCR : 75.973 AUROC_max_val (%): 86.029 AUROC_real (%): 78.308

Epoch 167/600
235/235 - 6s - loss: 0.9241 - accuracy: 0.9062 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5754241943359375
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.025 86.592 79.013 86.683 85.053
	Acc: 0.947 OSCR : 76.216 AUROC_max_val (%): 86.592 AUROC_real (%): 78.576

Epoch 168/600
235/235 - 6s - loss: 0.9381 - accuracy: 0.9039 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6015280485153198
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.125 85.432 78.338 85.261 84.031
	Acc: 0.946 OSCR : 75.660 AUROC_max_val (%): 85.432 AUROC_real (%): 78.078

Epoch 169/600
235/235 - 6s - loss: 0.9279 - accuracy: 0.9063 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5825441479682922
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.500 86.759 79.075 87.156 85.165
	Acc: 0.946 OSCR : 75.436 AUROC_max_val (%): 86.759 AUROC_real (%): 77.748

Epoch 170/600
235/235 - 6s - loss: 0.9111 - accuracy: 0.9077 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5902471542358398
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.200 86.595 79.237 86.739 85.325
	Acc: 0.949 OSCR : 74.941 AUROC_max_val (%): 86.595 AUROC_real (%): 77.163

Epoch 171/600
235/235 - 6s - loss: 0.9037 - accuracy: 0.9079 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.560054361820221
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.275 85.809 78.525 85.886 84.307
	Acc: 0.950 OSCR : 76.163 AUROC_max_val (%): 85.809 AUROC_real (%): 78.375

Epoch 172/600
235/235 - 6s - loss: 0.9415 - accuracy: 0.9040 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5835608839988708
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.175 85.214 78.088 85.215 83.921
	Acc: 0.946 OSCR : 75.628 AUROC_max_val (%): 85.214 AUROC_real (%): 77.993

Epoch 173/600
235/235 - 6s - loss: 0.9060 - accuracy: 0.9072 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.582270622253418
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.350 85.753 78.350 85.865 84.121
	Acc: 0.946 OSCR : 74.798 AUROC_max_val (%): 85.753 AUROC_real (%): 77.046

Epoch 174/600
235/235 - 6s - loss: 0.9125 - accuracy: 0.9075 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6015353202819824
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.950 85.534 78.312 85.576 83.825
	Acc: 0.945 OSCR : 74.749 AUROC_max_val (%): 85.534 AUROC_real (%): 77.123

Epoch 175/600
235/235 - 6s - loss: 0.8889 - accuracy: 0.9106 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5648208856582642
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 86.865 79.263 86.997 85.222
	Acc: 0.948 OSCR : 76.744 AUROC_max_val (%): 86.865 AUROC_real (%): 79.027

Epoch 176/600
235/235 - 6s - loss: 0.8901 - accuracy: 0.9114 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.573335587978363
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.975 86.285 78.913 86.350 84.568
	Acc: 0.948 OSCR : 75.920 AUROC_max_val (%): 86.285 AUROC_real (%): 78.221

Epoch 177/600
235/235 - 6s - loss: 0.9041 - accuracy: 0.9079 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5658539533615112
	accuracy: 0.9459999799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.200 85.933 78.487 85.994 84.324
	Acc: 0.946 OSCR : 75.687 AUROC_max_val (%): 85.933 AUROC_real (%): 77.892

Epoch 178/600
235/235 - 6s - loss: 0.8861 - accuracy: 0.9100 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5654394030570984
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.750 86.424 78.900 86.508 84.902
	Acc: 0.949 OSCR : 75.510 AUROC_max_val (%): 86.424 AUROC_real (%): 77.673

Epoch 179/600
235/235 - 6s - loss: 0.9056 - accuracy: 0.9079 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5569214224815369
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.750 86.338 79.025 86.194 84.721
	Acc: 0.949 OSCR : 75.707 AUROC_max_val (%): 86.338 AUROC_real (%): 77.845

Epoch 180/600
235/235 - 6s - loss: 0.9071 - accuracy: 0.9077 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5724673867225647
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 86.070 78.625 85.929 84.628
	Acc: 0.948 OSCR : 75.240 AUROC_max_val (%): 86.070 AUROC_real (%): 77.494

Epoch 181/600
235/235 - 6s - loss: 0.8774 - accuracy: 0.9092 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5499395728111267
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.725 86.817 79.275 87.131 85.032
	Acc: 0.951 OSCR : 76.167 AUROC_max_val (%): 86.817 AUROC_real (%): 78.312

Epoch 182/600
235/235 - 6s - loss: 0.8936 - accuracy: 0.9096 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.563909649848938
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.350 86.079 78.600 85.851 84.741
	Acc: 0.949 OSCR : 75.452 AUROC_max_val (%): 86.079 AUROC_real (%): 77.649

Epoch 183/600
235/235 - 6s - loss: 0.8801 - accuracy: 0.9117 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5744224786758423
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.800 85.725 78.375 85.320 84.587
	Acc: 0.949 OSCR : 74.672 AUROC_max_val (%): 85.725 AUROC_real (%): 76.918

Epoch 184/600
235/235 - 6s - loss: 0.8860 - accuracy: 0.9102 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5741896033287048
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.475 85.759 78.388 85.314 84.541
	Acc: 0.951 OSCR : 74.485 AUROC_max_val (%): 85.759 AUROC_real (%): 76.656

Epoch 185/600
235/235 - 6s - loss: 0.9002 - accuracy: 0.9075 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5559830069541931
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.475 85.983 78.750 85.731 84.711
	Acc: 0.949 OSCR : 75.309 AUROC_max_val (%): 85.983 AUROC_real (%): 77.505

Epoch 186/600
235/235 - 6s - loss: 0.8819 - accuracy: 0.9106 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5414100289344788
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.700 86.144 78.775 85.825 84.831
	Acc: 0.950 OSCR : 76.028 AUROC_max_val (%): 86.144 AUROC_real (%): 78.204

Epoch 187/600
235/235 - 6s - loss: 0.8817 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5584340691566467
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 86.246 78.775 86.096 84.801
	Acc: 0.950 OSCR : 75.042 AUROC_max_val (%): 86.246 AUROC_real (%): 77.194

Epoch 188/600
235/235 - 6s - loss: 0.8934 - accuracy: 0.9105 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.552858829498291
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.350 86.282 78.850 86.050 84.996
	Acc: 0.950 OSCR : 75.155 AUROC_max_val (%): 86.282 AUROC_real (%): 77.299

Epoch 189/600
235/235 - 6s - loss: 0.8791 - accuracy: 0.9107 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5500443577766418
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.175 85.861 78.538 85.469 84.520
	Acc: 0.950 OSCR : 75.447 AUROC_max_val (%): 85.861 AUROC_real (%): 77.591

Epoch 190/600
235/235 - 6s - loss: 0.8868 - accuracy: 0.9100 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.56168133020401
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.475 85.856 78.600 85.440 84.586
	Acc: 0.948 OSCR : 75.383 AUROC_max_val (%): 85.856 AUROC_real (%): 77.599

Epoch 191/600
235/235 - 6s - loss: 0.8645 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5639979243278503
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.875 85.820 78.550 85.420 84.565
	Acc: 0.949 OSCR : 75.338 AUROC_max_val (%): 85.820 AUROC_real (%): 77.549

Epoch 192/600
235/235 - 6s - loss: 0.8697 - accuracy: 0.9128 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5636050701141357
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.525 85.884 78.600 85.495 84.626
	Acc: 0.950 OSCR : 75.025 AUROC_max_val (%): 85.884 AUROC_real (%): 77.206

Epoch 193/600
235/235 - 6s - loss: 0.8685 - accuracy: 0.9108 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5537504553794861
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.200 85.956 78.675 85.528 84.665
	Acc: 0.949 OSCR : 75.580 AUROC_max_val (%): 85.956 AUROC_real (%): 77.758

Epoch 194/600
235/235 - 6s - loss: 0.8571 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5627093315124512
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.375 85.781 78.600 85.276 84.492
	Acc: 0.948 OSCR : 75.128 AUROC_max_val (%): 85.781 AUROC_real (%): 77.312

Epoch 195/600
235/235 - 6s - loss: 0.8678 - accuracy: 0.9112 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5514883995056152
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.575 85.808 78.550 85.333 84.533
	Acc: 0.949 OSCR : 75.481 AUROC_max_val (%): 85.808 AUROC_real (%): 77.658

Epoch 196/600
235/235 - 6s - loss: 0.8639 - accuracy: 0.9128 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5570111870765686
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.875 85.796 78.575 85.314 84.512
	Acc: 0.949 OSCR : 75.221 AUROC_max_val (%): 85.796 AUROC_real (%): 77.406

Epoch 197/600
235/235 - 6s - loss: 0.8764 - accuracy: 0.9109 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5557520389556885
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.050 85.783 78.550 85.293 84.489
	Acc: 0.949 OSCR : 75.289 AUROC_max_val (%): 85.783 AUROC_real (%): 77.471

Epoch 198/600
235/235 - 6s - loss: 0.8598 - accuracy: 0.9141 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5482728481292725
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.175 85.938 78.750 85.535 84.592
	Acc: 0.950 OSCR : 75.726 AUROC_max_val (%): 85.938 AUROC_real (%): 77.900

Epoch 199/600
235/235 - 6s - loss: 0.8792 - accuracy: 0.9108 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5566335916519165
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.425 85.859 78.688 85.433 84.545
	Acc: 0.949 OSCR : 75.276 AUROC_max_val (%): 85.859 AUROC_real (%): 77.464

Epoch 200/600
235/235 - 6s - loss: 0.8768 - accuracy: 0.9122 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5584815144538879
	accuracy: 0.9490000009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.175 85.878 78.700 85.467 84.564
	Acc: 0.949 OSCR : 75.216 AUROC_max_val (%): 85.878 AUROC_real (%): 77.401

Epoch 201/600
235/235 - 6s - loss: 0.8629 - accuracy: 0.9125 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5538325309753418
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 85.857 78.713 85.416 84.560
	Acc: 0.950 OSCR : 75.417 AUROC_max_val (%): 85.857 AUROC_real (%): 77.596

Epoch 202/600
235/235 - 6s - loss: 1.4341 - accuracy: 0.8567 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3762407302856445
	accuracy: 0.8987500071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.025 83.348 76.075 85.238 79.633
	Acc: 0.899 OSCR : 66.687 AUROC_max_val (%): 83.348 AUROC_real (%): 71.044

Epoch 203/600
235/235 - 6s - loss: 1.4018 - accuracy: 0.8597 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0912996530532837
	accuracy: 0.9047499895095825 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.700 79.191 72.875 79.430 76.269
	Acc: 0.905 OSCR : 69.828 AUROC_max_val (%): 79.191 AUROC_real (%): 73.740

Epoch 204/600
235/235 - 6s - loss: 1.3913 - accuracy: 0.8614 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1354771852493286
	accuracy: 0.8977500200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.825 80.492 73.300 82.401 77.342
	Acc: 0.898 OSCR : 65.519 AUROC_max_val (%): 80.492 AUROC_real (%): 69.806

Epoch 205/600
235/235 - 6s - loss: 1.3601 - accuracy: 0.8643 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.120830774307251
	accuracy: 0.90625 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.700 78.170 72.175 76.219 77.240
	Acc: 0.906 OSCR : 66.518 AUROC_max_val (%): 78.170 AUROC_real (%): 70.385

Epoch 206/600
235/235 - 6s - loss: 1.3839 - accuracy: 0.8628 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1110477447509766
	accuracy: 0.9049999713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.225 81.136 74.125 81.837 79.191
	Acc: 0.905 OSCR : 69.176 AUROC_max_val (%): 81.136 AUROC_real (%): 73.176

Epoch 207/600
235/235 - 6s - loss: 1.3830 - accuracy: 0.8626 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0960205793380737
	accuracy: 0.9014999866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.275 80.991 73.788 81.443 78.163
	Acc: 0.901 OSCR : 69.839 AUROC_max_val (%): 80.991 AUROC_real (%): 74.222

Epoch 208/600
235/235 - 6s - loss: 1.3486 - accuracy: 0.8652 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9204725027084351
	accuracy: 0.9210000038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.350 85.020 77.575 85.829 83.003
	Acc: 0.921 OSCR : 71.998 AUROC_max_val (%): 85.020 AUROC_real (%): 75.777

Epoch 209/600
235/235 - 6s - loss: 1.3497 - accuracy: 0.8638 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9460541605949402
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.325 83.335 75.750 84.969 80.109
	Acc: 0.917 OSCR : 72.402 AUROC_max_val (%): 83.335 AUROC_real (%): 76.088

Epoch 210/600
235/235 - 6s - loss: 1.3458 - accuracy: 0.8660 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.210684895515442
	accuracy: 0.8927500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.600 75.388 69.425 73.566 73.197
	Acc: 0.893 OSCR : 65.018 AUROC_max_val (%): 75.388 AUROC_real (%): 69.205

Epoch 211/600
235/235 - 6s - loss: 1.3535 - accuracy: 0.8658 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.4380899667739868
	accuracy: 0.887499988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.850 77.887 70.588 78.427 76.320
	Acc: 0.887 OSCR : 65.839 AUROC_max_val (%): 77.887 AUROC_real (%): 70.845

Epoch 212/600
235/235 - 6s - loss: 1.3614 - accuracy: 0.8638 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.887908935546875
	accuracy: 0.9154999852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.000 83.441 75.863 84.198 81.502
	Acc: 0.915 OSCR : 72.983 AUROC_max_val (%): 83.441 AUROC_real (%): 76.717

Epoch 213/600
235/235 - 6s - loss: 1.3516 - accuracy: 0.8659 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8562124967575073
	accuracy: 0.9232500195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.200 85.007 78.013 85.615 82.548
	Acc: 0.923 OSCR : 75.002 AUROC_max_val (%): 85.007 AUROC_real (%): 78.556

Epoch 214/600
235/235 - 6s - loss: 1.3214 - accuracy: 0.8680 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8135293126106262
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.900 83.307 76.287 83.982 80.735
	Acc: 0.922 OSCR : 74.274 AUROC_max_val (%): 83.307 AUROC_real (%): 77.617

Epoch 215/600
235/235 - 6s - loss: 1.3150 - accuracy: 0.8687 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9287958145141602
	accuracy: 0.9229999780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.250 84.302 77.137 85.409 82.155
	Acc: 0.923 OSCR : 71.813 AUROC_max_val (%): 84.302 AUROC_real (%): 75.029

Epoch 216/600
235/235 - 6s - loss: 1.3320 - accuracy: 0.8673 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1486114263534546
	accuracy: 0.9002500176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.150 79.369 72.513 80.329 76.469
	Acc: 0.900 OSCR : 66.883 AUROC_max_val (%): 79.369 AUROC_real (%): 70.961

Epoch 217/600
235/235 - 6s - loss: 1.3258 - accuracy: 0.8666 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8747785687446594
	accuracy: 0.9144999980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.175 81.730 74.988 82.741 79.152
	Acc: 0.914 OSCR : 73.346 AUROC_max_val (%): 81.730 AUROC_real (%): 76.765

Epoch 218/600
235/235 - 6s - loss: 1.2824 - accuracy: 0.8711 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2055262327194214
	accuracy: 0.8967499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.250 76.640 70.213 75.740 75.187
	Acc: 0.897 OSCR : 65.108 AUROC_max_val (%): 76.640 AUROC_real (%): 69.361

Epoch 219/600
235/235 - 6s - loss: 1.3005 - accuracy: 0.8696 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.981050431728363
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.375 85.380 78.287 85.811 82.909
	Acc: 0.934 OSCR : 68.627 AUROC_max_val (%): 85.380 AUROC_real (%): 71.444

Epoch 220/600
235/235 - 6s - loss: 1.2843 - accuracy: 0.8723 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8929573893547058
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.750 86.512 78.975 87.939 84.225
	Acc: 0.930 OSCR : 71.343 AUROC_max_val (%): 86.512 AUROC_real (%): 74.525

Epoch 221/600
235/235 - 6s - loss: 1.2878 - accuracy: 0.8703 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.8227733373641968
	accuracy: 0.8552500009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    18.975 73.324 67.188 73.717 71.054
	Acc: 0.855 OSCR : 55.244 AUROC_max_val (%): 73.324 AUROC_real (%): 61.443

Epoch 222/600
235/235 - 6s - loss: 1.2902 - accuracy: 0.8706 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8308978080749512
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.675 85.648 78.775 86.298 83.424
	Acc: 0.928 OSCR : 75.891 AUROC_max_val (%): 85.648 AUROC_real (%): 79.247

Epoch 223/600
235/235 - 6s - loss: 1.2802 - accuracy: 0.8717 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2906451225280762
	accuracy: 0.8955000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.325 84.293 76.613 85.856 81.442
	Acc: 0.895 OSCR : 67.193 AUROC_max_val (%): 84.293 AUROC_real (%): 72.274

Epoch 224/600
235/235 - 6s - loss: 1.2414 - accuracy: 0.8764 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8377082943916321
	accuracy: 0.9237499833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.800 83.048 76.550 83.107 80.593
	Acc: 0.924 OSCR : 73.510 AUROC_max_val (%): 83.048 AUROC_real (%): 76.746

Epoch 225/600
235/235 - 6s - loss: 1.2711 - accuracy: 0.8729 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9307212233543396
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.525 80.798 73.812 81.285 78.311
	Acc: 0.920 OSCR : 71.509 AUROC_max_val (%): 80.798 AUROC_real (%): 75.034

Epoch 226/600
235/235 - 6s - loss: 1.2580 - accuracy: 0.8741 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0135836601257324
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.300 85.747 78.463 87.032 82.763
	Acc: 0.926 OSCR : 70.630 AUROC_max_val (%): 85.747 AUROC_real (%): 73.910

Epoch 227/600
235/235 - 6s - loss: 1.2763 - accuracy: 0.8707 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2261474132537842
	accuracy: 0.9147499799728394 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.575 82.080 75.162 83.907 78.931
	Acc: 0.915 OSCR : 62.836 AUROC_max_val (%): 82.080 AUROC_real (%): 66.336

Epoch 228/600
235/235 - 6s - loss: 1.2626 - accuracy: 0.8737 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8819258809089661
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 84.042 76.663 84.041 83.013
	Acc: 0.930 OSCR : 73.649 AUROC_max_val (%): 84.042 AUROC_real (%): 76.705

Epoch 229/600
235/235 - 6s - loss: 1.2363 - accuracy: 0.8746 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8659024834632874
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.275 86.640 79.037 87.570 84.642
	Acc: 0.933 OSCR : 72.288 AUROC_max_val (%): 86.640 AUROC_real (%): 75.179

Epoch 230/600
235/235 - 6s - loss: 1.2176 - accuracy: 0.8780 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.203183889389038
	accuracy: 0.8989999890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    25.825 78.041 71.650 77.564 76.246
	Acc: 0.899 OSCR : 62.743 AUROC_max_val (%): 78.041 AUROC_real (%): 66.852

Epoch 231/600
235/235 - 6s - loss: 1.2076 - accuracy: 0.8796 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7476174831390381
	accuracy: 0.9237499833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.450 83.801 77.250 84.674 81.056
	Acc: 0.924 OSCR : 77.060 AUROC_max_val (%): 83.801 AUROC_real (%): 80.128

Epoch 232/600
235/235 - 6s - loss: 1.2326 - accuracy: 0.8777 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8273648619651794
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.475 81.981 74.763 82.532 79.623
	Acc: 0.928 OSCR : 71.277 AUROC_max_val (%): 81.981 AUROC_real (%): 74.300

Epoch 233/600
235/235 - 6s - loss: 1.2461 - accuracy: 0.8741 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8435397744178772
	accuracy: 0.925000011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.925 86.566 79.063 87.924 84.080
	Acc: 0.925 OSCR : 72.504 AUROC_max_val (%): 86.566 AUROC_real (%): 75.922

Epoch 234/600
235/235 - 6s - loss: 1.2192 - accuracy: 0.8754 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8039630651473999
	accuracy: 0.9330000281333923 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.075 85.355 78.513 86.407 82.898
	Acc: 0.933 OSCR : 72.947 AUROC_max_val (%): 85.355 AUROC_real (%): 75.808

Epoch 235/600
235/235 - 6s - loss: 1.2036 - accuracy: 0.8791 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8347362279891968
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.400 82.392 75.600 81.844 80.887
	Acc: 0.926 OSCR : 72.907 AUROC_max_val (%): 82.392 AUROC_real (%): 76.042

Epoch 236/600
235/235 - 6s - loss: 1.2045 - accuracy: 0.8798 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7728795409202576
	accuracy: 0.9287499785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.200 83.951 76.975 85.146 80.945
	Acc: 0.929 OSCR : 76.442 AUROC_max_val (%): 83.951 AUROC_real (%): 79.482

Epoch 237/600
235/235 - 6s - loss: 1.1982 - accuracy: 0.8790 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8880634903907776
	accuracy: 0.9177500009536743 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.725 83.393 76.425 84.647 80.761
	Acc: 0.918 OSCR : 73.478 AUROC_max_val (%): 83.393 AUROC_real (%): 77.054

Epoch 238/600
235/235 - 6s - loss: 1.1794 - accuracy: 0.8819 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0048058032989502
	accuracy: 0.9200000166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.200 82.939 75.525 83.470 81.084
	Acc: 0.920 OSCR : 66.556 AUROC_max_val (%): 82.939 AUROC_real (%): 70.005

Epoch 239/600
235/235 - 6s - loss: 1.1988 - accuracy: 0.8805 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.774161159992218
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.350 83.905 76.812 83.959 82.096
	Acc: 0.930 OSCR : 75.084 AUROC_max_val (%): 83.905 AUROC_real (%): 78.207

Epoch 240/600
235/235 - 6s - loss: 1.1898 - accuracy: 0.8811 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.997520923614502
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 84.032 76.763 84.891 81.624
	Acc: 0.927 OSCR : 69.396 AUROC_max_val (%): 84.032 AUROC_real (%): 72.639

Epoch 241/600
235/235 - 6s - loss: 1.1635 - accuracy: 0.8824 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8423594236373901
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.200 80.712 74.037 80.213 78.673
	Acc: 0.926 OSCR : 73.001 AUROC_max_val (%): 80.712 AUROC_real (%): 76.299

Epoch 242/600
235/235 - 6s - loss: 1.1571 - accuracy: 0.8849 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.927493691444397
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.750 84.204 76.688 84.711 82.022
	Acc: 0.921 OSCR : 71.662 AUROC_max_val (%): 84.204 AUROC_real (%): 74.999

Epoch 243/600
235/235 - 6s - loss: 1.1691 - accuracy: 0.8821 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8661220073699951
	accuracy: 0.9327499866485596 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.250 85.989 78.575 87.174 83.563
	Acc: 0.933 OSCR : 71.557 AUROC_max_val (%): 85.989 AUROC_real (%): 74.306

Epoch 244/600
235/235 - 6s - loss: 1.1704 - accuracy: 0.8823 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.793385922908783
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.025 85.626 78.588 86.066 83.393
	Acc: 0.931 OSCR : 77.170 AUROC_max_val (%): 85.626 AUROC_real (%): 80.473

Epoch 245/600
235/235 - 6s - loss: 1.1711 - accuracy: 0.8809 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7693880200386047
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 86.154 78.475 86.632 84.590
	Acc: 0.932 OSCR : 73.108 AUROC_max_val (%): 86.154 AUROC_real (%): 76.079

Epoch 246/600
235/235 - 6s - loss: 1.1666 - accuracy: 0.8831 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8161000609397888
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.900 84.032 77.038 84.252 81.976
	Acc: 0.927 OSCR : 75.301 AUROC_max_val (%): 84.032 AUROC_real (%): 78.515

Epoch 247/600
235/235 - 6s - loss: 1.1474 - accuracy: 0.8848 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8469562530517578
	accuracy: 0.9262499809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.150 85.140 77.800 85.776 83.608
	Acc: 0.926 OSCR : 71.622 AUROC_max_val (%): 85.140 AUROC_real (%): 74.919

Epoch 248/600
235/235 - 6s - loss: 1.1630 - accuracy: 0.8840 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8274519443511963
	accuracy: 0.9254999756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 81.254 73.713 80.898 80.210
	Acc: 0.925 OSCR : 68.686 AUROC_max_val (%): 81.254 AUROC_real (%): 71.728

Epoch 249/600
235/235 - 6s - loss: 1.1424 - accuracy: 0.8852 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8156130313873291
	accuracy: 0.9347500205039978 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.975 86.032 78.638 86.650 84.169
	Acc: 0.935 OSCR : 75.792 AUROC_max_val (%): 86.032 AUROC_real (%): 78.844

Epoch 250/600
235/235 - 6s - loss: 1.1473 - accuracy: 0.8864 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7658201456069946
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 85.023 77.500 85.239 83.565
	Acc: 0.934 OSCR : 72.752 AUROC_max_val (%): 85.023 AUROC_real (%): 75.802

Epoch 251/600
235/235 - 6s - loss: 1.1357 - accuracy: 0.8859 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8510845899581909
	accuracy: 0.921999990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.500 79.718 73.263 78.663 77.686
	Acc: 0.922 OSCR : 68.949 AUROC_max_val (%): 79.718 AUROC_real (%): 72.084

Epoch 252/600
235/235 - 6s - loss: 1.1362 - accuracy: 0.8850 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7924590706825256
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.950 83.969 77.025 84.085 82.170
	Acc: 0.940 OSCR : 70.058 AUROC_max_val (%): 83.969 AUROC_real (%): 72.561

Epoch 253/600
235/235 - 6s - loss: 1.1459 - accuracy: 0.8852 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9401326775550842
	accuracy: 0.9194999933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.850 83.235 75.913 83.627 81.123
	Acc: 0.919 OSCR : 67.706 AUROC_max_val (%): 83.235 AUROC_real (%): 71.198

Epoch 254/600
235/235 - 6s - loss: 1.1090 - accuracy: 0.8882 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9517649412155151
	accuracy: 0.9175000190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.975 79.397 72.825 79.070 77.430
	Acc: 0.917 OSCR : 68.255 AUROC_max_val (%): 79.397 AUROC_real (%): 71.591

Epoch 255/600
235/235 - 6s - loss: 1.1085 - accuracy: 0.8902 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7252624034881592
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.700 81.283 75.188 79.889 79.180
	Acc: 0.930 OSCR : 74.948 AUROC_max_val (%): 81.283 AUROC_real (%): 77.790

Epoch 256/600
235/235 - 6s - loss: 1.0995 - accuracy: 0.8898 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8483641147613525
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.125 81.401 74.838 79.394 79.740
	Acc: 0.932 OSCR : 70.329 AUROC_max_val (%): 81.401 AUROC_real (%): 73.210

Epoch 257/600
235/235 - 6s - loss: 1.1047 - accuracy: 0.8897 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.846110463142395
	accuracy: 0.9265000224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.275 84.613 77.588 86.383 81.329
	Acc: 0.926 OSCR : 72.030 AUROC_max_val (%): 84.613 AUROC_real (%): 74.994

Epoch 258/600
235/235 - 6s - loss: 1.0905 - accuracy: 0.8901 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.804612934589386
	accuracy: 0.9267500042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.175 81.547 74.700 80.926 80.226
	Acc: 0.927 OSCR : 71.820 AUROC_max_val (%): 81.547 AUROC_real (%): 74.707

Epoch 259/600
235/235 - 6s - loss: 1.1097 - accuracy: 0.8878 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7488878965377808
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 83.860 76.625 84.021 81.991
	Acc: 0.934 OSCR : 72.402 AUROC_max_val (%): 83.860 AUROC_real (%): 75.136

Epoch 260/600
235/235 - 6s - loss: 1.1136 - accuracy: 0.8857 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5940302610397339
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.775 85.026 77.400 85.120 83.568
	Acc: 0.942 OSCR : 76.621 AUROC_max_val (%): 85.026 AUROC_real (%): 79.003

Epoch 261/600
235/235 - 6s - loss: 1.0998 - accuracy: 0.8906 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9578614234924316
	accuracy: 0.9169999957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.850 79.992 73.362 79.559 77.830
	Acc: 0.917 OSCR : 73.365 AUROC_max_val (%): 79.992 AUROC_real (%): 77.039

Epoch 262/600
235/235 - 6s - loss: 1.0770 - accuracy: 0.8917 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7582561373710632
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.725 83.211 75.763 83.140 81.543
	Acc: 0.930 OSCR : 72.651 AUROC_max_val (%): 83.211 AUROC_real (%): 75.612

Epoch 263/600
235/235 - 6s - loss: 1.0916 - accuracy: 0.8907 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7550783753395081
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.750 85.932 78.625 86.510 83.971
	Acc: 0.940 OSCR : 73.790 AUROC_max_val (%): 85.932 AUROC_real (%): 76.482

Epoch 264/600
235/235 - 6s - loss: 1.0749 - accuracy: 0.8909 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7771090269088745
	accuracy: 0.9257500171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.400 80.092 73.863 78.883 78.754
	Acc: 0.926 OSCR : 73.543 AUROC_max_val (%): 80.092 AUROC_real (%): 76.585

Epoch 265/600
235/235 - 6s - loss: 1.0533 - accuracy: 0.8930 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.657067060470581
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.100 84.594 77.250 84.956 82.313
	Acc: 0.939 OSCR : 77.019 AUROC_max_val (%): 84.594 AUROC_real (%): 79.662

Epoch 266/600
235/235 - 6s - loss: 1.0806 - accuracy: 0.8911 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7556833624839783
	accuracy: 0.9340000152587891 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.950 85.948 78.350 86.403 84.476
	Acc: 0.934 OSCR : 74.519 AUROC_max_val (%): 85.948 AUROC_real (%): 77.386

Epoch 267/600
235/235 - 6s - loss: 1.0288 - accuracy: 0.8965 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6938475966453552
	accuracy: 0.9332500100135803 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.175 83.965 77.050 83.701 81.794
	Acc: 0.933 OSCR : 75.887 AUROC_max_val (%): 83.965 AUROC_real (%): 78.654

Epoch 268/600
235/235 - 6s - loss: 1.0737 - accuracy: 0.8918 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7058752775192261
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.550 84.254 77.325 83.564 83.049
	Acc: 0.940 OSCR : 75.356 AUROC_max_val (%): 84.254 AUROC_real (%): 78.004

Epoch 269/600
235/235 - 6s - loss: 1.0606 - accuracy: 0.8934 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6393960118293762
	accuracy: 0.9367499947547913 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.650 84.371 77.213 83.280 83.560
	Acc: 0.937 OSCR : 78.157 AUROC_max_val (%): 84.371 AUROC_real (%): 80.951

Epoch 270/600
235/235 - 6s - loss: 1.0423 - accuracy: 0.8942 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7278580665588379
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.000 85.063 77.950 85.542 82.835
	Acc: 0.930 OSCR : 74.948 AUROC_max_val (%): 85.063 AUROC_real (%): 77.901

Epoch 271/600
235/235 - 6s - loss: 1.0351 - accuracy: 0.8962 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7470017075538635
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.700 84.366 77.312 84.658 82.165
	Acc: 0.939 OSCR : 74.715 AUROC_max_val (%): 84.366 AUROC_real (%): 77.424

Epoch 272/600
235/235 - 6s - loss: 1.0509 - accuracy: 0.8948 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7485412359237671
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.200 84.852 77.688 84.956 83.242
	Acc: 0.928 OSCR : 75.246 AUROC_max_val (%): 84.852 AUROC_real (%): 78.383

Epoch 273/600
235/235 - 6s - loss: 1.0257 - accuracy: 0.8962 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7143180966377258
	accuracy: 0.9350000023841858 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.125 84.612 77.400 84.886 82.704
	Acc: 0.935 OSCR : 75.405 AUROC_max_val (%): 84.612 AUROC_real (%): 78.219

Epoch 274/600
235/235 - 6s - loss: 1.0484 - accuracy: 0.8943 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8469710946083069
	accuracy: 0.9275000095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.025 80.569 73.950 78.885 79.655
	Acc: 0.927 OSCR : 70.617 AUROC_max_val (%): 80.569 AUROC_real (%): 73.519

Epoch 275/600
235/235 - 6s - loss: 1.0200 - accuracy: 0.8966 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6158643960952759
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.300 83.123 76.162 81.799 82.230
	Acc: 0.943 OSCR : 76.442 AUROC_max_val (%): 83.123 AUROC_real (%): 78.828

Epoch 276/600
235/235 - 6s - loss: 1.0200 - accuracy: 0.8979 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6434965133666992
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.475 86.267 78.725 86.447 84.419
	Acc: 0.942 OSCR : 76.902 AUROC_max_val (%): 86.267 AUROC_real (%): 79.512

Epoch 277/600
235/235 - 6s - loss: 1.0243 - accuracy: 0.8962 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.74606853723526
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.975 87.105 79.487 87.802 85.577
	Acc: 0.945 OSCR : 74.201 AUROC_max_val (%): 87.105 AUROC_real (%): 76.645

Epoch 278/600
235/235 - 6s - loss: 0.9906 - accuracy: 0.8995 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6684661507606506
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.900 86.112 78.988 86.155 84.523
	Acc: 0.938 OSCR : 76.004 AUROC_max_val (%): 86.112 AUROC_real (%): 78.638

Epoch 279/600
235/235 - 6s - loss: 1.0319 - accuracy: 0.8956 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6888214349746704
	accuracy: 0.937749981880188 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.475 83.761 76.950 82.462 82.244
	Acc: 0.938 OSCR : 74.959 AUROC_max_val (%): 83.761 AUROC_real (%): 77.547

Epoch 280/600
235/235 - 6s - loss: 1.0008 - accuracy: 0.9001 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7824352979660034
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.925 81.536 75.100 79.873 80.008
	Acc: 0.931 OSCR : 74.170 AUROC_max_val (%): 81.536 AUROC_real (%): 76.992

Epoch 281/600
235/235 - 6s - loss: 1.0209 - accuracy: 0.8974 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6625608801841736
	accuracy: 0.940500020980835 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.800 85.418 78.638 85.157 83.726
	Acc: 0.941 OSCR : 77.047 AUROC_max_val (%): 85.418 AUROC_real (%): 79.646

Epoch 282/600
235/235 - 6s - loss: 0.9886 - accuracy: 0.9009 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6271212100982666
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 84.294 77.000 83.588 83.334
	Acc: 0.949 OSCR : 74.123 AUROC_max_val (%): 84.294 AUROC_real (%): 76.294

Epoch 283/600
235/235 - 6s - loss: 0.9941 - accuracy: 0.8990 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7174796462059021
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.850 85.965 78.700 86.847 83.983
	Acc: 0.936 OSCR : 73.958 AUROC_max_val (%): 85.965 AUROC_real (%): 76.737

Epoch 284/600
235/235 - 6s - loss: 0.9966 - accuracy: 0.8997 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6335120797157288
	accuracy: 0.9424999952316284 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.475 86.458 79.175 86.615 84.743
	Acc: 0.943 OSCR : 76.869 AUROC_max_val (%): 86.458 AUROC_real (%): 79.482

Epoch 285/600
235/235 - 6s - loss: 1.0021 - accuracy: 0.8984 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6629787087440491
	accuracy: 0.9390000104904175 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.950 83.643 76.950 81.268 83.254
	Acc: 0.939 OSCR : 76.406 AUROC_max_val (%): 83.643 AUROC_real (%): 79.071

Epoch 286/600
235/235 - 6s - loss: 0.9943 - accuracy: 0.8985 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6706686615943909
	accuracy: 0.9384999871253967 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.025 83.315 76.913 82.525 82.077
	Acc: 0.939 OSCR : 75.653 AUROC_max_val (%): 83.315 AUROC_real (%): 78.268

Epoch 287/600
235/235 - 6s - loss: 0.9823 - accuracy: 0.9017 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6315011978149414
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.375 83.132 76.500 80.793 82.060
	Acc: 0.939 OSCR : 76.915 AUROC_max_val (%): 83.132 AUROC_real (%): 79.492

Epoch 288/600
235/235 - 6s - loss: 0.9790 - accuracy: 0.9017 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6912234425544739
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.250 85.063 77.862 84.760 83.694
	Acc: 0.936 OSCR : 76.923 AUROC_max_val (%): 85.063 AUROC_real (%): 79.675

Epoch 289/600
235/235 - 6s - loss: 0.9730 - accuracy: 0.9016 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7179417014122009
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 83.909 77.175 82.432 82.835
	Acc: 0.940 OSCR : 74.935 AUROC_max_val (%): 83.909 AUROC_real (%): 77.604

Epoch 290/600
235/235 - 6s - loss: 0.9456 - accuracy: 0.9045 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7051814198493958
	accuracy: 0.9352499842643738 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.700 84.387 77.413 84.146 82.382
	Acc: 0.935 OSCR : 74.499 AUROC_max_val (%): 84.387 AUROC_real (%): 77.285

Epoch 291/600
235/235 - 6s - loss: 0.9637 - accuracy: 0.9031 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6510871648788452
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.475 83.926 77.450 83.209 82.500
	Acc: 0.943 OSCR : 75.997 AUROC_max_val (%): 83.926 AUROC_real (%): 78.458

Epoch 292/600
235/235 - 6s - loss: 0.9657 - accuracy: 0.9014 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6379196047782898
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.325 82.531 76.025 80.792 81.497
	Acc: 0.941 OSCR : 74.214 AUROC_max_val (%): 82.531 AUROC_real (%): 76.526

Epoch 293/600
235/235 - 6s - loss: 0.9589 - accuracy: 0.9042 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6551690697669983
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.350 86.500 79.163 86.422 85.305
	Acc: 0.941 OSCR : 74.931 AUROC_max_val (%): 86.500 AUROC_real (%): 77.397

Epoch 294/600
235/235 - 6s - loss: 0.9525 - accuracy: 0.9034 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6360124945640564
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.375 81.482 74.737 79.670 80.737
	Acc: 0.944 OSCR : 74.702 AUROC_max_val (%): 81.482 AUROC_real (%): 77.005

Epoch 295/600
235/235 - 6s - loss: 0.9480 - accuracy: 0.9038 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7079387903213501
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 85.153 78.212 85.015 83.689
	Acc: 0.937 OSCR : 72.860 AUROC_max_val (%): 85.153 AUROC_real (%): 75.411

Epoch 296/600
235/235 - 6s - loss: 0.9310 - accuracy: 0.9058 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.593485951423645
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.800 86.801 79.425 87.110 85.029
	Acc: 0.947 OSCR : 75.215 AUROC_max_val (%): 86.801 AUROC_real (%): 77.470

Epoch 297/600
235/235 - 6s - loss: 0.9359 - accuracy: 0.9054 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6958174109458923
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.625 85.237 78.025 85.358 83.928
	Acc: 0.944 OSCR : 72.527 AUROC_max_val (%): 85.237 AUROC_real (%): 75.015

Epoch 298/600
235/235 - 6s - loss: 0.9340 - accuracy: 0.9061 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5750829577445984
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 86.629 79.475 87.157 85.040
	Acc: 0.950 OSCR : 76.939 AUROC_max_val (%): 86.629 AUROC_real (%): 79.226

Epoch 299/600
235/235 - 6s - loss: 0.9203 - accuracy: 0.9078 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7031481862068176
	accuracy: 0.9434999823570251 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.375 85.271 78.025 85.603 83.826
	Acc: 0.944 OSCR : 70.922 AUROC_max_val (%): 85.271 AUROC_real (%): 73.323

Epoch 300/600
235/235 - 6s - loss: 0.9348 - accuracy: 0.9050 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6215912103652954
	accuracy: 0.9442499876022339 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.300 83.048 76.000 82.590 81.817
	Acc: 0.944 OSCR : 73.853 AUROC_max_val (%): 83.048 AUROC_real (%): 76.097

Epoch 301/600
235/235 - 6s - loss: 0.9310 - accuracy: 0.9058 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6932763457298279
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.450 87.454 80.000 88.294 85.718
	Acc: 0.940 OSCR : 74.743 AUROC_max_val (%): 87.454 AUROC_real (%): 77.420

Epoch 302/600
235/235 - 6s - loss: 0.9259 - accuracy: 0.9069 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.595676839351654
	accuracy: 0.9430000185966492 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.575 87.107 79.588 87.735 85.618
	Acc: 0.943 OSCR : 77.727 AUROC_max_val (%): 87.107 AUROC_real (%): 80.182

Epoch 303/600
235/235 - 6s - loss: 0.9157 - accuracy: 0.9080 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7223774194717407
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.775 81.422 75.612 77.966 81.026
	Acc: 0.947 OSCR : 73.903 AUROC_max_val (%): 81.422 AUROC_real (%): 76.196

Epoch 304/600
235/235 - 6s - loss: 0.9201 - accuracy: 0.9076 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6382330060005188
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.300 85.709 78.063 85.947 84.159
	Acc: 0.948 OSCR : 74.562 AUROC_max_val (%): 85.709 AUROC_real (%): 76.823

Epoch 305/600
235/235 - 6s - loss: 0.9060 - accuracy: 0.9088 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6761585474014282
	accuracy: 0.9462500214576721 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.275 84.298 77.138 83.281 83.628
	Acc: 0.946 OSCR : 72.761 AUROC_max_val (%): 84.298 AUROC_real (%): 75.199

Epoch 306/600
235/235 - 6s - loss: 0.8987 - accuracy: 0.9098 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5881174206733704
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.725 85.727 78.312 85.965 83.850
	Acc: 0.945 OSCR : 77.723 AUROC_max_val (%): 85.727 AUROC_real (%): 80.147

Epoch 307/600
235/235 - 6s - loss: 0.9024 - accuracy: 0.9090 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6945170164108276
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.575 82.998 76.587 80.816 82.288
	Acc: 0.946 OSCR : 73.355 AUROC_max_val (%): 82.998 AUROC_real (%): 75.650

Epoch 308/600
235/235 - 6s - loss: 0.8859 - accuracy: 0.9110 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.599374532699585
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.550 86.379 79.362 85.818 84.946
	Acc: 0.952 OSCR : 73.492 AUROC_max_val (%): 86.379 AUROC_real (%): 75.462

Epoch 309/600
235/235 - 6s - loss: 0.8853 - accuracy: 0.9100 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5702666640281677
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.325 84.186 77.700 82.801 83.577
	Acc: 0.950 OSCR : 77.552 AUROC_max_val (%): 84.186 AUROC_real (%): 79.769

Epoch 310/600
235/235 - 6s - loss: 0.8970 - accuracy: 0.9087 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5385318994522095
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.250 86.316 79.200 86.980 84.300
	Acc: 0.951 OSCR : 78.149 AUROC_max_val (%): 86.316 AUROC_real (%): 80.259

Epoch 311/600
235/235 - 6s - loss: 0.8960 - accuracy: 0.9098 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5887113809585571
	accuracy: 0.9437500238418579 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.650 85.930 79.037 86.229 83.933
	Acc: 0.944 OSCR : 77.759 AUROC_max_val (%): 85.930 AUROC_real (%): 80.191

Epoch 312/600
235/235 - 6s - loss: 0.8910 - accuracy: 0.9105 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5556899309158325
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.750 86.347 79.075 86.493 84.887
	Acc: 0.953 OSCR : 76.479 AUROC_max_val (%): 86.347 AUROC_real (%): 78.597

Epoch 313/600
235/235 - 6s - loss: 0.8612 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6497805714607239
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.175 82.790 76.100 80.963 81.781
	Acc: 0.948 OSCR : 72.530 AUROC_max_val (%): 82.790 AUROC_real (%): 74.748

Epoch 314/600
235/235 - 6s - loss: 0.8731 - accuracy: 0.9125 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5961366295814514
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.550 86.633 79.013 87.028 85.180
	Acc: 0.950 OSCR : 75.078 AUROC_max_val (%): 86.633 AUROC_real (%): 77.181

Epoch 315/600
235/235 - 6s - loss: 0.8768 - accuracy: 0.9109 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5615907907485962
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 85.249 78.425 84.195 84.554
	Acc: 0.947 OSCR : 78.588 AUROC_max_val (%): 85.249 AUROC_real (%): 80.935

Epoch 316/600
235/235 - 6s - loss: 0.8537 - accuracy: 0.9134 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5726697444915771
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.575 86.760 79.513 86.372 85.348
	Acc: 0.950 OSCR : 77.908 AUROC_max_val (%): 86.760 AUROC_real (%): 80.136

Epoch 317/600
235/235 - 6s - loss: 0.8483 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5868697166442871
	accuracy: 0.9477499723434448 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.750 85.793 78.588 85.583 84.601
	Acc: 0.948 OSCR : 75.575 AUROC_max_val (%): 85.793 AUROC_real (%): 77.764

Epoch 318/600
235/235 - 6s - loss: 0.8547 - accuracy: 0.9134 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5862228274345398
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.100 84.251 77.625 82.694 82.856
	Acc: 0.945 OSCR : 76.681 AUROC_max_val (%): 84.251 AUROC_real (%): 78.787

Epoch 319/600
235/235 - 6s - loss: 0.8540 - accuracy: 0.9144 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6092274785041809
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.325 84.644 77.500 83.784 84.042
	Acc: 0.947 OSCR : 73.865 AUROC_max_val (%): 84.644 AUROC_real (%): 75.971

Epoch 320/600
235/235 - 6s - loss: 0.8509 - accuracy: 0.9144 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5814961791038513
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.275 85.838 78.613 85.281 84.350
	Acc: 0.950 OSCR : 76.905 AUROC_max_val (%): 85.838 AUROC_real (%): 79.104

Epoch 321/600
235/235 - 6s - loss: 0.8406 - accuracy: 0.9150 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6542192697525024
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.525 84.349 77.350 83.103 83.554
	Acc: 0.949 OSCR : 74.488 AUROC_max_val (%): 84.349 AUROC_real (%): 76.811

Epoch 322/600
235/235 - 6s - loss: 0.8337 - accuracy: 0.9161 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5773259997367859
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.175 87.093 80.000 87.189 85.289
	Acc: 0.947 OSCR : 76.485 AUROC_max_val (%): 87.093 AUROC_real (%): 78.598

Epoch 323/600
235/235 - 6s - loss: 0.8574 - accuracy: 0.9128 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6203789114952087
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.400 82.426 76.175 78.919 82.232
	Acc: 0.944 OSCR : 75.738 AUROC_max_val (%): 82.426 AUROC_real (%): 78.070

Epoch 324/600
235/235 - 6s - loss: 0.8426 - accuracy: 0.9150 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5759811401367188
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.300 85.814 79.100 85.030 84.336
	Acc: 0.952 OSCR : 74.377 AUROC_max_val (%): 85.814 AUROC_real (%): 76.392

Epoch 325/600
235/235 - 6s - loss: 0.8100 - accuracy: 0.9192 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6006395220756531
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 83.441 76.138 82.009 82.719
	Acc: 0.947 OSCR : 72.774 AUROC_max_val (%): 83.441 AUROC_real (%): 74.951

Epoch 326/600
235/235 - 6s - loss: 0.8277 - accuracy: 0.9172 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5807352066040039
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.150 85.195 78.350 83.848 83.923
	Acc: 0.947 OSCR : 75.619 AUROC_max_val (%): 85.195 AUROC_real (%): 77.851

Epoch 327/600
235/235 - 6s - loss: 0.8326 - accuracy: 0.9160 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6049098372459412
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.900 85.165 78.225 84.358 83.669
	Acc: 0.949 OSCR : 75.375 AUROC_max_val (%): 85.165 AUROC_real (%): 77.531

Epoch 328/600
235/235 - 6s - loss: 0.8193 - accuracy: 0.9173 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6329207420349121
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.775 81.761 75.562 78.269 81.075
	Acc: 0.943 OSCR : 75.848 AUROC_max_val (%): 81.761 AUROC_real (%): 78.219

Epoch 329/600
235/235 - 6s - loss: 0.8142 - accuracy: 0.9171 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.528883695602417
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 86.270 78.600 85.878 85.664
	Acc: 0.951 OSCR : 75.079 AUROC_max_val (%): 86.270 AUROC_real (%): 77.184

Epoch 330/600
235/235 - 6s - loss: 0.8038 - accuracy: 0.9191 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6516873836517334
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.025 85.590 78.487 84.909 84.613
	Acc: 0.947 OSCR : 72.986 AUROC_max_val (%): 85.590 AUROC_real (%): 75.196

Epoch 331/600
235/235 - 6s - loss: 0.8137 - accuracy: 0.9168 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5820488929748535
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.475 84.101 77.575 81.801 83.704
	Acc: 0.949 OSCR : 74.753 AUROC_max_val (%): 84.101 AUROC_real (%): 76.901

Epoch 332/600
235/235 - 6s - loss: 0.7996 - accuracy: 0.9194 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5229924917221069
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.975 85.225 78.188 83.500 84.676
	Acc: 0.951 OSCR : 77.898 AUROC_max_val (%): 85.225 AUROC_real (%): 79.926

Epoch 333/600
235/235 - 6s - loss: 0.7885 - accuracy: 0.9198 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5606116056442261
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.450 84.826 78.200 82.650 84.662
	Acc: 0.954 OSCR : 76.070 AUROC_max_val (%): 84.826 AUROC_real (%): 78.108

Epoch 334/600
235/235 - 6s - loss: 0.7920 - accuracy: 0.9197 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5232924818992615
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.225 85.742 78.938 84.653 84.707
	Acc: 0.951 OSCR : 78.519 AUROC_max_val (%): 85.742 AUROC_real (%): 80.586

Epoch 335/600
235/235 - 6s - loss: 0.7850 - accuracy: 0.9202 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.546290934085846
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.625 85.889 78.713 85.042 84.968
	Acc: 0.951 OSCR : 76.016 AUROC_max_val (%): 85.889 AUROC_real (%): 78.042

Epoch 336/600
235/235 - 6s - loss: 0.7862 - accuracy: 0.9203 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5180472731590271
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.975 85.661 78.925 84.368 84.674
	Acc: 0.955 OSCR : 76.488 AUROC_max_val (%): 85.661 AUROC_real (%): 78.348

Epoch 337/600
235/235 - 6s - loss: 0.7802 - accuracy: 0.9208 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5612209439277649
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.525 83.690 77.625 80.775 83.049
	Acc: 0.948 OSCR : 75.362 AUROC_max_val (%): 83.690 AUROC_real (%): 77.370

Epoch 338/600
235/235 - 6s - loss: 0.7894 - accuracy: 0.9204 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5324679017066956
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.600 87.250 80.287 86.587 86.249
	Acc: 0.953 OSCR : 76.080 AUROC_max_val (%): 87.250 AUROC_real (%): 78.064

Epoch 339/600
235/235 - 6s - loss: 0.7869 - accuracy: 0.9210 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7195240259170532
	accuracy: 0.9382500052452087 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.150 80.849 74.600 78.397 80.136
	Acc: 0.938 OSCR : 71.778 AUROC_max_val (%): 80.849 AUROC_real (%): 74.192

Epoch 340/600
235/235 - 6s - loss: 0.7745 - accuracy: 0.9221 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5368814468383789
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.275 87.041 80.075 86.606 85.999
	Acc: 0.952 OSCR : 76.533 AUROC_max_val (%): 87.041 AUROC_real (%): 78.480

Epoch 341/600
235/235 - 6s - loss: 0.7722 - accuracy: 0.9227 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.594659686088562
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.775 84.213 77.388 83.248 83.169
	Acc: 0.947 OSCR : 74.393 AUROC_max_val (%): 84.213 AUROC_real (%): 76.507

Epoch 342/600
235/235 - 6s - loss: 0.7574 - accuracy: 0.9226 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.554889440536499
	accuracy: 0.9502500295639038 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.925 85.040 78.212 83.876 84.048
	Acc: 0.950 OSCR : 75.777 AUROC_max_val (%): 85.040 AUROC_real (%): 77.903

Epoch 343/600
235/235 - 6s - loss: 0.7650 - accuracy: 0.9242 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5611066818237305
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.100 84.613 77.650 83.210 83.760
	Acc: 0.951 OSCR : 75.729 AUROC_max_val (%): 84.613 AUROC_real (%): 77.973

Epoch 344/600
235/235 - 6s - loss: 0.7729 - accuracy: 0.9218 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5470989346504211
	accuracy: 0.9505000114440918 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.425 84.758 77.763 83.338 84.135
	Acc: 0.951 OSCR : 75.364 AUROC_max_val (%): 84.758 AUROC_real (%): 77.372

Epoch 345/600
235/235 - 6s - loss: 0.7647 - accuracy: 0.9226 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5284695625305176
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.075 86.500 79.450 85.709 85.156
	Acc: 0.953 OSCR : 75.317 AUROC_max_val (%): 86.500 AUROC_real (%): 77.135

Epoch 346/600
235/235 - 6s - loss: 0.7503 - accuracy: 0.9246 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5204256176948547
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.425 86.225 79.113 85.341 85.540
	Acc: 0.953 OSCR : 76.328 AUROC_max_val (%): 86.225 AUROC_real (%): 78.253

Epoch 347/600
235/235 - 6s - loss: 0.7442 - accuracy: 0.9255 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.534151554107666
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.275 87.295 80.125 86.974 86.352
	Acc: 0.952 OSCR : 76.571 AUROC_max_val (%): 87.295 AUROC_real (%): 78.636

Epoch 348/600
235/235 - 6s - loss: 0.7427 - accuracy: 0.9253 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5302358269691467
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.700 85.065 78.238 83.624 84.304
	Acc: 0.954 OSCR : 75.057 AUROC_max_val (%): 85.065 AUROC_real (%): 76.970

Epoch 349/600
235/235 - 6s - loss: 0.7451 - accuracy: 0.9256 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5103258490562439
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.675 87.121 80.062 86.685 86.006
	Acc: 0.953 OSCR : 77.176 AUROC_max_val (%): 87.121 AUROC_real (%): 79.199

Epoch 350/600
235/235 - 6s - loss: 0.7464 - accuracy: 0.9240 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5368609428405762
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.575 87.091 79.987 86.061 86.128
	Acc: 0.956 OSCR : 74.896 AUROC_max_val (%): 87.091 AUROC_real (%): 76.783

Epoch 351/600
235/235 - 6s - loss: 0.7344 - accuracy: 0.9256 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5413614511489868
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.150 86.250 79.075 85.181 85.219
	Acc: 0.952 OSCR : 75.514 AUROC_max_val (%): 86.250 AUROC_real (%): 77.552

Epoch 352/600
235/235 - 6s - loss: 0.7280 - accuracy: 0.9260 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5340926051139832
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.675 84.851 78.300 82.387 84.209
	Acc: 0.951 OSCR : 76.406 AUROC_max_val (%): 84.851 AUROC_real (%): 78.340

Epoch 353/600
235/235 - 6s - loss: 0.7368 - accuracy: 0.9241 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5418612957000732
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.375 84.884 78.338 82.889 84.187
	Acc: 0.952 OSCR : 76.236 AUROC_max_val (%): 84.884 AUROC_real (%): 78.297

Epoch 354/600
235/235 - 6s - loss: 0.7308 - accuracy: 0.9259 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5463976860046387
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.150 84.150 77.862 81.466 83.679
	Acc: 0.952 OSCR : 75.096 AUROC_max_val (%): 84.150 AUROC_real (%): 77.122

Epoch 355/600
235/235 - 6s - loss: 0.7443 - accuracy: 0.9246 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5671429634094238
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.075 84.945 78.412 83.637 84.034
	Acc: 0.951 OSCR : 75.435 AUROC_max_val (%): 84.945 AUROC_real (%): 77.438

Epoch 356/600
235/235 - 6s - loss: 0.7185 - accuracy: 0.9274 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4902682602405548
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 84.789 78.463 81.970 84.399
	Acc: 0.953 OSCR : 77.094 AUROC_max_val (%): 84.789 AUROC_real (%): 79.022

Epoch 357/600
235/235 - 6s - loss: 0.7301 - accuracy: 0.9260 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5077276825904846
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.825 86.853 79.638 85.718 85.821
	Acc: 0.953 OSCR : 76.363 AUROC_max_val (%): 86.853 AUROC_real (%): 78.269

Epoch 358/600
235/235 - 6s - loss: 0.7191 - accuracy: 0.9259 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4916222095489502
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.500 86.764 79.938 85.658 85.747
	Acc: 0.953 OSCR : 76.233 AUROC_max_val (%): 86.764 AUROC_real (%): 78.088

Epoch 359/600
235/235 - 6s - loss: 0.7206 - accuracy: 0.9273 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5120166540145874
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.725 84.652 78.713 81.649 84.148
	Acc: 0.952 OSCR : 76.449 AUROC_max_val (%): 84.652 AUROC_real (%): 78.342

Epoch 360/600
235/235 - 6s - loss: 0.7241 - accuracy: 0.9267 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5063750147819519
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.475 85.886 79.350 84.194 85.007
	Acc: 0.955 OSCR : 74.660 AUROC_max_val (%): 85.886 AUROC_real (%): 76.539

Epoch 361/600
235/235 - 6s - loss: 0.7045 - accuracy: 0.9294 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.496841162443161
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.100 85.845 79.075 84.420 85.010
	Acc: 0.954 OSCR : 76.061 AUROC_max_val (%): 85.845 AUROC_real (%): 77.922

Epoch 362/600
235/235 - 6s - loss: 0.7120 - accuracy: 0.9280 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5054342746734619
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.025 86.368 79.700 84.990 85.844
	Acc: 0.956 OSCR : 74.669 AUROC_max_val (%): 86.368 AUROC_real (%): 76.518

Epoch 363/600
235/235 - 6s - loss: 0.7156 - accuracy: 0.9266 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5032435655593872
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.900 85.217 78.763 82.983 84.806
	Acc: 0.952 OSCR : 77.044 AUROC_max_val (%): 85.217 AUROC_real (%): 78.996

Epoch 364/600
235/235 - 6s - loss: 0.7122 - accuracy: 0.9281 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5107110142707825
	accuracy: 0.9514999985694885 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.625 87.300 80.750 86.321 86.367
	Acc: 0.952 OSCR : 76.295 AUROC_max_val (%): 87.300 AUROC_real (%): 78.263

Epoch 365/600
235/235 - 6s - loss: 0.7006 - accuracy: 0.9304 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5138382315635681
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.400 86.413 79.487 85.439 85.503
	Acc: 0.953 OSCR : 75.894 AUROC_max_val (%): 86.413 AUROC_real (%): 77.801

Epoch 366/600
235/235 - 6s - loss: 0.7009 - accuracy: 0.9287 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5226438641548157
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 86.068 79.638 84.376 85.108
	Acc: 0.953 OSCR : 75.644 AUROC_max_val (%): 86.068 AUROC_real (%): 77.506

Epoch 367/600
235/235 - 6s - loss: 0.6999 - accuracy: 0.9284 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5031892657279968
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.150 85.762 78.950 84.120 85.236
	Acc: 0.954 OSCR : 75.917 AUROC_max_val (%): 85.762 AUROC_real (%): 77.783

Epoch 368/600
235/235 - 6s - loss: 0.7005 - accuracy: 0.9288 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49527624249458313
	accuracy: 0.9539999961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.050 86.410 79.938 84.638 85.919
	Acc: 0.954 OSCR : 76.838 AUROC_max_val (%): 86.410 AUROC_real (%): 78.715

Epoch 369/600
235/235 - 6s - loss: 0.7094 - accuracy: 0.9283 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48669514060020447
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.450 87.030 80.412 85.857 86.201
	Acc: 0.955 OSCR : 76.410 AUROC_max_val (%): 87.030 AUROC_real (%): 78.164

Epoch 370/600
235/235 - 6s - loss: 0.6854 - accuracy: 0.9297 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46816885471343994
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.375 86.685 79.825 85.409 85.881
	Acc: 0.955 OSCR : 78.215 AUROC_max_val (%): 86.685 AUROC_real (%): 80.018

Epoch 371/600
235/235 - 6s - loss: 0.6934 - accuracy: 0.9286 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4813065230846405
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.450 86.891 80.125 85.791 85.950
	Acc: 0.956 OSCR : 76.346 AUROC_max_val (%): 86.891 AUROC_real (%): 78.048

Epoch 372/600
235/235 - 6s - loss: 0.6846 - accuracy: 0.9308 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47120970487594604
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.900 86.876 80.100 85.432 86.103
	Acc: 0.957 OSCR : 76.438 AUROC_max_val (%): 86.876 AUROC_real (%): 78.138

Epoch 373/600
235/235 - 6s - loss: 0.6914 - accuracy: 0.9290 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47687703371047974
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.875 87.130 80.513 86.073 86.237
	Acc: 0.955 OSCR : 76.865 AUROC_max_val (%): 87.130 AUROC_real (%): 78.578

Epoch 374/600
235/235 - 6s - loss: 0.6871 - accuracy: 0.9304 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.464372456073761
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.750 87.227 80.750 85.904 86.480
	Acc: 0.958 OSCR : 77.987 AUROC_max_val (%): 87.227 AUROC_real (%): 79.762

Epoch 375/600
235/235 - 6s - loss: 0.6881 - accuracy: 0.9310 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49476709961891174
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.175 85.906 79.250 83.895 85.353
	Acc: 0.958 OSCR : 75.628 AUROC_max_val (%): 85.906 AUROC_real (%): 77.381

Epoch 376/600
235/235 - 6s - loss: 0.6935 - accuracy: 0.9297 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46917322278022766
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.525 86.368 79.813 85.108 85.398
	Acc: 0.958 OSCR : 76.538 AUROC_max_val (%): 86.368 AUROC_real (%): 78.183

Epoch 377/600
235/235 - 6s - loss: 0.6841 - accuracy: 0.9307 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46435075998306274
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.600 86.419 79.637 84.744 85.591
	Acc: 0.957 OSCR : 77.629 AUROC_max_val (%): 86.419 AUROC_real (%): 79.372

Epoch 378/600
235/235 - 6s - loss: 0.6904 - accuracy: 0.9286 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4692850112915039
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.550 86.266 79.362 84.636 85.583
	Acc: 0.958 OSCR : 76.756 AUROC_max_val (%): 86.266 AUROC_real (%): 78.489

Epoch 379/600
235/235 - 6s - loss: 0.6876 - accuracy: 0.9303 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47388893365859985
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.600 86.827 80.075 85.634 86.128
	Acc: 0.955 OSCR : 76.713 AUROC_max_val (%): 86.827 AUROC_real (%): 78.517

Epoch 380/600
235/235 - 6s - loss: 0.6705 - accuracy: 0.9313 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4715423285961151
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.050 87.007 80.175 85.750 86.238
	Acc: 0.956 OSCR : 76.847 AUROC_max_val (%): 87.007 AUROC_real (%): 78.601

Epoch 381/600
235/235 - 6s - loss: 0.6837 - accuracy: 0.9303 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46241524815559387
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.175 86.141 79.588 84.405 85.531
	Acc: 0.956 OSCR : 77.417 AUROC_max_val (%): 86.141 AUROC_real (%): 79.154

Epoch 382/600
235/235 - 6s - loss: 0.6803 - accuracy: 0.9310 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47676849365234375
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 86.008 79.475 84.008 85.404
	Acc: 0.954 OSCR : 76.804 AUROC_max_val (%): 86.008 AUROC_real (%): 78.564

Epoch 383/600
235/235 - 6s - loss: 0.6610 - accuracy: 0.9324 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4745917320251465
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.975 86.302 79.550 84.570 85.671
	Acc: 0.957 OSCR : 77.012 AUROC_max_val (%): 86.302 AUROC_real (%): 78.752

Epoch 384/600
235/235 - 6s - loss: 0.6644 - accuracy: 0.9324 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47870203852653503
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    46.200 86.775 80.113 85.242 86.138
	Acc: 0.957 OSCR : 76.027 AUROC_max_val (%): 86.775 AUROC_real (%): 77.759

Epoch 385/600
235/235 - 6s - loss: 0.6689 - accuracy: 0.9327 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47965362668037415
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.750 86.770 80.100 85.307 86.087
	Acc: 0.956 OSCR : 76.142 AUROC_max_val (%): 86.770 AUROC_real (%): 77.839

Epoch 386/600
235/235 - 6s - loss: 0.6718 - accuracy: 0.9326 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4756264090538025
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.300 86.485 79.862 84.782 85.846
	Acc: 0.956 OSCR : 76.577 AUROC_max_val (%): 86.485 AUROC_real (%): 78.289

Epoch 387/600
235/235 - 6s - loss: 0.6675 - accuracy: 0.9321 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47587358951568604
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.075 86.436 79.912 84.757 85.804
	Acc: 0.955 OSCR : 76.387 AUROC_max_val (%): 86.436 AUROC_real (%): 78.123

Epoch 388/600
235/235 - 6s - loss: 0.6742 - accuracy: 0.9309 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4797476828098297
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.250 86.497 79.825 84.770 85.791
	Acc: 0.957 OSCR : 76.457 AUROC_max_val (%): 86.497 AUROC_real (%): 78.177

Epoch 389/600
235/235 - 6s - loss: 0.6767 - accuracy: 0.9318 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47672510147094727
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.025 86.324 79.800 84.669 85.679
	Acc: 0.955 OSCR : 76.641 AUROC_max_val (%): 86.324 AUROC_real (%): 78.406

Epoch 390/600
235/235 - 6s - loss: 0.6582 - accuracy: 0.9343 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46903833746910095
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.875 86.581 79.850 85.004 85.916
	Acc: 0.956 OSCR : 76.898 AUROC_max_val (%): 86.581 AUROC_real (%): 78.635

Epoch 391/600
235/235 - 6s - loss: 0.6723 - accuracy: 0.9317 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4764721691608429
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.500 86.548 79.975 85.001 85.879
	Acc: 0.956 OSCR : 76.655 AUROC_max_val (%): 86.548 AUROC_real (%): 78.399

Epoch 392/600
235/235 - 6s - loss: 0.6767 - accuracy: 0.9319 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46801790595054626
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.500 86.670 80.000 85.104 86.041
	Acc: 0.956 OSCR : 76.903 AUROC_max_val (%): 86.670 AUROC_real (%): 78.637

Epoch 393/600
235/235 - 6s - loss: 0.6845 - accuracy: 0.9300 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4666851758956909
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.925 86.668 80.138 85.066 86.035
	Acc: 0.956 OSCR : 77.026 AUROC_max_val (%): 86.668 AUROC_real (%): 78.753

Epoch 394/600
235/235 - 6s - loss: 0.6721 - accuracy: 0.9325 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4735954999923706
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.700 86.409 80.025 84.644 85.835
	Acc: 0.955 OSCR : 76.790 AUROC_max_val (%): 86.409 AUROC_real (%): 78.551

Epoch 395/600
235/235 - 6s - loss: 0.6767 - accuracy: 0.9315 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4735437035560608
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.350 86.451 80.013 84.758 85.838
	Acc: 0.955 OSCR : 76.724 AUROC_max_val (%): 86.451 AUROC_real (%): 78.477

Epoch 396/600
235/235 - 6s - loss: 0.6659 - accuracy: 0.9333 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47007718682289124
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.600 86.494 80.088 84.841 85.862
	Acc: 0.955 OSCR : 76.941 AUROC_max_val (%): 86.494 AUROC_real (%): 78.691

Epoch 397/600
235/235 - 6s - loss: 0.6590 - accuracy: 0.9330 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46776095032691956
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.175 86.616 80.100 85.058 85.952
	Acc: 0.956 OSCR : 76.899 AUROC_max_val (%): 86.616 AUROC_real (%): 78.638

Epoch 398/600
235/235 - 6s - loss: 0.6675 - accuracy: 0.9329 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46807125210762024
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.650 86.576 80.125 84.967 85.927
	Acc: 0.955 OSCR : 76.826 AUROC_max_val (%): 86.576 AUROC_real (%): 78.561

Epoch 399/600
235/235 - 6s - loss: 0.6651 - accuracy: 0.9327 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4684106409549713
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 86.554 80.075 84.925 85.918
	Acc: 0.956 OSCR : 76.859 AUROC_max_val (%): 86.554 AUROC_real (%): 78.595

Epoch 400/600
235/235 - 6s - loss: 0.6594 - accuracy: 0.9332 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46675336360931396
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.275 86.605 80.088 85.050 85.944
	Acc: 0.956 OSCR : 76.936 AUROC_max_val (%): 86.605 AUROC_real (%): 78.668

Epoch 401/600
235/235 - 6s - loss: 0.6533 - accuracy: 0.9341 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4708772301673889
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.575 86.554 80.038 84.937 85.908
	Acc: 0.955 OSCR : 76.681 AUROC_max_val (%): 86.554 AUROC_real (%): 78.421

Epoch 402/600
235/235 - 6s - loss: 1.0677 - accuracy: 0.8956 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1972949504852295
	accuracy: 0.9212499856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.650 82.627 75.188 82.539 81.226
	Acc: 0.921 OSCR : 67.352 AUROC_max_val (%): 82.627 AUROC_real (%): 71.016

Epoch 403/600
235/235 - 6s - loss: 1.1038 - accuracy: 0.8884 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0581620931625366
	accuracy: 0.9277499914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.075 81.717 74.413 82.134 79.667
	Acc: 0.928 OSCR : 66.582 AUROC_max_val (%): 81.717 AUROC_real (%): 69.829

Epoch 404/600
235/235 - 6s - loss: 1.0740 - accuracy: 0.8928 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9722137451171875
	accuracy: 0.9227499961853027 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.675 82.425 75.650 82.701 80.106
	Acc: 0.923 OSCR : 69.585 AUROC_max_val (%): 82.425 AUROC_real (%): 72.905

Epoch 405/600
235/235 - 6s - loss: 1.1120 - accuracy: 0.8890 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.2700680494308472
	accuracy: 0.9104999899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 80.960 73.950 79.261 80.934
	Acc: 0.910 OSCR : 66.394 AUROC_max_val (%): 80.960 AUROC_real (%): 70.306

Epoch 406/600
235/235 - 6s - loss: 1.0857 - accuracy: 0.8910 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8484224677085876
	accuracy: 0.9254999756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    30.550 84.078 77.438 84.860 81.165
	Acc: 0.925 OSCR : 73.368 AUROC_max_val (%): 84.078 AUROC_real (%): 76.470

Epoch 407/600
235/235 - 6s - loss: 1.0569 - accuracy: 0.8947 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.095188856124878
	accuracy: 0.9259999990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.550 81.897 75.025 82.134 79.315
	Acc: 0.926 OSCR : 66.864 AUROC_max_val (%): 81.897 AUROC_real (%): 70.084

Epoch 408/600
235/235 - 6s - loss: 1.0612 - accuracy: 0.8921 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7876124382019043
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.700 85.361 77.987 86.392 82.801
	Acc: 0.927 OSCR : 74.707 AUROC_max_val (%): 85.361 AUROC_real (%): 77.789

Epoch 409/600
235/235 - 6s - loss: 1.0699 - accuracy: 0.8933 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7321412563323975
	accuracy: 0.9380000233650208 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.650 83.290 76.700 84.199 80.453
	Acc: 0.938 OSCR : 74.691 AUROC_max_val (%): 83.290 AUROC_real (%): 77.272

Epoch 410/600
235/235 - 6s - loss: 1.0643 - accuracy: 0.8923 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6700921654701233
	accuracy: 0.9432500004768372 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.175 83.733 76.437 83.340 82.112
	Acc: 0.943 OSCR : 74.797 AUROC_max_val (%): 83.733 AUROC_real (%): 77.361

Epoch 411/600
235/235 - 6s - loss: 1.0550 - accuracy: 0.8957 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7045620083808899
	accuracy: 0.940750002861023 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.525 84.216 76.862 83.806 82.662
	Acc: 0.941 OSCR : 72.017 AUROC_max_val (%): 84.216 AUROC_real (%): 74.565

Epoch 412/600
235/235 - 6s - loss: 1.0345 - accuracy: 0.8962 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6972809433937073
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.350 85.225 77.950 85.883 83.011
	Acc: 0.942 OSCR : 74.569 AUROC_max_val (%): 85.225 AUROC_real (%): 77.244

Epoch 413/600
235/235 - 6s - loss: 1.0820 - accuracy: 0.8917 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0853914022445679
	accuracy: 0.906000018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.800 82.730 75.575 82.595 81.355
	Acc: 0.906 OSCR : 69.765 AUROC_max_val (%): 82.730 AUROC_real (%): 74.019

Epoch 414/600
235/235 - 6s - loss: 1.0615 - accuracy: 0.8947 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8658338189125061
	accuracy: 0.9284999966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.600 81.823 75.050 80.626 80.604
	Acc: 0.928 OSCR : 70.182 AUROC_max_val (%): 81.823 AUROC_real (%): 73.383

Epoch 415/600
235/235 - 6s - loss: 1.0566 - accuracy: 0.8949 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9224814176559448
	accuracy: 0.9237499833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.000 82.009 74.963 82.096 80.164
	Acc: 0.924 OSCR : 70.378 AUROC_max_val (%): 82.009 AUROC_real (%): 73.615

Epoch 416/600
235/235 - 6s - loss: 1.0438 - accuracy: 0.8954 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8505836725234985
	accuracy: 0.9355000257492065 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.000 83.168 75.963 83.015 81.474
	Acc: 0.935 OSCR : 71.352 AUROC_max_val (%): 83.168 AUROC_real (%): 74.215

Epoch 417/600
235/235 - 6s - loss: 1.0391 - accuracy: 0.8955 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7388761639595032
	accuracy: 0.9362499713897705 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.700 85.233 77.950 85.340 83.498
	Acc: 0.936 OSCR : 74.309 AUROC_max_val (%): 85.233 AUROC_real (%): 77.103

Epoch 418/600
235/235 - 6s - loss: 1.0575 - accuracy: 0.8937 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7695086598396301
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.525 82.808 75.638 81.914 81.406
	Acc: 0.936 OSCR : 70.414 AUROC_max_val (%): 82.808 AUROC_real (%): 73.179

Epoch 419/600
235/235 - 6s - loss: 1.0581 - accuracy: 0.8949 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.969072163105011
	accuracy: 0.9182500243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    22.100 76.221 70.663 74.955 73.990
	Acc: 0.918 OSCR : 65.338 AUROC_max_val (%): 76.221 AUROC_real (%): 68.497

Epoch 420/600
235/235 - 6s - loss: 1.0575 - accuracy: 0.8923 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8517878651618958
	accuracy: 0.9304999709129333 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.125 82.963 75.562 82.987 81.719
	Acc: 0.930 OSCR : 69.447 AUROC_max_val (%): 82.963 AUROC_real (%): 72.423

Epoch 421/600
235/235 - 6s - loss: 1.0310 - accuracy: 0.8964 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7668991088867188
	accuracy: 0.9317499995231628 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.475 84.064 77.225 83.720 82.672
	Acc: 0.932 OSCR : 75.495 AUROC_max_val (%): 84.064 AUROC_real (%): 78.509

Epoch 422/600
235/235 - 6s - loss: 1.0456 - accuracy: 0.8955 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.941761314868927
	accuracy: 0.9282500147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.875 83.458 76.613 83.403 81.438
	Acc: 0.928 OSCR : 70.996 AUROC_max_val (%): 83.458 AUROC_real (%): 74.196

Epoch 423/600
235/235 - 6s - loss: 1.0421 - accuracy: 0.8968 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1100990772247314
	accuracy: 0.9110000133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.175 75.979 69.725 75.481 74.421
	Acc: 0.911 OSCR : 67.121 AUROC_max_val (%): 75.979 AUROC_real (%): 70.855

Epoch 424/600
235/235 - 6s - loss: 1.0444 - accuracy: 0.8964 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.887140154838562
	accuracy: 0.9235000014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.550 81.038 74.138 80.637 79.635
	Acc: 0.923 OSCR : 71.062 AUROC_max_val (%): 81.038 AUROC_real (%): 74.437

Epoch 425/600
235/235 - 6s - loss: 1.0427 - accuracy: 0.8955 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.3322172164916992
	accuracy: 0.9085000157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    23.575 73.658 67.438 72.053 72.188
	Acc: 0.908 OSCR : 56.658 AUROC_max_val (%): 73.658 AUROC_real (%): 60.446

Epoch 426/600
235/235 - 6s - loss: 1.0300 - accuracy: 0.8968 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9406964182853699
	accuracy: 0.9269999861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    26.725 78.720 72.237 77.803 76.958
	Acc: 0.927 OSCR : 66.545 AUROC_max_val (%): 78.720 AUROC_real (%): 69.493

Epoch 427/600
235/235 - 6s - loss: 0.9928 - accuracy: 0.9012 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7692866325378418
	accuracy: 0.9399999976158142 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.750 81.774 75.412 79.771 81.263
	Acc: 0.940 OSCR : 72.042 AUROC_max_val (%): 81.774 AUROC_real (%): 74.683

Epoch 428/600
235/235 - 6s - loss: 1.0260 - accuracy: 0.8975 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6506591439247131
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.400 83.099 76.538 83.505 80.684
	Acc: 0.941 OSCR : 73.086 AUROC_max_val (%): 83.099 AUROC_real (%): 75.376

Epoch 429/600
235/235 - 6s - loss: 0.9931 - accuracy: 0.9003 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.639643132686615
	accuracy: 0.9394999742507935 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.875 82.671 75.713 81.064 82.189
	Acc: 0.940 OSCR : 78.031 AUROC_max_val (%): 82.671 AUROC_real (%): 80.690

Epoch 430/600
235/235 - 6s - loss: 1.0114 - accuracy: 0.8993 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6538625955581665
	accuracy: 0.9417499899864197 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.600 85.553 78.038 85.666 84.261
	Acc: 0.942 OSCR : 77.544 AUROC_max_val (%): 85.553 AUROC_real (%): 80.240

Epoch 431/600
235/235 - 6s - loss: 1.0354 - accuracy: 0.8945 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7475495934486389
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.925 82.394 74.812 82.770 80.398
	Acc: 0.945 OSCR : 71.346 AUROC_max_val (%): 82.394 AUROC_real (%): 73.726

Epoch 432/600
235/235 - 6s - loss: 1.0267 - accuracy: 0.8973 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8116123676300049
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.725 81.174 74.775 79.691 79.643
	Acc: 0.929 OSCR : 73.402 AUROC_max_val (%): 81.174 AUROC_real (%): 76.314

Epoch 433/600
235/235 - 6s - loss: 1.0150 - accuracy: 0.8963 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9976182579994202
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.950 80.999 74.050 81.104 78.921
	Acc: 0.924 OSCR : 69.448 AUROC_max_val (%): 80.999 AUROC_real (%): 72.830

Epoch 434/600
235/235 - 6s - loss: 1.0173 - accuracy: 0.8977 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.774238109588623
	accuracy: 0.9302499890327454 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.900 80.785 73.825 78.433 79.912
	Acc: 0.930 OSCR : 71.302 AUROC_max_val (%): 80.785 AUROC_real (%): 74.171

Epoch 435/600
235/235 - 6s - loss: 0.9919 - accuracy: 0.9006 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.1304832696914673
	accuracy: 0.9179999828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.450 75.891 71.275 70.457 75.909
	Acc: 0.918 OSCR : 66.955 AUROC_max_val (%): 75.891 AUROC_real (%): 70.431

Epoch 436/600
235/235 - 6s - loss: 0.9946 - accuracy: 0.8986 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6594095826148987
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.425 84.762 77.725 85.220 82.654
	Acc: 0.945 OSCR : 74.982 AUROC_max_val (%): 84.762 AUROC_real (%): 77.294

Epoch 437/600
235/235 - 6s - loss: 0.9887 - accuracy: 0.9011 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6055282950401306
	accuracy: 0.9470000267028809 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.850 85.290 77.987 85.343 83.853
	Acc: 0.947 OSCR : 75.694 AUROC_max_val (%): 85.290 AUROC_real (%): 77.823

Epoch 438/600
235/235 - 6s - loss: 1.0141 - accuracy: 0.8966 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7209873795509338
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.625 81.715 75.275 80.445 80.218
	Acc: 0.931 OSCR : 74.782 AUROC_max_val (%): 81.715 AUROC_real (%): 77.595

Epoch 439/600
235/235 - 6s - loss: 0.9915 - accuracy: 0.9005 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7344982028007507
	accuracy: 0.934249997138977 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.550 83.518 77.213 82.757 81.943
	Acc: 0.934 OSCR : 73.838 AUROC_max_val (%): 83.518 AUROC_real (%): 76.626

Epoch 440/600
235/235 - 6s - loss: 0.9924 - accuracy: 0.9011 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7770586013793945
	accuracy: 0.9290000200271606 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.325 84.344 77.138 84.425 82.648
	Acc: 0.929 OSCR : 74.799 AUROC_max_val (%): 84.344 AUROC_real (%): 77.927

Epoch 441/600
235/235 - 6s - loss: 0.9899 - accuracy: 0.9013 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8102543950080872
	accuracy: 0.9307500123977661 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    28.700 80.117 72.900 79.862 78.483
	Acc: 0.931 OSCR : 70.695 AUROC_max_val (%): 80.117 AUROC_real (%): 73.584

Epoch 442/600
235/235 - 6s - loss: 0.9813 - accuracy: 0.9012 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8170635104179382
	accuracy: 0.9322500228881836 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.375 84.152 77.213 83.789 81.987
	Acc: 0.932 OSCR : 70.788 AUROC_max_val (%): 84.152 AUROC_real (%): 73.547

Epoch 443/600
235/235 - 6s - loss: 0.9625 - accuracy: 0.9025 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6705952286720276
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 84.990 77.788 85.105 83.087
	Acc: 0.942 OSCR : 73.076 AUROC_max_val (%): 84.990 AUROC_real (%): 75.591

Epoch 444/600
235/235 - 6s - loss: 0.9935 - accuracy: 0.9008 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7634871602058411
	accuracy: 0.9309999942779541 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.825 79.515 73.025 78.075 78.658
	Acc: 0.931 OSCR : 72.222 AUROC_max_val (%): 79.515 AUROC_real (%): 75.098

Epoch 445/600
235/235 - 6s - loss: 0.9882 - accuracy: 0.8999 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.9685546159744263
	accuracy: 0.9240000247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    29.325 80.518 73.487 80.364 78.811
	Acc: 0.924 OSCR : 68.535 AUROC_max_val (%): 80.518 AUROC_real (%): 71.991

Epoch 446/600
235/235 - 6s - loss: 0.9646 - accuracy: 0.9015 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6427321434020996
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.225 82.647 76.263 80.233 81.820
	Acc: 0.942 OSCR : 75.716 AUROC_max_val (%): 82.647 AUROC_real (%): 78.183

Epoch 447/600
235/235 - 6s - loss: 0.9855 - accuracy: 0.9017 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8747840523719788
	accuracy: 0.9297500252723694 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    27.375 80.283 73.738 80.548 77.736
	Acc: 0.930 OSCR : 68.005 AUROC_max_val (%): 80.283 AUROC_real (%): 70.730

Epoch 448/600
235/235 - 6s - loss: 0.9746 - accuracy: 0.9014 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7493436336517334
	accuracy: 0.9397500157356262 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.675 82.219 76.188 78.557 82.092
	Acc: 0.940 OSCR : 74.676 AUROC_max_val (%): 82.219 AUROC_real (%): 77.267

Epoch 449/600
235/235 - 6s - loss: 0.9594 - accuracy: 0.9037 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):1.0558745861053467
	accuracy: 0.9315000176429749 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    31.125 82.964 76.475 83.275 80.565
	Acc: 0.931 OSCR : 69.527 AUROC_max_val (%): 82.964 AUROC_real (%): 72.550

Epoch 450/600
235/235 - 6s - loss: 0.9547 - accuracy: 0.9029 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.8932749629020691
	accuracy: 0.9204999804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    24.025 77.975 72.612 74.602 76.317
	Acc: 0.920 OSCR : 74.107 AUROC_max_val (%): 77.975 AUROC_real (%): 77.486

Epoch 451/600
235/235 - 6s - loss: 0.9750 - accuracy: 0.9019 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.806943953037262
	accuracy: 0.9300000071525574 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.650 84.059 76.625 84.497 81.948
	Acc: 0.930 OSCR : 71.573 AUROC_max_val (%): 84.059 AUROC_real (%): 74.526

Epoch 452/600
235/235 - 6s - loss: 0.9541 - accuracy: 0.9031 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7450568675994873
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.475 82.792 76.025 81.899 81.054
	Acc: 0.939 OSCR : 71.833 AUROC_max_val (%): 82.792 AUROC_real (%): 74.371

Epoch 453/600
235/235 - 6s - loss: 0.9518 - accuracy: 0.9039 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7760744690895081
	accuracy: 0.9337499737739563 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.825 84.271 77.400 82.946 83.118
	Acc: 0.934 OSCR : 74.455 AUROC_max_val (%): 84.271 AUROC_real (%): 77.523

Epoch 454/600
235/235 - 6s - loss: 0.9409 - accuracy: 0.9051 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6445951461791992
	accuracy: 0.9392499923706055 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.125 86.621 79.025 87.286 84.949
	Acc: 0.939 OSCR : 77.739 AUROC_max_val (%): 86.621 AUROC_real (%): 80.466

Epoch 455/600
235/235 - 6s - loss: 0.9398 - accuracy: 0.9061 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.631850004196167
	accuracy: 0.9409999847412109 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.750 85.482 78.637 85.196 83.597
	Acc: 0.941 OSCR : 76.082 AUROC_max_val (%): 85.482 AUROC_real (%): 78.647

Epoch 456/600
235/235 - 6s - loss: 0.9403 - accuracy: 0.9059 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7014079689979553
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.825 86.074 79.112 86.147 84.572
	Acc: 0.945 OSCR : 73.101 AUROC_max_val (%): 86.074 AUROC_real (%): 75.405

Epoch 457/600
235/235 - 6s - loss: 0.9195 - accuracy: 0.9074 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6421849131584167
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    34.325 84.482 77.775 84.530 82.562
	Acc: 0.948 OSCR : 73.530 AUROC_max_val (%): 84.482 AUROC_real (%): 75.694

Epoch 458/600
235/235 - 6s - loss: 0.9274 - accuracy: 0.9081 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.701515257358551
	accuracy: 0.9365000128746033 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.675 83.634 76.750 82.037 82.598
	Acc: 0.936 OSCR : 74.373 AUROC_max_val (%): 83.634 AUROC_real (%): 77.009

Epoch 459/600
235/235 - 6s - loss: 0.9382 - accuracy: 0.9068 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6108079552650452
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.575 85.031 77.988 84.132 83.847
	Acc: 0.942 OSCR : 78.050 AUROC_max_val (%): 85.031 AUROC_real (%): 80.582

Epoch 460/600
235/235 - 6s - loss: 0.9444 - accuracy: 0.9049 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6260585784912109
	accuracy: 0.9445000290870667 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.000 84.476 77.113 84.648 82.769
	Acc: 0.945 OSCR : 75.357 AUROC_max_val (%): 84.476 AUROC_real (%): 77.776

Epoch 461/600
235/235 - 6s - loss: 0.9326 - accuracy: 0.9075 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5885709524154663
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.850 84.165 77.475 82.168 83.027
	Acc: 0.948 OSCR : 77.390 AUROC_max_val (%): 84.165 AUROC_real (%): 79.652

Epoch 462/600
235/235 - 6s - loss: 0.9208 - accuracy: 0.9078 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7618956565856934
	accuracy: 0.9319999814033508 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.775 83.321 76.763 81.637 81.990
	Acc: 0.932 OSCR : 74.430 AUROC_max_val (%): 83.321 AUROC_real (%): 77.156

Epoch 463/600
235/235 - 6s - loss: 0.9246 - accuracy: 0.9081 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5689364671707153
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.900 87.248 79.438 88.143 85.608
	Acc: 0.950 OSCR : 74.703 AUROC_max_val (%): 87.248 AUROC_real (%): 76.837

Epoch 464/600
235/235 - 6s - loss: 0.8951 - accuracy: 0.9108 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.563412606716156
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.425 86.897 79.850 86.432 85.675
	Acc: 0.950 OSCR : 80.616 AUROC_max_val (%): 86.897 AUROC_real (%): 82.957

Epoch 465/600
235/235 - 6s - loss: 0.9237 - accuracy: 0.9070 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7132826447486877
	accuracy: 0.9369999766349792 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    32.600 79.863 73.913 76.421 79.621
	Acc: 0.937 OSCR : 71.640 AUROC_max_val (%): 79.863 AUROC_real (%): 74.098

Epoch 466/600
235/235 - 6s - loss: 0.9098 - accuracy: 0.9084 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7793952822685242
	accuracy: 0.9357500076293945 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.925 82.181 75.875 80.834 80.971
	Acc: 0.936 OSCR : 73.902 AUROC_max_val (%): 82.181 AUROC_real (%): 76.611

Epoch 467/600
235/235 - 6s - loss: 0.9073 - accuracy: 0.9078 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5758962631225586
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.725 85.373 78.688 85.014 84.091
	Acc: 0.945 OSCR : 76.073 AUROC_max_val (%): 85.373 AUROC_real (%): 78.296

Epoch 468/600
235/235 - 6s - loss: 0.9080 - accuracy: 0.9090 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6018120646476746
	accuracy: 0.9455000162124634 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.750 83.702 77.375 81.560 83.041
	Acc: 0.946 OSCR : 74.936 AUROC_max_val (%): 83.702 AUROC_real (%): 77.145

Epoch 469/600
235/235 - 6s - loss: 0.9045 - accuracy: 0.9082 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6951655745506287
	accuracy: 0.9415000081062317 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.425 83.601 77.000 80.977 82.867
	Acc: 0.942 OSCR : 74.823 AUROC_max_val (%): 83.601 AUROC_real (%): 77.287

Epoch 470/600
235/235 - 6s - loss: 0.9276 - accuracy: 0.9063 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6004375219345093
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.950 84.519 77.650 83.434 83.568
	Acc: 0.944 OSCR : 76.611 AUROC_max_val (%): 84.519 AUROC_real (%): 79.040

Epoch 471/600
235/235 - 6s - loss: 0.9161 - accuracy: 0.9078 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6500998139381409
	accuracy: 0.9484999775886536 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.225 86.150 78.762 85.797 85.043
	Acc: 0.949 OSCR : 74.154 AUROC_max_val (%): 86.150 AUROC_real (%): 76.435

Epoch 472/600
235/235 - 6s - loss: 0.8737 - accuracy: 0.9127 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6286296248435974
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.250 83.489 77.062 81.467 82.235
	Acc: 0.942 OSCR : 77.485 AUROC_max_val (%): 83.489 AUROC_real (%): 79.933

Epoch 473/600
235/235 - 6s - loss: 0.8909 - accuracy: 0.9091 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7078822255134583
	accuracy: 0.937250018119812 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.975 83.377 76.175 83.334 82.031
	Acc: 0.937 OSCR : 71.151 AUROC_max_val (%): 83.377 AUROC_real (%): 73.638

Epoch 474/600
235/235 - 6s - loss: 0.8863 - accuracy: 0.9100 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7162082195281982
	accuracy: 0.9457499980926514 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.675 86.102 78.688 86.354 84.531
	Acc: 0.946 OSCR : 72.229 AUROC_max_val (%): 86.102 AUROC_real (%): 74.696

Epoch 475/600
235/235 - 6s - loss: 0.8670 - accuracy: 0.9128 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6147357821464539
	accuracy: 0.9427499771118164 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.750 87.055 79.862 86.681 86.305
	Acc: 0.943 OSCR : 77.656 AUROC_max_val (%): 87.055 AUROC_real (%): 80.206

Epoch 476/600
235/235 - 6s - loss: 0.8926 - accuracy: 0.9106 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5835393667221069
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.600 86.027 78.800 85.307 85.022
	Acc: 0.949 OSCR : 77.651 AUROC_max_val (%): 86.027 AUROC_real (%): 79.852

Epoch 477/600
235/235 - 6s - loss: 0.8777 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6220259070396423
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.175 85.356 78.600 84.152 84.278
	Acc: 0.945 OSCR : 74.941 AUROC_max_val (%): 85.356 AUROC_real (%): 77.221

Epoch 478/600
235/235 - 6s - loss: 0.8795 - accuracy: 0.9110 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5644961595535278
	accuracy: 0.9465000033378601 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.825 85.720 78.787 85.027 84.529
	Acc: 0.947 OSCR : 79.527 AUROC_max_val (%): 85.720 AUROC_real (%): 81.878

Epoch 479/600
235/235 - 6s - loss: 0.8766 - accuracy: 0.9102 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5939042568206787
	accuracy: 0.9495000243186951 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.375 85.523 78.400 83.872 84.620
	Acc: 0.950 OSCR : 74.086 AUROC_max_val (%): 85.523 AUROC_real (%): 76.317

Epoch 480/600
235/235 - 6s - loss: 0.8717 - accuracy: 0.9129 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.592399001121521
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.800 85.197 78.637 84.613 83.801
	Acc: 0.947 OSCR : 75.038 AUROC_max_val (%): 85.197 AUROC_real (%): 77.270

Epoch 481/600
235/235 - 6s - loss: 0.8568 - accuracy: 0.9139 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5983296036720276
	accuracy: 0.9472500085830688 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.325 85.361 78.562 85.121 83.307
	Acc: 0.947 OSCR : 74.574 AUROC_max_val (%): 85.361 AUROC_real (%): 76.697

Epoch 482/600
235/235 - 6s - loss: 0.8725 - accuracy: 0.9122 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6472945213317871
	accuracy: 0.9449999928474426 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.950 83.917 76.825 82.672 82.858
	Acc: 0.945 OSCR : 72.267 AUROC_max_val (%): 83.917 AUROC_real (%): 74.588

Epoch 483/600
235/235 - 6s - loss: 0.8537 - accuracy: 0.9141 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6550655961036682
	accuracy: 0.9422500133514404 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.500 82.819 76.025 80.974 81.647
	Acc: 0.942 OSCR : 75.736 AUROC_max_val (%): 82.819 AUROC_real (%): 78.305

Epoch 484/600
235/235 - 6s - loss: 0.8417 - accuracy: 0.9165 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5173688530921936
	accuracy: 0.953249990940094 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.350 87.142 80.387 85.133 86.397
	Acc: 0.953 OSCR : 79.389 AUROC_max_val (%): 87.142 AUROC_real (%): 81.484

Epoch 485/600
235/235 - 6s - loss: 0.8498 - accuracy: 0.9138 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5992850065231323
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.450 84.872 78.213 83.504 83.622
	Acc: 0.947 OSCR : 75.600 AUROC_max_val (%): 84.872 AUROC_real (%): 77.931

Epoch 486/600
235/235 - 6s - loss: 0.8403 - accuracy: 0.9159 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6558470129966736
	accuracy: 0.9440000057220459 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.675 85.612 78.488 85.712 83.626
	Acc: 0.944 OSCR : 74.876 AUROC_max_val (%): 85.612 AUROC_real (%): 77.235

Epoch 487/600
235/235 - 6s - loss: 0.8415 - accuracy: 0.9154 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6752381920814514
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.625 83.589 77.125 81.452 83.127
	Acc: 0.948 OSCR : 70.765 AUROC_max_val (%): 83.589 AUROC_real (%): 72.839

Epoch 488/600
235/235 - 6s - loss: 0.8329 - accuracy: 0.9145 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.601622998714447
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.000 84.795 78.250 83.438 83.358
	Acc: 0.949 OSCR : 75.605 AUROC_max_val (%): 84.795 AUROC_real (%): 77.748

Epoch 489/600
235/235 - 6s - loss: 0.8343 - accuracy: 0.9175 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5676982402801514
	accuracy: 0.9567499756813049 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.975 85.506 78.650 84.998 84.276
	Acc: 0.957 OSCR : 74.519 AUROC_max_val (%): 85.506 AUROC_real (%): 76.391

Epoch 490/600
235/235 - 6s - loss: 0.8191 - accuracy: 0.9174 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7172890305519104
	accuracy: 0.9387500286102295 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 86.295 79.325 86.477 85.006
	Acc: 0.939 OSCR : 74.462 AUROC_max_val (%): 86.295 AUROC_real (%): 77.133

Epoch 491/600
235/235 - 6s - loss: 0.8325 - accuracy: 0.9166 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6191731691360474
	accuracy: 0.9419999718666077 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.725 84.887 77.550 84.762 83.817
	Acc: 0.942 OSCR : 75.130 AUROC_max_val (%): 84.887 AUROC_real (%): 77.627

Epoch 492/600
235/235 - 6s - loss: 0.8211 - accuracy: 0.9169 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7124614715576172
	accuracy: 0.9402499794960022 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.350 80.950 73.913 79.572 80.285
	Acc: 0.940 OSCR : 71.435 AUROC_max_val (%): 80.950 AUROC_real (%): 73.807

Epoch 493/600
235/235 - 6s - loss: 0.8159 - accuracy: 0.9174 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5668769478797913
	accuracy: 0.949999988079071 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 86.179 79.350 85.424 85.235
	Acc: 0.950 OSCR : 76.221 AUROC_max_val (%): 86.179 AUROC_real (%): 78.417

Epoch 494/600
235/235 - 6s - loss: 0.8164 - accuracy: 0.9189 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6476101279258728
	accuracy: 0.9412500262260437 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.875 84.608 77.763 83.702 83.457
	Acc: 0.941 OSCR : 74.516 AUROC_max_val (%): 84.608 AUROC_real (%): 76.938

Epoch 495/600
235/235 - 6s - loss: 0.8264 - accuracy: 0.9185 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5795440673828125
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.075 85.094 78.625 84.140 83.987
	Acc: 0.947 OSCR : 77.938 AUROC_max_val (%): 85.094 AUROC_real (%): 80.192

Epoch 496/600
235/235 - 6s - loss: 0.8181 - accuracy: 0.9181 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.597201943397522
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.725 86.567 79.038 86.927 84.910
	Acc: 0.952 OSCR : 76.540 AUROC_max_val (%): 86.567 AUROC_real (%): 78.628

Epoch 497/600
235/235 - 6s - loss: 0.8048 - accuracy: 0.9191 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6141701936721802
	accuracy: 0.9480000138282776 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.350 84.854 77.787 83.801 83.784
	Acc: 0.948 OSCR : 73.316 AUROC_max_val (%): 84.854 AUROC_real (%): 75.429

Epoch 498/600
235/235 - 6s - loss: 0.8074 - accuracy: 0.9188 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5448479652404785
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.400 86.837 79.712 86.683 85.597
	Acc: 0.953 OSCR : 76.550 AUROC_max_val (%): 86.837 AUROC_real (%): 78.688

Epoch 499/600
235/235 - 6s - loss: 0.7995 - accuracy: 0.9202 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5294331908226013
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.175 86.666 79.688 87.036 85.042
	Acc: 0.953 OSCR : 73.729 AUROC_max_val (%): 86.666 AUROC_real (%): 75.604

Epoch 500/600
235/235 - 6s - loss: 0.7976 - accuracy: 0.9190 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5268596410751343
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.825 86.368 79.475 85.487 85.676
	Acc: 0.953 OSCR : 77.355 AUROC_max_val (%): 86.368 AUROC_real (%): 79.345

Epoch 501/600
235/235 - 6s - loss: 0.7945 - accuracy: 0.9205 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.545155942440033
	accuracy: 0.9520000219345093 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.175 83.142 76.638 80.102 83.091
	Acc: 0.952 OSCR : 75.258 AUROC_max_val (%): 83.142 AUROC_real (%): 77.246

Epoch 502/600
235/235 - 6s - loss: 0.7985 - accuracy: 0.9195 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5415350198745728
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.450 85.202 78.175 84.094 84.403
	Acc: 0.948 OSCR : 76.397 AUROC_max_val (%): 85.202 AUROC_real (%): 78.549

Epoch 503/600
235/235 - 6s - loss: 0.7871 - accuracy: 0.9208 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6263169050216675
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.275 82.554 76.325 79.664 81.730
	Acc: 0.948 OSCR : 73.743 AUROC_max_val (%): 82.554 AUROC_real (%): 75.942

Epoch 504/600
235/235 - 6s - loss: 0.7812 - accuracy: 0.9225 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5611370205879211
	accuracy: 0.9524999856948853 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.750 84.586 78.200 82.173 83.828
	Acc: 0.953 OSCR : 76.173 AUROC_max_val (%): 84.586 AUROC_real (%): 78.175

Epoch 505/600
235/235 - 6s - loss: 0.7914 - accuracy: 0.9201 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6273034811019897
	accuracy: 0.9482499957084656 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.750 84.405 77.562 82.980 83.672
	Acc: 0.948 OSCR : 74.140 AUROC_max_val (%): 84.405 AUROC_real (%): 76.285

Epoch 506/600
235/235 - 6s - loss: 0.7599 - accuracy: 0.9222 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5558818578720093
	accuracy: 0.953000009059906 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.375 84.215 77.388 81.812 83.491
	Acc: 0.953 OSCR : 75.134 AUROC_max_val (%): 84.215 AUROC_real (%): 77.124

Epoch 507/600
235/235 - 6s - loss: 0.7811 - accuracy: 0.9214 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5325344800949097
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    33.375 80.830 75.012 76.741 80.772
	Acc: 0.951 OSCR : 76.640 AUROC_max_val (%): 80.830 AUROC_real (%): 78.684

Epoch 508/600
235/235 - 6s - loss: 0.7679 - accuracy: 0.9236 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5703762769699097
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.550 85.581 79.300 84.319 84.760
	Acc: 0.954 OSCR : 74.621 AUROC_max_val (%): 85.581 AUROC_real (%): 76.502

Epoch 509/600
235/235 - 6s - loss: 0.7697 - accuracy: 0.9220 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5157061219215393
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.250 87.212 80.150 86.561 85.960
	Acc: 0.954 OSCR : 78.099 AUROC_max_val (%): 87.212 AUROC_real (%): 80.090

Epoch 510/600
235/235 - 6s - loss: 0.7762 - accuracy: 0.9220 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5697615146636963
	accuracy: 0.9507499933242798 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.225 84.426 78.150 82.962 83.106
	Acc: 0.951 OSCR : 76.152 AUROC_max_val (%): 84.426 AUROC_real (%): 78.223

Epoch 511/600
235/235 - 6s - loss: 0.7700 - accuracy: 0.9235 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5498484373092651
	accuracy: 0.9517499804496765 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 84.484 77.650 83.235 83.705
	Acc: 0.952 OSCR : 73.730 AUROC_max_val (%): 84.484 AUROC_real (%): 75.754

Epoch 512/600
235/235 - 6s - loss: 0.7693 - accuracy: 0.9226 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4920760691165924
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.750 86.185 79.225 84.942 85.435
	Acc: 0.958 OSCR : 74.187 AUROC_max_val (%): 86.185 AUROC_real (%): 75.896

Epoch 513/600
235/235 - 6s - loss: 0.7602 - accuracy: 0.9228 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5209230184555054
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.225 84.254 77.588 82.511 83.698
	Acc: 0.955 OSCR : 76.257 AUROC_max_val (%): 84.254 AUROC_real (%): 78.169

Epoch 514/600
235/235 - 6s - loss: 0.7616 - accuracy: 0.9235 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5992515087127686
	accuracy: 0.9487500190734863 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.425 82.342 76.113 78.489 82.153
	Acc: 0.949 OSCR : 75.225 AUROC_max_val (%): 82.342 AUROC_real (%): 77.354

Epoch 515/600
235/235 - 6s - loss: 0.7499 - accuracy: 0.9247 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6035916805267334
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.750 85.429 78.350 84.552 84.316
	Acc: 0.951 OSCR : 72.311 AUROC_max_val (%): 85.429 AUROC_real (%): 74.330

Epoch 516/600
235/235 - 6s - loss: 0.7821 - accuracy: 0.9211 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.7085150480270386
	accuracy: 0.9474999904632568 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.100 82.354 75.625 80.857 81.446
	Acc: 0.948 OSCR : 72.650 AUROC_max_val (%): 82.354 AUROC_real (%): 74.881

Epoch 517/600
235/235 - 6s - loss: 0.7522 - accuracy: 0.9242 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5218685269355774
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.575 87.622 80.513 87.689 86.278
	Acc: 0.953 OSCR : 75.870 AUROC_max_val (%): 87.622 AUROC_real (%): 77.842

Epoch 518/600
235/235 - 6s - loss: 0.7596 - accuracy: 0.9243 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5286726951599121
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.150 84.574 78.350 82.912 83.231
	Acc: 0.953 OSCR : 77.157 AUROC_max_val (%): 84.574 AUROC_real (%): 79.037

Epoch 519/600
235/235 - 6s - loss: 0.7332 - accuracy: 0.9248 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5030889511108398
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.250 85.627 78.775 83.975 84.749
	Acc: 0.956 OSCR : 77.076 AUROC_max_val (%): 85.627 AUROC_real (%): 78.984

Epoch 520/600
235/235 - 6s - loss: 0.7423 - accuracy: 0.9256 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5803550481796265
	accuracy: 0.9492499828338623 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.250 83.368 77.413 79.723 82.950
	Acc: 0.949 OSCR : 74.038 AUROC_max_val (%): 83.368 AUROC_real (%): 76.178

Epoch 521/600
235/235 - 6s - loss: 0.7442 - accuracy: 0.9253 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6384254693984985
	accuracy: 0.9452499747276306 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    36.100 83.125 76.425 81.791 82.559
	Acc: 0.945 OSCR : 72.033 AUROC_max_val (%): 83.125 AUROC_real (%): 74.182

Epoch 522/600
235/235 - 6s - loss: 0.7144 - accuracy: 0.9279 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5665339231491089
	accuracy: 0.9522500038146973 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.275 84.938 77.763 83.164 84.520
	Acc: 0.952 OSCR : 73.333 AUROC_max_val (%): 84.938 AUROC_real (%): 75.395

Epoch 523/600
235/235 - 6s - loss: 0.7236 - accuracy: 0.9275 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5763905644416809
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.825 82.176 75.463 79.796 81.743
	Acc: 0.951 OSCR : 73.436 AUROC_max_val (%): 82.176 AUROC_real (%): 75.415

Epoch 524/600
235/235 - 6s - loss: 0.7243 - accuracy: 0.9263 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49889981746673584
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.250 86.035 79.150 84.192 85.418
	Acc: 0.956 OSCR : 76.909 AUROC_max_val (%): 86.035 AUROC_real (%): 78.822

Epoch 525/600
235/235 - 6s - loss: 0.7280 - accuracy: 0.9261 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4772689640522003
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.900 86.346 79.513 84.876 85.980
	Acc: 0.956 OSCR : 78.890 AUROC_max_val (%): 86.346 AUROC_real (%): 80.813

Epoch 526/600
235/235 - 6s - loss: 0.7283 - accuracy: 0.9266 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4989796280860901
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.525 85.797 78.838 84.738 85.019
	Acc: 0.956 OSCR : 76.265 AUROC_max_val (%): 85.797 AUROC_real (%): 78.122

Epoch 527/600
235/235 - 6s - loss: 0.7134 - accuracy: 0.9275 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.6236888766288757
	accuracy: 0.9467499852180481 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    35.650 82.656 76.162 79.897 82.170
	Acc: 0.947 OSCR : 72.905 AUROC_max_val (%): 82.656 AUROC_real (%): 75.113

Epoch 528/600
235/235 - 6s - loss: 0.7169 - accuracy: 0.9281 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5306172966957092
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    39.100 83.897 77.675 81.033 83.484
	Acc: 0.956 OSCR : 76.297 AUROC_max_val (%): 83.897 AUROC_real (%): 78.166

Epoch 529/600
235/235 - 6s - loss: 0.7062 - accuracy: 0.9285 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.52243971824646
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.675 86.422 79.600 85.161 85.765
	Acc: 0.954 OSCR : 77.716 AUROC_max_val (%): 86.422 AUROC_real (%): 79.664

Epoch 530/600
235/235 - 6s - loss: 0.6950 - accuracy: 0.9304 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5445606708526611
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    45.850 87.055 79.938 86.123 86.368
	Acc: 0.956 OSCR : 73.992 AUROC_max_val (%): 87.055 AUROC_real (%): 75.795

Epoch 531/600
235/235 - 6s - loss: 0.6934 - accuracy: 0.9307 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5565474629402161
	accuracy: 0.952750027179718 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.400 85.719 78.800 84.450 84.776
	Acc: 0.953 OSCR : 74.304 AUROC_max_val (%): 85.719 AUROC_real (%): 76.220

Epoch 532/600
235/235 - 6s - loss: 0.6899 - accuracy: 0.9312 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5103459358215332
	accuracy: 0.9547500014305115 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.900 87.197 79.912 87.323 85.845
	Acc: 0.955 OSCR : 74.281 AUROC_max_val (%): 87.197 AUROC_real (%): 76.130

Epoch 533/600
235/235 - 6s - loss: 0.7015 - accuracy: 0.9291 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5401346683502197
	accuracy: 0.9509999752044678 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.875 85.471 78.500 83.820 84.707
	Acc: 0.951 OSCR : 76.329 AUROC_max_val (%): 85.471 AUROC_real (%): 78.382

Epoch 534/600
235/235 - 6s - loss: 0.6937 - accuracy: 0.9298 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49879100918769836
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.825 86.840 79.712 86.144 85.946
	Acc: 0.954 OSCR : 77.297 AUROC_max_val (%): 86.840 AUROC_real (%): 79.281

Epoch 535/600
235/235 - 6s - loss: 0.6986 - accuracy: 0.9286 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5455995202064514
	accuracy: 0.9447500109672546 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.275 86.717 79.750 85.502 86.014
	Acc: 0.945 OSCR : 76.601 AUROC_max_val (%): 86.717 AUROC_real (%): 78.879

Epoch 536/600
235/235 - 6s - loss: 0.6868 - accuracy: 0.9304 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5880154967308044
	accuracy: 0.953499972820282 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.175 85.148 78.500 82.507 84.779
	Acc: 0.954 OSCR : 73.466 AUROC_max_val (%): 85.148 AUROC_real (%): 75.465

Epoch 537/600
235/235 - 6s - loss: 0.6827 - accuracy: 0.9309 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5735223889350891
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.075 83.809 77.250 81.908 82.960
	Acc: 0.950 OSCR : 74.170 AUROC_max_val (%): 83.809 AUROC_real (%): 76.107

Epoch 538/600
235/235 - 6s - loss: 0.6819 - accuracy: 0.9312 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5526182055473328
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.100 86.647 80.000 85.942 85.137
	Acc: 0.955 OSCR : 75.321 AUROC_max_val (%): 86.647 AUROC_real (%): 77.234

Epoch 539/600
235/235 - 6s - loss: 0.6757 - accuracy: 0.9321 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5060815811157227
	accuracy: 0.9542499780654907 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 86.801 80.050 85.474 85.669
	Acc: 0.954 OSCR : 75.399 AUROC_max_val (%): 86.801 AUROC_real (%): 77.224

Epoch 540/600
235/235 - 6s - loss: 0.6853 - accuracy: 0.9301 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.590083122253418
	accuracy: 0.9497500061988831 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    37.175 82.364 76.100 78.525 82.080
	Acc: 0.950 OSCR : 74.463 AUROC_max_val (%): 82.364 AUROC_real (%): 76.516

Epoch 541/600
235/235 - 6s - loss: 0.6706 - accuracy: 0.9333 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5293727517127991
	accuracy: 0.9512500166893005 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.275 85.475 78.938 84.564 84.227
	Acc: 0.951 OSCR : 75.714 AUROC_max_val (%): 85.475 AUROC_real (%): 77.646

Epoch 542/600
235/235 - 6s - loss: 0.6663 - accuracy: 0.9325 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.505018949508667
	accuracy: 0.9537500143051147 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.925 85.634 78.862 83.893 84.509
	Acc: 0.954 OSCR : 75.934 AUROC_max_val (%): 85.634 AUROC_real (%): 77.780

Epoch 543/600
235/235 - 6s - loss: 0.6725 - accuracy: 0.9326 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4894696772098541
	accuracy: 0.9564999938011169 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.650 86.155 79.200 85.081 85.095
	Acc: 0.957 OSCR : 75.828 AUROC_max_val (%): 86.155 AUROC_real (%): 77.635

Epoch 544/600
235/235 - 6s - loss: 0.6648 - accuracy: 0.9320 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45485371351242065
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.550 85.478 79.263 83.473 84.626
	Acc: 0.959 OSCR : 78.612 AUROC_max_val (%): 85.478 AUROC_real (%): 80.292

Epoch 545/600
235/235 - 6s - loss: 0.6668 - accuracy: 0.9307 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4898160398006439
	accuracy: 0.9559999704360962 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.100 85.275 78.400 83.149 84.817
	Acc: 0.956 OSCR : 76.411 AUROC_max_val (%): 85.275 AUROC_real (%): 78.116

Epoch 546/600
235/235 - 6s - loss: 0.6658 - accuracy: 0.9325 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47197073698043823
	accuracy: 0.9555000066757202 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.475 85.617 79.175 83.371 84.972
	Acc: 0.956 OSCR : 75.881 AUROC_max_val (%): 85.617 AUROC_real (%): 77.600

Epoch 547/600
235/235 - 6s - loss: 0.6570 - accuracy: 0.9336 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4651429057121277
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.825 85.478 78.763 83.189 84.773
	Acc: 0.956 OSCR : 76.247 AUROC_max_val (%): 85.478 AUROC_real (%): 77.928

Epoch 548/600
235/235 - 6s - loss: 0.6513 - accuracy: 0.9348 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47624272108078003
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.000 85.247 78.612 83.421 84.644
	Acc: 0.957 OSCR : 75.610 AUROC_max_val (%): 85.247 AUROC_real (%): 77.319

Epoch 549/600
235/235 - 6s - loss: 0.6559 - accuracy: 0.9340 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4781845211982727
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.175 86.526 79.850 85.190 85.808
	Acc: 0.958 OSCR : 77.082 AUROC_max_val (%): 86.526 AUROC_real (%): 78.865

Epoch 550/600
235/235 - 6s - loss: 0.6634 - accuracy: 0.9324 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5087253451347351
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.050 85.242 78.888 82.812 84.347
	Acc: 0.956 OSCR : 76.837 AUROC_max_val (%): 85.242 AUROC_real (%): 78.687

Epoch 551/600
235/235 - 6s - loss: 0.6520 - accuracy: 0.9341 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.49478793144226074
	accuracy: 0.956250011920929 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.650 85.857 78.875 83.968 85.022
	Acc: 0.956 OSCR : 74.691 AUROC_max_val (%): 85.857 AUROC_real (%): 76.393

Epoch 552/600
235/235 - 6s - loss: 0.6513 - accuracy: 0.9343 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4807998836040497
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 85.202 78.500 82.516 84.625
	Acc: 0.958 OSCR : 75.409 AUROC_max_val (%): 85.202 AUROC_real (%): 77.112

Epoch 553/600
235/235 - 6s - loss: 0.6576 - accuracy: 0.9345 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4771963953971863
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.025 85.374 78.850 82.533 84.721
	Acc: 0.959 OSCR : 77.296 AUROC_max_val (%): 85.374 AUROC_real (%): 79.052

Epoch 554/600
235/235 - 6s - loss: 0.6526 - accuracy: 0.9343 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5169472694396973
	accuracy: 0.9545000195503235 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 85.312 78.650 82.708 84.745
	Acc: 0.955 OSCR : 74.034 AUROC_max_val (%): 85.312 AUROC_real (%): 75.888

Epoch 555/600
235/235 - 6s - loss: 0.6389 - accuracy: 0.9352 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4835304021835327
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.625 85.398 78.850 83.588 84.585
	Acc: 0.959 OSCR : 75.876 AUROC_max_val (%): 85.398 AUROC_real (%): 77.652

Epoch 556/600
235/235 - 6s - loss: 0.6392 - accuracy: 0.9359 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4527290463447571
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.000 85.385 78.625 83.788 84.547
	Acc: 0.960 OSCR : 76.466 AUROC_max_val (%): 85.385 AUROC_real (%): 78.052

Epoch 557/600
235/235 - 6s - loss: 0.6379 - accuracy: 0.9353 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.46677926182746887
	accuracy: 0.9570000171661377 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    38.725 85.348 78.425 84.225 84.236
	Acc: 0.957 OSCR : 76.136 AUROC_max_val (%): 85.348 AUROC_real (%): 77.783

Epoch 558/600
235/235 - 6s - loss: 0.6333 - accuracy: 0.9357 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4964554011821747
	accuracy: 0.9549999833106995 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.675 84.974 78.400 83.123 84.081
	Acc: 0.955 OSCR : 75.743 AUROC_max_val (%): 84.974 AUROC_real (%): 77.532

Epoch 559/600
235/235 - 6s - loss: 0.6448 - accuracy: 0.9345 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4710637032985687
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.825 85.994 79.425 84.259 85.262
	Acc: 0.959 OSCR : 76.267 AUROC_max_val (%): 85.994 AUROC_real (%): 77.923

Epoch 560/600
235/235 - 6s - loss: 0.6334 - accuracy: 0.9359 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.47250455617904663
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.700 85.845 79.475 84.086 85.075
	Acc: 0.959 OSCR : 75.575 AUROC_max_val (%): 85.845 AUROC_real (%): 77.251

Epoch 561/600
235/235 - 6s - loss: 0.6176 - accuracy: 0.9380 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.5071724653244019
	accuracy: 0.9552500247955322 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.725 85.576 79.263 83.059 84.867
	Acc: 0.955 OSCR : 75.271 AUROC_max_val (%): 85.576 AUROC_real (%): 77.018

Epoch 562/600
235/235 - 6s - loss: 0.6186 - accuracy: 0.9374 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4593621492385864
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.325 85.020 78.850 82.343 84.402
	Acc: 0.958 OSCR : 76.465 AUROC_max_val (%): 85.020 AUROC_real (%): 78.067

Epoch 563/600
235/235 - 6s - loss: 0.6189 - accuracy: 0.9377 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4830356538295746
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.300 85.171 78.887 82.009 84.394
	Acc: 0.959 OSCR : 75.307 AUROC_max_val (%): 85.171 AUROC_real (%): 76.928

Epoch 564/600
235/235 - 6s - loss: 0.6281 - accuracy: 0.9367 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4604114890098572
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.750 85.984 79.225 83.861 85.378
	Acc: 0.958 OSCR : 75.198 AUROC_max_val (%): 85.984 AUROC_real (%): 76.814

Epoch 565/600
235/235 - 6s - loss: 0.6147 - accuracy: 0.9388 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4728148579597473
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.700 85.790 79.412 83.317 85.037
	Acc: 0.959 OSCR : 75.780 AUROC_max_val (%): 85.790 AUROC_real (%): 77.366

Epoch 566/600
235/235 - 6s - loss: 0.6098 - accuracy: 0.9393 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45277833938598633
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.425 85.372 78.812 83.185 84.538
	Acc: 0.959 OSCR : 76.598 AUROC_max_val (%): 85.372 AUROC_real (%): 78.173

Epoch 567/600
235/235 - 6s - loss: 0.6172 - accuracy: 0.9380 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44820043444633484
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.600 85.543 79.263 82.524 84.911
	Acc: 0.959 OSCR : 77.231 AUROC_max_val (%): 85.543 AUROC_real (%): 78.830

Epoch 568/600
235/235 - 6s - loss: 0.6169 - accuracy: 0.9363 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.478329598903656
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.000 85.051 78.675 82.188 84.227
	Acc: 0.957 OSCR : 76.455 AUROC_max_val (%): 85.051 AUROC_real (%): 78.183

Epoch 569/600
235/235 - 6s - loss: 0.6228 - accuracy: 0.9365 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4782690703868866
	accuracy: 0.9557499885559082 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    40.350 85.365 78.875 83.043 84.534
	Acc: 0.956 OSCR : 76.262 AUROC_max_val (%): 85.365 AUROC_real (%): 77.944

Epoch 570/600
235/235 - 6s - loss: 0.6109 - accuracy: 0.9391 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45829057693481445
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.450 86.207 79.438 84.494 85.387
	Acc: 0.960 OSCR : 76.125 AUROC_max_val (%): 86.207 AUROC_real (%): 77.734

Epoch 571/600
235/235 - 6s - loss: 0.6095 - accuracy: 0.9389 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.48150742053985596
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.875 85.555 79.050 82.892 84.833
	Acc: 0.957 OSCR : 75.450 AUROC_max_val (%): 85.555 AUROC_real (%): 77.118

Epoch 572/600
235/235 - 6s - loss: 0.6089 - accuracy: 0.9381 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4666401743888855
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.725 86.477 79.950 84.539 85.372
	Acc: 0.959 OSCR : 76.070 AUROC_max_val (%): 86.477 AUROC_real (%): 77.673

Epoch 573/600
235/235 - 6s - loss: 0.6040 - accuracy: 0.9393 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4635024964809418
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.750 85.304 78.975 82.567 84.513
	Acc: 0.959 OSCR : 76.324 AUROC_max_val (%): 85.304 AUROC_real (%): 77.927

Epoch 574/600
235/235 - 6s - loss: 0.6073 - accuracy: 0.9383 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4596845507621765
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.925 86.140 79.688 84.063 85.244
	Acc: 0.958 OSCR : 76.068 AUROC_max_val (%): 86.140 AUROC_real (%): 77.683

Epoch 575/600
235/235 - 6s - loss: 0.6029 - accuracy: 0.9401 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44710102677345276
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.200 85.658 79.088 82.906 85.054
	Acc: 0.960 OSCR : 76.599 AUROC_max_val (%): 85.658 AUROC_real (%): 78.183

Epoch 576/600
235/235 - 6s - loss: 0.6142 - accuracy: 0.9379 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45542600750923157
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.875 85.594 79.188 83.076 85.011
	Acc: 0.960 OSCR : 76.778 AUROC_max_val (%): 85.594 AUROC_real (%): 78.395

Epoch 577/600
235/235 - 6s - loss: 0.6029 - accuracy: 0.9383 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44487500190734863
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.925 85.733 79.362 83.291 84.825
	Acc: 0.957 OSCR : 78.126 AUROC_max_val (%): 85.733 AUROC_real (%): 79.743

Epoch 578/600
235/235 - 6s - loss: 0.6039 - accuracy: 0.9392 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4519871473312378
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.475 85.533 79.113 82.899 84.740
	Acc: 0.959 OSCR : 77.041 AUROC_max_val (%): 85.533 AUROC_real (%): 78.635

Epoch 579/600
235/235 - 6s - loss: 0.6060 - accuracy: 0.9385 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4561465382575989
	accuracy: 0.9597499966621399 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    44.050 85.740 79.287 83.117 85.086
	Acc: 0.960 OSCR : 76.565 AUROC_max_val (%): 85.740 AUROC_real (%): 78.138

Epoch 580/600
235/235 - 6s - loss: 0.6091 - accuracy: 0.9377 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45173048973083496
	accuracy: 0.9572499990463257 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.900 85.452 79.125 82.875 84.781
	Acc: 0.957 OSCR : 76.475 AUROC_max_val (%): 85.452 AUROC_real (%): 78.064

Epoch 581/600
235/235 - 6s - loss: 0.5982 - accuracy: 0.9387 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45465633273124695
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.400 85.717 79.362 83.133 84.935
	Acc: 0.959 OSCR : 76.555 AUROC_max_val (%): 85.717 AUROC_real (%): 78.123

Epoch 582/600
235/235 - 6s - loss: 0.6008 - accuracy: 0.9407 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4566201865673065
	accuracy: 0.9605000019073486 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.025 85.902 79.500 83.823 85.108
	Acc: 0.961 OSCR : 76.137 AUROC_max_val (%): 85.902 AUROC_real (%): 77.715

Epoch 583/600
235/235 - 6s - loss: 0.5965 - accuracy: 0.9389 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4462295174598694
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.050 85.576 79.238 83.036 84.879
	Acc: 0.960 OSCR : 76.445 AUROC_max_val (%): 85.576 AUROC_real (%): 78.000

Epoch 584/600
235/235 - 6s - loss: 0.5957 - accuracy: 0.9406 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4432467222213745
	accuracy: 0.9599999785423279 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.000 86.088 79.712 83.900 85.299
	Acc: 0.960 OSCR : 77.007 AUROC_max_val (%): 86.088 AUROC_real (%): 78.578

Epoch 585/600
235/235 - 6s - loss: 0.5934 - accuracy: 0.9398 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4483475089073181
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.475 85.174 78.988 82.005 84.730
	Acc: 0.959 OSCR : 76.807 AUROC_max_val (%): 85.174 AUROC_real (%): 78.365

Epoch 586/600
235/235 - 6s - loss: 0.6045 - accuracy: 0.9390 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.446715384721756
	accuracy: 0.9580000042915344 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.050 85.464 79.325 82.907 84.884
	Acc: 0.958 OSCR : 76.786 AUROC_max_val (%): 85.464 AUROC_real (%): 78.357

Epoch 587/600
235/235 - 6s - loss: 0.6047 - accuracy: 0.9395 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.454461008310318
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    41.950 85.166 79.038 82.234 84.572
	Acc: 0.959 OSCR : 76.620 AUROC_max_val (%): 85.166 AUROC_real (%): 78.214

Epoch 588/600
235/235 - 6s - loss: 0.5805 - accuracy: 0.9416 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44243961572647095
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.225 85.521 79.263 82.872 84.913
	Acc: 0.959 OSCR : 76.936 AUROC_max_val (%): 85.521 AUROC_real (%): 78.491

Epoch 589/600
235/235 - 6s - loss: 0.5865 - accuracy: 0.9408 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4445233643054962
	accuracy: 0.9595000147819519 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.150 85.356 79.000 82.655 84.749
	Acc: 0.960 OSCR : 76.911 AUROC_max_val (%): 85.356 AUROC_real (%): 78.472

Epoch 590/600
235/235 - 6s - loss: 0.5886 - accuracy: 0.9404 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4477038085460663
	accuracy: 0.9592499732971191 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.900 85.298 78.950 82.521 84.742
	Acc: 0.959 OSCR : 76.771 AUROC_max_val (%): 85.298 AUROC_real (%): 78.335

Epoch 591/600
235/235 - 6s - loss: 0.5907 - accuracy: 0.9408 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45112764835357666
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    42.875 85.206 78.925 82.265 84.692
	Acc: 0.958 OSCR : 76.881 AUROC_max_val (%): 85.206 AUROC_real (%): 78.462

Epoch 592/600
235/235 - 6s - loss: 0.5894 - accuracy: 0.9403 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4560025632381439
	accuracy: 0.9574999809265137 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.250 85.095 78.812 82.085 84.637
	Acc: 0.958 OSCR : 76.660 AUROC_max_val (%): 85.095 AUROC_real (%): 78.262

Epoch 593/600
235/235 - 6s - loss: 0.5893 - accuracy: 0.9394 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44709014892578125
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.825 85.394 78.987 82.568 84.856
	Acc: 0.959 OSCR : 77.203 AUROC_max_val (%): 85.394 AUROC_real (%): 78.800

Epoch 594/600
235/235 - 6s - loss: 0.5824 - accuracy: 0.9415 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4546416103839874
	accuracy: 0.9577500224113464 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.500 85.286 78.975 82.330 84.798
	Acc: 0.958 OSCR : 76.658 AUROC_max_val (%): 85.286 AUROC_real (%): 78.271

Epoch 595/600
235/235 - 6s - loss: 0.5920 - accuracy: 0.9399 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.44855350255966187
	accuracy: 0.9589999914169312 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.675 85.434 79.062 82.621 84.907
	Acc: 0.959 OSCR : 76.959 AUROC_max_val (%): 85.434 AUROC_real (%): 78.553

Epoch 596/600
235/235 - 6s - loss: 0.5865 - accuracy: 0.9402 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45163384079933167
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.300 85.291 78.938 82.356 84.795
	Acc: 0.958 OSCR : 76.753 AUROC_max_val (%): 85.291 AUROC_real (%): 78.354

Epoch 597/600
235/235 - 6s - loss: 0.6029 - accuracy: 0.9388 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4473531246185303
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.200 85.392 79.050 82.513 84.884
	Acc: 0.958 OSCR : 77.043 AUROC_max_val (%): 85.392 AUROC_real (%): 78.636

Epoch 598/600
235/235 - 6s - loss: 0.5982 - accuracy: 0.9397 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.45047491788864136
	accuracy: 0.9582499861717224 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.475 85.351 78.987 82.427 84.862
	Acc: 0.958 OSCR : 76.821 AUROC_max_val (%): 85.351 AUROC_real (%): 78.413

Epoch 599/600
235/235 - 6s - loss: 0.5863 - accuracy: 0.9401 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4527842402458191
	accuracy: 0.9585000276565552 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.225 85.366 79.025 82.459 84.871
	Acc: 0.959 OSCR : 76.687 AUROC_max_val (%): 85.366 AUROC_real (%): 78.278

Epoch 600/600
235/235 - 6s - loss: 0.5904 - accuracy: 0.9403 - 6s/epoch - 25ms/step
Test results :
	Loss (on known):0.4496020972728729
	accuracy: 0.9587500095367432 
	       TNR    AUROC  DTACC  AUIN   AUOUT 
	Bas    43.525 85.361 79.013 82.454 84.856
	Acc: 0.959 OSCR : 76.897 AUROC_max_val (%): 85.361 AUROC_real (%): 78.485

--- Execution time : 1:07:30.626235 ---
Closed set loss: 0.4496021
Closed set metrics:
accuracy: 0.9587500095367432 

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W0905 07:59:53.342512 23143433344704 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 07:59:53.343174 23143433344704 utils.py:108] Saving model in results/benchmark_osr//standard_vgg32/dist/cifar10//split-4/nb_f-5/anchor_mul-10/max_d-12.649/model.save
WARNING:tensorflow:Compiled the loaded model, but the compiled metrics have yet to be built. `model.compile_metrics` will be empty until you train or evaluate the model.
W0905 07:59:53.343300 23143433344704 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 07:59:54.900010 23143433344704 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-4/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 07:59:55.373909 23143433344704 builder_impl.py:797] Assets written to: results/benchmark_osr//standard_vgg32/dist/cifar10//split-4/nb_f-5/anchor_mul-10/max_d-12.649/model.save/assets
I0905 07:59:55.433037 23143433344704 utils.py:112] Saving history in results/benchmark_osr//standard_vgg32/dist/cifar10//split-4/nb_f-5/anchor_mul-10/max_d-12.649/history.pkl
AUROC score: 0.78485496875
