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.
2021-10-06 10:27:44.983102: 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
2021-10-06 10:27:45.043082: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2197490000 Hz
2021-10-06 10:27:45.046213: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x56491924a730 executing computations on platform Host. Devices:
2021-10-06 10:27:45.046306: I tensorflow/compiler/xla/service/service.cc:158]   StreamExecutor device (0): <undefined>, <undefined>
2021-10-06 10:27:47.714753: 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
2021-10-06 10:27:48.263968: 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: 10.77GiB
2021-10-06 10:27:48.264135: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1512] Adding visible gpu devices: 0, 1
2021-10-06 10:27:48.268036: I tensorflow/core/common_runtime/gpu/gpu_device.cc:984] Device interconnect StreamExecutor with strength 1 edge matrix:
2021-10-06 10:27:48.268094: I tensorflow/core/common_runtime/gpu/gpu_device.cc:990]      0 1 
2021-10-06 10:27:48.268111: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1003] 0:   N N 
2021-10-06 10:27:48.268123: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1003] 1:   N N 
2021-10-06 10:27:48.268442: 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)
2021-10-06 10:27:48.291189: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:1 with 10481 MB memory) -> physical GPU (device: 1, name: GeForce GTX 1080 Ti, pci bus id: 0000:83:00.0, compute capability: 6.1)
2021-10-06 10:27:48.321511: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x56491a13b410 executing computations on platform CUDA. Devices:
2021-10-06 10:27:48.321595: I tensorflow/compiler/xla/service/service.cc:158]   StreamExecutor device (0): GeForce GTX 1080 Ti, Compute Capability 6.1
2021-10-06 10:27:48.321614: 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
2021-10-06 10:28:33.044552: I tensorflow/stream_executor/dso_loader.cc:152] successfully opened CUDA library libcublas.so.10.0 locally

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1208/1208 [==============================] - 262s 217ms/step - loss: 0.4819 - accuracy: 0.8230
val_acc: 0.83761, best_val_acc: 0.83761, test_acc: 0.83658

Epoch 2/50

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1208/1208 [==============================] - 245s 203ms/step - loss: 0.3686 - accuracy: 0.8573
val_acc: 0.85034, best_val_acc: 0.85034, test_acc: 0.84713

Epoch 3/50

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1208/1208 [==============================] - 247s 205ms/step - loss: 0.3076 - accuracy: 0.8825
val_acc: 0.84765, best_val_acc: 0.85034, test_acc: 0.84599

Epoch 4/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.2724 - accuracy: 0.8984
val_acc: 0.84144, best_val_acc: 0.85034, test_acc: 0.84248

Epoch 5/50

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1208/1208 [==============================] - 245s 203ms/step - loss: 0.2311 - accuracy: 0.9162
val_acc: 0.84082, best_val_acc: 0.85034, test_acc: 0.83823

Epoch 6/50

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1208/1208 [==============================] - 245s 203ms/step - loss: 0.1851 - accuracy: 0.9370
val_acc: 0.83637, best_val_acc: 0.85034, test_acc: 0.83482

Epoch 7/50

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1208/1208 [==============================] - 249s 206ms/step - loss: 0.1383 - accuracy: 0.9555
val_acc: 0.83037, best_val_acc: 0.85034, test_acc: 0.82654

Epoch 8/50

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1208/1208 [==============================] - 245s 203ms/step - loss: 0.0968 - accuracy: 0.9717
val_acc: 0.82871, best_val_acc: 0.85034, test_acc: 0.82819

Epoch 9/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.0660 - accuracy: 0.9823
val_acc: 0.82343, best_val_acc: 0.85034, test_acc: 0.81867

Epoch 10/50

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1208/1208 [==============================] - 249s 206ms/step - loss: 0.0457 - accuracy: 0.9881
val_acc: 0.82074, best_val_acc: 0.85034, test_acc: 0.81929

Epoch 11/50

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1208/1208 [==============================] - 247s 204ms/step - loss: 0.0338 - accuracy: 0.9911
val_acc: 0.82550, best_val_acc: 0.85034, test_acc: 0.82116

Epoch 12/50

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1208/1208 [==============================] - 247s 205ms/step - loss: 0.0268 - accuracy: 0.9927
val_acc: 0.81733, best_val_acc: 0.85034, test_acc: 0.81184

Epoch 13/50

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1208/1208 [==============================] - 249s 206ms/step - loss: 0.0240 - accuracy: 0.9931
val_acc: 0.81639, best_val_acc: 0.85034, test_acc: 0.81288

Epoch 14/50

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1208/1208 [==============================] - 247s 205ms/step - loss: 0.0210 - accuracy: 0.9938
val_acc: 0.81929, best_val_acc: 0.85034, test_acc: 0.81733

Epoch 15/50

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1208/1208 [==============================] - 246s 204ms/step - loss: 0.0185 - accuracy: 0.9942
val_acc: 0.81557, best_val_acc: 0.85034, test_acc: 0.81298

Epoch 16/50

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1208/1208 [==============================] - 248s 206ms/step - loss: 0.0182 - accuracy: 0.9940
val_acc: 0.82147, best_val_acc: 0.85034, test_acc: 0.81960

Epoch 17/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.0166 - accuracy: 0.9947
val_acc: 0.82198, best_val_acc: 0.85034, test_acc: 0.82033

Epoch 18/50

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1208/1208 [==============================] - 246s 204ms/step - loss: 0.0168 - accuracy: 0.9943
val_acc: 0.82250, best_val_acc: 0.85034, test_acc: 0.82002

Epoch 19/50

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1208/1208 [==============================] - 250s 207ms/step - loss: 0.0154 - accuracy: 0.9946
val_acc: 0.81795, best_val_acc: 0.85034, test_acc: 0.82043

Epoch 20/50

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1208/1208 [==============================] - 247s 204ms/step - loss: 0.0151 - accuracy: 0.9944
val_acc: 0.82385, best_val_acc: 0.85034, test_acc: 0.82405

Epoch 21/50

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1208/1208 [==============================] - 247s 205ms/step - loss: 0.0145 - accuracy: 0.9948
val_acc: 0.82157, best_val_acc: 0.85034, test_acc: 0.81877

Epoch 22/50

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1208/1208 [==============================] - 249s 206ms/step - loss: 0.0134 - accuracy: 0.9950
val_acc: 0.82354, best_val_acc: 0.85034, test_acc: 0.82105

Epoch 23/50

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1208/1208 [==============================] - 247s 204ms/step - loss: 0.0145 - accuracy: 0.9946
val_acc: 0.82064, best_val_acc: 0.85034, test_acc: 0.82136

Epoch 24/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.0161 - accuracy: 0.9940
val_acc: 0.82012, best_val_acc: 0.85034, test_acc: 0.81971

Epoch 25/50

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1208/1208 [==============================] - 248s 206ms/step - loss: 0.0141 - accuracy: 0.9945
val_acc: 0.81453, best_val_acc: 0.85034, test_acc: 0.81836

Epoch 26/50

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1208/1208 [==============================] - 246s 204ms/step - loss: 0.0129 - accuracy: 0.9948
val_acc: 0.81567, best_val_acc: 0.85034, test_acc: 0.81722

Epoch 27/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.0134 - accuracy: 0.9949
val_acc: 0.81960, best_val_acc: 0.85034, test_acc: 0.81598

Epoch 28/50

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1208/1208 [==============================] - 247s 204ms/step - loss: 0.0148 - accuracy: 0.9942
val_acc: 0.82002, best_val_acc: 0.85034, test_acc: 0.82116

Epoch 29/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.0133 - accuracy: 0.9947
val_acc: 0.82126, best_val_acc: 0.85034, test_acc: 0.82012

Epoch 30/50

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1208/1208 [==============================] - 249s 206ms/step - loss: 0.0112 - accuracy: 0.9951
val_acc: 0.81225, best_val_acc: 0.85034, test_acc: 0.81691

Epoch 31/50

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1208/1208 [==============================] - 245s 203ms/step - loss: 0.0150 - accuracy: 0.9942
val_acc: 0.81515, best_val_acc: 0.85034, test_acc: 0.81784

Epoch 32/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.0142 - accuracy: 0.9943
val_acc: 0.82022, best_val_acc: 0.85034, test_acc: 0.82209

Epoch 33/50

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1208/1208 [==============================] - 249s 206ms/step - loss: 0.0106 - accuracy: 0.9954
val_acc: 0.81536, best_val_acc: 0.85034, test_acc: 0.81929

Epoch 34/50

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1208/1208 [==============================] - 247s 204ms/step - loss: 0.0107 - accuracy: 0.9953
val_acc: 0.81867, best_val_acc: 0.85034, test_acc: 0.82229

Epoch 35/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.0173 - accuracy: 0.9933
val_acc: 0.81805, best_val_acc: 0.85034, test_acc: 0.81784

Epoch 36/50

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1208/1208 [==============================] - 249s 206ms/step - loss: 0.0147 - accuracy: 0.9944
val_acc: 0.82074, best_val_acc: 0.85034, test_acc: 0.82033

Epoch 37/50

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1208/1208 [==============================] - 246s 204ms/step - loss: 0.0118 - accuracy: 0.9950
val_acc: 0.81991, best_val_acc: 0.85034, test_acc: 0.82436

Epoch 38/50

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1208/1208 [==============================] - 247s 204ms/step - loss: 0.0127 - accuracy: 0.9947
val_acc: 0.81991, best_val_acc: 0.85034, test_acc: 0.82312

Epoch 39/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.0103 - accuracy: 0.9955
val_acc: 0.81929, best_val_acc: 0.85034, test_acc: 0.82561

Epoch 40/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.0144 - accuracy: 0.9942
val_acc: 0.81339, best_val_acc: 0.85034, test_acc: 0.81629

Epoch 41/50

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1208/1208 [==============================] - 247s 204ms/step - loss: 0.0133 - accuracy: 0.9947
val_acc: 0.82074, best_val_acc: 0.85034, test_acc: 0.81929

Epoch 42/50

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1208/1208 [==============================] - 249s 206ms/step - loss: 0.0114 - accuracy: 0.9949
val_acc: 0.82271, best_val_acc: 0.85034, test_acc: 0.82147

Epoch 43/50

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1208/1208 [==============================] - 250s 207ms/step - loss: 0.0122 - accuracy: 0.9950
val_acc: 0.82167, best_val_acc: 0.85034, test_acc: 0.82022

Epoch 44/50

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1208/1208 [==============================] - 246s 203ms/step - loss: 0.0133 - accuracy: 0.9944
val_acc: 0.81546, best_val_acc: 0.85034, test_acc: 0.81815

Epoch 45/50

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1208/1208 [==============================] - 248s 205ms/step - loss: 0.0124 - accuracy: 0.9949
val_acc: 0.81898, best_val_acc: 0.85034, test_acc: 0.81846

Epoch 46/50

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1208/1208 [==============================] - 250s 207ms/step - loss: 0.0117 - accuracy: 0.9951
val_acc: 0.82550, best_val_acc: 0.85034, test_acc: 0.82529

Epoch 47/50

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val_acc: 0.81898, best_val_acc: 0.85034, test_acc: 0.82136

Epoch 48/50

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1208/1208 [==============================] - 247s 205ms/step - loss: 0.0117 - accuracy: 0.9949
val_acc: 0.80770, best_val_acc: 0.85034, test_acc: 0.80811

Epoch 49/50

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1208/1208 [==============================] - 250s 207ms/step - loss: 0.0145 - accuracy: 0.9938
val_acc: 0.82012, best_val_acc: 0.85034, test_acc: 0.81909

Epoch 50/50

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1208/1208 [==============================] - 249s 206ms/step - loss: 0.0113 - accuracy: 0.9950
val_acc: 0.82002, best_val_acc: 0.85034, test_acc: 0.81764

final test acc: 0.847133

