nohup: 忽略输入
Traceback (most recent call last):
  File "model_1006.py", line 1, in <module>
    from bert4keras.backend import keras, set_gelu
  File "/home/xinyu/anaconda3/lib/python3.8/site-packages/bert4keras/backend.py", line 8, in <module>
    import tensorflow as tf
ModuleNotFoundError: No module named 'tensorflow'
nohup: 忽略输入
/home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:526: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_qint8 = np.dtype([("qint8", np.int8, 1)])
/home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:527: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_quint8 = np.dtype([("quint8", np.uint8, 1)])
/home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:528: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_qint16 = np.dtype([("qint16", np.int16, 1)])
/home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:529: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_quint16 = np.dtype([("quint16", np.uint16, 1)])
/home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:530: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  _np_qint32 = np.dtype([("qint32", np.int32, 1)])
/home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:535: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
  np_resource = np.dtype([("resource", np.ubyte, 1)])
Using TensorFlow backend.
WARNING:tensorflow:From /home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/tensorflow/python/ops/resource_variable_ops.py:435: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.
Instructions for updating:
Colocations handled automatically by placer.
2021-10-07 11:42:48.755856: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2021-10-07 11:42:48.820416: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2197490000 Hz
2021-10-07 11:42:48.822717: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x5561fd2191e0 executing computations on platform Host. Devices:
2021-10-07 11:42:48.822763: I tensorflow/compiler/xla/service/service.cc:158]   StreamExecutor device (0): <undefined>, <undefined>
2021-10-07 11:42:49.557857: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1433] Found device 0 with properties: 
name: GeForce GTX 1080 Ti major: 6 minor: 1 memoryClockRate(GHz): 1.582
pciBusID: 0000:04:00.0
totalMemory: 10.92GiB freeMemory: 10.77GiB
2021-10-07 11:42:49.970595: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1433] Found device 1 with properties: 
name: GeForce GTX 1080 Ti major: 6 minor: 1 memoryClockRate(GHz): 1.582
pciBusID: 0000:83:00.0
totalMemory: 10.92GiB freeMemory: 4.08GiB
2021-10-07 11:42:49.999695: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1512] Adding visible gpu devices: 0, 1
2021-10-07 11:42:50.042119: I tensorflow/core/common_runtime/gpu/gpu_device.cc:984] Device interconnect StreamExecutor with strength 1 edge matrix:
2021-10-07 11:42:50.042209: I tensorflow/core/common_runtime/gpu/gpu_device.cc:990]      0 1 
2021-10-07 11:42:50.042229: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1003] 0:   N N 
2021-10-07 11:42:50.042257: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1003] 1:   N N 
2021-10-07 11:42:50.046036: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10481 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1080 Ti, pci bus id: 0000:04:00.0, compute capability: 6.1)
2021-10-07 11:42:50.065415: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:1 with 3882 MB memory) -> physical GPU (device: 1, name: GeForce GTX 1080 Ti, pci bus id: 0000:83:00.0, compute capability: 6.1)
2021-10-07 11:42:50.129498: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x5561fe109f80 executing computations on platform CUDA. Devices:
2021-10-07 11:42:50.129591: I tensorflow/compiler/xla/service/service.cc:158]   StreamExecutor device (0): GeForce GTX 1080 Ti, Compute Capability 6.1
2021-10-07 11:42:50.129608: I tensorflow/compiler/xla/service/service.cc:158]   StreamExecutor device (1): GeForce GTX 1080 Ti, Compute Capability 6.1
Model: "model_2"
__________________________________________________________________________________________________
Layer (type)                    Output Shape         Param #     Connected to                     
==================================================================================================
Input-Token (InputLayer)        (None, None)         0                                            
__________________________________________________________________________________________________
Input-Segment (InputLayer)      (None, None)         0                                            
__________________________________________________________________________________________________
Embedding-Token (Embedding)     (None, None, 128)    2704384     Input-Token[0][0]                
__________________________________________________________________________________________________
Embedding-Segment (Embedding)   (None, None, 128)    256         Input-Segment[0][0]              
__________________________________________________________________________________________________
Embedding-Token-Segment (Add)   (None, None, 128)    0           Embedding-Token[0][0]            
                                                                 Embedding-Segment[0][0]          
__________________________________________________________________________________________________
Embedding-Position (PositionEmb (None, None, 128)    65536       Embedding-Token-Segment[0][0]    
__________________________________________________________________________________________________
Embedding-Norm (LayerNormalizat (None, None, 128)    256         Embedding-Position[0][0]         
__________________________________________________________________________________________________
Embedding-Mapping (Dense)       (None, None, 384)    49536       Embedding-Norm[0][0]             
__________________________________________________________________________________________________
Transformer-MultiHeadSelfAttent (None, None, 384)    591360      Embedding-Mapping[0][0]          
                                                                 Embedding-Mapping[0][0]          
                                                                 Embedding-Mapping[0][0]          
                                                                 Transformer-FeedForward-Norm[0][0
                                                                 Transformer-FeedForward-Norm[0][0
                                                                 Transformer-FeedForward-Norm[0][0
                                                                 Transformer-FeedForward-Norm[1][0
                                                                 Transformer-FeedForward-Norm[1][0
                                                                 Transformer-FeedForward-Norm[1][0
                                                                 Transformer-FeedForward-Norm[2][0
                                                                 Transformer-FeedForward-Norm[2][0
                                                                 Transformer-FeedForward-Norm[2][0
                                                                 Transformer-FeedForward-Norm[3][0
                                                                 Transformer-FeedForward-Norm[3][0
                                                                 Transformer-FeedForward-Norm[3][0
                                                                 Transformer-FeedForward-Norm[4][0
                                                                 Transformer-FeedForward-Norm[4][0
                                                                 Transformer-FeedForward-Norm[4][0
__________________________________________________________________________________________________
Transformer-MultiHeadSelfAttent (None, None, 384)    0           Embedding-Mapping[0][0]          
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward-Norm[0][0
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward-Norm[1][0
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward-Norm[2][0
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward-Norm[3][0
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward-Norm[4][0
                                                                 Transformer-MultiHeadSelfAttentio
__________________________________________________________________________________________________
Transformer-MultiHeadSelfAttent (None, None, 384)    768         Transformer-MultiHeadSelfAttentio
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-MultiHeadSelfAttentio
__________________________________________________________________________________________________
Transformer-FeedForward (FeedFo (None, None, 384)    1181568     Transformer-MultiHeadSelfAttentio
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-MultiHeadSelfAttentio
__________________________________________________________________________________________________
Transformer-FeedForward-Add (Ad (None, None, 384)    0           Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward[0][0]    
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward[1][0]    
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward[2][0]    
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward[3][0]    
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward[4][0]    
                                                                 Transformer-MultiHeadSelfAttentio
                                                                 Transformer-FeedForward[5][0]    
__________________________________________________________________________________________________
Transformer-FeedForward-Norm (L (None, None, 384)    768         Transformer-FeedForward-Add[0][0]
                                                                 Transformer-FeedForward-Add[1][0]
                                                                 Transformer-FeedForward-Add[2][0]
                                                                 Transformer-FeedForward-Add[3][0]
                                                                 Transformer-FeedForward-Add[4][0]
                                                                 Transformer-FeedForward-Add[5][0]
__________________________________________________________________________________________________
CLS-token (Lambda)              (None, 384)          0           Transformer-FeedForward-Norm[5][0
__________________________________________________________________________________________________
dense_7 (Dense)                 (None, 3)            1155        CLS-token[0][0]                  
==================================================================================================
Total params: 4,595,587
Trainable params: 4,595,587
Non-trainable params: 0
__________________________________________________________________________________________________
WARNING:tensorflow:From /home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/tensorflow/python/ops/math_ops.py:3066: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.cast instead.
Epoch 1/50
2021-10-07 11:43:42.631731: I tensorflow/stream_executor/dso_loader.cc:152] successfully opened CUDA library libcublas.so.10.0 locally

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735/735 [==============================] - 165s 224ms/step - loss: 0.9394 - accuracy: 0.5205
val_acc: 0.60238, best_val_acc: 0.60238, test_acc: 0.58723

Epoch 2/50

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735/735 [==============================] - 146s 198ms/step - loss: 0.8130 - accuracy: 0.6115
val_acc: 0.61838, best_val_acc: 0.61838, test_acc: 0.61345

Epoch 3/50

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735/735 [==============================] - 150s 204ms/step - loss: 0.6899 - accuracy: 0.6841
val_acc: 0.62791, best_val_acc: 0.62791, test_acc: 0.61515

Epoch 4/50

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735/735 [==============================] - 149s 202ms/step - loss: 0.5719 - accuracy: 0.7542
val_acc: 0.61634, best_val_acc: 0.62791, test_acc: 0.61123

Epoch 5/50

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735/735 [==============================] - 147s 200ms/step - loss: 0.5053 - accuracy: 0.7923
val_acc: 0.60374, best_val_acc: 0.62791, test_acc: 0.60426

Epoch 6/50

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735/735 [==============================] - 148s 202ms/step - loss: 0.4325 - accuracy: 0.8319
val_acc: 0.59813, best_val_acc: 0.62791, test_acc: 0.60477

Epoch 7/50

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735/735 [==============================] - 148s 201ms/step - loss: 0.3553 - accuracy: 0.8717
val_acc: 0.58877, best_val_acc: 0.62791, test_acc: 0.59234

Epoch 8/50

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735/735 [==============================] - 147s 200ms/step - loss: 0.2814 - accuracy: 0.9053
val_acc: 0.58009, best_val_acc: 0.62791, test_acc: 0.59013

Epoch 9/50

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735/735 [==============================] - 150s 204ms/step - loss: 0.2152 - accuracy: 0.9342
val_acc: 0.57515, best_val_acc: 0.62791, test_acc: 0.57617

Epoch 10/50

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735/735 [==============================] - 147s 201ms/step - loss: 0.1610 - accuracy: 0.9538
val_acc: 0.57396, best_val_acc: 0.62791, test_acc: 0.57940

Epoch 11/50

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735/735 [==============================] - 147s 201ms/step - loss: 0.1201 - accuracy: 0.9678
val_acc: 0.57651, best_val_acc: 0.62791, test_acc: 0.57583

Epoch 12/50

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735/735 [==============================] - 149s 202ms/step - loss: 0.0930 - accuracy: 0.9741
val_acc: 0.56647, best_val_acc: 0.62791, test_acc: 0.57209

Epoch 13/50

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735/735 [==============================] - 146s 198ms/step - loss: 0.0754 - accuracy: 0.9774
val_acc: 0.57226, best_val_acc: 0.62791, test_acc: 0.57668

Epoch 14/50

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735/735 [==============================] - 146s 199ms/step - loss: 0.0647 - accuracy: 0.9796
val_acc: 0.56613, best_val_acc: 0.62791, test_acc: 0.57532

Epoch 15/50

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735/735 [==============================] - 148s 202ms/step - loss: 0.0580 - accuracy: 0.9816
val_acc: 0.57021, best_val_acc: 0.62791, test_acc: 0.57345

Epoch 16/50

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735/735 [==============================] - 147s 200ms/step - loss: 0.0533 - accuracy: 0.9815
val_acc: 0.56749, best_val_acc: 0.62791, test_acc: 0.57089

Epoch 17/50

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735/735 [==============================] - 148s 202ms/step - loss: 0.0506 - accuracy: 0.9820
val_acc: 0.56766, best_val_acc: 0.62791, test_acc: 0.56902

Epoch 18/50

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735/735 [==============================] - 150s 203ms/step - loss: 0.0482 - accuracy: 0.9818
val_acc: 0.56902, best_val_acc: 0.62791, test_acc: 0.57345

Epoch 19/50

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735/735 [==============================] - 146s 199ms/step - loss: 0.0457 - accuracy: 0.9820
val_acc: 0.57089, best_val_acc: 0.62791, test_acc: 0.57294

Epoch 20/50

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735/735 [==============================] - 146s 199ms/step - loss: 0.0430 - accuracy: 0.9822
val_acc: 0.57464, best_val_acc: 0.62791, test_acc: 0.57106

Epoch 21/50

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735/735 [==============================] - 147s 200ms/step - loss: 0.0420 - accuracy: 0.9824
val_acc: 0.56630, best_val_acc: 0.62791, test_acc: 0.56902

Epoch 22/50

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735/735 [==============================] - 147s 200ms/step - loss: 0.0411 - accuracy: 0.9827
val_acc: 0.57157, best_val_acc: 0.62791, test_acc: 0.57362

Epoch 23/50

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735/735 [==============================] - 148s 202ms/step - loss: 0.0400 - accuracy: 0.9827
val_acc: 0.56647, best_val_acc: 0.62791, test_acc: 0.57362

Epoch 24/50

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735/735 [==============================] - 149s 202ms/step - loss: 0.0426 - accuracy: 0.9820
val_acc: 0.57174, best_val_acc: 0.62791, test_acc: 0.57191

Epoch 25/50

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735/735 [==============================] - 145s 198ms/step - loss: 0.0377 - accuracy: 0.9826
val_acc: 0.57123, best_val_acc: 0.62791, test_acc: 0.57481

Epoch 26/50

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735/735 [==============================] - 148s 202ms/step - loss: 0.0362 - accuracy: 0.9837
val_acc: 0.56426, best_val_acc: 0.62791, test_acc: 0.56681

Epoch 27/50

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735/735 [==============================] - 149s 202ms/step - loss: 0.0366 - accuracy: 0.9830
val_acc: 0.57651, best_val_acc: 0.62791, test_acc: 0.57277

Epoch 28/50

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735/735 [==============================] - 148s 201ms/step - loss: 0.0380 - accuracy: 0.9828
val_acc: 0.57089, best_val_acc: 0.62791, test_acc: 0.57464

Epoch 29/50

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735/735 [==============================] - 149s 202ms/step - loss: 0.0407 - accuracy: 0.9825
val_acc: 0.57277, best_val_acc: 0.62791, test_acc: 0.56545

Epoch 30/50

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735/735 [==============================] - 149s 203ms/step - loss: 0.0360 - accuracy: 0.9828
val_acc: 0.57549, best_val_acc: 0.62791, test_acc: 0.57770

Epoch 31/50

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735/735 [==============================] - 146s 198ms/step - loss: 0.0335 - accuracy: 0.9836
val_acc: 0.57481, best_val_acc: 0.62791, test_acc: 0.57685

Epoch 32/50

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735/735 [==============================] - 149s 202ms/step - loss: 0.0335 - accuracy: 0.9833
val_acc: 0.57634, best_val_acc: 0.62791, test_acc: 0.57651

Epoch 33/50

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735/735 [==============================] - 148s 201ms/step - loss: 0.0345 - accuracy: 0.9830
val_acc: 0.57379, best_val_acc: 0.62791, test_acc: 0.57532

Epoch 34/50

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735/735 [==============================] - 149s 202ms/step - loss: 0.0349 - accuracy: 0.9831
val_acc: 0.57021, best_val_acc: 0.62791, test_acc: 0.57140

Epoch 35/50

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735/735 [==============================] - 150s 204ms/step - loss: 0.0356 - accuracy: 0.9836
val_acc: 0.57191, best_val_acc: 0.62791, test_acc: 0.57311

Epoch 36/50

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735/735 [==============================] - 148s 202ms/step - loss: 0.0400 - accuracy: 0.9819
val_acc: 0.56885, best_val_acc: 0.62791, test_acc: 0.57464

Epoch 37/50

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735/735 [==============================] - 145s 198ms/step - loss: 0.0360 - accuracy: 0.9833
val_acc: 0.57413, best_val_acc: 0.62791, test_acc: 0.57174

Epoch 38/50

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735/735 [==============================] - 149s 202ms/step - loss: 0.0324 - accuracy: 0.9841
val_acc: 0.57123, best_val_acc: 0.62791, test_acc: 0.56851

Epoch 39/50

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735/735 [==============================] - 147s 199ms/step - loss: 0.0310 - accuracy: 0.9838
val_acc: 0.57430, best_val_acc: 0.62791, test_acc: 0.57157

Epoch 40/50

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735/735 [==============================] - 149s 202ms/step - loss: 0.0315 - accuracy: 0.9839
val_acc: 0.57311, best_val_acc: 0.62791, test_acc: 0.57038

Epoch 41/50

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735/735 [==============================] - 149s 203ms/step - loss: 0.0321 - accuracy: 0.9837
val_acc: 0.57702, best_val_acc: 0.62791, test_acc: 0.57311

Epoch 42/50

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735/735 [==============================] - 147s 200ms/step - loss: 0.0337 - accuracy: 0.9831
val_acc: 0.58043, best_val_acc: 0.62791, test_acc: 0.57038

Epoch 43/50

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735/735 [==============================] - 146s 199ms/step - loss: 0.0425 - accuracy: 0.9810
val_acc: 0.57481, best_val_acc: 0.62791, test_acc: 0.56902

Epoch 44/50

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735/735 [==============================] - 148s 202ms/step - loss: 0.0335 - accuracy: 0.9840
val_acc: 0.57787, best_val_acc: 0.62791, test_acc: 0.57260

Epoch 45/50

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735/735 [==============================] - 147s 200ms/step - loss: 0.0307 - accuracy: 0.9844
val_acc: 0.57106, best_val_acc: 0.62791, test_acc: 0.57464

Epoch 46/50

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735/735 [==============================] - 148s 202ms/step - loss: 0.0300 - accuracy: 0.9842
val_acc: 0.57634, best_val_acc: 0.62791, test_acc: 0.57447

Epoch 47/50

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735/735 [==============================] - 150s 204ms/step - loss: 0.0304 - accuracy: 0.9840
val_acc: 0.57430, best_val_acc: 0.62791, test_acc: 0.57379

Epoch 48/50

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735/735 [==============================] - 149s 202ms/step - loss: 0.0313 - accuracy: 0.9842
val_acc: 0.57770, best_val_acc: 0.62791, test_acc: 0.57430

Epoch 49/50

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735/735 [==============================] - 147s 200ms/step - loss: 0.0317 - accuracy: 0.9840
val_acc: 0.57804, best_val_acc: 0.62791, test_acc: 0.57889

Epoch 50/50

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735/735 [==============================] - 147s 199ms/step - loss: 0.0332 - accuracy: 0.9832
val_acc: 0.57277, best_val_acc: 0.62791, test_acc: 0.57430

final test acc: 0.615149

