안녕하세요, 구글 코랩에서 추가적으로 test.py 를 실행했을 경우

!python train.py

아래와 같은 에러가 발생합니다. 코랩에서는, 해당 스크립트를 실행하지 못하는데 해결방법이 있을까요?

2023-03-11 14:02:16.774499: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer.so.7'; dlerror: libnvinfer.so.7: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/lib/python3.9/dist-packages/cv2/../../lib64:/usr/lib64-nvidia
2023-03-11 14:02:16.774586: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer_plugin.so.7'; dlerror: libnvinfer_plugin.so.7: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/lib/python3.9/dist-packages/cv2/../../lib64:/usr/lib64-nvidia
2023-03-11 14:02:16.774603: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.
WARNING:absl:`TensorInfo.dtype` is deprecated. Please change your code to use NumPy with the field `TensorInfo.np_dtype` or use TensorFlow with the field `TensorInfo.tf_dtype`.
WARNING:absl:You use TensorFlow DType  in tfds.features This will soon be deprecated in favor of NumPy DTypes. In the meantime it was converted to float32.
WARNING:absl:`TensorInfo.dtype` is deprecated. Please change your code to use NumPy with the field `TensorInfo.np_dtype` or use TensorFlow with the field `TensorInfo.tf_dtype`.
WARNING:absl:You use TensorFlow DType  in tfds.features This will soon be deprecated in favor of NumPy DTypes. In the meantime it was converted to bool.
WARNING:absl:`TensorInfo.dtype` is deprecated. Please change your code to use NumPy with the field `TensorInfo.np_dtype` or use TensorFlow with the field `TensorInfo.tf_dtype`.
WARNING:absl:`TensorInfo.dtype` is deprecated. Please change your code to use NumPy with the field `TensorInfo.np_dtype` or use TensorFlow with the field `TensorInfo.tf_dtype`.
WARNING:absl:You use TensorFlow DType  in tfds.features This will soon be deprecated in favor of NumPy DTypes. In the meantime it was converted to int64.
WARNING:absl:`TensorInfo.dtype` is deprecated. Please change your code to use NumPy with the field `TensorInfo.np_dtype` or use TensorFlow with the field `TensorInfo.tf_dtype`.
WARNING:absl:`TensorInfo.dtype` is deprecated. Please change your code to use NumPy with the field `TensorInfo.np_dtype` or use TensorFlow with the field `TensorInfo.tf_dtype`.
WARNING:absl:`TensorInfo.dtype` is deprecated. Please change your code to use NumPy with the field `TensorInfo.np_dtype` or use TensorFlow with the field `TensorInfo.tf_dtype`.
2023-03-11 14:02:19.478223: W tensorflow/core/common_runtime/gpu/gpu_bfc_allocator.cc:42] Overriding orig_value setting because the TF_FORCE_GPU_ALLOW_GROWTH environment variable is set. Original config value was 0.
WARNING:absl:`TensorInfo.dtype` is deprecated. Please change your code to use NumPy with the field `TensorInfo.np_dtype` or use TensorFlow with the field `TensorInfo.tf_dtype`.
WARNING:absl:`TensorInfo.dtype` is deprecated. Please change your code to use NumPy with the field `TensorInfo.np_dtype` or use TensorFlow with the field `TensorInfo.tf_dtype`.
WARNING:absl:`TensorInfo.dtype` is deprecated. Please change your code to use NumPy with the field `TensorInfo.np_dtype` or use TensorFlow with the field `TensorInfo.tf_dtype`.
Model: "model"
__________________________________________________________________________________________________
 Layer (type)                   Output Shape         Param #     Connected to                     
==================================================================================================
 input_1 (InputLayer)           [(None, 224, 224, 3  0           []                               
                                )]                                                                
                                                                                                  
 conv2d (Conv2D)                (None, 111, 111, 32  864         ['input_1[0][0]']                
                                )                                                                 
                                                                                                  
 batch_normalization (BatchNorm  (None, 111, 111, 32  96         ['conv2d[0][0]']                 
 alization)                     )                                                                 
                                                                                                  
 activation (Activation)        (None, 111, 111, 32  0           ['batch_normalization[0][0]']    
                                )                                                                 
                                                                                                  
 conv2d_1 (Conv2D)              (None, 109, 109, 32  9216        ['activation[0][0]']             
                                )                                                                 
                                                                                                  
 batch_normalization_1 (BatchNo  (None, 109, 109, 32  96         ['conv2d_1[0][0]']               
 rmalization)                   )                                                                 
                                                                                                  
 activation_1 (Activation)      (None, 109, 109, 32  0           ['batch_normalization_1[0][0]']  
                                )                                                                 
                                                                                                  
 conv2d_2 (Conv2D)              (None, 109, 109, 64  18432       ['activation_1[0][0]']           
                                )                                                                 
                                                                                                  
 batch_normalization_2 (BatchNo  (None, 109, 109, 64  192        ['conv2d_2[0][0]']               
 rmalization)                   )                                                                 
                                                                                                  
 activation_2 (Activation)      (None, 109, 109, 64  0           ['batch_normalization_2[0][0]']  
                                )                                                                 
                                                                                                  
 max_pooling2d (MaxPooling2D)   (None, 54, 54, 64)   0           ['activation_2[0][0]']           
                                                                                                  
 conv2d_3 (Conv2D)              (None, 54, 54, 80)   5120        ['max_pooling2d[0][0]']          
                                                                                                  
 batch_normalization_3 (BatchNo  (None, 54, 54, 80)  240         ['conv2d_3[0][0]']               
 rmalization)                                                                                     
                                                                                                  
 activation_3 (Activation)      (None, 54, 54, 80)   0           ['batch_normalization_3[0][0]']  
                                                                                                  
 conv2d_4 (Conv2D)              (None, 52, 52, 192)  138240      ['activation_3[0][0]']           
                                                                                                  
 batch_normalization_4 (BatchNo  (None, 52, 52, 192)  576        ['conv2d_4[0][0]']               
 rmalization)                                                                                     
                                                                                                  
 activation_4 (Activation)      (None, 52, 52, 192)  0           ['batch_normalization_4[0][0]']  
                                                                                                  
 max_pooling2d_1 (MaxPooling2D)  (None, 25, 25, 192)  0          ['activation_4[0][0]']           
                                                                                                  
 conv2d_8 (Conv2D)              (None, 25, 25, 64)   12288       ['max_pooling2d_1[0][0]']        
                                                                                                  
 batch_normalization_8 (BatchNo  (None, 25, 25, 64)  192         ['conv2d_8[0][0]']               
 rmalization)                                                                                     
                                                                                                  
 activation_8 (Activation)      (None, 25, 25, 64)   0           ['batch_normalization_8[0][0]']  
                                                                                                  
 conv2d_6 (Conv2D)              (None, 25, 25, 48)   9216        ['max_pooling2d_1[0][0]']        
                                                                                                  
 conv2d_9 (Conv2D)              (None, 25, 25, 96)   55296       ['activation_8[0][0]']           
                                                                                                  
 batch_normalization_6 (BatchNo  (None, 25, 25, 48)  144         ['conv2d_6[0][0]']               
 rmalization)                                                                                     
                                                                                                  
 batch_normalization_9 (BatchNo  (None, 25, 25, 96)  288         ['conv2d_9[0][0]']               
 rmalization)                                                                                     
                                                                                                  
 activation_6 (Activation)      (None, 25, 25, 48)   0           ['batch_normalization_6[0][0]']  
                                                                                                  
 activation_9 (Activation)      (None, 25, 25, 96)   0           ['batch_normalization_9[0][0]']  
                                                                                                  
 average_pooling2d (AveragePool  (None, 25, 25, 192)  0          ['max_pooling2d_1[0][0]']        
 ing2D)                                                                                           
                                                                                                  
 conv2d_5 (Conv2D)              (None, 25, 25, 64)   12288       ['max_pooling2d_1[0][0]']        
                                                                                                  
 conv2d_7 (Conv2D)              (None, 25, 25, 64)   76800       ['activation_6[0][0]']           
                                                                                                  
 conv2d_10 (Conv2D)             (None, 25, 25, 96)   82944       ['activation_9[0][0]']           
                                                                                                  
 conv2d_11 (Conv2D)             (None, 25, 25, 32)   6144        ['average_pooling2d[0][0]']      
                                                                                                  
 batch_normalization_5 (BatchNo  (None, 25, 25, 64)  192         ['conv2d_5[0][0]']               
 rmalization)                                                                                     
                                                                                                  
 batch_normalization_7 (BatchNo  (None, 25, 25, 64)  192         ['conv2d_7[0][0]']               
 rmalization)                                                                                     
                                                                                                  
 batch_normalization_10 (BatchN  (None, 25, 25, 96)  288         ['conv2d_10[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_11 (BatchN  (None, 25, 25, 32)  96          ['conv2d_11[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_5 (Activation)      (None, 25, 25, 64)   0           ['batch_normalization_5[0][0]']  
                                                                                                  
 activation_7 (Activation)      (None, 25, 25, 64)   0           ['batch_normalization_7[0][0]']  
                                                                                                  
 activation_10 (Activation)     (None, 25, 25, 96)   0           ['batch_normalization_10[0][0]'] 
                                                                                                  
 activation_11 (Activation)     (None, 25, 25, 32)   0           ['batch_normalization_11[0][0]'] 
                                                                                                  
 mixed0 (Concatenate)           (None, 25, 25, 256)  0           ['activation_5[0][0]',           
                                                                  'activation_7[0][0]',           
                                                                  'activation_10[0][0]',          
                                                                  'activation_11[0][0]']          
                                                                                                  
 conv2d_15 (Conv2D)             (None, 25, 25, 64)   16384       ['mixed0[0][0]']                 
                                                                                                  
 batch_normalization_15 (BatchN  (None, 25, 25, 64)  192         ['conv2d_15[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_15 (Activation)     (None, 25, 25, 64)   0           ['batch_normalization_15[0][0]'] 
                                                                                                  
 conv2d_13 (Conv2D)             (None, 25, 25, 48)   12288       ['mixed0[0][0]']                 
                                                                                                  
 conv2d_16 (Conv2D)             (None, 25, 25, 96)   55296       ['activation_15[0][0]']          
                                                                                                  
 batch_normalization_13 (BatchN  (None, 25, 25, 48)  144         ['conv2d_13[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_16 (BatchN  (None, 25, 25, 96)  288         ['conv2d_16[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_13 (Activation)     (None, 25, 25, 48)   0           ['batch_normalization_13[0][0]'] 
                                                                                                  
 activation_16 (Activation)     (None, 25, 25, 96)   0           ['batch_normalization_16[0][0]'] 
                                                                                                  
 average_pooling2d_1 (AveragePo  (None, 25, 25, 256)  0          ['mixed0[0][0]']                 
 oling2D)                                                                                         
                                                                                                  
 conv2d_12 (Conv2D)             (None, 25, 25, 64)   16384       ['mixed0[0][0]']                 
                                                                                                  
 conv2d_14 (Conv2D)             (None, 25, 25, 64)   76800       ['activation_13[0][0]']          
                                                                                                  
 conv2d_17 (Conv2D)             (None, 25, 25, 96)   82944       ['activation_16[0][0]']          
                                                                                                  
 conv2d_18 (Conv2D)             (None, 25, 25, 64)   16384       ['average_pooling2d_1[0][0]']    
                                                                                                  
 batch_normalization_12 (BatchN  (None, 25, 25, 64)  192         ['conv2d_12[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_14 (BatchN  (None, 25, 25, 64)  192         ['conv2d_14[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_17 (BatchN  (None, 25, 25, 96)  288         ['conv2d_17[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_18 (BatchN  (None, 25, 25, 64)  192         ['conv2d_18[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_12 (Activation)     (None, 25, 25, 64)   0           ['batch_normalization_12[0][0]'] 
                                                                                                  
 activation_14 (Activation)     (None, 25, 25, 64)   0           ['batch_normalization_14[0][0]'] 
                                                                                                  
 activation_17 (Activation)     (None, 25, 25, 96)   0           ['batch_normalization_17[0][0]'] 
                                                                                                  
 activation_18 (Activation)     (None, 25, 25, 64)   0           ['batch_normalization_18[0][0]'] 
                                                                                                  
 mixed1 (Concatenate)           (None, 25, 25, 288)  0           ['activation_12[0][0]',          
                                                                  'activation_14[0][0]',          
                                                                  'activation_17[0][0]',          
                                                                  'activation_18[0][0]']          
                                                                                                  
 conv2d_22 (Conv2D)             (None, 25, 25, 64)   18432       ['mixed1[0][0]']                 
                                                                                                  
 batch_normalization_22 (BatchN  (None, 25, 25, 64)  192         ['conv2d_22[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_22 (Activation)     (None, 25, 25, 64)   0           ['batch_normalization_22[0][0]'] 
                                                                                                  
 conv2d_20 (Conv2D)             (None, 25, 25, 48)   13824       ['mixed1[0][0]']                 
                                                                                                  
 conv2d_23 (Conv2D)             (None, 25, 25, 96)   55296       ['activation_22[0][0]']          
                                                                                                  
 batch_normalization_20 (BatchN  (None, 25, 25, 48)  144         ['conv2d_20[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_23 (BatchN  (None, 25, 25, 96)  288         ['conv2d_23[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_20 (Activation)     (None, 25, 25, 48)   0           ['batch_normalization_20[0][0]'] 
                                                                                                  
 activation_23 (Activation)     (None, 25, 25, 96)   0           ['batch_normalization_23[0][0]'] 
                                                                                                  
 average_pooling2d_2 (AveragePo  (None, 25, 25, 288)  0          ['mixed1[0][0]']                 
 oling2D)                                                                                         
                                                                                                  
 conv2d_19 (Conv2D)             (None, 25, 25, 64)   18432       ['mixed1[0][0]']                 
                                                                                                  
 conv2d_21 (Conv2D)             (None, 25, 25, 64)   76800       ['activation_20[0][0]']          
                                                                                                  
 conv2d_24 (Conv2D)             (None, 25, 25, 96)   82944       ['activation_23[0][0]']          
                                                                                                  
 conv2d_25 (Conv2D)             (None, 25, 25, 64)   18432       ['average_pooling2d_2[0][0]']    
                                                                                                  
 batch_normalization_19 (BatchN  (None, 25, 25, 64)  192         ['conv2d_19[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_21 (BatchN  (None, 25, 25, 64)  192         ['conv2d_21[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_24 (BatchN  (None, 25, 25, 96)  288         ['conv2d_24[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_25 (BatchN  (None, 25, 25, 64)  192         ['conv2d_25[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_19 (Activation)     (None, 25, 25, 64)   0           ['batch_normalization_19[0][0]'] 
                                                                                                  
 activation_21 (Activation)     (None, 25, 25, 64)   0           ['batch_normalization_21[0][0]'] 
                                                                                                  
 activation_24 (Activation)     (None, 25, 25, 96)   0           ['batch_normalization_24[0][0]'] 
                                                                                                  
 activation_25 (Activation)     (None, 25, 25, 64)   0           ['batch_normalization_25[0][0]'] 
                                                                                                  
 mixed2 (Concatenate)           (None, 25, 25, 288)  0           ['activation_19[0][0]',          
                                                                  'activation_21[0][0]',          
                                                                  'activation_24[0][0]',          
                                                                  'activation_25[0][0]']          
                                                                                                  
 conv2d_27 (Conv2D)             (None, 25, 25, 64)   18432       ['mixed2[0][0]']                 
                                                                                                  
 batch_normalization_27 (BatchN  (None, 25, 25, 64)  192         ['conv2d_27[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_27 (Activation)     (None, 25, 25, 64)   0           ['batch_normalization_27[0][0]'] 
                                                                                                  
 conv2d_28 (Conv2D)             (None, 25, 25, 96)   55296       ['activation_27[0][0]']          
                                                                                                  
 batch_normalization_28 (BatchN  (None, 25, 25, 96)  288         ['conv2d_28[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_28 (Activation)     (None, 25, 25, 96)   0           ['batch_normalization_28[0][0]'] 
                                                                                                  
 conv2d_26 (Conv2D)             (None, 12, 12, 384)  995328      ['mixed2[0][0]']                 
                                                                                                  
 conv2d_29 (Conv2D)             (None, 12, 12, 96)   82944       ['activation_28[0][0]']          
                                                                                                  
 batch_normalization_26 (BatchN  (None, 12, 12, 384)  1152       ['conv2d_26[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_29 (BatchN  (None, 12, 12, 96)  288         ['conv2d_29[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_26 (Activation)     (None, 12, 12, 384)  0           ['batch_normalization_26[0][0]'] 
                                                                                                  
 activation_29 (Activation)     (None, 12, 12, 96)   0           ['batch_normalization_29[0][0]'] 
                                                                                                  
 max_pooling2d_2 (MaxPooling2D)  (None, 12, 12, 288)  0          ['mixed2[0][0]']                 
                                                                                                  
 mixed3 (Concatenate)           (None, 12, 12, 768)  0           ['activation_26[0][0]',          
                                                                  'activation_29[0][0]',          
                                                                  'max_pooling2d_2[0][0]']        
                                                                                                  
 conv2d_34 (Conv2D)             (None, 12, 12, 128)  98304       ['mixed3[0][0]']                 
                                                                                                  
 batch_normalization_34 (BatchN  (None, 12, 12, 128)  384        ['conv2d_34[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_34 (Activation)     (None, 12, 12, 128)  0           ['batch_normalization_34[0][0]'] 
                                                                                                  
 conv2d_35 (Conv2D)             (None, 12, 12, 128)  114688      ['activation_34[0][0]']          
                                                                                                  
 batch_normalization_35 (BatchN  (None, 12, 12, 128)  384        ['conv2d_35[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_35 (Activation)     (None, 12, 12, 128)  0           ['batch_normalization_35[0][0]'] 
                                                                                                  
 conv2d_31 (Conv2D)             (None, 12, 12, 128)  98304       ['mixed3[0][0]']                 
                                                                                                  
 conv2d_36 (Conv2D)             (None, 12, 12, 128)  114688      ['activation_35[0][0]']          
                                                                                                  
 batch_normalization_31 (BatchN  (None, 12, 12, 128)  384        ['conv2d_31[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_36 (BatchN  (None, 12, 12, 128)  384        ['conv2d_36[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_31 (Activation)     (None, 12, 12, 128)  0           ['batch_normalization_31[0][0]'] 
                                                                                                  
 activation_36 (Activation)     (None, 12, 12, 128)  0           ['batch_normalization_36[0][0]'] 
                                                                                                  
 conv2d_32 (Conv2D)             (None, 12, 12, 128)  114688      ['activation_31[0][0]']          
                                                                                                  
 conv2d_37 (Conv2D)             (None, 12, 12, 128)  114688      ['activation_36[0][0]']          
                                                                                                  
 batch_normalization_32 (BatchN  (None, 12, 12, 128)  384        ['conv2d_32[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_37 (BatchN  (None, 12, 12, 128)  384        ['conv2d_37[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_32 (Activation)     (None, 12, 12, 128)  0           ['batch_normalization_32[0][0]'] 
                                                                                                  
 activation_37 (Activation)     (None, 12, 12, 128)  0           ['batch_normalization_37[0][0]'] 
                                                                                                  
 average_pooling2d_3 (AveragePo  (None, 12, 12, 768)  0          ['mixed3[0][0]']                 
 oling2D)                                                                                         
                                                                                                  
 conv2d_30 (Conv2D)             (None, 12, 12, 192)  147456      ['mixed3[0][0]']                 
                                                                                                  
 conv2d_33 (Conv2D)             (None, 12, 12, 192)  172032      ['activation_32[0][0]']          
                                                                                                  
 conv2d_38 (Conv2D)             (None, 12, 12, 192)  172032      ['activation_37[0][0]']          
                                                                                                  
 conv2d_39 (Conv2D)             (None, 12, 12, 192)  147456      ['average_pooling2d_3[0][0]']    
                                                                                                  
 batch_normalization_30 (BatchN  (None, 12, 12, 192)  576        ['conv2d_30[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_33 (BatchN  (None, 12, 12, 192)  576        ['conv2d_33[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_38 (BatchN  (None, 12, 12, 192)  576        ['conv2d_38[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_39 (BatchN  (None, 12, 12, 192)  576        ['conv2d_39[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_30 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_30[0][0]'] 
                                                                                                  
 activation_33 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_33[0][0]'] 
                                                                                                  
 activation_38 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_38[0][0]'] 
                                                                                                  
 activation_39 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_39[0][0]'] 
                                                                                                  
 mixed4 (Concatenate)           (None, 12, 12, 768)  0           ['activation_30[0][0]',          
                                                                  'activation_33[0][0]',          
                                                                  'activation_38[0][0]',          
                                                                  'activation_39[0][0]']          
                                                                                                  
 conv2d_44 (Conv2D)             (None, 12, 12, 160)  122880      ['mixed4[0][0]']                 
                                                                                                  
 batch_normalization_44 (BatchN  (None, 12, 12, 160)  480        ['conv2d_44[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_44 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_44[0][0]'] 
                                                                                                  
 conv2d_45 (Conv2D)             (None, 12, 12, 160)  179200      ['activation_44[0][0]']          
                                                                                                  
 batch_normalization_45 (BatchN  (None, 12, 12, 160)  480        ['conv2d_45[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_45 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_45[0][0]'] 
                                                                                                  
 conv2d_41 (Conv2D)             (None, 12, 12, 160)  122880      ['mixed4[0][0]']                 
                                                                                                  
 conv2d_46 (Conv2D)             (None, 12, 12, 160)  179200      ['activation_45[0][0]']          
                                                                                                  
 batch_normalization_41 (BatchN  (None, 12, 12, 160)  480        ['conv2d_41[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_46 (BatchN  (None, 12, 12, 160)  480        ['conv2d_46[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_41 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_41[0][0]'] 
                                                                                                  
 activation_46 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_46[0][0]'] 
                                                                                                  
 conv2d_42 (Conv2D)             (None, 12, 12, 160)  179200      ['activation_41[0][0]']          
                                                                                                  
 conv2d_47 (Conv2D)             (None, 12, 12, 160)  179200      ['activation_46[0][0]']          
                                                                                                  
 batch_normalization_42 (BatchN  (None, 12, 12, 160)  480        ['conv2d_42[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_47 (BatchN  (None, 12, 12, 160)  480        ['conv2d_47[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_42 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_42[0][0]'] 
                                                                                                  
 activation_47 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_47[0][0]'] 
                                                                                                  
 average_pooling2d_4 (AveragePo  (None, 12, 12, 768)  0          ['mixed4[0][0]']                 
 oling2D)                                                                                         
                                                                                                  
 conv2d_40 (Conv2D)             (None, 12, 12, 192)  147456      ['mixed4[0][0]']                 
                                                                                                  
 conv2d_43 (Conv2D)             (None, 12, 12, 192)  215040      ['activation_42[0][0]']          
                                                                                                  
 conv2d_48 (Conv2D)             (None, 12, 12, 192)  215040      ['activation_47[0][0]']          
                                                                                                  
 conv2d_49 (Conv2D)             (None, 12, 12, 192)  147456      ['average_pooling2d_4[0][0]']    
                                                                                                  
 batch_normalization_40 (BatchN  (None, 12, 12, 192)  576        ['conv2d_40[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_43 (BatchN  (None, 12, 12, 192)  576        ['conv2d_43[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_48 (BatchN  (None, 12, 12, 192)  576        ['conv2d_48[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_49 (BatchN  (None, 12, 12, 192)  576        ['conv2d_49[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_40 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_40[0][0]'] 
                                                                                                  
 activation_43 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_43[0][0]'] 
                                                                                                  
 activation_48 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_48[0][0]'] 
                                                                                                  
 activation_49 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_49[0][0]'] 
                                                                                                  
 mixed5 (Concatenate)           (None, 12, 12, 768)  0           ['activation_40[0][0]',          
                                                                  'activation_43[0][0]',          
                                                                  'activation_48[0][0]',          
                                                                  'activation_49[0][0]']          
                                                                                                  
 conv2d_54 (Conv2D)             (None, 12, 12, 160)  122880      ['mixed5[0][0]']                 
                                                                                                  
 batch_normalization_54 (BatchN  (None, 12, 12, 160)  480        ['conv2d_54[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_54 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_54[0][0]'] 
                                                                                                  
 conv2d_55 (Conv2D)             (None, 12, 12, 160)  179200      ['activation_54[0][0]']          
                                                                                                  
 batch_normalization_55 (BatchN  (None, 12, 12, 160)  480        ['conv2d_55[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_55 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_55[0][0]'] 
                                                                                                  
 conv2d_51 (Conv2D)             (None, 12, 12, 160)  122880      ['mixed5[0][0]']                 
                                                                                                  
 conv2d_56 (Conv2D)             (None, 12, 12, 160)  179200      ['activation_55[0][0]']          
                                                                                                  
 batch_normalization_51 (BatchN  (None, 12, 12, 160)  480        ['conv2d_51[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_56 (BatchN  (None, 12, 12, 160)  480        ['conv2d_56[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_51 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_51[0][0]'] 
                                                                                                  
 activation_56 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_56[0][0]'] 
                                                                                                  
 conv2d_52 (Conv2D)             (None, 12, 12, 160)  179200      ['activation_51[0][0]']          
                                                                                                  
 conv2d_57 (Conv2D)             (None, 12, 12, 160)  179200      ['activation_56[0][0]']          
                                                                                                  
 batch_normalization_52 (BatchN  (None, 12, 12, 160)  480        ['conv2d_52[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_57 (BatchN  (None, 12, 12, 160)  480        ['conv2d_57[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_52 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_52[0][0]'] 
                                                                                                  
 activation_57 (Activation)     (None, 12, 12, 160)  0           ['batch_normalization_57[0][0]'] 
                                                                                                  
 average_pooling2d_5 (AveragePo  (None, 12, 12, 768)  0          ['mixed5[0][0]']                 
 oling2D)                                                                                         
                                                                                                  
 conv2d_50 (Conv2D)             (None, 12, 12, 192)  147456      ['mixed5[0][0]']                 
                                                                                                  
 conv2d_53 (Conv2D)             (None, 12, 12, 192)  215040      ['activation_52[0][0]']          
                                                                                                  
 conv2d_58 (Conv2D)             (None, 12, 12, 192)  215040      ['activation_57[0][0]']          
                                                                                                  
 conv2d_59 (Conv2D)             (None, 12, 12, 192)  147456      ['average_pooling2d_5[0][0]']    
                                                                                                  
 batch_normalization_50 (BatchN  (None, 12, 12, 192)  576        ['conv2d_50[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_53 (BatchN  (None, 12, 12, 192)  576        ['conv2d_53[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_58 (BatchN  (None, 12, 12, 192)  576        ['conv2d_58[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_59 (BatchN  (None, 12, 12, 192)  576        ['conv2d_59[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_50 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_50[0][0]'] 
                                                                                                  
 activation_53 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_53[0][0]'] 
                                                                                                  
 activation_58 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_58[0][0]'] 
                                                                                                  
 activation_59 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_59[0][0]'] 
                                                                                                  
 mixed6 (Concatenate)           (None, 12, 12, 768)  0           ['activation_50[0][0]',          
                                                                  'activation_53[0][0]',          
                                                                  'activation_58[0][0]',          
                                                                  'activation_59[0][0]']          
                                                                                                  
 conv2d_64 (Conv2D)             (None, 12, 12, 192)  147456      ['mixed6[0][0]']                 
                                                                                                  
 batch_normalization_64 (BatchN  (None, 12, 12, 192)  576        ['conv2d_64[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_64 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_64[0][0]'] 
                                                                                                  
 conv2d_65 (Conv2D)             (None, 12, 12, 192)  258048      ['activation_64[0][0]']          
                                                                                                  
 batch_normalization_65 (BatchN  (None, 12, 12, 192)  576        ['conv2d_65[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_65 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_65[0][0]'] 
                                                                                                  
 conv2d_61 (Conv2D)             (None, 12, 12, 192)  147456      ['mixed6[0][0]']                 
                                                                                                  
 conv2d_66 (Conv2D)             (None, 12, 12, 192)  258048      ['activation_65[0][0]']          
                                                                                                  
 batch_normalization_61 (BatchN  (None, 12, 12, 192)  576        ['conv2d_61[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_66 (BatchN  (None, 12, 12, 192)  576        ['conv2d_66[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_61 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_61[0][0]'] 
                                                                                                  
 activation_66 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_66[0][0]'] 
                                                                                                  
 conv2d_62 (Conv2D)             (None, 12, 12, 192)  258048      ['activation_61[0][0]']          
                                                                                                  
 conv2d_67 (Conv2D)             (None, 12, 12, 192)  258048      ['activation_66[0][0]']          
                                                                                                  
 batch_normalization_62 (BatchN  (None, 12, 12, 192)  576        ['conv2d_62[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_67 (BatchN  (None, 12, 12, 192)  576        ['conv2d_67[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_62 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_62[0][0]'] 
                                                                                                  
 activation_67 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_67[0][0]'] 
                                                                                                  
 average_pooling2d_6 (AveragePo  (None, 12, 12, 768)  0          ['mixed6[0][0]']                 
 oling2D)                                                                                         
                                                                                                  
 conv2d_60 (Conv2D)             (None, 12, 12, 192)  147456      ['mixed6[0][0]']                 
                                                                                                  
 conv2d_63 (Conv2D)             (None, 12, 12, 192)  258048      ['activation_62[0][0]']          
                                                                                                  
 conv2d_68 (Conv2D)             (None, 12, 12, 192)  258048      ['activation_67[0][0]']          
                                                                                                  
 conv2d_69 (Conv2D)             (None, 12, 12, 192)  147456      ['average_pooling2d_6[0][0]']    
                                                                                                  
 batch_normalization_60 (BatchN  (None, 12, 12, 192)  576        ['conv2d_60[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_63 (BatchN  (None, 12, 12, 192)  576        ['conv2d_63[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_68 (BatchN  (None, 12, 12, 192)  576        ['conv2d_68[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_69 (BatchN  (None, 12, 12, 192)  576        ['conv2d_69[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_60 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_60[0][0]'] 
                                                                                                  
 activation_63 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_63[0][0]'] 
                                                                                                  
 activation_68 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_68[0][0]'] 
                                                                                                  
 activation_69 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_69[0][0]'] 
                                                                                                  
 mixed7 (Concatenate)           (None, 12, 12, 768)  0           ['activation_60[0][0]',          
                                                                  'activation_63[0][0]',          
                                                                  'activation_68[0][0]',          
                                                                  'activation_69[0][0]']          
                                                                                                  
 conv2d_72 (Conv2D)             (None, 12, 12, 192)  147456      ['mixed7[0][0]']                 
                                                                                                  
 batch_normalization_72 (BatchN  (None, 12, 12, 192)  576        ['conv2d_72[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_72 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_72[0][0]'] 
                                                                                                  
 conv2d_73 (Conv2D)             (None, 12, 12, 192)  258048      ['activation_72[0][0]']          
                                                                                                  
 batch_normalization_73 (BatchN  (None, 12, 12, 192)  576        ['conv2d_73[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_73 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_73[0][0]'] 
                                                                                                  
 conv2d_70 (Conv2D)             (None, 12, 12, 192)  147456      ['mixed7[0][0]']                 
                                                                                                  
 conv2d_74 (Conv2D)             (None, 12, 12, 192)  258048      ['activation_73[0][0]']          
                                                                                                  
 batch_normalization_70 (BatchN  (None, 12, 12, 192)  576        ['conv2d_70[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_74 (BatchN  (None, 12, 12, 192)  576        ['conv2d_74[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_70 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_70[0][0]'] 
                                                                                                  
 activation_74 (Activation)     (None, 12, 12, 192)  0           ['batch_normalization_74[0][0]'] 
                                                                                                  
 conv2d_71 (Conv2D)             (None, 5, 5, 320)    552960      ['activation_70[0][0]']          
                                                                                                  
 conv2d_75 (Conv2D)             (None, 5, 5, 192)    331776      ['activation_74[0][0]']          
                                                                                                  
 batch_normalization_71 (BatchN  (None, 5, 5, 320)   960         ['conv2d_71[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_75 (BatchN  (None, 5, 5, 192)   576         ['conv2d_75[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_71 (Activation)     (None, 5, 5, 320)    0           ['batch_normalization_71[0][0]'] 
                                                                                                  
 activation_75 (Activation)     (None, 5, 5, 192)    0           ['batch_normalization_75[0][0]'] 
                                                                                                  
 max_pooling2d_3 (MaxPooling2D)  (None, 5, 5, 768)   0           ['mixed7[0][0]']                 
                                                                                                  
 mixed8 (Concatenate)           (None, 5, 5, 1280)   0           ['activation_71[0][0]',          
                                                                  'activation_75[0][0]',          
                                                                  'max_pooling2d_3[0][0]']        
                                                                                                  
 conv2d_80 (Conv2D)             (None, 5, 5, 448)    573440      ['mixed8[0][0]']                 
                                                                                                  
 batch_normalization_80 (BatchN  (None, 5, 5, 448)   1344        ['conv2d_80[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_80 (Activation)     (None, 5, 5, 448)    0           ['batch_normalization_80[0][0]'] 
                                                                                                  
 conv2d_77 (Conv2D)             (None, 5, 5, 384)    491520      ['mixed8[0][0]']                 
                                                                                                  
 conv2d_81 (Conv2D)             (None, 5, 5, 384)    1548288     ['activation_80[0][0]']          
                                                                                                  
 batch_normalization_77 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_77[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_81 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_81[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_77 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_77[0][0]'] 
                                                                                                  
 activation_81 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_81[0][0]'] 
                                                                                                  
 conv2d_78 (Conv2D)             (None, 5, 5, 384)    442368      ['activation_77[0][0]']          
                                                                                                  
 conv2d_79 (Conv2D)             (None, 5, 5, 384)    442368      ['activation_77[0][0]']          
                                                                                                  
 conv2d_82 (Conv2D)             (None, 5, 5, 384)    442368      ['activation_81[0][0]']          
                                                                                                  
 conv2d_83 (Conv2D)             (None, 5, 5, 384)    442368      ['activation_81[0][0]']          
                                                                                                  
 average_pooling2d_7 (AveragePo  (None, 5, 5, 1280)  0           ['mixed8[0][0]']                 
 oling2D)                                                                                         
                                                                                                  
 conv2d_76 (Conv2D)             (None, 5, 5, 320)    409600      ['mixed8[0][0]']                 
                                                                                                  
 batch_normalization_78 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_78[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_79 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_79[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_82 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_82[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_83 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_83[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 conv2d_84 (Conv2D)             (None, 5, 5, 192)    245760      ['average_pooling2d_7[0][0]']    
                                                                                                  
 batch_normalization_76 (BatchN  (None, 5, 5, 320)   960         ['conv2d_76[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_78 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_78[0][0]'] 
                                                                                                  
 activation_79 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_79[0][0]'] 
                                                                                                  
 activation_82 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_82[0][0]'] 
                                                                                                  
 activation_83 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_83[0][0]'] 
                                                                                                  
 batch_normalization_84 (BatchN  (None, 5, 5, 192)   576         ['conv2d_84[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_76 (Activation)     (None, 5, 5, 320)    0           ['batch_normalization_76[0][0]'] 
                                                                                                  
 mixed9_0 (Concatenate)         (None, 5, 5, 768)    0           ['activation_78[0][0]',          
                                                                  'activation_79[0][0]']          
                                                                                                  
 concatenate (Concatenate)      (None, 5, 5, 768)    0           ['activation_82[0][0]',          
                                                                  'activation_83[0][0]']          
                                                                                                  
 activation_84 (Activation)     (None, 5, 5, 192)    0           ['batch_normalization_84[0][0]'] 
                                                                                                  
 mixed9 (Concatenate)           (None, 5, 5, 2048)   0           ['activation_76[0][0]',          
                                                                  'mixed9_0[0][0]',               
                                                                  'concatenate[0][0]',            
                                                                  'activation_84[0][0]']          
                                                                                                  
 conv2d_89 (Conv2D)             (None, 5, 5, 448)    917504      ['mixed9[0][0]']                 
                                                                                                  
 batch_normalization_89 (BatchN  (None, 5, 5, 448)   1344        ['conv2d_89[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_89 (Activation)     (None, 5, 5, 448)    0           ['batch_normalization_89[0][0]'] 
                                                                                                  
 conv2d_86 (Conv2D)             (None, 5, 5, 384)    786432      ['mixed9[0][0]']                 
                                                                                                  
 conv2d_90 (Conv2D)             (None, 5, 5, 384)    1548288     ['activation_89[0][0]']          
                                                                                                  
 batch_normalization_86 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_86[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_90 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_90[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_86 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_86[0][0]'] 
                                                                                                  
 activation_90 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_90[0][0]'] 
                                                                                                  
 conv2d_87 (Conv2D)             (None, 5, 5, 384)    442368      ['activation_86[0][0]']          
                                                                                                  
 conv2d_88 (Conv2D)             (None, 5, 5, 384)    442368      ['activation_86[0][0]']          
                                                                                                  
 conv2d_91 (Conv2D)             (None, 5, 5, 384)    442368      ['activation_90[0][0]']          
                                                                                                  
 conv2d_92 (Conv2D)             (None, 5, 5, 384)    442368      ['activation_90[0][0]']          
                                                                                                  
 average_pooling2d_8 (AveragePo  (None, 5, 5, 2048)  0           ['mixed9[0][0]']                 
 oling2D)                                                                                         
                                                                                                  
 conv2d_85 (Conv2D)             (None, 5, 5, 320)    655360      ['mixed9[0][0]']                 
                                                                                                  
 batch_normalization_87 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_87[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_88 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_88[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_91 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_91[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 batch_normalization_92 (BatchN  (None, 5, 5, 384)   1152        ['conv2d_92[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 conv2d_93 (Conv2D)             (None, 5, 5, 192)    393216      ['average_pooling2d_8[0][0]']    
                                                                                                  
 batch_normalization_85 (BatchN  (None, 5, 5, 320)   960         ['conv2d_85[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_87 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_87[0][0]'] 
                                                                                                  
 activation_88 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_88[0][0]'] 
                                                                                                  
 activation_91 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_91[0][0]'] 
                                                                                                  
 activation_92 (Activation)     (None, 5, 5, 384)    0           ['batch_normalization_92[0][0]'] 
                                                                                                  
 batch_normalization_93 (BatchN  (None, 5, 5, 192)   576         ['conv2d_93[0][0]']              
 ormalization)                                                                                    
                                                                                                  
 activation_85 (Activation)     (None, 5, 5, 320)    0           ['batch_normalization_85[0][0]'] 
                                                                                                  
 mixed9_1 (Concatenate)         (None, 5, 5, 768)    0           ['activation_87[0][0]',          
                                                                  'activation_88[0][0]']          
                                                                                                  
 concatenate_1 (Concatenate)    (None, 5, 5, 768)    0           ['activation_91[0][0]',          
                                                                  'activation_92[0][0]']          
                                                                                                  
 activation_93 (Activation)     (None, 5, 5, 192)    0           ['batch_normalization_93[0][0]'] 
                                                                                                  
 mixed10 (Concatenate)          (None, 5, 5, 2048)   0           ['activation_85[0][0]',          
                                                                  'mixed9_1[0][0]',               
                                                                  'concatenate_1[0][0]',          
                                                                  'activation_93[0][0]']          
                                                                                                  
 global_average_pooling2d (Glob  (None, 2048)        0           ['mixed10[0][0]']                
 alAveragePooling2D)                                                                              
                                                                                                  
 dense (Dense)                  (None, 539)          1104411     ['global_average_pooling2d[0][0]'
                                                                 ]                                
                                                                                                  
==================================================================================================
Total params: 22,907,195
Trainable params: 22,872,763
Non-trainable params: 34,432
__________________________________________________________________________________________________
WARNING:tensorflow:5 out of the last 5 calls to  triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.
W0311 14:02:53.016839 139906334160704 polymorphic_function.py:154] 5 out of the last 5 calls to  triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.
WARNING:tensorflow:6 out of the last 6 calls to  triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.
W0311 14:02:53.172408 139906334160704 polymorphic_function.py:154] 6 out of the last 6 calls to  triggered tf.function retracing. Tracing is expensive and the excessive number of tracings could be due to (1) creating @tf.function repeatedly in a loop, (2) passing tensors with different shapes, (3) passing Python objects instead of tensors. For (1), please define your @tf.function outside of the loop. For (2), @tf.function has reduce_retracing=True option that can avoid unnecessary retracing. For (3), please refer to https://www.tensorflow.org/guide/function#controlling_retracing and https://www.tensorflow.org/api_docs/python/tf/function for  more details.
Epoch: 1, Iter: 1/59, Loss: 461035.750000
Traceback (most recent call last):
  File "/content/drive/MyDrive/Colab Notebooks/YOLO 구현으로 배우는 딥러닝 논문 구현 with TensorFlow 2.0/YOLOv1/train.py", line 326, in 
    app.run(main)
  File "/usr/local/lib/python3.9/dist-packages/absl/app.py", line 308, in run
    _run_main(main, args)
  File "/usr/local/lib/python3.9/dist-packages/absl/app.py", line 254, in _run_main
    sys.exit(main(argv))
  File "/content/drive/MyDrive/Colab Notebooks/YOLO 구현으로 배우는 딥러닝 논문 구현 with TensorFlow 2.0/YOLOv1/train.py", line 306, in main
    tf.summary.scalar('learning_rate ', optimizer.lr(ckpt.step).numpy(), step=int(ckpt.step))
TypeError: 'ResourceVariable' object is not callable

davidpark4385

Posts