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.
Traceback (most recent call last):
  File "model_0929.py", line 51, in <module>
    tokenizer = Tokenizer(dict_path, do_lower_case=True)
  File "/home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/bert4keras/tokenizers.py", line 179, in __init__
    token_dict = load_vocab(token_dict)
  File "/home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/bert4keras/tokenizers.py", line 15, in load_vocab
    with open(dict_path, encoding=encoding) as reader:
  File "/home/xinyu/anaconda3/envs/b4k/lib/python3.6/site-packages/bert4keras/snippets.py", line 93, in __init__
    self.file = _open_(name, mode, encoding=encoding, errors=errors)
FileNotFoundError: [Errno 2] No such file or directory: './bert/albert_small_zh_google/vocab.txt'
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.
2021-09-29 16:30:19.295167: 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
2021-09-29 16:30:19.355603: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2197620000 Hz
2021-09-29 16:30:19.368899: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x55b2552a84b0 executing computations on platform Host. Devices:
2021-09-29 16:30:19.369043: I tensorflow/compiler/xla/service/service.cc:158]   StreamExecutor device (0): <undefined>, <undefined>
2021-09-29 16:30:19.408643: E tensorflow/stream_executor/cuda/cuda_driver.cc:300] failed call to cuInit: CUDA_ERROR_NO_DEVICE: no CUDA-capable device is detected
2021-09-29 16:30:19.408775: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:161] retrieving CUDA diagnostic information for host: gpu01
2021-09-29 16:30:19.408798: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:168] hostname: gpu01
2021-09-29 16:30:19.408915: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:192] libcuda reported version is: 418.87.0
2021-09-29 16:30:19.408995: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:196] kernel reported version is: 418.87.0
2021-09-29 16:30:19.409017: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:303] kernel version seems to match DSO: 418.87.0
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 1/10

   1/1208 [..............................] - ETA: 7:59:16 - loss: 0.9767 - accuracy: 0.6875
   2/1208 [..............................] - ETA: 5:48:29 - loss: 0.9729 - accuracy: 0.7188
   3/1208 [..............................] - ETA: 4:54:25 - loss: 0.9728 - accuracy: 0.7135
   4/1208 [..............................] - ETA: 4:32:09 - loss: 0.9708 - accuracy: 0.7188
   5/1208 [..............................] - ETA: 4:16:45 - loss: 0.9709 - accuracy: 0.7156
   6/1208 [..............................] - ETA: 4:04:31 - loss: 0.9618 - accuracy: 0.7396
   7/1208 [..............................] - ETA: 3:55:05 - loss: 0.9624 - accuracy: 0.7388
   8/1208 [..............................] - ETA: 3:48:37 - loss: 0.9644 - accuracy: 0.7324
   9/1208 [..............................] - ETA: 3:44:02 - loss: 0.9632 - accuracy: 0.7361
  10/1208 [..............................] - ETA: 3:40:18 - loss: 0.9630 - accuracy: 0.7406
  11/1208 [..............................] - ETA: 3:37:01 - loss: 0.9630 - accuracy: 0.7358
  12/1208 [..............................] - ETA: 3:34:40 - loss: 0.9596 - accuracy: 0.7409
  13/1208 [..............................] - ETA: 3:33:23 - loss: 0.9589 - accuracy: 0.7416
  14/1208 [..............................] - ETA: 3:32:02 - loss: 0.9569 - accuracy: 0.7455
  15/1208 [..............................] - ETA: 3:30:27 - loss: 0.9569 - accuracy: 0.7458
  16/1208 [..............................] - ETA: 3:29:04 - loss: 0.9551 - accuracy: 0.7461
  17/1208 [..............................] - ETA: 3:27:24 - loss: 0.9517 - accuracy: 0.7528
  18/1208 [..............................] - ETA: 3:26:11 - loss: 0.9506 - accuracy: 0.7526
  19/1208 [..............................] - ETA: 3:24:51 - loss: 0.9497 - accuracy: 0.7541
  20/1208 [..............................] - ETA: 3:23:56 - loss: 0.9495 - accuracy: 0.7531
  21/1208 [..............................] - ETA: 3:23:31 - loss: 0.9467 - accuracy: 0.7582
  22/1208 [..............................] - ETA: 3:22:34 - loss: 0.9442 - accuracy: 0.7607
  23/1208 [..............................] - ETA: 3:22:22 - loss: 0.9410 - accuracy: 0.7656
  24/1208 [..............................] - ETA: 3:21:56 - loss: 0.9393 - accuracy: 0.7643
  25/1208 [..............................] - ETA: 3:21:15 - loss: 0.9385 - accuracy: 0.7631
  26/1208 [..............................] - ETA: 3:20:35 - loss: 0.9345 - accuracy: 0.7674
  27/1208 [..............................] - ETA: 3:19:39 - loss: 0.9320 - accuracy: 0.7679
  28/1208 [..............................] - ETA: 3:18:48 - loss: 0.9296 - accuracy: 0.7690
  29/1208 [..............................] - ETA: 3:18:07 - loss: 0.9259 - accuracy: 0.7705
  30/1208 [..............................] - ETA: 3:17:41 - loss: 0.9219 - accuracy: 0.7734
  31/1208 [..............................] - ETA: 3:17:21 - loss: 0.9186 - accuracy: 0.7762
  32/1208 [..............................] - ETA: 3:17:16 - loss: 0.9174 - accuracy: 0.7759
  33/1208 [..............................] - ETA: 3:16:58 - loss: 0.9150 - accuracy: 0.7765
  34/1208 [..............................] - ETA: 3:16:47 - loss: 0.9111 - accuracy: 0.7790
  35/1208 [..............................] - ETA: 3:16:27 - loss: 0.9089 - accuracy: 0.7790
  36/1208 [..............................] - ETA: 3:16:01 - loss: 0.9046 - accuracy: 0.7817
  37/1208 [..............................] - ETA: 3:15:29 - loss: 0.9017 - accuracy: 0.7825
  38/1208 [..............................] - ETA: 3:15:01 - loss: 0.8988 - accuracy: 0.7833
  39/1208 [..............................] - ETA: 3:15:02 - loss: 0.8952 - accuracy: 0.7853
  40/1208 [..............................] - ETA: 3:14:44 - loss: 0.8916 - accuracy: 0.7863
  41/1208 [>.............................] - ETA: 3:14:34 - loss: 0.8874 - accuracy: 0.7881
  42/1208 [>.............................] - ETA: 3:14:29 - loss: 0.8834 - accuracy: 0.7891
  43/1208 [>.............................] - ETA: 3:14:19 - loss: 0.8799 - accuracy: 0.7896
  44/1208 [>.............................] - ETA: 3:13:55 - loss: 0.8755 - accuracy: 0.7919
  45/1208 [>.............................] - ETA: 3:13:54 - loss: 0.8712 - accuracy: 0.7937
  46/1208 [>.............................] - ETA: 3:13:51 - loss: 0.8674 - accuracy: 0.7948
  47/1208 [>.............................] - ETA: 3:13:56 - loss: 0.8635 - accuracy: 0.7959
  48/1208 [>.............................] - ETA: 3:13:31 - loss: 0.8602 - accuracy: 0.7965
  49/1208 [>.............................] - ETA: 3:13:17 - loss: 0.8562 - accuracy: 0.7972
  50/1208 [>.............................] - ETA: 3:13:21 - loss: 0.8517 - accuracy: 0.7984
  51/1208 [>.............................] - ETA: 3:13:11 - loss: 0.8480 - accuracy: 0.7987
  52/1208 [>.............................] - ETA: 3:13:24 - loss: 0.8462 - accuracy: 0.7975
  53/1208 [>.............................] - ETA: 3:13:20 - loss: 0.8422 - accuracy: 0.7981
  54/1208 [>.............................] - ETA: 3:13:23 - loss: 0.8371 - accuracy: 0.7998
  55/1208 [>.............................] - ETA: 3:13:17 - loss: 0.8347 - accuracy: 0.7991
  56/1208 [>.............................] - ETA: 3:13:11 - loss: 0.8309 - accuracy: 0.7997
  57/1208 [>.............................] - ETA: 3:13:14 - loss: 0.8278 - accuracy: 0.7999
  58/1208 [>.............................] - ETA: 3:13:11 - loss: 0.8247 - accuracy: 0.8001
  59/1208 [>.............................] - ETA: 3:13:02 - loss: 0.8204 - accuracy: 0.8011
  60/1208 [>.............................] - ETA: 3:12:50 - loss: 0.8170 - accuracy: 0.8013
  61/1208 [>.............................] - ETA: 3:12:50 - loss: 0.8159 - accuracy: 0.8002
  62/1208 [>.............................] - ETA: 3:12:50 - loss: 0.8162 - accuracy: 0.7981
  63/1208 [>.............................] - ETA: 3:12:49 - loss: 0.8147 - accuracy: 0.7974
  64/1208 [>.............................] - ETA: 3:12:52 - loss: 0.8094 - accuracy: 0.7991
  65/1208 [>.............................] - ETA: 3:12:40 - loss: 0.8059 - accuracy: 0.7993
  66/1208 [>.............................] - ETA: 3:12:28 - loss: 0.8054 - accuracy: 0.7978
  67/1208 [>.............................] - ETA: 3:12:15 - loss: 0.8028 - accuracy: 0.7978
  68/1208 [>.............................] - ETA: 3:12:09 - loss: 0.7993 - accuracy: 0.7983
  69/1208 [>.............................] - ETA: 3:11:56 - loss: 0.7945 - accuracy: 0.7996
  70/1208 [>.............................] - ETA: 3:11:46 - loss: 0.7920 - accuracy: 0.7998
  71/1208 [>.............................] - ETA: 3:11:29 - loss: 0.7872 - accuracy: 0.8013
  72/1208 [>.............................] - ETA: 3:11:21 - loss: 0.7836 - accuracy: 0.8019
  73/1208 [>.............................] - ETA: 3:11:18 - loss: 0.7785 - accuracy: 0.8033
  74/1208 [>.............................] - ETA: 3:11:09 - loss: 0.7736 - accuracy: 0.8047
  75/1208 [>.............................] - ETA: 3:10:59 - loss: 0.7700 - accuracy: 0.8054
  76/1208 [>.............................] - ETA: 3:10:48 - loss: 0.7687 - accuracy: 0.8049
  77/1208 [>.............................] - ETA: 3:10:27 - loss: 0.7651 - accuracy: 0.8058
  78/1208 [>.............................] - ETA: 3:10:10 - loss: 0.7622 - accuracy: 0.8061
  79/1208 [>.............................] - ETA: 3:09:47 - loss: 0.7589 - accuracy: 0.8068
  80/1208 [>.............................] - ETA: 3:09:30 - loss: 0.7584 - accuracy: 0.8061
  81/1208 [=>............................] - ETA: 3:09:05 - loss: 0.7558 - accuracy: 0.8065
  82/1208 [=>............................] - ETA: 3:08:44 - loss: 0.7536 - accuracy: 0.8068
  83/1208 [=>............................] - ETA: 3:08:21 - loss: 0.7504 - accuracy: 0.8074
  84/1208 [=>............................] - ETA: 3:07:50 - loss: 0.7470 - accuracy: 0.8080
  85/1208 [=>............................] - ETA: 3:07:27 - loss: 0.7455 - accuracy: 0.8079
  86/1208 [=>............................] - ETA: 3:07:10 - loss: 0.7437 - accuracy: 0.8080
  87/1208 [=>............................] - ETA: 3:06:46 - loss: 0.7434 - accuracy: 0.8073
  88/1208 [=>............................] - ETA: 3:06:24 - loss: 0.7427 - accuracy: 0.8068
  89/1208 [=>............................] - ETA: 3:06:04 - loss: 0.7420 - accuracy: 0.8064
  90/1208 [=>............................] - ETA: 3:05:45 - loss: 0.7399 - accuracy: 0.8066
  91/1208 [=>............................] - ETA: 3:05:25 - loss: 0.7390 - accuracy: 0.8061
  92/1208 [=>............................] - ETA: 3:05:02 - loss: 0.7365 - accuracy: 0.8066
  93/1208 [=>............................] - ETA: 3:04:36 - loss: 0.7356 - accuracy: 0.8059
  94/1208 [=>............................] - ETA: 3:04:16 - loss: 0.7347 - accuracy: 0.8057
  95/1208 [=>............................] - ETA: 3:04:01 - loss: 0.7318 - accuracy: 0.8064
  96/1208 [=>............................] - ETA: 3:03:40 - loss: 0.7286 - accuracy: 0.8073
  97/1208 [=>............................] - ETA: 3:03:33 - loss: 0.7282 - accuracy: 0.8069
  98/1208 [=>............................] - ETA: 3:03:21 - loss: 0.7250 - accuracy: 0.8077
  99/1208 [=>............................] - ETA: 3:03:04 - loss: 0.7220 - accuracy: 0.8086
 100/1208 [=>............................] - ETA: 3:02:51 - loss: 0.7205 - accuracy: 0.8087
 101/1208 [=>............................] - ETA: 3:02:30 - loss: 0.7184 - accuracy: 0.8091
 102/1208 [=>............................] - ETA: 3:02:12 - loss: 0.7175 - accuracy: 0.8088
 103/1208 [=>............................] - ETA: 3:02:02 - loss: 0.7181 - accuracy: 0.8076
 104/1208 [=>............................] - ETA: 3:01:43 - loss: 0.7173 - accuracy: 0.8074
 105/1208 [=>............................] - ETA: 3:01:29 - loss: 0.7157 - accuracy: 0.8076
 106/1208 [=>............................] - ETA: 3:01:20 - loss: 0.7140 - accuracy: 0.8078
 107/1208 [=>............................] - ETA: 3:01:07 - loss: 0.7113 - accuracy: 0.8086
 108/1208 [=>............................] - ETA: 3:01:00 - loss: 0.7093 - accuracy: 0.8087
 109/1208 [=>............................] - ETA: 3:00:35 - loss: 0.7094 - accuracy: 0.8081
 110/1208 [=>............................] - ETA: 3:00:09 - loss: 0.7069 - accuracy: 0.8087
 111/1208 [=>............................] - ETA: 2:59:47 - loss: 0.7069 - accuracy: 0.8081
 112/1208 [=>............................] - ETA: 2:59:26 - loss: 0.7052 - accuracy: 0.8083
 113/1208 [=>............................] - ETA: 2:59:03 - loss: 0.7036 - accuracy: 0.8085
 114/1208 [=>............................] - ETA: 2:58:45 - loss: 0.7021 - accuracy: 0.8085
 115/1208 [=>............................] - ETA: 2:58:20 - loss: 0.7004 - accuracy: 0.8090
 116/1208 [=>............................] - ETA: 2:57:57 - loss: 0.6998 - accuracy: 0.8086
 117/1208 [=>............................] - ETA: 2:57:32 - loss: 0.6997 - accuracy: 0.8081
 118/1208 [=>............................] - ETA: 2:57:08 - loss: 0.6995 - accuracy: 0.8073
 119/1208 [=>............................] - ETA: 2:56:42 - loss: 0.6984 - accuracy: 0.8074
 120/1208 [=>............................] - ETA: 2:56:16 - loss: 0.6964 - accuracy: 0.8078
 121/1208 [==>...........................] - ETA: 2:55:53 - loss: 0.6941 - accuracy: 0.8085
 122/1208 [==>...........................] - ETA: 2:55:29 - loss: 0.6920 - accuracy: 0.8090
 123/1208 [==>...........................] - ETA: 2:54:57 - loss: 0.6908 - accuracy: 0.8089
 124/1208 [==>...........................] - ETA: 2:54:33 - loss: 0.6897 - accuracy: 0.8088
 125/1208 [==>...........................] - ETA: 2:54:07 - loss: 0.6897 - accuracy: 0.8080
 126/1208 [==>...........................] - ETA: 2:53:43 - loss: 0.6898 - accuracy: 0.8077
 127/1208 [==>...........................] - ETA: 2:53:17 - loss: 0.6890 - accuracy: 0.8077
 128/1208 [==>...........................] - ETA: 2:52:57 - loss: 0.6879 - accuracy: 0.8076
 129/1208 [==>...........................] - ETA: 2:52:39 - loss: 0.6873 - accuracy: 0.8074
 130/1208 [==>...........................] - ETA: 2:52:19 - loss: 0.6863 - accuracy: 0.8076
 131/1208 [==>...........................] - ETA: 2:51:58 - loss: 0.6846 - accuracy: 0.8078
 132/1208 [==>...........................] - ETA: 2:51:39 - loss: 0.6832 - accuracy: 0.8080
 133/1208 [==>...........................] - ETA: 2:51:29 - loss: 0.6820 - accuracy: 0.8080
 134/1208 [==>...........................] - ETA: 2:51:19 - loss: 0.6825 - accuracy: 0.8073
 135/1208 [==>...........................] - ETA: 2:51:05 - loss: 0.6823 - accuracy: 0.8068
 136/1208 [==>...........................] - ETA: 2:50:52 - loss: 0.6820 - accuracy: 0.8066
 137/1208 [==>...........................] - ETA: 2:50:40 - loss: 0.6821 - accuracy: 0.8062
 138/1208 [==>...........................] - ETA: 2:50:29 - loss: 0.6806 - accuracy: 0.8066
 139/1208 [==>...........................] - ETA: 2:50:17 - loss: 0.6802 - accuracy: 0.8064
 140/1208 [==>...........................] - ETA: 2:50:12 - loss: 0.6799 - accuracy: 0.8060
 141/1208 [==>...........................] - ETA: 2:50:08 - loss: 0.6783 - accuracy: 0.8063
 142/1208 [==>...........................] - ETA: 2:50:03 - loss: 0.6769 - accuracy: 0.8066
 143/1208 [==>...........................] - ETA: 2:49:58 - loss: 0.6758 - accuracy: 0.8067
 144/1208 [==>...........................] - ETA: 2:49:53 - loss: 0.6765 - accuracy: 0.8060
 145/1208 [==>...........................] - ETA: 2:49:47 - loss: 0.6759 - accuracy: 0.8059
 146/1208 [==>...........................] - ETA: 2:49:41 - loss: 0.6752 - accuracy: 0.8060
 147/1208 [==>...........................] - ETA: 2:49:38 - loss: 0.6743 - accuracy: 0.8060
 148/1208 [==>...........................] - ETA: 2:49:37 - loss: 0.6737 - accuracy: 0.8060
 149/1208 [==>...........................] - ETA: 2:49:31 - loss: 0.6725 - accuracy: 0.8060
 150/1208 [==>...........................] - ETA: 2:49:23 - loss: 0.6713 - accuracy: 0.8062
 151/1208 [==>...........................] - ETA: 2:49:15 - loss: 0.6701 - accuracy: 0.8065
 152/1208 [==>...........................] - ETA: 2:49:07 - loss: 0.6693 - accuracy: 0.8065
 153/1208 [==>...........................] - ETA: 2:49:04 - loss: 0.6680 - accuracy: 0.8068
 154/1208 [==>...........................] - ETA: 2:48:58 - loss: 0.6678 - accuracy: 0.8065
 155/1208 [==>...........................] - ETA: 2:48:52 - loss: 0.6667 - accuracy: 0.8068
 156/1208 [==>...........................] - ETA: 2:48:49 - loss: 0.6668 - accuracy: 0.8064
 157/1208 [==>...........................] - ETA: 2:48:48 - loss: 0.6666 - accuracy: 0.8062
 158/1208 [==>...........................] - ETA: 2:48:41 - loss: 0.6651 - accuracy: 0.8067
 159/1208 [==>...........................] - ETA: 2:48:34 - loss: 0.6641 - accuracy: 0.8068
 160/1208 [==>...........................] - ETA: 2:48:26 - loss: 0.6629 - accuracy: 0.8068
 161/1208 [==>...........................] - ETA: 2:48:14 - loss: 0.6622 - accuracy: 0.8067
 162/1208 [===>..........................] - ETA: 2:48:12 - loss: 0.6618 - accuracy: 0.8064
 163/1208 [===>..........................] - ETA: 2:48:03 - loss: 0.6614 - accuracy: 0.8065
 164/1208 [===>..........................] - ETA: 2:47:54 - loss: 0.6619 - accuracy: 0.8058
 165/1208 [===>..........................] - ETA: 2:47:46 - loss: 0.6622 - accuracy: 0.8050
 166/1208 [===>..........................] - ETA: 2:47:41 - loss: 0.6617 - accuracy: 0.8047
 167/1208 [===>..........................] - ETA: 2:47:30 - loss: 0.6609 - accuracy: 0.8047
 168/1208 [===>..........................] - ETA: 2:47:22 - loss: 0.6606 - accuracy: 0.8047
 169/1208 [===>..........................] - ETA: 2:47:08 - loss: 0.6596 - accuracy: 0.8049
 170/1208 [===>..........................] - ETA: 2:47:01 - loss: 0.6594 - accuracy: 0.8044
 171/1208 [===>..........................] - ETA: 2:46:51 - loss: 0.6593 - accuracy: 0.8041
 172/1208 [===>..........................] - ETA: 2:46:44 - loss: 0.6589 - accuracy: 0.8042
 173/1208 [===>..........................] - ETA: 2:46:34 - loss: 0.6585 - accuracy: 0.8041
 174/1208 [===>..........................] - ETA: 2:46:26 - loss: 0.6580 - accuracy: 0.8041
 175/1208 [===>..........................] - ETA: 2:46:16 - loss: 0.6573 - accuracy: 0.8043
 176/1208 [===>..........................] - ETA: 2:46:11 - loss: 0.6570 - accuracy: 0.8039
 177/1208 [===>..........................] - ETA: 2:46:07 - loss: 0.6563 - accuracy: 0.8039
 178/1208 [===>..........................] - ETA: 2:45:57 - loss: 0.6556 - accuracy: 0.8041
 179/1208 [===>..........................] - ETA: 2:45:49 - loss: 0.6557 - accuracy: 0.8037
 180/1208 [===>..........................] - ETA: 2:45:40 - loss: 0.6549 - accuracy: 0.8039
 181/1208 [===>..........................] - ETA: 2:45:31 - loss: 0.6540 - accuracy: 0.8041
 182/1208 [===>..........................] - ETA: 2:45:24 - loss: 0.6530 - accuracy: 0.8043
 183/1208 [===>..........................] - ETA: 2:45:14 - loss: 0.6526 - accuracy: 0.8043
 184/1208 [===>..........................] - ETA: 2:45:11 - loss: 0.6518 - accuracy: 0.8043
 185/1208 [===>..........................] - ETA: 2:45:01 - loss: 0.6513 - accuracy: 0.8041
 186/1208 [===>..........................] - ETA: 2:44:55 - loss: 0.6497 - accuracy: 0.8046
 187/1208 [===>..........................] - ETA: 2:44:46 - loss: 0.6496 - accuracy: 0.8043
 188/1208 [===>..........................] - ETA: 2:44:37 - loss: 0.6489 - accuracy: 0.8041
 189/1208 [===>..........................] - ETA: 2:44:28 - loss: 0.6479 - accuracy: 0.8044
 190/1208 [===>..........................] - ETA: 2:44:13 - loss: 0.6474 - accuracy: 0.8044
 191/1208 [===>..........................] - ETA: 2:44:02 - loss: 0.6466 - accuracy: 0.8046
 192/1208 [===>..........................] - ETA: 2:43:54 - loss: 0.6457 - accuracy: 0.8048
 193/1208 [===>..........................] - ETA: 2:43:42 - loss: 0.6448 - accuracy: 0.8050
 194/1208 [===>..........................] - ETA: 2:43:31 - loss: 0.6433 - accuracy: 0.8054
 195/1208 [===>..........................] - ETA: 2:43:20 - loss: 0.6425 - accuracy: 0.8054
 196/1208 [===>..........................] - ETA: 2:43:08 - loss: 0.6419 - accuracy: 0.8056
 197/1208 [===>..........................] - ETA: 2:42:55 - loss: 0.6412 - accuracy: 0.8056
 198/1208 [===>..........................] - ETA: 2:42:41 - loss: 0.6398 - accuracy: 0.8060
 199/1208 [===>..........................] - ETA: 2:42:29 - loss: 0.6389 - accuracy: 0.8059
 200/1208 [===>..........................] - ETA: 2:42:14 - loss: 0.6383 - accuracy: 0.8058
 201/1208 [===>..........................] - ETA: 2:41:59 - loss: 0.6375 - accuracy: 0.8060
 202/1208 [====>.........................] - ETA: 2:41:48 - loss: 0.6371 - accuracy: 0.8058
 203/1208 [====>.........................] - ETA: 2:41:39 - loss: 0.6368 - accuracy: 0.8057
 204/1208 [====>.........................] - ETA: 2:41:27 - loss: 0.6358 - accuracy: 0.8059
 205/1208 [====>.........................] - ETA: 2:41:18 - loss: 0.6349 - accuracy: 0.8060
 206/1208 [====>.........................] - ETA: 2:41:04 - loss: 0.6340 - accuracy: 0.8061
 207/1208 [====>.........................] - ETA: 2:40:53 - loss: 0.6330 - accuracy: 0.8062
 208/1208 [====>.........................] - ETA: 2:40:43 - loss: 0.6328 - accuracy: 0.8060
 209/1208 [====>.........................] - ETA: 2:40:32 - loss: 0.6318 - accuracy: 0.8060
 210/1208 [====>.........................] - ETA: 2:40:18 - loss: 0.6315 - accuracy: 0.8060
 211/1208 [====>.........................] - ETA: 2:40:06 - loss: 0.6312 - accuracy: 0.8061
 212/1208 [====>.........................] - ETA: 2:39:54 - loss: 0.6313 - accuracy: 0.8059
 213/1208 [====>.........................] - ETA: 2:39:46 - loss: 0.6311 - accuracy: 0.8059
 214/1208 [====>.........................] - ETA: 2:39:35 - loss: 0.6300 - accuracy: 0.8061
 215/1208 [====>.........................] - ETA: 2:39:23 - loss: 0.6294 - accuracy: 0.8061
 216/1208 [====>.........................] - ETA: 2:39:11 - loss: 0.6292 - accuracy: 0.8060
 217/1208 [====>.........................] - ETA: 2:38:55 - loss: 0.6290 - accuracy: 0.8060
 218/1208 [====>.........................] - ETA: 2:38:44 - loss: 0.6284 - accuracy: 0.8061
 219/1208 [====>.........................] - ETA: 2:38:31 - loss: 0.6271 - accuracy: 0.8066
 220/1208 [====>.........................] - ETA: 2:38:21 - loss: 0.6259 - accuracy: 0.8068
 221/1208 [====>.........................] - ETA: 2:38:11 - loss: 0.6248 - accuracy: 0.8072
 222/1208 [====>.........................] - ETA: 2:37:59 - loss: 0.6239 - accuracy: 0.8073
 223/1208 [====>.........................] - ETA: 2:37:48 - loss: 0.6238 - accuracy: 0.8071
 224/1208 [====>.........................] - ETA: 2:37:36 - loss: 0.6238 - accuracy: 0.8071
 225/1208 [====>.........................] - ETA: 2:37:24 - loss: 0.6229 - accuracy: 0.8069
 226/1208 [====>.........................] - ETA: 2:37:07 - loss: 0.6222 - accuracy: 0.8071
 227/1208 [====>.........................] - ETA: 2:36:53 - loss: 0.6212 - accuracy: 0.8073
 228/1208 [====>.........................] - ETA: 2:36:37 - loss: 0.6204 - accuracy: 0.8075
 229/1208 [====>.........................] - ETA: 2:36:23 - loss: 0.6201 - accuracy: 0.8072
 230/1208 [====>.........................] - ETA: 2:36:11 - loss: 0.6203 - accuracy: 0.8070
 231/1208 [====>.........................] - ETA: 2:35:59 - loss: 0.6197 - accuracy: 0.8072
 232/1208 [====>.........................] - ETA: 2:35:44 - loss: 0.6199 - accuracy: 0.8068
 233/1208 [====>.........................] - ETA: 2:35:29 - loss: 0.6196 - accuracy: 0.8069
 234/1208 [====>.........................] - ETA: 2:35:14 - loss: 0.6190 - accuracy: 0.8069
 235/1208 [====>.........................] - ETA: 2:34:59 - loss: 0.6195 - accuracy: 0.8064
 236/1208 [====>.........................] - ETA: 2:34:45 - loss: 0.6192 - accuracy: 0.8061
 237/1208 [====>.........................] - ETA: 2:34:31 - loss: 0.6182 - accuracy: 0.8065
 238/1208 [====>.........................] - ETA: 2:34:15 - loss: 0.6177 - accuracy: 0.8065
 239/1208 [====>.........................] - ETA: 2:34:02 - loss: 0.6171 - accuracy: 0.8066
 240/1208 [====>.........................] - ETA: 2:33:49 - loss: 0.6167 - accuracy: 0.8067
 241/1208 [====>.........................] - ETA: 2:33:34 - loss: 0.6161 - accuracy: 0.8069
 242/1208 [=====>........................] - ETA: 2:33:18 - loss: 0.6157 - accuracy: 0.8069
 243/1208 [=====>........................] - ETA: 2:33:03 - loss: 0.6156 - accuracy: 0.8068
 244/1208 [=====>........................] - ETA: 2:32:49 - loss: 0.6151 - accuracy: 0.8068
 245/1208 [=====>........................] - ETA: 2:32:36 - loss: 0.6143 - accuracy: 0.8070
 246/1208 [=====>........................] - ETA: 2:32:24 - loss: 0.6136 - accuracy: 0.8072
 247/1208 [=====>........................] - ETA: 2:32:12 - loss: 0.6132 - accuracy: 0.8073
 248/1208 [=====>........................] - ETA: 2:32:02 - loss: 0.6126 - accuracy: 0.8073
 249/1208 [=====>........................] - ETA: 2:31:55 - loss: 0.6120 - accuracy: 0.8074
 250/1208 [=====>........................] - ETA: 2:31:43 - loss: 0.6114 - accuracy: 0.8075
 251/1208 [=====>........................] - ETA: 2:31:29 - loss: 0.6114 - accuracy: 0.8073
 252/1208 [=====>........................] - ETA: 2:31:18 - loss: 0.6102 - accuracy: 0.8077
 253/1208 [=====>........................] - ETA: 2:31:08 - loss: 0.6100 - accuracy: 0.8075
 254/1208 [=====>........................] - ETA: 2:30:58 - loss: 0.6095 - accuracy: 0.8075
 255/1208 [=====>........................] - ETA: 2:30:47 - loss: 0.6086 - accuracy: 0.8077
 256/1208 [=====>........................] - ETA: 2:30:35 - loss: 0.6079 - accuracy: 0.8079
 257/1208 [=====>........................] - ETA: 2:30:25 - loss: 0.6078 - accuracy: 0.8077
 258/1208 [=====>........................] - ETA: 2:30:18 - loss: 0.6077 - accuracy: 0.8075
 259/1208 [=====>........................] - ETA: 2:30:13 - loss: 0.6075 - accuracy: 0.8075
 260/1208 [=====>........................] - ETA: 2:30:04 - loss: 0.6067 - accuracy: 0.8079
 261/1208 [=====>........................] - ETA: 2:29:53 - loss: 0.6059 - accuracy: 0.8078
 262/1208 [=====>........................] - ETA: 2:29:45 - loss: 0.6054 - accuracy: 0.8078
 263/1208 [=====>........................] - ETA: 2:29:36 - loss: 0.6058 - accuracy: 0.8075
 264/1208 [=====>........................] - ETA: 2:29:28 - loss: 0.6056 - accuracy: 0.8075
 265/1208 [=====>........................] - ETA: 2:29:20 - loss: 0.6052 - accuracy: 0.8073
 266/1208 [=====>........................] - ETA: 2:29:12 - loss: 0.6050 - accuracy: 0.8071
 267/1208 [=====>........................] - ETA: 2:29:02 - loss: 0.6047 - accuracy: 0.8072
 268/1208 [=====>........................] - ETA: 2:28:55 - loss: 0.6040 - accuracy: 0.8073
 269/1208 [=====>........................] - ETA: 2:28:46 - loss: 0.6036 - accuracy: 0.8072
 270/1208 [=====>........................] - ETA: 2:28:35 - loss: 0.6027 - accuracy: 0.8075
 271/1208 [=====>........................] - ETA: 2:28:25 - loss: 0.6020 - accuracy: 0.8077
 272/1208 [=====>........................] - ETA: 2:28:18 - loss: 0.6017 - accuracy: 0.8076
 273/1208 [=====>........................] - ETA: 2:28:11 - loss: 0.6010 - accuracy: 0.8078
 274/1208 [=====>........................] - ETA: 2:28:02 - loss: 0.6004 - accuracy: 0.8081
 275/1208 [=====>........................] - ETA: 2:27:53 - loss: 0.6001 - accuracy: 0.8080
 276/1208 [=====>........................] - ETA: 2:27:41 - loss: 0.5998 - accuracy: 0.8080
 277/1208 [=====>........................] - ETA: 2:27:34 - loss: 0.5992 - accuracy: 0.8082
 278/1208 [=====>........................] - ETA: 2:27:26 - loss: 0.5987 - accuracy: 0.8082
 279/1208 [=====>........................] - ETA: 2:27:19 - loss: 0.5990 - accuracy: 0.8079
 280/1208 [=====>........................] - ETA: 2:27:11 - loss: 0.5983 - accuracy: 0.8080
 281/1208 [=====>........................] - ETA: 2:27:01 - loss: 0.5979 - accuracy: 0.8081
 282/1208 [======>.......................] - ETA: 2:26:53 - loss: 0.5973 - accuracy: 0.8082
 283/1208 [======>.......................] - ETA: 2:26:44 - loss: 0.5975 - accuracy: 0.8080
 284/1208 [======>.......................] - ETA: 2:26:36 - loss: 0.5974 - accuracy: 0.8079
 285/1208 [======>.......................] - ETA: 2:26:27 - loss: 0.5971 - accuracy: 0.8080
 286/1208 [======>.......................] - ETA: 2:26:20 - loss: 0.5967 - accuracy: 0.8082
 287/1208 [======>.......................] - ETA: 2:26:11 - loss: 0.5961 - accuracy: 0.8085
 288/1208 [======>.......................] - ETA: 2:26:04 - loss: 0.5959 - accuracy: 0.8084
 289/1208 [======>.......................] - ETA: 2:25:57 - loss: 0.5953 - accuracy: 0.8087
 290/1208 [======>.......................] - ETA: 2:25:48 - loss: 0.5956 - accuracy: 0.8084
 291/1208 [======>.......................] - ETA: 2:25:41 - loss: 0.5949 - accuracy: 0.8085
 292/1208 [======>.......................] - ETA: 2:25:33 - loss: 0.5944 - accuracy: 0.8086
 293/1208 [======>.......................] - ETA: 2:25:25 - loss: 0.5942 - accuracy: 0.8086
 294/1208 [======>.......................] - ETA: 2:25:17 - loss: 0.5936 - accuracy: 0.8086
 295/1208 [======>.......................] - ETA: 2:25:09 - loss: 0.5934 - accuracy: 0.8085
 296/1208 [======>.......................] - ETA: 2:25:01 - loss: 0.5933 - accuracy: 0.8083
 297/1208 [======>.......................] - ETA: 2:24:54 - loss: 0.5930 - accuracy: 0.8082
 298/1208 [======>.......................] - ETA: 2:24:48 - loss: 0.5923 - accuracy: 0.8085
 299/1208 [======>.......................] - ETA: 2:24:40 - loss: 0.5918 - accuracy: 0.8085
 300/1208 [======>.......................] - ETA: 2:24:32 - loss: 0.5908 - accuracy: 0.8089
 301/1208 [======>.......................] - ETA: 2:24:25 - loss: 0.5910 - accuracy: 0.8087
 302/1208 [======>.......................] - ETA: 2:24:19 - loss: 0.5909 - accuracy: 0.8086
 303/1208 [======>.......................] - ETA: 2:24:11 - loss: 0.5905 - accuracy: 0.8086
 304/1208 [======>.......................] - ETA: 2:24:02 - loss: 0.5903 - accuracy: 0.8087
 305/1208 [======>.......................] - ETA: 2:23:54 - loss: 0.5900 - accuracy: 0.8087
 306/1208 [======>.......................] - ETA: 2:23:45 - loss: 0.5892 - accuracy: 0.8089
 307/1208 [======>.......................] - ETA: 2:23:38 - loss: 0.5885 - accuracy: 0.8091
 308/1208 [======>.......................] - ETA: 2:23:30 - loss: 0.5882 - accuracy: 0.8091
 309/1208 [======>.......................] - ETA: 2:23:22 - loss: 0.5876 - accuracy: 0.8092
 310/1208 [======>.......................] - ETA: 2:23:14 - loss: 0.5868 - accuracy: 0.8095
 311/1208 [======>.......................] - ETA: 2:23:05 - loss: 0.5863 - accuracy: 0.8095
 312/1208 [======>.......................] - ETA: 2:22:58 - loss: 0.5858 - accuracy: 0.8096
 313/1208 [======>.......................] - ETA: 2:22:48 - loss: 0.5857 - accuracy: 0.8095
 314/1208 [======>.......................] - ETA: 2:22:39 - loss: 0.5856 - accuracy: 0.8095
 315/1208 [======>.......................] - ETA: 2:22:31 - loss: 0.5855 - accuracy: 0.8095
 316/1208 [======>.......................] - ETA: 2:22:23 - loss: 0.5852 - accuracy: 0.8094
 317/1208 [======>.......................] - ETA: 2:22:13 - loss: 0.5849 - accuracy: 0.8095
 318/1208 [======>.......................] - ETA: 2:22:06 - loss: 0.5844 - accuracy: 0.8098
 319/1208 [======>.......................] - ETA: 2:21:57 - loss: 0.5840 - accuracy: 0.8101
 320/1208 [======>.......................] - ETA: 2:21:47 - loss: 0.5833 - accuracy: 0.8104
 321/1208 [======>.......................] - ETA: 2:21:38 - loss: 0.5827 - accuracy: 0.8105
 322/1208 [======>.......................] - ETA: 2:21:31 - loss: 0.5826 - accuracy: 0.8104
 323/1208 [=======>......................] - ETA: 2:21:23 - loss: 0.5823 - accuracy: 0.8104
 324/1208 [=======>......................] - ETA: 2:21:14 - loss: 0.5824 - accuracy: 0.8102
 325/1208 [=======>......................] - ETA: 2:21:05 - loss: 0.5823 - accuracy: 0.8102
 326/1208 [=======>......................] - ETA: 2:20:56 - loss: 0.5817 - accuracy: 0.8104
 327/1208 [=======>......................] - ETA: 2:20:49 - loss: 0.5806 - accuracy: 0.8107
 328/1208 [=======>......................] - ETA: 2:20:40 - loss: 0.5800 - accuracy: 0.8108
 329/1208 [=======>......................] - ETA: 2:20:33 - loss: 0.5793 - accuracy: 0.8109
 330/1208 [=======>......................] - ETA: 2:20:24 - loss: 0.5792 - accuracy: 0.8110
 331/1208 [=======>......................] - ETA: 2:20:15 - loss: 0.5789 - accuracy: 0.8110
 332/1208 [=======>......................] - ETA: 2:20:07 - loss: 0.5785 - accuracy: 0.8111
 333/1208 [=======>......................] - ETA: 2:19:59 - loss: 0.5788 - accuracy: 0.8110
 334/1208 [=======>......................] - ETA: 2:19:50 - loss: 0.5783 - accuracy: 0.8110
 335/1208 [=======>......................] - ETA: 2:19:43 - loss: 0.5777 - accuracy: 0.8112
 336/1208 [=======>......................] - ETA: 2:19:36 - loss: 0.5776 - accuracy: 0.8112
 337/1208 [=======>......................] - ETA: 2:19:28 - loss: 0.5770 - accuracy: 0.8113
 338/1208 [=======>......................] - ETA: 2:19:20 - loss: 0.5768 - accuracy: 0.8114
 339/1208 [=======>......................] - ETA: 2:19:12 - loss: 0.5766 - accuracy: 0.8113
 340/1208 [=======>......................] - ETA: 2:19:04 - loss: 0.5760 - accuracy: 0.8116
 341/1208 [=======>......................] - ETA: 2:18:54 - loss: 0.5761 - accuracy: 0.8115
 342/1208 [=======>......................] - ETA: 2:18:47 - loss: 0.5761 - accuracy: 0.8114
 343/1208 [=======>......................] - ETA: 2:18:38 - loss: 0.5759 - accuracy: 0.8114
 344/1208 [=======>......................] - ETA: 2:18:27 - loss: 0.5760 - accuracy: 0.8111
 345/1208 [=======>......................] - ETA: 2:18:18 - loss: 0.5754 - accuracy: 0.8114
 346/1208 [=======>......................] - ETA: 2:18:09 - loss: 0.5749 - accuracy: 0.8115
 347/1208 [=======>......................] - ETA: 2:18:00 - loss: 0.5743 - accuracy: 0.8117
 348/1208 [=======>......................] - ETA: 2:17:51 - loss: 0.5742 - accuracy: 0.8117
 349/1208 [=======>......................] - ETA: 2:17:39 - loss: 0.5737 - accuracy: 0.8119
 350/1208 [=======>......................] - ETA: 2:17:29 - loss: 0.5732 - accuracy: 0.8120
 351/1208 [=======>......................] - ETA: 2:17:19 - loss: 0.5727 - accuracy: 0.8122
 352/1208 [=======>......................] - ETA: 2:17:10 - loss: 0.5726 - accuracy: 0.8122
 353/1208 [=======>......................] - ETA: 2:16:59 - loss: 0.5723 - accuracy: 0.8123
 354/1208 [=======>......................] - ETA: 2:16:49 - loss: 0.5716 - accuracy: 0.8124
 355/1208 [=======>......................] - ETA: 2:16:39 - loss: 0.5716 - accuracy: 0.8123
 356/1208 [=======>......................] - ETA: 2:16:28 - loss: 0.5711 - accuracy: 0.8124
 357/1208 [=======>......................] - ETA: 2:16:18 - loss: 0.5707 - accuracy: 0.8123
 358/1208 [=======>......................] - ETA: 2:16:06 - loss: 0.5705 - accuracy: 0.8123
 359/1208 [=======>......................] - ETA: 2:15:55 - loss: 0.5701 - accuracy: 0.8124
 360/1208 [=======>......................] - ETA: 2:15:45 - loss: 0.5697 - accuracy: 0.8123
 361/1208 [=======>......................] - ETA: 2:15:34 - loss: 0.5689 - accuracy: 0.8125
 362/1208 [=======>......................] - ETA: 2:15:24 - loss: 0.5682 - accuracy: 0.8128
 363/1208 [========>.....................] - ETA: 2:15:13 - loss: 0.5681 - accuracy: 0.8128
 364/1208 [========>.....................] - ETA: 2:15:02 - loss: 0.5675 - accuracy: 0.8128
 365/1208 [========>.....................] - ETA: 2:14:51 - loss: 0.5676 - accuracy: 0.8126
 366/1208 [========>.....................] - ETA: 2:14:41 - loss: 0.5673 - accuracy: 0.8126
 367/1208 [========>.....................] - ETA: 2:14:31 - loss: 0.5668 - accuracy: 0.8127
 368/1208 [========>.....................] - ETA: 2:14:20 - loss: 0.5665 - accuracy: 0.8128
 369/1208 [========>.....................] - ETA: 2:14:09 - loss: 0.5660 - accuracy: 0.8130
 370/1208 [========>.....................] - ETA: 2:13:58 - loss: 0.5660 - accuracy: 0.8128
 371/1208 [========>.....................] - ETA: 2:13:48 - loss: 0.5654 - accuracy: 0.8130
 372/1208 [========>.....................] - ETA: 2:13:39 - loss: 0.5653 - accuracy: 0.8128
 373/1208 [========>.....................] - ETA: 2:13:31 - loss: 0.5650 - accuracy: 0.8129
 374/1208 [========>.....................] - ETA: 2:13:23 - loss: 0.5648 - accuracy: 0.8128
 375/1208 [========>.....................] - ETA: 2:13:14 - loss: 0.5643 - accuracy: 0.8130
 376/1208 [========>.....................] - ETA: 2:13:02 - loss: 0.5639 - accuracy: 0.8131
 377/1208 [========>.....................] - ETA: 2:12:54 - loss: 0.5637 - accuracy: 0.8132
 378/1208 [========>.....................] - ETA: 2:12:45 - loss: 0.5632 - accuracy: 0.8134
 379/1208 [========>.....................] - ETA: 2:12:37 - loss: 0.5632 - accuracy: 0.8133
 380/1208 [========>.....................] - ETA: 2:12:29 - loss: 0.5630 - accuracy: 0.8133
 381/1208 [========>.....................] - ETA: 2:12:20 - loss: 0.5631 - accuracy: 0.8132
 382/1208 [========>.....................] - ETA: 2:12:10 - loss: 0.5625 - accuracy: 0.8134
 383/1208 [========>.....................] - ETA: 2:12:02 - loss: 0.5625 - accuracy: 0.8133
 384/1208 [========>.....................] - ETA: 2:11:54 - loss: 0.5625 - accuracy: 0.8129
 385/1208 [========>.....................] - ETA: 2:11:47 - loss: 0.5624 - accuracy: 0.8129
 386/1208 [========>.....................] - ETA: 2:11:36 - loss: 0.5622 - accuracy: 0.8129
 387/1208 [========>.....................] - ETA: 2:11:28 - loss: 0.5620 - accuracy: 0.8129
 388/1208 [========>.....................] - ETA: 2:11:19 - loss: 0.5620 - accuracy: 0.8129
 389/1208 [========>.....................] - ETA: 2:11:11 - loss: 0.5624 - accuracy: 0.8126
 390/1208 [========>.....................] - ETA: 2:11:03 - loss: 0.5622 - accuracy: 0.8126
 391/1208 [========>.....................] - ETA: 2:10:56 - loss: 0.5616 - accuracy: 0.8127
 392/1208 [========>.....................] - ETA: 2:10:47 - loss: 0.5613 - accuracy: 0.8127
 393/1208 [========>.....................] - ETA: 2:10:39 - loss: 0.5611 - accuracy: 0.8127
 394/1208 [========>.....................] - ETA: 2:10:32 - loss: 0.5610 - accuracy: 0.8127
 395/1208 [========>.....................] - ETA: 2:10:22 - loss: 0.5608 - accuracy: 0.8126
 396/1208 [========>.....................] - ETA: 2:10:14 - loss: 0.5605 - accuracy: 0.8127
 397/1208 [========>.....................] - ETA: 2:10:05 - loss: 0.5599 - accuracy: 0.8130
 398/1208 [========>.....................] - ETA: 2:09:55 - loss: 0.5594 - accuracy: 0.8130
 399/1208 [========>.....................] - ETA: 2:09:47 - loss: 0.5595 - accuracy: 0.8130
 400/1208 [========>.....................] - ETA: 2:09:38 - loss: 0.5591 - accuracy: 0.8130
 401/1208 [========>.....................] - ETA: 2:09:29 - loss: 0.5590 - accuracy: 0.8131
 402/1208 [========>.....................] - ETA: 2:09:20 - loss: 0.5592 - accuracy: 0.8129
 403/1208 [=========>....................] - ETA: 2:09:11 - loss: 0.5594 - accuracy: 0.8127
 404/1208 [=========>....................] - ETA: 2:09:00 - loss: 0.5595 - accuracy: 0.8125
 405/1208 [=========>....................] - ETA: 2:08:51 - loss: 0.5598 - accuracy: 0.8123
 406/1208 [=========>....................] - ETA: 2:08:41 - loss: 0.5598 - accuracy: 0.8121
 407/1208 [=========>....................] - ETA: 2:08:31 - loss: 0.5601 - accuracy: 0.8116
 408/1208 [=========>....................] - ETA: 2:08:22 - loss: 0.5601 - accuracy: 0.8115
 409/1208 [=========>....................] - ETA: 2:08:13 - loss: 0.5603 - accuracy: 0.8112
 410/1208 [=========>....................] - ETA: 2:08:04 - loss: 0.5604 - accuracy: 0.8111
 411/1208 [=========>....................] - ETA: 2:07:56 - loss: 0.5604 - accuracy: 0.8111
 412/1208 [=========>....................] - ETA: 2:07:47 - loss: 0.5599 - accuracy: 0.8112
 413/1208 [=========>....................] - ETA: 2:07:38 - loss: 0.5599 - accuracy: 0.8111
 414/1208 [=========>....................] - ETA: 2:07:28 - loss: 0.5598 - accuracy: 0.8112
 415/1208 [=========>....................] - ETA: 2:07:19 - loss: 0.5598 - accuracy: 0.8111
 416/1208 [=========>....................] - ETA: 2:07:10 - loss: 0.5595 - accuracy: 0.8113
 417/1208 [=========>....................] - ETA: 2:07:01 - loss: 0.5592 - accuracy: 0.8113
 418/1208 [=========>....................] - ETA: 2:06:51 - loss: 0.5586 - accuracy: 0.8115
 419/1208 [=========>....................] - ETA: 2:06:44 - loss: 0.5589 - accuracy: 0.8114
 420/1208 [=========>....................] - ETA: 2:06:34 - loss: 0.5587 - accuracy: 0.8113
 421/1208 [=========>....................] - ETA: 2:06:26 - loss: 0.5587 - accuracy: 0.8112
 422/1208 [=========>....................] - ETA: 2:06:17 - loss: 0.5586 - accuracy: 0.8112
 423/1208 [=========>....................] - ETA: 2:06:09 - loss: 0.5583 - accuracy: 0.8112
 424/1208 [=========>....................] - ETA: 2:06:00 - loss: 0.5582 - accuracy: 0.8112
 425/1208 [=========>....................] - ETA: 2:05:52 - loss: 0.5579 - accuracy: 0.8114
 426/1208 [=========>....................] - ETA: 2:05:42 - loss: 0.5577 - accuracy: 0.8114
 427/1208 [=========>....................] - ETA: 2:05:33 - loss: 0.5574 - accuracy: 0.8116
 428/1208 [=========>....................] - ETA: 2:05:24 - loss: 0.5572 - accuracy: 0.8115
 429/1208 [=========>....................] - ETA: 2:05:17 - loss: 0.5570 - accuracy: 0.8115
 430/1208 [=========>....................] - ETA: 2:05:09 - loss: 0.5568 - accuracy: 0.8116
 431/1208 [=========>....................] - ETA: 2:05:01 - loss: 0.5562 - accuracy: 0.8118
 432/1208 [=========>....................] - ETA: 2:04:50 - loss: 0.5560 - accuracy: 0.8119
 433/1208 [=========>....................] - ETA: 2:04:43 - loss: 0.5560 - accuracy: 0.8119
 434/1208 [=========>....................] - ETA: 2:04:33 - loss: 0.5555 - accuracy: 0.8120
 435/1208 [=========>....................] - ETA: 2:04:24 - loss: 0.5549 - accuracy: 0.8121
 436/1208 [=========>....................] - ETA: 2:04:15 - loss: 0.5546 - accuracy: 0.8123
 437/1208 [=========>....................] - ETA: 2:04:05 - loss: 0.5545 - accuracy: 0.8123
 438/1208 [=========>....................] - ETA: 2:03:58 - loss: 0.5546 - accuracy: 0.8121
 439/1208 [=========>....................] - ETA: 2:03:49 - loss: 0.5543 - accuracy: 0.8123
 440/1208 [=========>....................] - ETA: 2:03:40 - loss: 0.5543 - accuracy: 0.8122
 441/1208 [=========>....................] - ETA: 2:03:32 - loss: 0.5544 - accuracy: 0.8121
 442/1208 [=========>....................] - ETA: 2:03:24 - loss: 0.5542 - accuracy: 0.8121
 443/1208 [==========>...................] - ETA: 2:03:15 - loss: 0.5542 - accuracy: 0.8120
 444/1208 [==========>...................] - ETA: 2:03:05 - loss: 0.5541 - accuracy: 0.8120
 445/1208 [==========>...................] - ETA: 2:02:56 - loss: 0.5539 - accuracy: 0.8121
 446/1208 [==========>...................] - ETA: 2:02:48 - loss: 0.5538 - accuracy: 0.8121
 447/1208 [==========>...................] - ETA: 2:02:37 - loss: 0.5537 - accuracy: 0.8122
 448/1208 [==========>...................] - ETA: 2:02:27 - loss: 0.5533 - accuracy: 0.8122
 449/1208 [==========>...................] - ETA: 2:02:19 - loss: 0.5531 - accuracy: 0.8123
 450/1208 [==========>...................] - ETA: 2:02:11 - loss: 0.5529 - accuracy: 0.8123
 451/1208 [==========>...................] - ETA: 2:02:02 - loss: 0.5529 - accuracy: 0.8122
 452/1208 [==========>...................] - ETA: 2:01:52 - loss: 0.5528 - accuracy: 0.8122
 453/1208 [==========>...................] - ETA: 2:01:43 - loss: 0.5529 - accuracy: 0.8121
 454/1208 [==========>...................] - ETA: 2:01:34 - loss: 0.5527 - accuracy: 0.8122
 455/1208 [==========>...................] - ETA: 2:01:24 - loss: 0.5526 - accuracy: 0.8122
 456/1208 [==========>...................] - ETA: 2:01:13 - loss: 0.5528 - accuracy: 0.8120
 457/1208 [==========>...................] - ETA: 2:01:02 - loss: 0.5522 - accuracy: 0.8123
 458/1208 [==========>...................] - ETA: 2:00:52 - loss: 0.5524 - accuracy: 0.8120
 459/1208 [==========>...................] - ETA: 2:00:42 - loss: 0.5526 - accuracy: 0.8120
 460/1208 [==========>...................] - ETA: 2:00:31 - loss: 0.5526 - accuracy: 0.8118
 461/1208 [==========>...................] - ETA: 2:00:20 - loss: 0.5526 - accuracy: 0.8117
 462/1208 [==========>...................] - ETA: 2:00:09 - loss: 0.5524 - accuracy: 0.8117
 463/1208 [==========>...................] - ETA: 1:59:58 - loss: 0.5521 - accuracy: 0.8118
 464/1208 [==========>...................] - ETA: 1:59:47 - loss: 0.5517 - accuracy: 0.8120
 465/1208 [==========>...................] - ETA: 1:59:36 - loss: 0.5515 - accuracy: 0.8120
 466/1208 [==========>...................] - ETA: 1:59:26 - loss: 0.5513 - accuracy: 0.8120
 467/1208 [==========>...................] - ETA: 1:59:16 - loss: 0.5509 - accuracy: 0.8121
 468/1208 [==========>...................] - ETA: 1:59:06 - loss: 0.5506 - accuracy: 0.8121
 469/1208 [==========>...................] - ETA: 1:58:54 - loss: 0.5507 - accuracy: 0.8121
 470/1208 [==========>...................] - ETA: 1:58:45 - loss: 0.5501 - accuracy: 0.8123
 471/1208 [==========>...................] - ETA: 1:58:34 - loss: 0.5498 - accuracy: 0.8123
 472/1208 [==========>...................] - ETA: 1:58:24 - loss: 0.5496 - accuracy: 0.8124
 473/1208 [==========>...................] - ETA: 1:58:15 - loss: 0.5494 - accuracy: 0.8124
 474/1208 [==========>...................] - ETA: 1:58:04 - loss: 0.5495 - accuracy: 0.8122
 475/1208 [==========>...................] - ETA: 1:57:55 - loss: 0.5497 - accuracy: 0.8122
 476/1208 [==========>...................] - ETA: 1:57:45 - loss: 0.5494 - accuracy: 0.8123
 477/1208 [==========>...................] - ETA: 1:57:35 - loss: 0.5491 - accuracy: 0.8122
 478/1208 [==========>...................] - ETA: 1:57:23 - loss: 0.5489 - accuracy: 0.8123
 479/1208 [==========>...................] - ETA: 1:57:10 - loss: 0.5488 - accuracy: 0.8123
 480/1208 [==========>...................] - ETA: 1:57:01 - loss: 0.5489 - accuracy: 0.8122
 481/1208 [==========>...................] - ETA: 1:56:50 - loss: 0.5489 - accuracy: 0.8122
 482/1208 [==========>...................] - ETA: 1:56:40 - loss: 0.5486 - accuracy: 0.8121
 483/1208 [==========>...................] - ETA: 1:56:30 - loss: 0.5487 - accuracy: 0.8120
 484/1208 [===========>..................] - ETA: 1:56:19 - loss: 0.5482 - accuracy: 0.8121
 485/1208 [===========>..................] - ETA: 1:56:09 - loss: 0.5480 - accuracy: 0.8122
 486/1208 [===========>..................] - ETA: 1:56:00 - loss: 0.5479 - accuracy: 0.8122
 487/1208 [===========>..................] - ETA: 1:55:52 - loss: 0.5478 - accuracy: 0.8123
 488/1208 [===========>..................] - ETA: 1:55:44 - loss: 0.5476 - accuracy: 0.8122
 489/1208 [===========>..................] - ETA: 1:55:36 - loss: 0.5471 - accuracy: 0.8125
 490/1208 [===========>..................] - ETA: 1:55:26 - loss: 0.5468 - accuracy: 0.8125
 491/1208 [===========>..................] - ETA: 1:55:18 - loss: 0.5468 - accuracy: 0.8126
 492/1208 [===========>..................] - ETA: 1:55:10 - loss: 0.5463 - accuracy: 0.8128
 493/1208 [===========>..................] - ETA: 1:55:01 - loss: 0.5459 - accuracy: 0.8129
 494/1208 [===========>..................] - ETA: 1:54:51 - loss: 0.5456 - accuracy: 0.8130
 495/1208 [===========>..................] - ETA: 1:54:43 - loss: 0.5458 - accuracy: 0.8129
 496/1208 [===========>..................] - ETA: 1:54:33 - loss: 0.5458 - accuracy: 0.8129
 497/1208 [===========>..................] - ETA: 1:54:24 - loss: 0.5455 - accuracy: 0.8130
 498/1208 [===========>..................] - ETA: 1:54:15 - loss: 0.5455 - accuracy: 0.8130
 499/1208 [===========>..................] - ETA: 1:54:06 - loss: 0.5452 - accuracy: 0.8131
 500/1208 [===========>..................] - ETA: 1:53:55 - loss: 0.5448 - accuracy: 0.8132
 501/1208 [===========>..................] - ETA: 1:53:46 - loss: 0.5446 - accuracy: 0.8132
 502/1208 [===========>..................] - ETA: 1:53:37 - loss: 0.5444 - accuracy: 0.8132
 503/1208 [===========>..................] - ETA: 1:53:27 - loss: 0.5441 - accuracy: 0.8132
 504/1208 [===========>..................] - ETA: 1:53:18 - loss: 0.5440 - accuracy: 0.8132
 505/1208 [===========>..................] - ETA: 1:53:09 - loss: 0.5440 - accuracy: 0.8131
 506/1208 [===========>..................] - ETA: 1:53:00 - loss: 0.5438 - accuracy: 0.8131
 507/1208 [===========>..................] - ETA: 1:52:50 - loss: 0.5434 - accuracy: 0.8131
 508/1208 [===========>..................] - ETA: 1:52:38 - loss: 0.5433 - accuracy: 0.8131
 509/1208 [===========>..................] - ETA: 1:52:28 - loss: 0.5432 - accuracy: 0.8131
 510/1208 [===========>..................] - ETA: 1:52:19 - loss: 0.5427 - accuracy: 0.8132
 511/1208 [===========>..................] - ETA: 1:52:09 - loss: 0.5423 - accuracy: 0.8134
 512/1208 [===========>..................] - ETA: 1:52:00 - loss: 0.5424 - accuracy: 0.8133
 513/1208 [===========>..................] - ETA: 1:51:52 - loss: 0.5418 - accuracy: 0.8135
 514/1208 [===========>..................] - ETA: 1:51:43 - loss: 0.5414 - accuracy: 0.8136
 515/1208 [===========>..................] - ETA: 1:51:34 - loss: 0.5410 - accuracy: 0.8137
 516/1208 [===========>..................] - ETA: 1:51:25 - loss: 0.5406 - accuracy: 0.8139
 517/1208 [===========>..................] - ETA: 1:51:16 - loss: 0.5404 - accuracy: 0.8140
 518/1208 [===========>..................] - ETA: 1:51:07 - loss: 0.5400 - accuracy: 0.8141
 519/1208 [===========>..................] - ETA: 1:50:58 - loss: 0.5401 - accuracy: 0.8140
 520/1208 [===========>..................] - ETA: 1:50:50 - loss: 0.5394 - accuracy: 0.8142
 521/1208 [===========>..................] - ETA: 1:50:41 - loss: 0.5393 - accuracy: 0.8143
 522/1208 [===========>..................] - ETA: 1:50:31 - loss: 0.5393 - accuracy: 0.8142
 523/1208 [===========>..................] - ETA: 1:50:22 - loss: 0.5392 - accuracy: 0.8142
 524/1208 [============>.................] - ETA: 1:50:13 - loss: 0.5394 - accuracy: 0.8140
 525/1208 [============>.................] - ETA: 1:50:06 - loss: 0.5391 - accuracy: 0.8140
 526/1208 [============>.................] - ETA: 1:49:56 - loss: 0.5389 - accuracy: 0.8141
 527/1208 [============>.................] - ETA: 1:49:47 - loss: 0.5388 - accuracy: 0.8141
 528/1208 [============>.................] - ETA: 1:49:39 - loss: 0.5387 - accuracy: 0.8142
 529/1208 [============>.................] - ETA: 1:49:30 - loss: 0.5386 - accuracy: 0.8141
 530/1208 [============>.................] - ETA: 1:49:21 - loss: 0.5383 - accuracy: 0.8142
 531/1208 [============>.................] - ETA: 1:49:12 - loss: 0.5383 - accuracy: 0.8143
 532/1208 [============>.................] - ETA: 1:49:03 - loss: 0.5382 - accuracy: 0.8141
 533/1208 [============>.................] - ETA: 1:48:54 - loss: 0.5380 - accuracy: 0.8142
 534/1208 [============>.................] - ETA: 1:48:45 - loss: 0.5381 - accuracy: 0.8141
 535/1208 [============>.................] - ETA: 1:48:36 - loss: 0.5379 - accuracy: 0.8141
 536/1208 [============>.................] - ETA: 1:48:27 - loss: 0.5375 - accuracy: 0.8142
 537/1208 [============>.................] - ETA: 1:48:17 - loss: 0.5372 - accuracy: 0.8142
 538/1208 [============>.................] - ETA: 1:48:08 - loss: 0.5372 - accuracy: 0.8142
 539/1208 [============>.................] - ETA: 1:47:57 - loss: 0.5370 - accuracy: 0.8141
 540/1208 [============>.................] - ETA: 1:47:47 - loss: 0.5366 - accuracy: 0.8142
 541/1208 [============>.................] - ETA: 1:47:38 - loss: 0.5365 - accuracy: 0.8143
 542/1208 [============>.................] - ETA: 1:47:28 - loss: 0.5365 - accuracy: 0.8143
 543/1208 [============>.................] - ETA: 1:47:18 - loss: 0.5365 - accuracy: 0.8143
 544/1208 [============>.................] - ETA: 1:47:08 - loss: 0.5363 - accuracy: 0.8143
 545/1208 [============>.................] - ETA: 1:46:59 - loss: 0.5365 - accuracy: 0.8142
 546/1208 [============>.................] - ETA: 1:46:50 - loss: 0.5364 - accuracy: 0.8142
 547/1208 [============>.................] - ETA: 1:46:40 - loss: 0.5361 - accuracy: 0.8143
 548/1208 [============>.................] - ETA: 1:46:31 - loss: 0.5360 - accuracy: 0.8143
 549/1208 [============>.................] - ETA: 1:46:22 - loss: 0.5358 - accuracy: 0.8143
 550/1208 [============>.................] - ETA: 1:46:13 - loss: 0.5356 - accuracy: 0.8144
 551/1208 [============>.................] - ETA: 1:46:04 - loss: 0.5354 - accuracy: 0.8144
 552/1208 [============>.................] - ETA: 1:45:54 - loss: 0.5353 - accuracy: 0.8143
 553/1208 [============>.................] - ETA: 1:45:45 - loss: 0.5352 - accuracy: 0.8143
 554/1208 [============>.................] - ETA: 1:45:35 - loss: 0.5351 - accuracy: 0.8144
 555/1208 [============>.................] - ETA: 1:45:26 - loss: 0.5351 - accuracy: 0.8143
 556/1208 [============>.................] - ETA: 1:45:17 - loss: 0.5352 - accuracy: 0.8144
 557/1208 [============>.................] - ETA: 1:45:08 - loss: 0.5351 - accuracy: 0.8144
 558/1208 [============>.................] - ETA: 1:44:58 - loss: 0.5349 - accuracy: 0.8144
 559/1208 [============>.................] - ETA: 1:44:49 - loss: 0.5347 - accuracy: 0.8145
 560/1208 [============>.................] - ETA: 1:44:41 - loss: 0.5350 - accuracy: 0.8143
 561/1208 [============>.................] - ETA: 1:44:32 - loss: 0.5350 - accuracy: 0.8141
 562/1208 [============>.................] - ETA: 1:44:23 - loss: 0.5348 - accuracy: 0.8142
 563/1208 [============>.................] - ETA: 1:44:13 - loss: 0.5347 - accuracy: 0.8141
 564/1208 [=============>................] - ETA: 1:44:04 - loss: 0.5343 - accuracy: 0.8142
 565/1208 [=============>................] - ETA: 1:43:55 - loss: 0.5341 - accuracy: 0.8142
 566/1208 [=============>................] - ETA: 1:43:46 - loss: 0.5337 - accuracy: 0.8143
 567/1208 [=============>................] - ETA: 1:43:37 - loss: 0.5333 - accuracy: 0.8145
 568/1208 [=============>................] - ETA: 1:43:28 - loss: 0.5334 - accuracy: 0.8144
 569/1208 [=============>................] - ETA: 1:43:19 - loss: 0.5333 - accuracy: 0.8144
 570/1208 [=============>................] - ETA: 1:43:09 - loss: 0.5331 - accuracy: 0.8145
 571/1208 [=============>................] - ETA: 1:42:58 - loss: 0.5328 - accuracy: 0.8146
 572/1208 [=============>................] - ETA: 1:42:48 - loss: 0.5327 - accuracy: 0.8146
 573/1208 [=============>................] - ETA: 1:42:38 - loss: 0.5325 - accuracy: 0.8147
 574/1208 [=============>................] - ETA: 1:42:26 - loss: 0.5320 - accuracy: 0.8148
 575/1208 [=============>................] - ETA: 1:42:16 - loss: 0.5319 - accuracy: 0.8147
 576/1208 [=============>................] - ETA: 1:42:06 - loss: 0.5318 - accuracy: 0.8147
 577/1208 [=============>................] - ETA: 1:41:56 - loss: 0.5316 - accuracy: 0.8148
 578/1208 [=============>................] - ETA: 1:41:46 - loss: 0.5317 - accuracy: 0.8147
 579/1208 [=============>................] - ETA: 1:41:36 - loss: 0.5317 - accuracy: 0.8146
 580/1208 [=============>................] - ETA: 1:41:26 - loss: 0.5318 - accuracy: 0.8145
 581/1208 [=============>................] - ETA: 1:41:16 - loss: 0.5316 - accuracy: 0.8147
 582/1208 [=============>................] - ETA: 1:41:06 - loss: 0.5313 - accuracy: 0.8148
 583/1208 [=============>................] - ETA: 1:40:56 - loss: 0.5310 - accuracy: 0.8149
 584/1208 [=============>................] - ETA: 1:40:45 - loss: 0.5306 - accuracy: 0.8151
 585/1208 [=============>................] - ETA: 1:40:35 - loss: 0.5304 - accuracy: 0.8151
 586/1208 [=============>................] - ETA: 1:40:24 - loss: 0.5301 - accuracy: 0.8152
 587/1208 [=============>................] - ETA: 1:40:13 - loss: 0.5301 - accuracy: 0.8152
 588/1208 [=============>................] - ETA: 1:40:03 - loss: 0.5298 - accuracy: 0.8153
 589/1208 [=============>................] - ETA: 1:39:52 - loss: 0.5295 - accuracy: 0.8154
 590/1208 [=============>................] - ETA: 1:39:41 - loss: 0.5294 - accuracy: 0.8154
 591/1208 [=============>................] - ETA: 1:39:31 - loss: 0.5293 - accuracy: 0.8155
 592/1208 [=============>................] - ETA: 1:39:19 - loss: 0.5291 - accuracy: 0.8155
 593/1208 [=============>................] - ETA: 1:39:08 - loss: 0.5290 - accuracy: 0.8155
 594/1208 [=============>................] - ETA: 1:38:57 - loss: 0.5288 - accuracy: 0.8155
 595/1208 [=============>................] - ETA: 1:38:47 - loss: 0.5289 - accuracy: 0.8154
 596/1208 [=============>................] - ETA: 1:38:37 - loss: 0.5287 - accuracy: 0.8153
 597/1208 [=============>................] - ETA: 1:38:26 - loss: 0.5284 - accuracy: 0.8155
 598/1208 [=============>................] - ETA: 1:38:16 - loss: 0.5280 - accuracy: 0.8157
 599/1208 [=============>................] - ETA: 1:38:05 - loss: 0.5278 - accuracy: 0.8157
 600/1208 [=============>................] - ETA: 1:37:56 - loss: 0.5275 - accuracy: 0.8158
 601/1208 [=============>................] - ETA: 1:37:46 - loss: 0.5273 - accuracy: 0.8159
 602/1208 [=============>................] - ETA: 1:37:36 - loss: 0.5271 - accuracy: 0.8160
 603/1208 [=============>................] - ETA: 1:37:27 - loss: 0.5270 - accuracy: 0.8160
 604/1208 [==============>...............] - ETA: 1:37:17 - loss: 0.5267 - accuracy: 0.8161
 605/1208 [==============>...............] - ETA: 1:37:08 - loss: 0.5270 - accuracy: 0.8160
 606/1208 [==============>...............] - ETA: 1:36:59 - loss: 0.5266 - accuracy: 0.8161
 607/1208 [==============>...............] - ETA: 1:36:50 - loss: 0.5267 - accuracy: 0.8161
 608/1208 [==============>...............] - ETA: 1:36:41 - loss: 0.5265 - accuracy: 0.8162
 609/1208 [==============>...............] - ETA: 1:36:32 - loss: 0.5264 - accuracy: 0.8161
 610/1208 [==============>...............] - ETA: 1:36:23 - loss: 0.5261 - accuracy: 0.8163
 611/1208 [==============>...............] - ETA: 1:36:14 - loss: 0.5261 - accuracy: 0.8163
 612/1208 [==============>...............] - ETA: 1:36:05 - loss: 0.5260 - accuracy: 0.8162
 613/1208 [==============>...............] - ETA: 1:35:56 - loss: 0.5257 - accuracy: 0.8163
 614/1208 [==============>...............] - ETA: 1:35:48 - loss: 0.5254 - accuracy: 0.8164
 615/1208 [==============>...............] - ETA: 1:35:38 - loss: 0.5254 - accuracy: 0.8164
 616/1208 [==============>...............] - ETA: 1:35:29 - loss: 0.5253 - accuracy: 0.8164
 617/1208 [==============>...............] - ETA: 1:35:20 - loss: 0.5250 - accuracy: 0.8165
 618/1208 [==============>...............] - ETA: 1:35:11 - loss: 0.5250 - accuracy: 0.8165
 619/1208 [==============>...............] - ETA: 1:35:02 - loss: 0.5252 - accuracy: 0.8164
 620/1208 [==============>...............] - ETA: 1:34:52 - loss: 0.5250 - accuracy: 0.8165
 621/1208 [==============>...............] - ETA: 1:34:43 - loss: 0.5252 - accuracy: 0.8164
 622/1208 [==============>...............] - ETA: 1:34:34 - loss: 0.5255 - accuracy: 0.8163
 623/1208 [==============>...............] - ETA: 1:34:24 - loss: 0.5252 - accuracy: 0.8164
 624/1208 [==============>...............] - ETA: 1:34:14 - loss: 0.5251 - accuracy: 0.8164
 625/1208 [==============>...............] - ETA: 1:34:05 - loss: 0.5249 - accuracy: 0.8163
 626/1208 [==============>...............] - ETA: 1:33:56 - loss: 0.5250 - accuracy: 0.8163
 627/1208 [==============>...............] - ETA: 1:33:47 - loss: 0.5248 - accuracy: 0.8164
 628/1208 [==============>...............] - ETA: 1:33:38 - loss: 0.5247 - accuracy: 0.8165
 629/1208 [==============>...............] - ETA: 1:33:29 - loss: 0.5245 - accuracy: 0.8165
 630/1208 [==============>...............] - ETA: 1:33:20 - loss: 0.5242 - accuracy: 0.8167
 631/1208 [==============>...............] - ETA: 1:33:10 - loss: 0.5240 - accuracy: 0.8169
 632/1208 [==============>...............] - ETA: 1:33:01 - loss: 0.5241 - accuracy: 0.8168
 633/1208 [==============>...............] - ETA: 1:32:51 - loss: 0.5238 - accuracy: 0.8169
 634/1208 [==============>...............] - ETA: 1:32:42 - loss: 0.5238 - accuracy: 0.8169
 635/1208 [==============>...............] - ETA: 1:32:32 - loss: 0.5233 - accuracy: 0.8171
 636/1208 [==============>...............] - ETA: 1:32:22 - loss: 0.5237 - accuracy: 0.8169
 637/1208 [==============>...............] - ETA: 1:32:13 - loss: 0.5236 - accuracy: 0.8169
 638/1208 [==============>...............] - ETA: 1:32:04 - loss: 0.5236 - accuracy: 0.8169
 639/1208 [==============>...............] - ETA: 1:31:53 - loss: 0.5234 - accuracy: 0.8169
 640/1208 [==============>...............] - ETA: 1:31:43 - loss: 0.5232 - accuracy: 0.8169
 641/1208 [==============>...............] - ETA: 1:31:34 - loss: 0.5231 - accuracy: 0.8170
 642/1208 [==============>...............] - ETA: 1:31:24 - loss: 0.5226 - accuracy: 0.8172
 643/1208 [==============>...............] - ETA: 1:31:15 - loss: 0.5225 - accuracy: 0.8172
 644/1208 [==============>...............] - ETA: 1:31:05 - loss: 0.5226 - accuracy: 0.8171
 645/1208 [===============>..............] - ETA: 1:30:56 - loss: 0.5226 - accuracy: 0.8172
 646/1208 [===============>..............] - ETA: 1:30:46 - loss: 0.5225 - accuracy: 0.8171
 647/1208 [===============>..............] - ETA: 1:30:37 - loss: 0.5223 - accuracy: 0.8172
 648/1208 [===============>..............] - ETA: 1:30:28 - loss: 0.5222 - accuracy: 0.8172
 649/1208 [===============>..............] - ETA: 1:30:18 - loss: 0.5219 - accuracy: 0.8173
 650/1208 [===============>..............] - ETA: 1:30:09 - loss: 0.5218 - accuracy: 0.8173
 651/1208 [===============>..............] - ETA: 1:29:59 - loss: 0.5218 - accuracy: 0.8173
 652/1208 [===============>..............] - ETA: 1:29:50 - loss: 0.5215 - accuracy: 0.8174
 653/1208 [===============>..............] - ETA: 1:29:41 - loss: 0.5217 - accuracy: 0.8172
 654/1208 [===============>..............] - ETA: 1:29:32 - loss: 0.5215 - accuracy: 0.8172
 655/1208 [===============>..............] - ETA: 1:29:23 - loss: 0.5214 - accuracy: 0.8173
 656/1208 [===============>..............] - ETA: 1:29:14 - loss: 0.5214 - accuracy: 0.8173
 657/1208 [===============>..............] - ETA: 1:29:05 - loss: 0.5211 - accuracy: 0.8173
 658/1208 [===============>..............] - ETA: 1:28:56 - loss: 0.5208 - accuracy: 0.8175
 659/1208 [===============>..............] - ETA: 1:28:47 - loss: 0.5206 - accuracy: 0.8175
 660/1208 [===============>..............] - ETA: 1:28:37 - loss: 0.5205 - accuracy: 0.8175
 661/1208 [===============>..............] - ETA: 1:28:27 - loss: 0.5206 - accuracy: 0.8174
 662/1208 [===============>..............] - ETA: 1:28:18 - loss: 0.5204 - accuracy: 0.8175
 663/1208 [===============>..............] - ETA: 1:28:09 - loss: 0.5205 - accuracy: 0.8174
 664/1208 [===============>..............] - ETA: 1:27:59 - loss: 0.5203 - accuracy: 0.8174
 665/1208 [===============>..............] - ETA: 1:27:50 - loss: 0.5202 - accuracy: 0.8175
 666/1208 [===============>..............] - ETA: 1:27:41 - loss: 0.5199 - accuracy: 0.8176
 667/1208 [===============>..............] - ETA: 1:27:32 - loss: 0.5198 - accuracy: 0.8177
 668/1208 [===============>..............] - ETA: 1:27:23 - loss: 0.5196 - accuracy: 0.8176
 669/1208 [===============>..............] - ETA: 1:27:13 - loss: 0.5196 - accuracy: 0.8177
 670/1208 [===============>..............] - ETA: 1:27:03 - loss: 0.5197 - accuracy: 0.8176
 671/1208 [===============>..............] - ETA: 1:26:54 - loss: 0.5196 - accuracy: 0.8177
 672/1208 [===============>..............] - ETA: 1:26:44 - loss: 0.5195 - accuracy: 0.8177
 673/1208 [===============>..............] - ETA: 1:26:35 - loss: 0.5194 - accuracy: 0.8177
 674/1208 [===============>..............] - ETA: 1:26:25 - loss: 0.5193 - accuracy: 0.8178
 675/1208 [===============>..............] - ETA: 1:26:16 - loss: 0.5191 - accuracy: 0.8178
 676/1208 [===============>..............] - ETA: 1:26:06 - loss: 0.5188 - accuracy: 0.8180
 677/1208 [===============>..............] - ETA: 1:25:56 - loss: 0.5186 - accuracy: 0.8181
 678/1208 [===============>..............] - ETA: 1:25:47 - loss: 0.5185 - accuracy: 0.8181
 679/1208 [===============>..............] - ETA: 1:25:37 - loss: 0.5183 - accuracy: 0.8182
 680/1208 [===============>..............] - ETA: 1:25:27 - loss: 0.5182 - accuracy: 0.8182
 681/1208 [===============>..............] - ETA: 1:25:18 - loss: 0.5179 - accuracy: 0.8184
 682/1208 [===============>..............] - ETA: 1:25:08 - loss: 0.5180 - accuracy: 0.8183
 683/1208 [===============>..............] - ETA: 1:24:58 - loss: 0.5178 - accuracy: 0.8183
 684/1208 [===============>..............] - ETA: 1:24:47 - loss: 0.5178 - accuracy: 0.8184
 685/1208 [================>.............] - ETA: 1:24:37 - loss: 0.5177 - accuracy: 0.8184
 686/1208 [================>.............] - ETA: 1:24:26 - loss: 0.5175 - accuracy: 0.8184
 687/1208 [================>.............] - ETA: 1:24:16 - loss: 0.5173 - accuracy: 0.8184
 688/1208 [================>.............] - ETA: 1:24:06 - loss: 0.5171 - accuracy: 0.8185
 689/1208 [================>.............] - ETA: 1:23:56 - loss: 0.5169 - accuracy: 0.8186
 690/1208 [================>.............] - ETA: 1:23:45 - loss: 0.5168 - accuracy: 0.8186
 691/1208 [================>.............] - ETA: 1:23:35 - loss: 0.5168 - accuracy: 0.8185
 692/1208 [================>.............] - ETA: 1:23:25 - loss: 0.5170 - accuracy: 0.8185
 693/1208 [================>.............] - ETA: 1:23:14 - loss: 0.5168 - accuracy: 0.8186
 694/1208 [================>.............] - ETA: 1:23:04 - loss: 0.5166 - accuracy: 0.8186
 695/1208 [================>.............] - ETA: 1:22:54 - loss: 0.5165 - accuracy: 0.8186
 696/1208 [================>.............] - ETA: 1:22:44 - loss: 0.5165 - accuracy: 0.8185
 697/1208 [================>.............] - ETA: 1:22:33 - loss: 0.5162 - accuracy: 0.8186
 698/1208 [================>.............] - ETA: 1:22:23 - loss: 0.5160 - accuracy: 0.8187
 699/1208 [================>.............] - ETA: 1:22:13 - loss: 0.5162 - accuracy: 0.8186
 700/1208 [================>.............] - ETA: 1:22:03 - loss: 0.5161 - accuracy: 0.8185
 701/1208 [================>.............] - ETA: 1:21:53 - loss: 0.5160 - accuracy: 0.8186
 702/1208 [================>.............] - ETA: 1:21:43 - loss: 0.5162 - accuracy: 0.8185
 703/1208 [================>.............] - ETA: 1:21:33 - loss: 0.5163 - accuracy: 0.8185
 704/1208 [================>.............] - ETA: 1:21:23 - loss: 0.5162 - accuracy: 0.8185
 705/1208 [================>.............] - ETA: 1:21:14 - loss: 0.5159 - accuracy: 0.8186
 706/1208 [================>.............] - ETA: 1:21:04 - loss: 0.5158 - accuracy: 0.8186
 707/1208 [================>.............] - ETA: 1:20:54 - loss: 0.5156 - accuracy: 0.8187
 708/1208 [================>.............] - ETA: 1:20:43 - loss: 0.5154 - accuracy: 0.8188
 709/1208 [================>.............] - ETA: 1:20:34 - loss: 0.5152 - accuracy: 0.8189
 710/1208 [================>.............] - ETA: 1:20:24 - loss: 0.5154 - accuracy: 0.8187
 711/1208 [================>.............] - ETA: 1:20:14 - loss: 0.5153 - accuracy: 0.8187
 712/1208 [================>.............] - ETA: 1:20:05 - loss: 0.5154 - accuracy: 0.8187
 713/1208 [================>.............] - ETA: 1:19:56 - loss: 0.5153 - accuracy: 0.8186
 714/1208 [================>.............] - ETA: 1:19:46 - loss: 0.5152 - accuracy: 0.8186
 715/1208 [================>.............] - ETA: 1:19:37 - loss: 0.5155 - accuracy: 0.8184
 716/1208 [================>.............] - ETA: 1:19:26 - loss: 0.5155 - accuracy: 0.8184
 717/1208 [================>.............] - ETA: 1:19:16 - loss: 0.5153 - accuracy: 0.8184
 718/1208 [================>.............] - ETA: 1:19:07 - loss: 0.5153 - accuracy: 0.8184
 719/1208 [================>.............] - ETA: 1:18:57 - loss: 0.5152 - accuracy: 0.8185
 720/1208 [================>.............] - ETA: 1:18:48 - loss: 0.5150 - accuracy: 0.8185
 721/1208 [================>.............] - ETA: 1:18:39 - loss: 0.5147 - accuracy: 0.8186
 722/1208 [================>.............] - ETA: 1:18:30 - loss: 0.5147 - accuracy: 0.8186
 723/1208 [================>.............] - ETA: 1:18:21 - loss: 0.5146 - accuracy: 0.8186
 724/1208 [================>.............] - ETA: 1:18:10 - loss: 0.5143 - accuracy: 0.8187
 725/1208 [=================>............] - ETA: 1:18:01 - loss: 0.5144 - accuracy: 0.8187
 726/1208 [=================>............] - ETA: 1:17:51 - loss: 0.5142 - accuracy: 0.8187
 727/1208 [=================>............] - ETA: 1:17:42 - loss: 0.5142 - accuracy: 0.8187
 728/1208 [=================>............] - ETA: 1:17:32 - loss: 0.5142 - accuracy: 0.8187
 729/1208 [=================>............] - ETA: 1:17:23 - loss: 0.5140 - accuracy: 0.8187
 730/1208 [=================>............] - ETA: 1:17:13 - loss: 0.5139 - accuracy: 0.8187
 731/1208 [=================>............] - ETA: 1:17:04 - loss: 0.5137 - accuracy: 0.8187
 732/1208 [=================>............] - ETA: 1:16:54 - loss: 0.5135 - accuracy: 0.8188
 733/1208 [=================>............] - ETA: 1:16:45 - loss: 0.5132 - accuracy: 0.8189
 734/1208 [=================>............] - ETA: 1:16:35 - loss: 0.5132 - accuracy: 0.8188
 735/1208 [=================>............] - ETA: 1:16:25 - loss: 0.5129 - accuracy: 0.8189
 736/1208 [=================>............] - ETA: 1:16:16 - loss: 0.5128 - accuracy: 0.8190
 737/1208 [=================>............] - ETA: 1:16:07 - loss: 0.5127 - accuracy: 0.8190
 738/1208 [=================>............] - ETA: 1:15:57 - loss: 0.5126 - accuracy: 0.8190
 739/1208 [=================>............] - ETA: 1:15:47 - loss: 0.5126 - accuracy: 0.8190
 740/1208 [=================>............] - ETA: 1:15:38 - loss: 0.5124 - accuracy: 0.8190
 741/1208 [=================>............] - ETA: 1:15:28 - loss: 0.5122 - accuracy: 0.8191
 742/1208 [=================>............] - ETA: 1:15:18 - loss: 0.5123 - accuracy: 0.8190
 743/1208 [=================>............] - ETA: 1:15:09 - loss: 0.5120 - accuracy: 0.8191
 744/1208 [=================>............] - ETA: 1:14:59 - loss: 0.5119 - accuracy: 0.8191
 745/1208 [=================>............] - ETA: 1:14:49 - loss: 0.5116 - accuracy: 0.8192
 746/1208 [=================>............] - ETA: 1:14:40 - loss: 0.5112 - accuracy: 0.8193
 747/1208 [=================>............] - ETA: 1:14:30 - loss: 0.5111 - accuracy: 0.8194
 748/1208 [=================>............] - ETA: 1:14:21 - loss: 0.5111 - accuracy: 0.8193
 749/1208 [=================>............] - ETA: 1:14:11 - loss: 0.5108 - accuracy: 0.8193
 750/1208 [=================>............] - ETA: 1:14:01 - loss: 0.5108 - accuracy: 0.8193
 751/1208 [=================>............] - ETA: 1:13:52 - loss: 0.5107 - accuracy: 0.8193
 752/1208 [=================>............] - ETA: 1:13:42 - loss: 0.5106 - accuracy: 0.8193
 753/1208 [=================>............] - ETA: 1:13:33 - loss: 0.5104 - accuracy: 0.8193
 754/1208 [=================>............] - ETA: 1:13:24 - loss: 0.5102 - accuracy: 0.8194
 755/1208 [=================>............] - ETA: 1:13:15 - loss: 0.5101 - accuracy: 0.8194
 756/1208 [=================>............] - ETA: 1:13:05 - loss: 0.5101 - accuracy: 0.8194
 757/1208 [=================>............] - ETA: 1:12:56 - loss: 0.5100 - accuracy: 0.8194
 758/1208 [=================>............] - ETA: 1:12:46 - loss: 0.5097 - accuracy: 0.8194
 759/1208 [=================>............] - ETA: 1:12:36 - loss: 0.5096 - accuracy: 0.8194
 760/1208 [=================>............] - ETA: 1:12:27 - loss: 0.5095 - accuracy: 0.8194
 761/1208 [=================>............] - ETA: 1:12:17 - loss: 0.5095 - accuracy: 0.8194
 762/1208 [=================>............] - ETA: 1:12:07 - loss: 0.5093 - accuracy: 0.8195
 763/1208 [=================>............] - ETA: 1:11:58 - loss: 0.5094 - accuracy: 0.8195
 764/1208 [=================>............] - ETA: 1:11:48 - loss: 0.5092 - accuracy: 0.8196
 765/1208 [=================>............] - ETA: 1:11:39 - loss: 0.5091 - accuracy: 0.8196
 766/1208 [==================>...........] - ETA: 1:11:29 - loss: 0.5092 - accuracy: 0.8195
 767/1208 [==================>...........] - ETA: 1:11:20 - loss: 0.5091 - accuracy: 0.8195
 768/1208 [==================>...........] - ETA: 1:11:10 - loss: 0.5090 - accuracy: 0.8195
 769/1208 [==================>...........] - ETA: 1:11:01 - loss: 0.5088 - accuracy: 0.8195
 770/1208 [==================>...........] - ETA: 1:10:51 - loss: 0.5088 - accuracy: 0.8196
 771/1208 [==================>...........] - ETA: 1:10:42 - loss: 0.5088 - accuracy: 0.8195
 772/1208 [==================>...........] - ETA: 1:10:32 - loss: 0.5089 - accuracy: 0.8194
 773/1208 [==================>...........] - ETA: 1:10:23 - loss: 0.5087 - accuracy: 0.8195
 774/1208 [==================>...........] - ETA: 1:10:13 - loss: 0.5084 - accuracy: 0.8196
 775/1208 [==================>...........] - ETA: 1:10:04 - loss: 0.5083 - accuracy: 0.8196
 776/1208 [==================>...........] - ETA: 1:09:54 - loss: 0.5083 - accuracy: 0.8197
 777/1208 [==================>...........] - ETA: 1:09:44 - loss: 0.5081 - accuracy: 0.8198
 778/1208 [==================>...........] - ETA: 1:09:35 - loss: 0.5078 - accuracy: 0.8199
 779/1208 [==================>...........] - ETA: 1:09:25 - loss: 0.5080 - accuracy: 0.8197
 780/1208 [==================>...........] - ETA: 1:09:15 - loss: 0.5078 - accuracy: 0.8198
 781/1208 [==================>...........] - ETA: 1:09:06 - loss: 0.5080 - accuracy: 0.8198
 782/1208 [==================>...........] - ETA: 1:08:56 - loss: 0.5079 - accuracy: 0.8198
 783/1208 [==================>...........] - ETA: 1:08:47 - loss: 0.5080 - accuracy: 0.8197
 784/1208 [==================>...........] - ETA: 1:08:37 - loss: 0.5079 - accuracy: 0.8197
 785/1208 [==================>...........] - ETA: 1:08:28 - loss: 0.5079 - accuracy: 0.8197
 786/1208 [==================>...........] - ETA: 1:08:18 - loss: 0.5077 - accuracy: 0.8198
 787/1208 [==================>...........] - ETA: 1:08:08 - loss: 0.5078 - accuracy: 0.8198
 788/1208 [==================>...........] - ETA: 1:07:59 - loss: 0.5077 - accuracy: 0.8198
 789/1208 [==================>...........] - ETA: 1:07:49 - loss: 0.5076 - accuracy: 0.8199
 790/1208 [==================>...........] - ETA: 1:07:40 - loss: 0.5076 - accuracy: 0.8198
 791/1208 [==================>...........] - ETA: 1:07:30 - loss: 0.5075 - accuracy: 0.8198
 792/1208 [==================>...........] - ETA: 1:07:21 - loss: 0.5074 - accuracy: 0.8199
 793/1208 [==================>...........] - ETA: 1:07:11 - loss: 0.5075 - accuracy: 0.8199
 794/1208 [==================>...........] - ETA: 1:07:02 - loss: 0.5076 - accuracy: 0.8199
 795/1208 [==================>...........] - ETA: 1:06:52 - loss: 0.5075 - accuracy: 0.8199
 796/1208 [==================>...........] - ETA: 1:06:42 - loss: 0.5074 - accuracy: 0.8198
 797/1208 [==================>...........] - ETA: 1:06:32 - loss: 0.5074 - accuracy: 0.8198
 798/1208 [==================>...........] - ETA: 1:06:23 - loss: 0.5074 - accuracy: 0.8198
 799/1208 [==================>...........] - ETA: 1:06:13 - loss: 0.5073 - accuracy: 0.8198
 800/1208 [==================>...........] - ETA: 1:06:03 - loss: 0.5072 - accuracy: 0.8198
 801/1208 [==================>...........] - ETA: 1:05:54 - loss: 0.5071 - accuracy: 0.8198
 802/1208 [==================>...........] - ETA: 1:05:44 - loss: 0.5070 - accuracy: 0.8198
 803/1208 [==================>...........] - ETA: 1:05:34 - loss: 0.5068 - accuracy: 0.8199
 804/1208 [==================>...........] - ETA: 1:05:24 - loss: 0.5068 - accuracy: 0.8198
 805/1208 [==================>...........] - ETA: 1:05:14 - loss: 0.5066 - accuracy: 0.8199
 806/1208 [===================>..........] - ETA: 1:05:04 - loss: 0.5066 - accuracy: 0.8199
 807/1208 [===================>..........] - ETA: 1:04:54 - loss: 0.5064 - accuracy: 0.8199
 808/1208 [===================>..........] - ETA: 1:04:45 - loss: 0.5063 - accuracy: 0.8199
 809/1208 [===================>..........] - ETA: 1:04:35 - loss: 0.5061 - accuracy: 0.8200
 810/1208 [===================>..........] - ETA: 1:04:25 - loss: 0.5061 - accuracy: 0.8199
 811/1208 [===================>..........] - ETA: 1:04:15 - loss: 0.5061 - accuracy: 0.8199
 812/1208 [===================>..........] - ETA: 1:04:05 - loss: 0.5060 - accuracy: 0.8199
 813/1208 [===================>..........] - ETA: 1:03:55 - loss: 0.5059 - accuracy: 0.8200
 814/1208 [===================>..........] - ETA: 1:03:45 - loss: 0.5058 - accuracy: 0.8200
 815/1208 [===================>..........] - ETA: 1:03:35 - loss: 0.5056 - accuracy: 0.8201
 816/1208 [===================>..........] - ETA: 1:03:26 - loss: 0.5054 - accuracy: 0.8202
 817/1208 [===================>..........] - ETA: 1:03:15 - loss: 0.5053 - accuracy: 0.8202
 818/1208 [===================>..........] - ETA: 1:03:06 - loss: 0.5050 - accuracy: 0.8203
 819/1208 [===================>..........] - ETA: 1:02:56 - loss: 0.5050 - accuracy: 0.8203
 820/1208 [===================>..........] - ETA: 1:02:45 - loss: 0.5048 - accuracy: 0.8204
 821/1208 [===================>..........] - ETA: 1:02:35 - loss: 0.5047 - accuracy: 0.8204
 822/1208 [===================>..........] - ETA: 1:02:25 - loss: 0.5044 - accuracy: 0.8205
 823/1208 [===================>..........] - ETA: 1:02:15 - loss: 0.5042 - accuracy: 0.8206
 824/1208 [===================>..........] - ETA: 1:02:05 - loss: 0.5040 - accuracy: 0.8206
 825/1208 [===================>..........] - ETA: 1:01:56 - loss: 0.5039 - accuracy: 0.8206
 826/1208 [===================>..........] - ETA: 1:01:46 - loss: 0.5038 - accuracy: 0.8206
 827/1208 [===================>..........] - ETA: 1:01:36 - loss: 0.5039 - accuracy: 0.8205
 828/1208 [===================>..........] - ETA: 1:01:27 - loss: 0.5037 - accuracy: 0.8206
 829/1208 [===================>..........] - ETA: 1:01:17 - loss: 0.5034 - accuracy: 0.8207
 830/1208 [===================>..........] - ETA: 1:01:07 - loss: 0.5035 - accuracy: 0.8207
 831/1208 [===================>..........] - ETA: 1:00:58 - loss: 0.5036 - accuracy: 0.8206
 832/1208 [===================>..........] - ETA: 1:00:48 - loss: 0.5034 - accuracy: 0.8207
 833/1208 [===================>..........] - ETA: 1:00:38 - loss: 0.5034 - accuracy: 0.8207
 834/1208 [===================>..........] - ETA: 1:00:29 - loss: 0.5034 - accuracy: 0.8207
 835/1208 [===================>..........] - ETA: 1:00:20 - loss: 0.5033 - accuracy: 0.8207
 836/1208 [===================>..........] - ETA: 1:00:10 - loss: 0.5032 - accuracy: 0.8206
 837/1208 [===================>..........] - ETA: 1:00:00 - loss: 0.5030 - accuracy: 0.8208
 838/1208 [===================>..........] - ETA: 59:50 - loss: 0.5029 - accuracy: 0.8208  
 839/1208 [===================>..........] - ETA: 59:41 - loss: 0.5028 - accuracy: 0.8208
 840/1208 [===================>..........] - ETA: 59:31 - loss: 0.5026 - accuracy: 0.8209
 841/1208 [===================>..........] - ETA: 59:22 - loss: 0.5025 - accuracy: 0.8209
 842/1208 [===================>..........] - ETA: 59:13 - loss: 0.5025 - accuracy: 0.8209
 843/1208 [===================>..........] - ETA: 59:04 - loss: 0.5025 - accuracy: 0.8209
 844/1208 [===================>..........] - ETA: 58:54 - loss: 0.5025 - accuracy: 0.8209
 845/1208 [===================>..........] - ETA: 58:44 - loss: 0.5025 - accuracy: 0.8209
 846/1208 [====================>.........] - ETA: 58:34 - loss: 0.5021 - accuracy: 0.8210
 847/1208 [====================>.........] - ETA: 58:25 - loss: 0.5021 - accuracy: 0.8211
 848/1208 [====================>.........] - ETA: 58:15 - loss: 0.5020 - accuracy: 0.8211
 849/1208 [====================>.........] - ETA: 58:06 - loss: 0.5018 - accuracy: 0.8211
 850/1208 [====================>.........] - ETA: 57:56 - loss: 0.5018 - accuracy: 0.8211
 851/1208 [====================>.........] - ETA: 57:47 - loss: 0.5017 - accuracy: 0.8211
 852/1208 [====================>.........] - ETA: 57:37 - loss: 0.5015 - accuracy: 0.8212
 853/1208 [====================>.........] - ETA: 57:28 - loss: 0.5013 - accuracy: 0.8212
 854/1208 [====================>.........] - ETA: 57:18 - loss: 0.5010 - accuracy: 0.8213
 855/1208 [====================>.........] - ETA: 57:09 - loss: 0.5009 - accuracy: 0.8213
 856/1208 [====================>.........] - ETA: 56:59 - loss: 0.5008 - accuracy: 0.8213
 857/1208 [====================>.........] - ETA: 56:50 - loss: 0.5007 - accuracy: 0.8214
 858/1208 [====================>.........] - ETA: 56:40 - loss: 0.5005 - accuracy: 0.8214
 859/1208 [====================>.........] - ETA: 56:30 - loss: 0.5004 - accuracy: 0.8214
 860/1208 [====================>.........] - ETA: 56:21 - loss: 0.5002 - accuracy: 0.8215
 861/1208 [====================>.........] - ETA: 56:11 - loss: 0.5000 - accuracy: 0.8215
 862/1208 [====================>.........] - ETA: 56:02 - loss: 0.5002 - accuracy: 0.8214
 863/1208 [====================>.........] - ETA: 55:52 - loss: 0.5002 - accuracy: 0.8213
 864/1208 [====================>.........] - ETA: 55:43 - loss: 0.5001 - accuracy: 0.8213
 865/1208 [====================>.........] - ETA: 55:33 - loss: 0.5000 - accuracy: 0.8213
 866/1208 [====================>.........] - ETA: 55:24 - loss: 0.4999 - accuracy: 0.8214
 867/1208 [====================>.........] - ETA: 55:14 - loss: 0.4999 - accuracy: 0.8214
 868/1208 [====================>.........] - ETA: 55:05 - loss: 0.4998 - accuracy: 0.8215
 869/1208 [====================>.........] - ETA: 54:55 - loss: 0.4996 - accuracy: 0.8215
 870/1208 [====================>.........] - ETA: 54:46 - loss: 0.4994 - accuracy: 0.8215
 871/1208 [====================>.........] - ETA: 54:36 - loss: 0.4993 - accuracy: 0.8215
 872/1208 [====================>.........] - ETA: 54:26 - loss: 0.4992 - accuracy: 0.8216
 873/1208 [====================>.........] - ETA: 54:17 - loss: 0.4992 - accuracy: 0.8215
 874/1208 [====================>.........] - ETA: 54:07 - loss: 0.4991 - accuracy: 0.8215
 875/1208 [====================>.........] - ETA: 53:58 - loss: 0.4989 - accuracy: 0.8216
 876/1208 [====================>.........] - ETA: 53:48 - loss: 0.4987 - accuracy: 0.8216
 877/1208 [====================>.........] - ETA: 53:39 - loss: 0.4988 - accuracy: 0.8217
 878/1208 [====================>.........] - ETA: 53:29 - loss: 0.4987 - accuracy: 0.8217
 879/1208 [====================>.........] - ETA: 53:20 - loss: 0.4987 - accuracy: 0.8217
 880/1208 [====================>.........] - ETA: 53:10 - loss: 0.4984 - accuracy: 0.8218
 881/1208 [====================>.........] - ETA: 53:01 - loss: 0.4986 - accuracy: 0.8217
 882/1208 [====================>.........] - ETA: 52:51 - loss: 0.4985 - accuracy: 0.8217
 883/1208 [====================>.........] - ETA: 52:41 - loss: 0.4984 - accuracy: 0.8217
 884/1208 [====================>.........] - ETA: 52:31 - loss: 0.4985 - accuracy: 0.8217
 885/1208 [====================>.........] - ETA: 52:21 - loss: 0.4985 - accuracy: 0.8217
 886/1208 [=====================>........] - ETA: 52:12 - loss: 0.4985 - accuracy: 0.8217
 887/1208 [=====================>........] - ETA: 52:02 - loss: 0.4985 - accuracy: 0.8217
 888/1208 [=====================>........] - ETA: 51:52 - loss: 0.4984 - accuracy: 0.8217
 889/1208 [=====================>........] - ETA: 51:43 - loss: 0.4986 - accuracy: 0.8216
 890/1208 [=====================>........] - ETA: 51:34 - loss: 0.4985 - accuracy: 0.8216
 891/1208 [=====================>........] - ETA: 51:24 - loss: 0.4985 - accuracy: 0.8215
 892/1208 [=====================>........] - ETA: 51:14 - loss: 0.4984 - accuracy: 0.8216
 893/1208 [=====================>........] - ETA: 51:04 - loss: 0.4982 - accuracy: 0.8217
 894/1208 [=====================>........] - ETA: 50:55 - loss: 0.4980 - accuracy: 0.8218
 895/1208 [=====================>........] - ETA: 50:45 - loss: 0.4979 - accuracy: 0.8219
 896/1208 [=====================>........] - ETA: 50:36 - loss: 0.4981 - accuracy: 0.8218
 897/1208 [=====================>........] - ETA: 50:26 - loss: 0.4980 - accuracy: 0.8218
 898/1208 [=====================>........] - ETA: 50:17 - loss: 0.4981 - accuracy: 0.8217
 899/1208 [=====================>........] - ETA: 50:07 - loss: 0.4980 - accuracy: 0.8217
 900/1208 [=====================>........] - ETA: 49:57 - loss: 0.4980 - accuracy: 0.8217
 901/1208 [=====================>........] - ETA: 49:48 - loss: 0.4980 - accuracy: 0.8217
 902/1208 [=====================>........] - ETA: 49:38 - loss: 0.4980 - accuracy: 0.8217
 903/1208 [=====================>........] - ETA: 49:29 - loss: 0.4981 - accuracy: 0.8217
 904/1208 [=====================>........] - ETA: 49:19 - loss: 0.4981 - accuracy: 0.8216
 905/1208 [=====================>........] - ETA: 49:10 - loss: 0.4982 - accuracy: 0.8216
 906/1208 [=====================>........] - ETA: 49:00 - loss: 0.4981 - accuracy: 0.8217
 907/1208 [=====================>........] - ETA: 48:51 - loss: 0.4980 - accuracy: 0.8217
 908/1208 [=====================>........] - ETA: 48:41 - loss: 0.4980 - accuracy: 0.8216
 909/1208 [=====================>........] - ETA: 48:31 - loss: 0.4980 - accuracy: 0.8216
 910/1208 [=====================>........] - ETA: 48:21 - loss: 0.4981 - accuracy: 0.8216
 911/1208 [=====================>........] - ETA: 48:11 - loss: 0.4979 - accuracy: 0.8217
 912/1208 [=====================>........] - ETA: 48:01 - loss: 0.4977 - accuracy: 0.8218
 913/1208 [=====================>........] - ETA: 47:51 - loss: 0.4976 - accuracy: 0.8218
 914/1208 [=====================>........] - ETA: 47:41 - loss: 0.4976 - accuracy: 0.8218
 915/1208 [=====================>........] - ETA: 47:31 - loss: 0.4975 - accuracy: 0.8218
 916/1208 [=====================>........] - ETA: 47:22 - loss: 0.4972 - accuracy: 0.8219
 917/1208 [=====================>........] - ETA: 47:12 - loss: 0.4973 - accuracy: 0.8218
 918/1208 [=====================>........] - ETA: 47:02 - loss: 0.4972 - accuracy: 0.8218
 919/1208 [=====================>........] - ETA: 46:52 - loss: 0.4971 - accuracy: 0.8218
 920/1208 [=====================>........] - ETA: 46:42 - loss: 0.4970 - accuracy: 0.8219
 921/1208 [=====================>........] - ETA: 46:32 - loss: 0.4968 - accuracy: 0.8220
 922/1208 [=====================>........] - ETA: 46:22 - loss: 0.4968 - accuracy: 0.8220
 923/1208 [=====================>........] - ETA: 46:12 - loss: 0.4967 - accuracy: 0.8220
 924/1208 [=====================>........] - ETA: 46:02 - loss: 0.4966 - accuracy: 0.8220
 925/1208 [=====================>........] - ETA: 45:52 - loss: 0.4966 - accuracy: 0.8219
 926/1208 [=====================>........] - ETA: 45:42 - loss: 0.4965 - accuracy: 0.8220
 927/1208 [======================>.......] - ETA: 45:32 - loss: 0.4963 - accuracy: 0.8220
 928/1208 [======================>.......] - ETA: 45:22 - loss: 0.4963 - accuracy: 0.8221
 929/1208 [======================>.......] - ETA: 45:12 - loss: 0.4965 - accuracy: 0.8221
 930/1208 [======================>.......] - ETA: 45:03 - loss: 0.4963 - accuracy: 0.8222
 931/1208 [======================>.......] - ETA: 44:53 - loss: 0.4963 - accuracy: 0.8222
 932/1208 [======================>.......] - ETA: 44:43 - loss: 0.4963 - accuracy: 0.8221
 933/1208 [======================>.......] - ETA: 44:33 - loss: 0.4962 - accuracy: 0.8221
 934/1208 [======================>.......] - ETA: 44:23 - loss: 0.4960 - accuracy: 0.8221
 935/1208 [======================>.......] - ETA: 44:13 - loss: 0.4960 - accuracy: 0.8221
 936/1208 [======================>.......] - ETA: 44:03 - loss: 0.4960 - accuracy: 0.8221
 937/1208 [======================>.......] - ETA: 43:53 - loss: 0.4960 - accuracy: 0.8221
 938/1208 [======================>.......] - ETA: 43:44 - loss: 0.4959 - accuracy: 0.8222
 939/1208 [======================>.......] - ETA: 43:34 - loss: 0.4959 - accuracy: 0.8221
 940/1208 [======================>.......] - ETA: 43:25 - loss: 0.4956 - accuracy: 0.8222
 941/1208 [======================>.......] - ETA: 43:15 - loss: 0.4956 - accuracy: 0.8222
 942/1208 [======================>.......] - ETA: 43:06 - loss: 0.4955 - accuracy: 0.8222
 943/1208 [======================>.......] - ETA: 42:56 - loss: 0.4954 - accuracy: 0.8223
 944/1208 [======================>.......] - ETA: 42:46 - loss: 0.4952 - accuracy: 0.8224
 945/1208 [======================>.......] - ETA: 42:37 - loss: 0.4951 - accuracy: 0.8225
 946/1208 [======================>.......] - ETA: 42:27 - loss: 0.4949 - accuracy: 0.8225
 947/1208 [======================>.......] - ETA: 42:17 - loss: 0.4949 - accuracy: 0.8225
 948/1208 [======================>.......] - ETA: 42:08 - loss: 0.4949 - accuracy: 0.8225
 949/1208 [======================>.......] - ETA: 41:58 - loss: 0.4947 - accuracy: 0.8225
 950/1208 [======================>.......] - ETA: 41:49 - loss: 0.4946 - accuracy: 0.8225
 951/1208 [======================>.......] - ETA: 41:39 - loss: 0.4945 - accuracy: 0.8226
 952/1208 [======================>.......] - ETA: 41:30 - loss: 0.4943 - accuracy: 0.8226
 953/1208 [======================>.......] - ETA: 41:20 - loss: 0.4943 - accuracy: 0.8226
 954/1208 [======================>.......] - ETA: 41:10 - loss: 0.4942 - accuracy: 0.8227
 955/1208 [======================>.......] - ETA: 41:01 - loss: 0.4941 - accuracy: 0.8226
 956/1208 [======================>.......] - ETA: 40:51 - loss: 0.4939 - accuracy: 0.8227
 957/1208 [======================>.......] - ETA: 40:42 - loss: 0.4939 - accuracy: 0.8227
 958/1208 [======================>.......] - ETA: 40:32 - loss: 0.4939 - accuracy: 0.8227
 959/1208 [======================>.......] - ETA: 40:23 - loss: 0.4940 - accuracy: 0.8226
 960/1208 [======================>.......] - ETA: 40:13 - loss: 0.4937 - accuracy: 0.8227
 961/1208 [======================>.......] - ETA: 40:04 - loss: 0.4935 - accuracy: 0.8228
 962/1208 [======================>.......] - ETA: 39:53 - loss: 0.4933 - accuracy: 0.8229
 963/1208 [======================>.......] - ETA: 39:44 - loss: 0.4933 - accuracy: 0.8229
 964/1208 [======================>.......] - ETA: 39:34 - loss: 0.4930 - accuracy: 0.8230
 965/1208 [======================>.......] - ETA: 39:24 - loss: 0.4929 - accuracy: 0.8230
 966/1208 [======================>.......] - ETA: 39:15 - loss: 0.4928 - accuracy: 0.8230
 967/1208 [=======================>......] - ETA: 39:05 - loss: 0.4927 - accuracy: 0.8230
 968/1208 [=======================>......] - ETA: 38:55 - loss: 0.4926 - accuracy: 0.8230
 969/1208 [=======================>......] - ETA: 38:45 - loss: 0.4926 - accuracy: 0.8230
 970/1208 [=======================>......] - ETA: 38:36 - loss: 0.4923 - accuracy: 0.8231
 971/1208 [=======================>......] - ETA: 38:26 - loss: 0.4921 - accuracy: 0.8231
 972/1208 [=======================>......] - ETA: 38:16 - loss: 0.4920 - accuracy: 0.8232
 973/1208 [=======================>......] - ETA: 38:07 - loss: 0.4920 - accuracy: 0.8232
 974/1208 [=======================>......] - ETA: 37:57 - loss: 0.4920 - accuracy: 0.8232
 975/1208 [=======================>......] - ETA: 37:47 - loss: 0.4921 - accuracy: 0.8232
 976/1208 [=======================>......] - ETA: 37:38 - loss: 0.4919 - accuracy: 0.8232
 977/1208 [=======================>......] - ETA: 37:28 - loss: 0.4918 - accuracy: 0.8232
 978/1208 [=======================>......] - ETA: 37:18 - loss: 0.4917 - accuracy: 0.8233
 979/1208 [=======================>......] - ETA: 37:08 - loss: 0.4916 - accuracy: 0.8234
 980/1208 [=======================>......] - ETA: 36:59 - loss: 0.4917 - accuracy: 0.8233
 981/1208 [=======================>......] - ETA: 36:49 - loss: 0.4916 - accuracy: 0.8233
 982/1208 [=======================>......] - ETA: 36:39 - loss: 0.4916 - accuracy: 0.8234
 983/1208 [=======================>......] - ETA: 36:30 - loss: 0.4916 - accuracy: 0.8234
 984/1208 [=======================>......] - ETA: 36:20 - loss: 0.4915 - accuracy: 0.8234
 985/1208 [=======================>......] - ETA: 36:10 - loss: 0.4914 - accuracy: 0.8234
 986/1208 [=======================>......] - ETA: 36:01 - loss: 0.4912 - accuracy: 0.8235
 987/1208 [=======================>......] - ETA: 35:51 - loss: 0.4911 - accuracy: 0.8235
 988/1208 [=======================>......] - ETA: 35:41 - loss: 0.4910 - accuracy: 0.8236
 989/1208 [=======================>......] - ETA: 35:32 - loss: 0.4909 - accuracy: 0.8236
 990/1208 [=======================>......] - ETA: 35:22 - loss: 0.4908 - accuracy: 0.8237
 991/1208 [=======================>......] - ETA: 35:13 - loss: 0.4907 - accuracy: 0.8237
 992/1208 [=======================>......] - ETA: 35:03 - loss: 0.4906 - accuracy: 0.8237
 993/1208 [=======================>......] - ETA: 34:53 - loss: 0.4904 - accuracy: 0.8238
 994/1208 [=======================>......] - ETA: 34:44 - loss: 0.4902 - accuracy: 0.8239
 995/1208 [=======================>......] - ETA: 34:34 - loss: 0.4901 - accuracy: 0.8239
 996/1208 [=======================>......] - ETA: 34:24 - loss: 0.4900 - accuracy: 0.8239
 997/1208 [=======================>......] - ETA: 34:15 - loss: 0.4901 - accuracy: 0.8239
 998/1208 [=======================>......] - ETA: 34:05 - loss: 0.4902 - accuracy: 0.8238
 999/1208 [=======================>......] - ETA: 33:56 - loss: 0.4901 - accuracy: 0.8239
1000/1208 [=======================>......] - ETA: 33:46 - loss: 0.4900 - accuracy: 0.8238
1001/1208 [=======================>......] - ETA: 33:36 - loss: 0.4899 - accuracy: 0.8239
1002/1208 [=======================>......] - ETA: 33:27 - loss: 0.4898 - accuracy: 0.8239
1003/1208 [=======================>......] - ETA: 33:17 - loss: 0.4896 - accuracy: 0.8240
1004/1208 [=======================>......] - ETA: 33:07 - loss: 0.4896 - accuracy: 0.8239
1005/1208 [=======================>......] - ETA: 32:57 - loss: 0.4896 - accuracy: 0.8239
1006/1208 [=======================>......] - ETA: 32:48 - loss: 0.4896 - accuracy: 0.8239
1007/1208 [========================>.....] - ETA: 32:38 - loss: 0.4896 - accuracy: 0.8239
1008/1208 [========================>.....] - ETA: 32:28 - loss: 0.4895 - accuracy: 0.8239
1009/1208 [========================>.....] - ETA: 32:19 - loss: 0.4895 - accuracy: 0.8239
1010/1208 [========================>.....] - ETA: 32:09 - loss: 0.4893 - accuracy: 0.8239
1011/1208 [========================>.....] - ETA: 31:59 - loss: 0.4893 - accuracy: 0.8240
1012/1208 [========================>.....] - ETA: 31:50 - loss: 0.4891 - accuracy: 0.8240
1013/1208 [========================>.....] - ETA: 31:40 - loss: 0.4891 - accuracy: 0.8240
1014/1208 [========================>.....] - ETA: 31:30 - loss: 0.4891 - accuracy: 0.8240
1015/1208 [========================>.....] - ETA: 31:20 - loss: 0.4890 - accuracy: 0.8241
1016/1208 [========================>.....] - ETA: 31:11 - loss: 0.4888 - accuracy: 0.8242
1017/1208 [========================>.....] - ETA: 31:01 - loss: 0.4886 - accuracy: 0.8242
1018/1208 [========================>.....] - ETA: 30:52 - loss: 0.4886 - accuracy: 0.8242
1019/1208 [========================>.....] - ETA: 30:42 - loss: 0.4886 - accuracy: 0.8242
1020/1208 [========================>.....] - ETA: 30:32 - loss: 0.4887 - accuracy: 0.8242
1021/1208 [========================>.....] - ETA: 30:22 - loss: 0.4886 - accuracy: 0.8243
1022/1208 [========================>.....] - ETA: 30:12 - loss: 0.4886 - accuracy: 0.8243
1023/1208 [========================>.....] - ETA: 30:03 - loss: 0.4884 - accuracy: 0.8244
1024/1208 [========================>.....] - ETA: 29:53 - loss: 0.4885 - accuracy: 0.8244
1025/1208 [========================>.....] - ETA: 29:43 - loss: 0.4884 - accuracy: 0.8244
1026/1208 [========================>.....] - ETA: 29:33 - loss: 0.4883 - accuracy: 0.8245
1027/1208 [========================>.....] - ETA: 29:23 - loss: 0.4882 - accuracy: 0.8245
1028/1208 [========================>.....] - ETA: 29:13 - loss: 0.4879 - accuracy: 0.8246
1029/1208 [========================>.....] - ETA: 29:03 - loss: 0.4879 - accuracy: 0.8245
1030/1208 [========================>.....] - ETA: 28:54 - loss: 0.4878 - accuracy: 0.8246
1031/1208 [========================>.....] - ETA: 28:43 - loss: 0.4876 - accuracy: 0.8246
1032/1208 [========================>.....] - ETA: 28:34 - loss: 0.4874 - accuracy: 0.8247
1033/1208 [========================>.....] - ETA: 28:24 - loss: 0.4874 - accuracy: 0.8247
1034/1208 [========================>.....] - ETA: 28:14 - loss: 0.4874 - accuracy: 0.8246
1035/1208 [========================>.....] - ETA: 28:04 - loss: 0.4874 - accuracy: 0.8246
1036/1208 [========================>.....] - ETA: 27:54 - loss: 0.4875 - accuracy: 0.8246
1037/1208 [========================>.....] - ETA: 27:45 - loss: 0.4875 - accuracy: 0.8246
1038/1208 [========================>.....] - ETA: 27:35 - loss: 0.4872 - accuracy: 0.8247
1039/1208 [========================>.....] - ETA: 27:25 - loss: 0.4873 - accuracy: 0.8247
1040/1208 [========================>.....] - ETA: 27:15 - loss: 0.4872 - accuracy: 0.8247
1041/1208 [========================>.....] - ETA: 27:06 - loss: 0.4873 - accuracy: 0.8246
1042/1208 [========================>.....] - ETA: 26:56 - loss: 0.4873 - accuracy: 0.8245
1043/1208 [========================>.....] - ETA: 26:46 - loss: 0.4872 - accuracy: 0.8246
1044/1208 [========================>.....] - ETA: 26:36 - loss: 0.4872 - accuracy: 0.8246
1045/1208 [========================>.....] - ETA: 26:27 - loss: 0.4872 - accuracy: 0.8246
1046/1208 [========================>.....] - ETA: 26:17 - loss: 0.4871 - accuracy: 0.8246
1047/1208 [=========================>....] - ETA: 26:07 - loss: 0.4870 - accuracy: 0.8246
1048/1208 [=========================>....] - ETA: 25:57 - loss: 0.4870 - accuracy: 0.8246
1049/1208 [=========================>....] - ETA: 25:47 - loss: 0.4869 - accuracy: 0.8246
1050/1208 [=========================>....] - ETA: 25:38 - loss: 0.4868 - accuracy: 0.8246
1051/1208 [=========================>....] - ETA: 25:28 - loss: 0.4867 - accuracy: 0.8246
1052/1208 [=========================>....] - ETA: 25:18 - loss: 0.4866 - accuracy: 0.8246
1053/1208 [=========================>....] - ETA: 25:08 - loss: 0.4865 - accuracy: 0.8247
1054/1208 [=========================>....] - ETA: 24:59 - loss: 0.4864 - accuracy: 0.8247
1055/1208 [=========================>....] - ETA: 24:49 - loss: 0.4864 - accuracy: 0.8248
1056/1208 [=========================>....] - ETA: 24:39 - loss: 0.4864 - accuracy: 0.8248
1057/1208 [=========================>....] - ETA: 24:30 - loss: 0.4864 - accuracy: 0.8248
1058/1208 [=========================>....] - ETA: 24:20 - loss: 0.4863 - accuracy: 0.8248
1059/1208 [=========================>....] - ETA: 24:10 - loss: 0.4863 - accuracy: 0.8248
1060/1208 [=========================>....] - ETA: 24:00 - loss: 0.4863 - accuracy: 0.8248
1061/1208 [=========================>....] - ETA: 23:51 - loss: 0.4862 - accuracy: 0.8248
1062/1208 [=========================>....] - ETA: 23:41 - loss: 0.4862 - accuracy: 0.8249
1063/1208 [=========================>....] - ETA: 23:31 - loss: 0.4861 - accuracy: 0.8249
1064/1208 [=========================>....] - ETA: 23:22 - loss: 0.4859 - accuracy: 0.8249
1065/1208 [=========================>....] - ETA: 23:12 - loss: 0.4859 - accuracy: 0.8249
1066/1208 [=========================>....] - ETA: 23:02 - loss: 0.4858 - accuracy: 0.8249
1067/1208 [=========================>....] - ETA: 22:52 - loss: 0.4859 - accuracy: 0.8249
1068/1208 [=========================>....] - ETA: 22:43 - loss: 0.4862 - accuracy: 0.8248
1069/1208 [=========================>....] - ETA: 22:33 - loss: 0.4861 - accuracy: 0.8248
1070/1208 [=========================>....] - ETA: 22:23 - loss: 0.4860 - accuracy: 0.8248
1071/1208 [=========================>....] - ETA: 22:13 - loss: 0.4859 - accuracy: 0.8249
1072/1208 [=========================>....] - ETA: 22:04 - loss: 0.4860 - accuracy: 0.8249
1073/1208 [=========================>....] - ETA: 21:54 - loss: 0.4860 - accuracy: 0.8249
1074/1208 [=========================>....] - ETA: 21:44 - loss: 0.4858 - accuracy: 0.8249
1075/1208 [=========================>....] - ETA: 21:35 - loss: 0.4857 - accuracy: 0.8250
1076/1208 [=========================>....] - ETA: 21:25 - loss: 0.4856 - accuracy: 0.8250
1077/1208 [=========================>....] - ETA: 21:15 - loss: 0.4856 - accuracy: 0.8250
1078/1208 [=========================>....] - ETA: 21:06 - loss: 0.4855 - accuracy: 0.8250
1079/1208 [=========================>....] - ETA: 20:56 - loss: 0.4854 - accuracy: 0.8251
1080/1208 [=========================>....] - ETA: 20:46 - loss: 0.4852 - accuracy: 0.8251
1081/1208 [=========================>....] - ETA: 20:36 - loss: 0.4852 - accuracy: 0.8251
1082/1208 [=========================>....] - ETA: 20:27 - loss: 0.4851 - accuracy: 0.8252
1083/1208 [=========================>....] - ETA: 20:17 - loss: 0.4851 - accuracy: 0.8251
1084/1208 [=========================>....] - ETA: 20:07 - loss: 0.4850 - accuracy: 0.8252
1085/1208 [=========================>....] - ETA: 19:58 - loss: 0.4849 - accuracy: 0.8253
1086/1208 [=========================>....] - ETA: 19:48 - loss: 0.4848 - accuracy: 0.8253
1087/1208 [=========================>....] - ETA: 19:38 - loss: 0.4847 - accuracy: 0.8253
1088/1208 [==========================>...] - ETA: 19:29 - loss: 0.4847 - accuracy: 0.8253
1089/1208 [==========================>...] - ETA: 19:19 - loss: 0.4847 - accuracy: 0.8253
1090/1208 [==========================>...] - ETA: 19:09 - loss: 0.4846 - accuracy: 0.8253
1091/1208 [==========================>...] - ETA: 19:00 - loss: 0.4846 - accuracy: 0.8252
1092/1208 [==========================>...] - ETA: 18:50 - loss: 0.4846 - accuracy: 0.8252
1093/1208 [==========================>...] - ETA: 18:40 - loss: 0.4845 - accuracy: 0.8252
1094/1208 [==========================>...] - ETA: 18:31 - loss: 0.4844 - accuracy: 0.8253
1095/1208 [==========================>...] - ETA: 18:21 - loss: 0.4843 - accuracy: 0.8253
1096/1208 [==========================>...] - ETA: 18:11 - loss: 0.4843 - accuracy: 0.8253
1097/1208 [==========================>...] - ETA: 18:02 - loss: 0.4842 - accuracy: 0.8253
1098/1208 [==========================>...] - ETA: 17:52 - loss: 0.4842 - accuracy: 0.8253
1099/1208 [==========================>...] - ETA: 17:42 - loss: 0.4841 - accuracy: 0.8253
1100/1208 [==========================>...] - ETA: 17:33 - loss: 0.4841 - accuracy: 0.8252
1101/1208 [==========================>...] - ETA: 17:23 - loss: 0.4841 - accuracy: 0.8252
1102/1208 [==========================>...] - ETA: 17:13 - loss: 0.4841 - accuracy: 0.8252
1103/1208 [==========================>...] - ETA: 17:03 - loss: 0.4840 - accuracy: 0.8252
1104/1208 [==========================>...] - ETA: 16:54 - loss: 0.4840 - accuracy: 0.8252
1105/1208 [==========================>...] - ETA: 16:44 - loss: 0.4840 - accuracy: 0.8252
1106/1208 [==========================>...] - ETA: 16:34 - loss: 0.4840 - accuracy: 0.8251
1107/1208 [==========================>...] - ETA: 16:24 - loss: 0.4839 - accuracy: 0.8251
1108/1208 [==========================>...] - ETA: 16:15 - loss: 0.4840 - accuracy: 0.8251
1109/1208 [==========================>...] - ETA: 16:05 - loss: 0.4838 - accuracy: 0.8251
1110/1208 [==========================>...] - ETA: 15:55 - loss: 0.4838 - accuracy: 0.8251
1111/1208 [==========================>...] - ETA: 15:45 - loss: 0.4837 - accuracy: 0.8251
1112/1208 [==========================>...] - ETA: 15:36 - loss: 0.4837 - accuracy: 0.8251
1113/1208 [==========================>...] - ETA: 15:26 - loss: 0.4836 - accuracy: 0.8251
1114/1208 [==========================>...] - ETA: 15:16 - loss: 0.4836 - accuracy: 0.8251
1115/1208 [==========================>...] - ETA: 15:06 - loss: 0.4834 - accuracy: 0.8252
1116/1208 [==========================>...] - ETA: 14:57 - loss: 0.4835 - accuracy: 0.8251
1117/1208 [==========================>...] - ETA: 14:47 - loss: 0.4833 - accuracy: 0.8252
1118/1208 [==========================>...] - ETA: 14:37 - loss: 0.4832 - accuracy: 0.8253
1119/1208 [==========================>...] - ETA: 14:27 - loss: 0.4831 - accuracy: 0.8253
1120/1208 [==========================>...] - ETA: 14:18 - loss: 0.4832 - accuracy: 0.8253
1121/1208 [==========================>...] - ETA: 14:08 - loss: 0.4833 - accuracy: 0.8253
1122/1208 [==========================>...] - ETA: 13:58 - loss: 0.4831 - accuracy: 0.8254
1123/1208 [==========================>...] - ETA: 13:48 - loss: 0.4832 - accuracy: 0.8252
1124/1208 [==========================>...] - ETA: 13:39 - loss: 0.4832 - accuracy: 0.8253
1125/1208 [==========================>...] - ETA: 13:29 - loss: 0.4830 - accuracy: 0.8253
1126/1208 [==========================>...] - ETA: 13:19 - loss: 0.4829 - accuracy: 0.8253
1127/1208 [==========================>...] - ETA: 13:09 - loss: 0.4829 - accuracy: 0.8253
1128/1208 [===========================>..] - ETA: 13:00 - loss: 0.4827 - accuracy: 0.8254
1129/1208 [===========================>..] - ETA: 12:50 - loss: 0.4825 - accuracy: 0.8255
1130/1208 [===========================>..] - ETA: 12:40 - loss: 0.4825 - accuracy: 0.8255
1131/1208 [===========================>..] - ETA: 12:31 - loss: 0.4824 - accuracy: 0.8256
1132/1208 [===========================>..] - ETA: 12:21 - loss: 0.4824 - accuracy: 0.8256
1133/1208 [===========================>..] - ETA: 12:11 - loss: 0.4824 - accuracy: 0.8256
1134/1208 [===========================>..] - ETA: 12:01 - loss: 0.4822 - accuracy: 0.8256
1135/1208 [===========================>..] - ETA: 11:52 - loss: 0.4821 - accuracy: 0.8257
1136/1208 [===========================>..] - ETA: 11:42 - loss: 0.4821 - accuracy: 0.8256
1137/1208 [===========================>..] - ETA: 11:32 - loss: 0.4820 - accuracy: 0.8256
1138/1208 [===========================>..] - ETA: 11:22 - loss: 0.4819 - accuracy: 0.8256
1139/1208 [===========================>..] - ETA: 11:13 - loss: 0.4820 - accuracy: 0.8255
1140/1208 [===========================>..] - ETA: 11:03 - loss: 0.4821 - accuracy: 0.8255
1141/1208 [===========================>..] - ETA: 10:53 - loss: 0.4820 - accuracy: 0.8256
1142/1208 [===========================>..] - ETA: 10:43 - loss: 0.4820 - accuracy: 0.8255
1143/1208 [===========================>..] - ETA: 10:33 - loss: 0.4819 - accuracy: 0.8255
1144/1208 [===========================>..] - ETA: 10:24 - loss: 0.4818 - accuracy: 0.8256
1145/1208 [===========================>..] - ETA: 10:14 - loss: 0.4818 - accuracy: 0.8256
1146/1208 [===========================>..] - ETA: 10:04 - loss: 0.4818 - accuracy: 0.8256
1147/1208 [===========================>..] - ETA: 9:54 - loss: 0.4817 - accuracy: 0.8256 
1148/1208 [===========================>..] - ETA: 9:45 - loss: 0.4815 - accuracy: 0.8257
1149/1208 [===========================>..] - ETA: 9:35 - loss: 0.4815 - accuracy: 0.8258
1150/1208 [===========================>..] - ETA: 9:25 - loss: 0.4814 - accuracy: 0.8258
1151/1208 [===========================>..] - ETA: 9:15 - loss: 0.4814 - accuracy: 0.8258
1152/1208 [===========================>..] - ETA: 9:05 - loss: 0.4813 - accuracy: 0.8258
1153/1208 [===========================>..] - ETA: 8:56 - loss: 0.4812 - accuracy: 0.8258
1154/1208 [===========================>..] - ETA: 8:46 - loss: 0.4811 - accuracy: 0.8259
1155/1208 [===========================>..] - ETA: 8:36 - loss: 0.4812 - accuracy: 0.8258
1156/1208 [===========================>..] - ETA: 8:26 - loss: 0.4810 - accuracy: 0.8259
1157/1208 [===========================>..] - ETA: 8:17 - loss: 0.4809 - accuracy: 0.8259
1158/1208 [===========================>..] - ETA: 8:07 - loss: 0.4809 - accuracy: 0.8259
1159/1208 [===========================>..] - ETA: 7:57 - loss: 0.4808 - accuracy: 0.8260
1160/1208 [===========================>..] - ETA: 7:47 - loss: 0.4807 - accuracy: 0.8260
1161/1208 [===========================>..] - ETA: 7:37 - loss: 0.4807 - accuracy: 0.8260
1162/1208 [===========================>..] - ETA: 7:28 - loss: 0.4807 - accuracy: 0.8260
1163/1208 [===========================>..] - ETA: 7:18 - loss: 0.4805 - accuracy: 0.8261
1164/1208 [===========================>..] - ETA: 7:08 - loss: 0.4804 - accuracy: 0.8262
1165/1208 [===========================>..] - ETA: 6:58 - loss: 0.4804 - accuracy: 0.8262
1166/1208 [===========================>..] - ETA: 6:49 - loss: 0.4802 - accuracy: 0.8262
1167/1208 [===========================>..] - ETA: 6:39 - loss: 0.4801 - accuracy: 0.8263
1168/1208 [============================>.] - ETA: 6:29 - loss: 0.4800 - accuracy: 0.8263
1169/1208 [============================>.] - ETA: 6:19 - loss: 0.4800 - accuracy: 0.8262
1170/1208 [============================>.] - ETA: 6:10 - loss: 0.4799 - accuracy: 0.8263
1171/1208 [============================>.] - ETA: 6:00 - loss: 0.4799 - accuracy: 0.8262
1172/1208 [============================>.] - ETA: 5:50 - loss: 0.4798 - accuracy: 0.8262
1173/1208 [============================>.] - ETA: 5:41 - loss: 0.4797 - accuracy: 0.8263
1174/1208 [============================>.] - ETA: 5:31 - loss: 0.4795 - accuracy: 0.8263
1175/1208 [============================>.] - ETA: 5:21 - loss: 0.4795 - accuracy: 0.8263
1176/1208 [============================>.] - ETA: 5:11 - loss: 0.4794 - accuracy: 0.8263
1177/1208 [============================>.] - ETA: 5:02 - loss: 0.4793 - accuracy: 0.8264
1178/1208 [============================>.] - ETA: 4:52 - loss: 0.4794 - accuracy: 0.8263
1179/1208 [============================>.] - ETA: 4:42 - loss: 0.4794 - accuracy: 0.8264
1180/1208 [============================>.] - ETA: 4:32 - loss: 0.4792 - accuracy: 0.8265
1181/1208 [============================>.] - ETA: 4:23 - loss: 0.4791 - accuracy: 0.8265
1182/1208 [============================>.] - ETA: 4:13 - loss: 0.4792 - accuracy: 0.8264
1183/1208 [============================>.] - ETA: 4:03 - loss: 0.4793 - accuracy: 0.8264
1184/1208 [============================>.] - ETA: 3:54 - loss: 0.4793 - accuracy: 0.8264
1185/1208 [============================>.] - ETA: 3:44 - loss: 0.4792 - accuracy: 0.8264
1186/1208 [============================>.] - ETA: 3:34 - loss: 0.4792 - accuracy: 0.8264
1187/1208 [============================>.] - ETA: 3:24 - loss: 0.4792 - accuracy: 0.8264
1188/1208 [============================>.] - ETA: 3:15 - loss: 0.4790 - accuracy: 0.8264
1189/1208 [============================>.] - ETA: 3:05 - loss: 0.4790 - accuracy: 0.8264
1190/1208 [============================>.] - ETA: 2:55 - loss: 0.4790 - accuracy: 0.8264
1191/1208 [============================>.] - ETA: 2:45 - loss: 0.4789 - accuracy: 0.8264
1192/1208 [============================>.] - ETA: 2:36 - loss: 0.4788 - accuracy: 0.8265
1193/1208 [============================>.] - ETA: 2:26 - loss: 0.4787 - accuracy: 0.8266
1194/1208 [============================>.] - ETA: 2:16 - loss: 0.4786 - accuracy: 0.8266
1195/1208 [============================>.] - ETA: 2:06 - loss: 0.4784 - accuracy: 0.8266
1196/1208 [============================>.] - ETA: 1:57 - loss: 0.4785 - accuracy: 0.8266
1197/1208 [============================>.] - ETA: 1:47 - loss: 0.4784 - accuracy: 0.8267
1198/1208 [============================>.] - ETA: 1:37 - loss: 0.4784 - accuracy: 0.8267
1199/1208 [============================>.] - ETA: 1:27 - loss: 0.4783 - accuracy: 0.8267
1200/1208 [============================>.] - ETA: 1:18 - loss: 0.4782 - accuracy: 0.8267
1201/1208 [============================>.] - ETA: 1:08 - loss: 0.4781 - accuracy: 0.8267
1202/1208 [============================>.] - ETA: 58s - loss: 0.4781 - accuracy: 0.8267 
1203/1208 [============================>.] - ETA: 48s - loss: 0.4782 - accuracy: 0.8267
1204/1208 [============================>.] - ETA: 39s - loss: 0.4781 - accuracy: 0.8267
1205/1208 [============================>.] - ETA: 29s - loss: 0.4780 - accuracy: 0.8267
1206/1208 [============================>.] - ETA: 19s - loss: 0.4781 - accuracy: 0.8267
1207/1208 [============================>.] - ETA: 9s - loss: 0.4781 - accuracy: 0.8267 
1208/1208 [==============================] - 11782s 10s/step - loss: 0.4779 - accuracy: 0.8267
val_acc: 0.84279, best_val_acc: 0.84279, test_acc: 0.84372

Epoch 2/10

   1/1208 [..............................] - ETA: 3:04:00 - loss: 0.4119 - accuracy: 0.8438
   2/1208 [..............................] - ETA: 3:03:23 - loss: 0.3952 - accuracy: 0.8359
   3/1208 [..............................] - ETA: 3:03:03 - loss: 0.4077 - accuracy: 0.8385
   4/1208 [..............................] - ETA: 2:59:07 - loss: 0.3872 - accuracy: 0.8516
   5/1208 [..............................] - ETA: 2:58:20 - loss: 0.3766 - accuracy: 0.8594
   6/1208 [..............................] - ETA: 3:01:13 - loss: 0.4045 - accuracy: 0.8542
   7/1208 [..............................] - ETA: 3:00:41 - loss: 0.3830 - accuracy: 0.8616
   8/1208 [..............................] - ETA: 3:00:09 - loss: 0.3707 - accuracy: 0.8652
   9/1208 [..............................] - ETA: 3:00:12 - loss: 0.3605 - accuracy: 0.8681
  10/1208 [..............................] - ETA: 3:01:09 - loss: 0.3598 - accuracy: 0.8656
  11/1208 [..............................] - ETA: 2:59:58 - loss: 0.3507 - accuracy: 0.8693
  12/1208 [..............................] - ETA: 2:59:57 - loss: 0.3514 - accuracy: 0.8659
  13/1208 [..............................] - ETA: 3:00:04 - loss: 0.3609 - accuracy: 0.8642
  14/1208 [..............................] - ETA: 3:00:38 - loss: 0.3773 - accuracy: 0.8583
  15/1208 [..............................] - ETA: 3:00:18 - loss: 0.3852 - accuracy: 0.8521
  16/1208 [..............................] - ETA: 3:01:01 - loss: 0.3869 - accuracy: 0.8496
  17/1208 [..............................] - ETA: 3:01:51 - loss: 0.3930 - accuracy: 0.8456
  18/1208 [..............................] - ETA: 3:02:38 - loss: 0.3991 - accuracy: 0.8455
  19/1208 [..............................] - ETA: 3:02:55 - loss: 0.3924 - accuracy: 0.8487
  20/1208 [..............................] - ETA: 3:01:53 - loss: 0.3899 - accuracy: 0.8477
  21/1208 [..............................] - ETA: 3:03:11 - loss: 0.3874 - accuracy: 0.8490
  22/1208 [..............................] - ETA: 3:03:37 - loss: 0.3858 - accuracy: 0.8480
  23/1208 [..............................] - ETA: 3:03:40 - loss: 0.3854 - accuracy: 0.8485
  24/1208 [..............................] - ETA: 3:03:52 - loss: 0.3811 - accuracy: 0.8503
  25/1208 [..............................] - ETA: 3:04:41 - loss: 0.3788 - accuracy: 0.8512
  26/1208 [..............................] - ETA: 3:04:05 - loss: 0.3838 - accuracy: 0.8510
  27/1208 [..............................] - ETA: 3:04:31 - loss: 0.3836 - accuracy: 0.8507
  28/1208 [..............................] - ETA: 3:05:07 - loss: 0.3822 - accuracy: 0.8499
  29/1208 [..............................] - ETA: 3:05:51 - loss: 0.3842 - accuracy: 0.8497
  30/1208 [..............................] - ETA: 3:06:12 - loss: 0.3870 - accuracy: 0.8505
  31/1208 [..............................] - ETA: 3:07:05 - loss: 0.3872 - accuracy: 0.8508
  32/1208 [..............................] - ETA: 3:07:02 - loss: 0.3877 - accuracy: 0.8506
  33/1208 [..............................] - ETA: 3:07:04 - loss: 0.3887 - accuracy: 0.8499
  34/1208 [..............................] - ETA: 3:07:07 - loss: 0.3876 - accuracy: 0.8506
  35/1208 [..............................] - ETA: 3:07:16 - loss: 0.3886 - accuracy: 0.8504
  36/1208 [..............................] - ETA: 3:07:19 - loss: 0.3879 - accuracy: 0.8498
  37/1208 [..............................] - ETA: 3:07:33 - loss: 0.3860 - accuracy: 0.8505
  38/1208 [..............................] - ETA: 3:07:00 - loss: 0.3860 - accuracy: 0.8512
  39/1208 [..............................] - ETA: 3:07:29 - loss: 0.3850 - accuracy: 0.8530
  40/1208 [..............................] - ETA: 3:07:34 - loss: 0.3824 - accuracy: 0.8539
  41/1208 [>.............................] - ETA: 3:07:41 - loss: 0.3842 - accuracy: 0.8529
  42/1208 [>.............................] - ETA: 3:08:02 - loss: 0.3801 - accuracy: 0.8549
  43/1208 [>.............................] - ETA: 3:08:19 - loss: 0.3803 - accuracy: 0.8547
  44/1208 [>.............................] - ETA: 3:08:30 - loss: 0.3803 - accuracy: 0.8540
  45/1208 [>.............................] - ETA: 3:08:43 - loss: 0.3791 - accuracy: 0.8552
  46/1208 [>.............................] - ETA: 3:08:35 - loss: 0.3806 - accuracy: 0.8553
  47/1208 [>.............................] - ETA: 3:08:18 - loss: 0.3806 - accuracy: 0.8557
  48/1208 [>.............................] - ETA: 3:08:24 - loss: 0.3806 - accuracy: 0.8548
  49/1208 [>.............................] - ETA: 3:08:04 - loss: 0.3816 - accuracy: 0.8549
  50/1208 [>.............................] - ETA: 3:07:56 - loss: 0.3829 - accuracy: 0.8547
  51/1208 [>.............................] - ETA: 3:07:51 - loss: 0.3837 - accuracy: 0.8542
  52/1208 [>.............................] - ETA: 3:07:55 - loss: 0.3852 - accuracy: 0.8534
  53/1208 [>.............................] - ETA: 3:07:38 - loss: 0.3837 - accuracy: 0.8544
  54/1208 [>.............................] - ETA: 3:07:34 - loss: 0.3835 - accuracy: 0.8536
  55/1208 [>.............................] - ETA: 3:07:42 - loss: 0.3840 - accuracy: 0.8534
  56/1208 [>.............................] - ETA: 3:07:39 - loss: 0.3851 - accuracy: 0.8532
  57/1208 [>.............................] - ETA: 3:07:28 - loss: 0.3859 - accuracy: 0.8525
  58/1208 [>.............................] - ETA: 3:07:07 - loss: 0.3873 - accuracy: 0.8518
  59/1208 [>.............................] - ETA: 3:06:51 - loss: 0.3854 - accuracy: 0.8528
  60/1208 [>.............................] - ETA: 3:06:42 - loss: 0.3856 - accuracy: 0.8523
  61/1208 [>.............................] - ETA: 3:06:38 - loss: 0.3843 - accuracy: 0.8525
  62/1208 [>.............................] - ETA: 3:06:19 - loss: 0.3844 - accuracy: 0.8526
  63/1208 [>.............................] - ETA: 3:06:03 - loss: 0.3850 - accuracy: 0.8522
  64/1208 [>.............................] - ETA: 3:05:55 - loss: 0.3865 - accuracy: 0.8513
  65/1208 [>.............................] - ETA: 3:05:44 - loss: 0.3862 - accuracy: 0.8519
  66/1208 [>.............................] - ETA: 3:05:37 - loss: 0.3867 - accuracy: 0.8520
  67/1208 [>.............................] - ETA: 3:05:29 - loss: 0.3871 - accuracy: 0.8519
  68/1208 [>.............................] - ETA: 3:05:16 - loss: 0.3854 - accuracy: 0.8518
  69/1208 [>.............................] - ETA: 3:05:12 - loss: 0.3846 - accuracy: 0.8521
  70/1208 [>.............................] - ETA: 3:05:09 - loss: 0.3822 - accuracy: 0.8533
  71/1208 [>.............................] - ETA: 3:05:15 - loss: 0.3812 - accuracy: 0.8537
  72/1208 [>.............................] - ETA: 3:05:09 - loss: 0.3812 - accuracy: 0.8533
  73/1208 [>.............................] - ETA: 3:05:04 - loss: 0.3804 - accuracy: 0.8538
  74/1208 [>.............................] - ETA: 3:05:01 - loss: 0.3814 - accuracy: 0.8533
  75/1208 [>.............................] - ETA: 3:05:00 - loss: 0.3788 - accuracy: 0.8544
  76/1208 [>.............................] - ETA: 3:04:54 - loss: 0.3800 - accuracy: 0.8540
  77/1208 [>.............................] - ETA: 3:04:51 - loss: 0.3779 - accuracy: 0.8551
  78/1208 [>.............................] - ETA: 3:04:42 - loss: 0.3789 - accuracy: 0.8548
  79/1208 [>.............................] - ETA: 3:04:37 - loss: 0.3783 - accuracy: 0.8550
  80/1208 [>.............................] - ETA: 3:04:31 - loss: 0.3779 - accuracy: 0.8553
  81/1208 [=>............................] - ETA: 3:04:18 - loss: 0.3801 - accuracy: 0.8549
  82/1208 [=>............................] - ETA: 3:04:12 - loss: 0.3782 - accuracy: 0.8561
  83/1208 [=>............................] - ETA: 3:04:19 - loss: 0.3798 - accuracy: 0.8556
  84/1208 [=>............................] - ETA: 3:04:11 - loss: 0.3793 - accuracy: 0.8557
  85/1208 [=>............................] - ETA: 3:04:05 - loss: 0.3800 - accuracy: 0.8555
  86/1208 [=>............................] - ETA: 3:04:02 - loss: 0.3799 - accuracy: 0.8556
  87/1208 [=>............................] - ETA: 3:03:47 - loss: 0.3794 - accuracy: 0.8563
  88/1208 [=>............................] - ETA: 3:03:35 - loss: 0.3807 - accuracy: 0.8560
  89/1208 [=>............................] - ETA: 3:03:30 - loss: 0.3827 - accuracy: 0.8550
  90/1208 [=>............................] - ETA: 3:03:29 - loss: 0.3837 - accuracy: 0.8549
  91/1208 [=>............................] - ETA: 3:03:15 - loss: 0.3826 - accuracy: 0.8558
  92/1208 [=>............................] - ETA: 3:03:08 - loss: 0.3823 - accuracy: 0.8555
  93/1208 [=>............................] - ETA: 3:03:05 - loss: 0.3811 - accuracy: 0.8565
  94/1208 [=>............................] - ETA: 3:02:59 - loss: 0.3812 - accuracy: 0.8565
  95/1208 [=>............................] - ETA: 3:02:50 - loss: 0.3815 - accuracy: 0.8567
  96/1208 [=>............................] - ETA: 3:02:41 - loss: 0.3813 - accuracy: 0.8569
  97/1208 [=>............................] - ETA: 3:02:32 - loss: 0.3821 - accuracy: 0.8563
  98/1208 [=>............................] - ETA: 3:02:20 - loss: 0.3814 - accuracy: 0.8563
  99/1208 [=>............................] - ETA: 3:02:20 - loss: 0.3828 - accuracy: 0.8556
 100/1208 [=>............................] - ETA: 3:02:00 - loss: 0.3834 - accuracy: 0.8553
 101/1208 [=>............................] - ETA: 3:01:35 - loss: 0.3825 - accuracy: 0.8558
 102/1208 [=>............................] - ETA: 3:01:20 - loss: 0.3809 - accuracy: 0.8560
 103/1208 [=>............................] - ETA: 3:01:02 - loss: 0.3805 - accuracy: 0.8563
 104/1208 [=>............................] - ETA: 3:00:46 - loss: 0.3800 - accuracy: 0.8567
 105/1208 [=>............................] - ETA: 3:00:29 - loss: 0.3803 - accuracy: 0.8568
 106/1208 [=>............................] - ETA: 3:00:10 - loss: 0.3803 - accuracy: 0.8567
 107/1208 [=>............................] - ETA: 2:59:50 - loss: 0.3801 - accuracy: 0.8569
 108/1208 [=>............................] - ETA: 2:59:34 - loss: 0.3795 - accuracy: 0.8572
 109/1208 [=>............................] - ETA: 2:59:20 - loss: 0.3796 - accuracy: 0.8569
 110/1208 [=>............................] - ETA: 2:58:58 - loss: 0.3778 - accuracy: 0.8578
 111/1208 [=>............................] - ETA: 2:58:42 - loss: 0.3766 - accuracy: 0.8580
 112/1208 [=>............................] - ETA: 2:58:23 - loss: 0.3762 - accuracy: 0.8578
 113/1208 [=>............................] - ETA: 2:58:11 - loss: 0.3760 - accuracy: 0.8577
 114/1208 [=>............................] - ETA: 2:57:53 - loss: 0.3764 - accuracy: 0.8576
 115/1208 [=>............................] - ETA: 2:57:40 - loss: 0.3758 - accuracy: 0.8576
 116/1208 [=>............................] - ETA: 2:57:25 - loss: 0.3779 - accuracy: 0.8572
 117/1208 [=>............................] - ETA: 2:57:14 - loss: 0.3774 - accuracy: 0.8574
 118/1208 [=>............................] - ETA: 2:57:02 - loss: 0.3791 - accuracy: 0.8570
 119/1208 [=>............................] - ETA: 2:56:52 - loss: 0.3798 - accuracy: 0.8565
 120/1208 [=>............................] - ETA: 2:56:45 - loss: 0.3801 - accuracy: 0.8565
 121/1208 [==>...........................] - ETA: 2:56:30 - loss: 0.3791 - accuracy: 0.8567
 122/1208 [==>...........................] - ETA: 2:56:11 - loss: 0.3795 - accuracy: 0.8564
 123/1208 [==>...........................] - ETA: 2:55:53 - loss: 0.3793 - accuracy: 0.8565
 124/1208 [==>...........................] - ETA: 2:55:37 - loss: 0.3795 - accuracy: 0.8566
 125/1208 [==>...........................] - ETA: 2:55:23 - loss: 0.3789 - accuracy: 0.8570
 126/1208 [==>...........................] - ETA: 2:55:12 - loss: 0.3780 - accuracy: 0.8573
 127/1208 [==>...........................] - ETA: 2:55:00 - loss: 0.3778 - accuracy: 0.8574
 128/1208 [==>...........................] - ETA: 2:54:54 - loss: 0.3779 - accuracy: 0.8572
 129/1208 [==>...........................] - ETA: 2:54:52 - loss: 0.3777 - accuracy: 0.8573
 130/1208 [==>...........................] - ETA: 2:54:49 - loss: 0.3774 - accuracy: 0.8575
 131/1208 [==>...........................] - ETA: 2:54:38 - loss: 0.3778 - accuracy: 0.8570
 132/1208 [==>...........................] - ETA: 2:54:28 - loss: 0.3777 - accuracy: 0.8569
 133/1208 [==>...........................] - ETA: 2:54:20 - loss: 0.3766 - accuracy: 0.8571
 134/1208 [==>...........................] - ETA: 2:54:08 - loss: 0.3764 - accuracy: 0.8572
 135/1208 [==>...........................] - ETA: 2:53:59 - loss: 0.3766 - accuracy: 0.8571
 136/1208 [==>...........................] - ETA: 2:53:54 - loss: 0.3767 - accuracy: 0.8571
 137/1208 [==>...........................] - ETA: 2:53:42 - loss: 0.3763 - accuracy: 0.8571
 138/1208 [==>...........................] - ETA: 2:53:36 - loss: 0.3775 - accuracy: 0.8567
 139/1208 [==>...........................] - ETA: 2:53:22 - loss: 0.3769 - accuracy: 0.8569
 140/1208 [==>...........................] - ETA: 2:53:15 - loss: 0.3785 - accuracy: 0.8565
 141/1208 [==>...........................] - ETA: 2:53:09 - loss: 0.3789 - accuracy: 0.8564
 142/1208 [==>...........................] - ETA: 2:53:04 - loss: 0.3785 - accuracy: 0.8564
 143/1208 [==>...........................] - ETA: 2:52:51 - loss: 0.3787 - accuracy: 0.8565
 144/1208 [==>...........................] - ETA: 2:52:41 - loss: 0.3789 - accuracy: 0.8563
 145/1208 [==>...........................] - ETA: 2:52:30 - loss: 0.3786 - accuracy: 0.8565
 146/1208 [==>...........................] - ETA: 2:52:28 - loss: 0.3784 - accuracy: 0.8567
 147/1208 [==>...........................] - ETA: 2:52:15 - loss: 0.3779 - accuracy: 0.8571
 148/1208 [==>...........................] - ETA: 2:52:06 - loss: 0.3786 - accuracy: 0.8569
 149/1208 [==>...........................] - ETA: 2:51:57 - loss: 0.3792 - accuracy: 0.8569
 150/1208 [==>...........................] - ETA: 2:51:47 - loss: 0.3785 - accuracy: 0.8573
 151/1208 [==>...........................] - ETA: 2:51:43 - loss: 0.3775 - accuracy: 0.8577
 152/1208 [==>...........................] - ETA: 2:51:40 - loss: 0.3778 - accuracy: 0.8575
 153/1208 [==>...........................] - ETA: 2:51:32 - loss: 0.3788 - accuracy: 0.8570
 154/1208 [==>...........................] - ETA: 2:51:24 - loss: 0.3783 - accuracy: 0.8572
 155/1208 [==>...........................] - ETA: 2:51:13 - loss: 0.3781 - accuracy: 0.8573
 156/1208 [==>...........................] - ETA: 2:51:04 - loss: 0.3775 - accuracy: 0.8577
 157/1208 [==>...........................] - ETA: 2:50:54 - loss: 0.3784 - accuracy: 0.8577
 158/1208 [==>...........................] - ETA: 2:50:48 - loss: 0.3772 - accuracy: 0.8583
 159/1208 [==>...........................] - ETA: 2:50:43 - loss: 0.3775 - accuracy: 0.8582
 160/1208 [==>...........................] - ETA: 2:50:33 - loss: 0.3778 - accuracy: 0.8581
 161/1208 [==>...........................] - ETA: 2:50:23 - loss: 0.3774 - accuracy: 0.8583
 162/1208 [===>..........................] - ETA: 2:50:10 - loss: 0.3786 - accuracy: 0.8574
 163/1208 [===>..........................] - ETA: 2:50:02 - loss: 0.3790 - accuracy: 0.8573
 164/1208 [===>..........................] - ETA: 2:49:51 - loss: 0.3781 - accuracy: 0.8575
 165/1208 [===>..........................] - ETA: 2:49:48 - loss: 0.3782 - accuracy: 0.8574
 166/1208 [===>..........................] - ETA: 2:49:41 - loss: 0.3777 - accuracy: 0.8577
 167/1208 [===>..........................] - ETA: 2:49:31 - loss: 0.3773 - accuracy: 0.8578
 168/1208 [===>..........................] - ETA: 2:49:24 - loss: 0.3769 - accuracy: 0.8580
 169/1208 [===>..........................] - ETA: 2:49:16 - loss: 0.3767 - accuracy: 0.8578
 170/1208 [===>..........................] - ETA: 2:49:10 - loss: 0.3764 - accuracy: 0.8583
 171/1208 [===>..........................] - ETA: 2:48:56 - loss: 0.3759 - accuracy: 0.8583
 172/1208 [===>..........................] - ETA: 2:48:47 - loss: 0.3760 - accuracy: 0.8582
 173/1208 [===>..........................] - ETA: 2:48:40 - loss: 0.3761 - accuracy: 0.8580
 174/1208 [===>..........................] - ETA: 2:48:33 - loss: 0.3759 - accuracy: 0.8582
 175/1208 [===>..........................] - ETA: 2:48:26 - loss: 0.3753 - accuracy: 0.8585
 176/1208 [===>..........................] - ETA: 2:48:17 - loss: 0.3748 - accuracy: 0.8587
 177/1208 [===>..........................] - ETA: 2:48:02 - loss: 0.3744 - accuracy: 0.8589
 178/1208 [===>..........................] - ETA: 2:47:52 - loss: 0.3742 - accuracy: 0.8591
 179/1208 [===>..........................] - ETA: 2:47:44 - loss: 0.3744 - accuracy: 0.8590
 180/1208 [===>..........................] - ETA: 2:47:38 - loss: 0.3738 - accuracy: 0.8594
 181/1208 [===>..........................] - ETA: 2:47:30 - loss: 0.3741 - accuracy: 0.8590
 182/1208 [===>..........................] - ETA: 2:47:22 - loss: 0.3745 - accuracy: 0.8589
 183/1208 [===>..........................] - ETA: 2:47:16 - loss: 0.3751 - accuracy: 0.8585
 184/1208 [===>..........................] - ETA: 2:47:11 - loss: 0.3750 - accuracy: 0.8585
 185/1208 [===>..........................] - ETA: 2:47:04 - loss: 0.3755 - accuracy: 0.8584
 186/1208 [===>..........................] - ETA: 2:46:55 - loss: 0.3763 - accuracy: 0.8582
 187/1208 [===>..........................] - ETA: 2:46:48 - loss: 0.3759 - accuracy: 0.8584
 188/1208 [===>..........................] - ETA: 2:46:41 - loss: 0.3756 - accuracy: 0.8583
 189/1208 [===>..........................] - ETA: 2:46:38 - loss: 0.3760 - accuracy: 0.8583
 190/1208 [===>..........................] - ETA: 2:46:28 - loss: 0.3765 - accuracy: 0.8579
 191/1208 [===>..........................] - ETA: 2:46:21 - loss: 0.3761 - accuracy: 0.8581
 192/1208 [===>..........................] - ETA: 2:46:11 - loss: 0.3764 - accuracy: 0.8580
 193/1208 [===>..........................] - ETA: 2:46:02 - loss: 0.3773 - accuracy: 0.8577
 194/1208 [===>..........................] - ETA: 2:45:51 - loss: 0.3776 - accuracy: 0.8572
 195/1208 [===>..........................] - ETA: 2:45:42 - loss: 0.3770 - accuracy: 0.8575
 196/1208 [===>..........................] - ETA: 2:45:32 - loss: 0.3765 - accuracy: 0.8576
 197/1208 [===>..........................] - ETA: 2:45:25 - loss: 0.3773 - accuracy: 0.8572
 198/1208 [===>..........................] - ETA: 2:45:16 - loss: 0.3773 - accuracy: 0.8571
 199/1208 [===>..........................] - ETA: 2:45:05 - loss: 0.3773 - accuracy: 0.8571
 200/1208 [===>..........................] - ETA: 2:45:00 - loss: 0.3777 - accuracy: 0.8568
 201/1208 [===>..........................] - ETA: 2:44:51 - loss: 0.3773 - accuracy: 0.8569
 202/1208 [====>.........................] - ETA: 2:44:42 - loss: 0.3769 - accuracy: 0.8569
 203/1208 [====>.........................] - ETA: 2:44:34 - loss: 0.3768 - accuracy: 0.8569
 204/1208 [====>.........................] - ETA: 2:44:21 - loss: 0.3765 - accuracy: 0.8570
 205/1208 [====>.........................] - ETA: 2:44:11 - loss: 0.3764 - accuracy: 0.8572
 206/1208 [====>.........................] - ETA: 2:44:00 - loss: 0.3763 - accuracy: 0.8571
 207/1208 [====>.........................] - ETA: 2:43:55 - loss: 0.3757 - accuracy: 0.8574
 208/1208 [====>.........................] - ETA: 2:43:45 - loss: 0.3761 - accuracy: 0.8571
 209/1208 [====>.........................] - ETA: 2:43:33 - loss: 0.3759 - accuracy: 0.8573
 210/1208 [====>.........................] - ETA: 2:43:24 - loss: 0.3761 - accuracy: 0.8572
 211/1208 [====>.........................] - ETA: 2:43:12 - loss: 0.3760 - accuracy: 0.8572
 212/1208 [====>.........................] - ETA: 2:43:03 - loss: 0.3770 - accuracy: 0.8566
 213/1208 [====>.........................] - ETA: 2:42:53 - loss: 0.3766 - accuracy: 0.8569
 214/1208 [====>.........................] - ETA: 2:42:43 - loss: 0.3760 - accuracy: 0.8570
 215/1208 [====>.........................] - ETA: 2:42:34 - loss: 0.3760 - accuracy: 0.8570
 216/1208 [====>.........................] - ETA: 2:42:18 - loss: 0.3758 - accuracy: 0.8571
 217/1208 [====>.........................] - ETA: 2:42:08 - loss: 0.3753 - accuracy: 0.8574
 218/1208 [====>.........................] - ETA: 2:41:56 - loss: 0.3757 - accuracy: 0.8569
 219/1208 [====>.........................] - ETA: 2:41:44 - loss: 0.3754 - accuracy: 0.8569
 220/1208 [====>.........................] - ETA: 2:41:31 - loss: 0.3754 - accuracy: 0.8567
 221/1208 [====>.........................] - ETA: 2:41:18 - loss: 0.3752 - accuracy: 0.8568
 222/1208 [====>.........................] - ETA: 2:41:05 - loss: 0.3748 - accuracy: 0.8570
 223/1208 [====>.........................] - ETA: 2:40:53 - loss: 0.3746 - accuracy: 0.8571
 224/1208 [====>.........................] - ETA: 2:40:44 - loss: 0.3743 - accuracy: 0.8572
 225/1208 [====>.........................] - ETA: 2:40:36 - loss: 0.3743 - accuracy: 0.8574
 226/1208 [====>.........................] - ETA: 2:40:27 - loss: 0.3741 - accuracy: 0.8574
 227/1208 [====>.........................] - ETA: 2:40:14 - loss: 0.3743 - accuracy: 0.8574
 228/1208 [====>.........................] - ETA: 2:40:03 - loss: 0.3736 - accuracy: 0.8579
 229/1208 [====>.........................] - ETA: 2:39:51 - loss: 0.3735 - accuracy: 0.8579
 230/1208 [====>.........................] - ETA: 2:39:40 - loss: 0.3736 - accuracy: 0.8577
 231/1208 [====>.........................] - ETA: 2:39:29 - loss: 0.3730 - accuracy: 0.8580
 232/1208 [====>.........................] - ETA: 2:39:22 - loss: 0.3734 - accuracy: 0.8576
 233/1208 [====>.........................] - ETA: 2:39:09 - loss: 0.3727 - accuracy: 0.8580
 234/1208 [====>.........................] - ETA: 2:38:57 - loss: 0.3727 - accuracy: 0.8580
 235/1208 [====>.........................] - ETA: 2:38:45 - loss: 0.3725 - accuracy: 0.8581
 236/1208 [====>.........................] - ETA: 2:38:33 - loss: 0.3723 - accuracy: 0.8581
 237/1208 [====>.........................] - ETA: 2:38:21 - loss: 0.3720 - accuracy: 0.8582
 238/1208 [====>.........................] - ETA: 2:38:06 - loss: 0.3720 - accuracy: 0.8582
 239/1208 [====>.........................] - ETA: 2:37:52 - loss: 0.3718 - accuracy: 0.8584
 240/1208 [====>.........................] - ETA: 2:37:39 - loss: 0.3710 - accuracy: 0.8589
 241/1208 [====>.........................] - ETA: 2:37:26 - loss: 0.3709 - accuracy: 0.8589
 242/1208 [=====>........................] - ETA: 2:37:14 - loss: 0.3706 - accuracy: 0.8589
 243/1208 [=====>........................] - ETA: 2:37:02 - loss: 0.3704 - accuracy: 0.8591
 244/1208 [=====>........................] - ETA: 2:36:51 - loss: 0.3704 - accuracy: 0.8591
 245/1208 [=====>........................] - ETA: 2:36:41 - loss: 0.3699 - accuracy: 0.8591
 246/1208 [=====>........................] - ETA: 2:36:31 - loss: 0.3701 - accuracy: 0.8590
 247/1208 [=====>........................] - ETA: 2:36:20 - loss: 0.3702 - accuracy: 0.8590
 248/1208 [=====>........................] - ETA: 2:36:11 - loss: 0.3703 - accuracy: 0.8589
 249/1208 [=====>........................] - ETA: 2:36:01 - loss: 0.3699 - accuracy: 0.8592
 250/1208 [=====>........................] - ETA: 2:35:55 - loss: 0.3698 - accuracy: 0.8593
 251/1208 [=====>........................] - ETA: 2:35:45 - loss: 0.3697 - accuracy: 0.8593
 252/1208 [=====>........................] - ETA: 2:35:35 - loss: 0.3699 - accuracy: 0.8590
 253/1208 [=====>........................] - ETA: 2:35:27 - loss: 0.3699 - accuracy: 0.8592
 254/1208 [=====>........................] - ETA: 2:35:19 - loss: 0.3702 - accuracy: 0.8592
 255/1208 [=====>........................] - ETA: 2:35:08 - loss: 0.3713 - accuracy: 0.8586
 256/1208 [=====>........................] - ETA: 2:34:58 - loss: 0.3710 - accuracy: 0.8586
 257/1208 [=====>........................] - ETA: 2:34:52 - loss: 0.3710 - accuracy: 0.8585
 258/1208 [=====>........................] - ETA: 2:34:42 - loss: 0.3708 - accuracy: 0.8586
 259/1208 [=====>........................] - ETA: 2:34:35 - loss: 0.3711 - accuracy: 0.8585
 260/1208 [=====>........................] - ETA: 2:34:23 - loss: 0.3716 - accuracy: 0.8582
 261/1208 [=====>........................] - ETA: 2:34:17 - loss: 0.3725 - accuracy: 0.8578
 262/1208 [=====>........................] - ETA: 2:34:09 - loss: 0.3721 - accuracy: 0.8579
 263/1208 [=====>........................] - ETA: 2:34:00 - loss: 0.3719 - accuracy: 0.8580
 264/1208 [=====>........................] - ETA: 2:33:51 - loss: 0.3718 - accuracy: 0.8580
 265/1208 [=====>........................] - ETA: 2:33:45 - loss: 0.3721 - accuracy: 0.8579
 266/1208 [=====>........................] - ETA: 2:33:39 - loss: 0.3717 - accuracy: 0.8580
 267/1208 [=====>........................] - ETA: 2:33:27 - loss: 0.3719 - accuracy: 0.8580
 268/1208 [=====>........................] - ETA: 2:33:17 - loss: 0.3717 - accuracy: 0.8579
 269/1208 [=====>........................] - ETA: 2:33:08 - loss: 0.3713 - accuracy: 0.8582
 270/1208 [=====>........................] - ETA: 2:33:01 - loss: 0.3714 - accuracy: 0.8582
 271/1208 [=====>........................] - ETA: 2:32:52 - loss: 0.3711 - accuracy: 0.8583
 272/1208 [=====>........................] - ETA: 2:32:45 - loss: 0.3708 - accuracy: 0.8584
 273/1208 [=====>........................] - ETA: 2:32:36 - loss: 0.3708 - accuracy: 0.8583
 274/1208 [=====>........................] - ETA: 2:32:28 - loss: 0.3709 - accuracy: 0.8582
 275/1208 [=====>........................] - ETA: 2:32:18 - loss: 0.3713 - accuracy: 0.8580
 276/1208 [=====>........................] - ETA: 2:32:10 - loss: 0.3718 - accuracy: 0.8579
 277/1208 [=====>........................] - ETA: 2:31:58 - loss: 0.3715 - accuracy: 0.8580
 278/1208 [=====>........................] - ETA: 2:31:50 - loss: 0.3717 - accuracy: 0.8579
 279/1208 [=====>........................] - ETA: 2:31:41 - loss: 0.3713 - accuracy: 0.8581
 280/1208 [=====>........................] - ETA: 2:31:30 - loss: 0.3716 - accuracy: 0.8580
 281/1208 [=====>........................] - ETA: 2:31:21 - loss: 0.3717 - accuracy: 0.8579
 282/1208 [======>.......................] - ETA: 2:31:12 - loss: 0.3715 - accuracy: 0.8580
 283/1208 [======>.......................] - ETA: 2:31:06 - loss: 0.3711 - accuracy: 0.8582
 284/1208 [======>.......................] - ETA: 2:30:58 - loss: 0.3707 - accuracy: 0.8585
 285/1208 [======>.......................] - ETA: 2:30:50 - loss: 0.3703 - accuracy: 0.8587
 286/1208 [======>.......................] - ETA: 2:30:40 - loss: 0.3708 - accuracy: 0.8585
 287/1208 [======>.......................] - ETA: 2:30:31 - loss: 0.3706 - accuracy: 0.8587
 288/1208 [======>.......................] - ETA: 2:30:21 - loss: 0.3702 - accuracy: 0.8589
 289/1208 [======>.......................] - ETA: 2:30:13 - loss: 0.3704 - accuracy: 0.8588
 290/1208 [======>.......................] - ETA: 2:30:05 - loss: 0.3708 - accuracy: 0.8584
 291/1208 [======>.......................] - ETA: 2:29:55 - loss: 0.3709 - accuracy: 0.8582
 292/1208 [======>.......................] - ETA: 2:29:45 - loss: 0.3712 - accuracy: 0.8581
 293/1208 [======>.......................] - ETA: 2:29:36 - loss: 0.3713 - accuracy: 0.8580
 294/1208 [======>.......................] - ETA: 2:29:27 - loss: 0.3710 - accuracy: 0.8582
 295/1208 [======>.......................] - ETA: 2:29:19 - loss: 0.3712 - accuracy: 0.8581
 296/1208 [======>.......................] - ETA: 2:29:09 - loss: 0.3710 - accuracy: 0.8582
 297/1208 [======>.......................] - ETA: 2:29:00 - loss: 0.3711 - accuracy: 0.8581
 298/1208 [======>.......................] - ETA: 2:28:50 - loss: 0.3712 - accuracy: 0.8580
 299/1208 [======>.......................] - ETA: 2:28:40 - loss: 0.3710 - accuracy: 0.8580
 300/1208 [======>.......................] - ETA: 2:28:29 - loss: 0.3704 - accuracy: 0.8584
 301/1208 [======>.......................] - ETA: 2:28:18 - loss: 0.3702 - accuracy: 0.8586
 302/1208 [======>.......................] - ETA: 2:28:07 - loss: 0.3706 - accuracy: 0.8584
 303/1208 [======>.......................] - ETA: 2:27:57 - loss: 0.3703 - accuracy: 0.8584
 304/1208 [======>.......................] - ETA: 2:27:47 - loss: 0.3706 - accuracy: 0.8583
 305/1208 [======>.......................] - ETA: 2:27:37 - loss: 0.3702 - accuracy: 0.8585
 306/1208 [======>.......................] - ETA: 2:27:26 - loss: 0.3703 - accuracy: 0.8584
 307/1208 [======>.......................] - ETA: 2:27:18 - loss: 0.3701 - accuracy: 0.8583
 308/1208 [======>.......................] - ETA: 2:27:08 - loss: 0.3701 - accuracy: 0.8583
 309/1208 [======>.......................] - ETA: 2:26:58 - loss: 0.3701 - accuracy: 0.8583
 310/1208 [======>.......................] - ETA: 2:26:50 - loss: 0.3706 - accuracy: 0.8581
 311/1208 [======>.......................] - ETA: 2:26:42 - loss: 0.3705 - accuracy: 0.8581
 312/1208 [======>.......................] - ETA: 2:26:36 - loss: 0.3706 - accuracy: 0.8580
 313/1208 [======>.......................] - ETA: 2:26:27 - loss: 0.3711 - accuracy: 0.8578
 314/1208 [======>.......................] - ETA: 2:26:19 - loss: 0.3714 - accuracy: 0.8576
 315/1208 [======>.......................] - ETA: 2:26:11 - loss: 0.3717 - accuracy: 0.8575
 316/1208 [======>.......................] - ETA: 2:26:01 - loss: 0.3715 - accuracy: 0.8576
 317/1208 [======>.......................] - ETA: 2:25:52 - loss: 0.3716 - accuracy: 0.8577
 318/1208 [======>.......................] - ETA: 2:25:42 - loss: 0.3717 - accuracy: 0.8577
 319/1208 [======>.......................] - ETA: 2:25:33 - loss: 0.3718 - accuracy: 0.8577
 320/1208 [======>.......................] - ETA: 2:25:25 - loss: 0.3718 - accuracy: 0.8578
 321/1208 [======>.......................] - ETA: 2:25:19 - loss: 0.3716 - accuracy: 0.8579
 322/1208 [======>.......................] - ETA: 2:25:11 - loss: 0.3713 - accuracy: 0.8580
 323/1208 [=======>......................] - ETA: 2:25:02 - loss: 0.3710 - accuracy: 0.8581
 324/1208 [=======>......................] - ETA: 2:24:54 - loss: 0.3707 - accuracy: 0.8582
 325/1208 [=======>......................] - ETA: 2:24:44 - loss: 0.3703 - accuracy: 0.8584
 326/1208 [=======>......................] - ETA: 2:24:35 - loss: 0.3706 - accuracy: 0.8583
 327/1208 [=======>......................] - ETA: 2:24:26 - loss: 0.3701 - accuracy: 0.8584
 328/1208 [=======>......................] - ETA: 2:24:17 - loss: 0.3702 - accuracy: 0.8583
 329/1208 [=======>......................] - ETA: 2:24:06 - loss: 0.3702 - accuracy: 0.8583
 330/1208 [=======>......................] - ETA: 2:23:56 - loss: 0.3710 - accuracy: 0.8581
 331/1208 [=======>......................] - ETA: 2:23:45 - loss: 0.3716 - accuracy: 0.8579
 332/1208 [=======>......................] - ETA: 2:23:33 - loss: 0.3716 - accuracy: 0.8578
 333/1208 [=======>......................] - ETA: 2:23:23 - loss: 0.3722 - accuracy: 0.8575
 334/1208 [=======>......................] - ETA: 2:23:12 - loss: 0.3721 - accuracy: 0.8575
 335/1208 [=======>......................] - ETA: 2:23:00 - loss: 0.3722 - accuracy: 0.8573
 336/1208 [=======>......................] - ETA: 2:22:47 - loss: 0.3725 - accuracy: 0.8571
 337/1208 [=======>......................] - ETA: 2:22:32 - loss: 0.3722 - accuracy: 0.8572
 338/1208 [=======>......................] - ETA: 2:22:19 - loss: 0.3726 - accuracy: 0.8570
 339/1208 [=======>......................] - ETA: 2:22:08 - loss: 0.3726 - accuracy: 0.8570
 340/1208 [=======>......................] - ETA: 2:21:55 - loss: 0.3729 - accuracy: 0.8567
 341/1208 [=======>......................] - ETA: 2:21:44 - loss: 0.3730 - accuracy: 0.8567
 342/1208 [=======>......................] - ETA: 2:21:31 - loss: 0.3728 - accuracy: 0.8568
 343/1208 [=======>......................] - ETA: 2:21:18 - loss: 0.3731 - accuracy: 0.8567
 344/1208 [=======>......................] - ETA: 2:21:06 - loss: 0.3730 - accuracy: 0.8568
 345/1208 [=======>......................] - ETA: 2:20:53 - loss: 0.3730 - accuracy: 0.8568
 346/1208 [=======>......................] - ETA: 2:20:41 - loss: 0.3732 - accuracy: 0.8566
 347/1208 [=======>......................] - ETA: 2:20:29 - loss: 0.3731 - accuracy: 0.8567
 348/1208 [=======>......................] - ETA: 2:20:17 - loss: 0.3732 - accuracy: 0.8566
 349/1208 [=======>......................] - ETA: 2:20:05 - loss: 0.3729 - accuracy: 0.8567
 350/1208 [=======>......................] - ETA: 2:19:53 - loss: 0.3724 - accuracy: 0.8570
 351/1208 [=======>......................] - ETA: 2:19:43 - loss: 0.3731 - accuracy: 0.8569
 352/1208 [=======>......................] - ETA: 2:19:30 - loss: 0.3730 - accuracy: 0.8569
 353/1208 [=======>......................] - ETA: 2:19:17 - loss: 0.3733 - accuracy: 0.8569
 354/1208 [=======>......................] - ETA: 2:19:05 - loss: 0.3736 - accuracy: 0.8567
 355/1208 [=======>......................] - ETA: 2:18:55 - loss: 0.3735 - accuracy: 0.8568
 356/1208 [=======>......................] - ETA: 2:18:45 - loss: 0.3732 - accuracy: 0.8569
 357/1208 [=======>......................] - ETA: 2:18:34 - loss: 0.3730 - accuracy: 0.8569
 358/1208 [=======>......................] - ETA: 2:18:25 - loss: 0.3734 - accuracy: 0.8568
 359/1208 [=======>......................] - ETA: 2:18:16 - loss: 0.3731 - accuracy: 0.8567
 360/1208 [=======>......................] - ETA: 2:18:08 - loss: 0.3739 - accuracy: 0.8565
 361/1208 [=======>......................] - ETA: 2:17:59 - loss: 0.3743 - accuracy: 0.8563
 362/1208 [=======>......................] - ETA: 2:17:50 - loss: 0.3748 - accuracy: 0.8559
 363/1208 [========>.....................] - ETA: 2:17:43 - loss: 0.3750 - accuracy: 0.8559
 364/1208 [========>.....................] - ETA: 2:17:31 - loss: 0.3750 - accuracy: 0.8559
 365/1208 [========>.....................] - ETA: 2:17:22 - loss: 0.3750 - accuracy: 0.8559
 366/1208 [========>.....................] - ETA: 2:17:12 - loss: 0.3752 - accuracy: 0.8558
 367/1208 [========>.....................] - ETA: 2:17:05 - loss: 0.3749 - accuracy: 0.8560
 368/1208 [========>.....................] - ETA: 2:16:57 - loss: 0.3751 - accuracy: 0.8559
 369/1208 [========>.....................] - ETA: 2:16:48 - loss: 0.3750 - accuracy: 0.8560
 370/1208 [========>.....................] - ETA: 2:16:40 - loss: 0.3756 - accuracy: 0.8557
 371/1208 [========>.....................] - ETA: 2:16:32 - loss: 0.3755 - accuracy: 0.8558
 372/1208 [========>.....................] - ETA: 2:16:22 - loss: 0.3755 - accuracy: 0.8558
 373/1208 [========>.....................] - ETA: 2:16:12 - loss: 0.3755 - accuracy: 0.8558
 374/1208 [========>.....................] - ETA: 2:16:04 - loss: 0.3755 - accuracy: 0.8557
 375/1208 [========>.....................] - ETA: 2:15:55 - loss: 0.3757 - accuracy: 0.8557
 376/1208 [========>.....................] - ETA: 2:15:45 - loss: 0.3758 - accuracy: 0.8555
 377/1208 [========>.....................] - ETA: 2:15:35 - loss: 0.3761 - accuracy: 0.8554
 378/1208 [========>.....................] - ETA: 2:15:29 - loss: 0.3764 - accuracy: 0.8552
 379/1208 [========>.....................] - ETA: 2:15:21 - loss: 0.3762 - accuracy: 0.8552
 380/1208 [========>.....................] - ETA: 2:15:11 - loss: 0.3758 - accuracy: 0.8554
 381/1208 [========>.....................] - ETA: 2:15:02 - loss: 0.3760 - accuracy: 0.8554
 382/1208 [========>.....................] - ETA: 2:14:52 - loss: 0.3761 - accuracy: 0.8553
 383/1208 [========>.....................] - ETA: 2:14:43 - loss: 0.3756 - accuracy: 0.8555
 384/1208 [========>.....................] - ETA: 2:14:34 - loss: 0.3756 - accuracy: 0.8556
 385/1208 [========>.....................] - ETA: 2:14:25 - loss: 0.3749 - accuracy: 0.8559
 386/1208 [========>.....................] - ETA: 2:14:13 - loss: 0.3750 - accuracy: 0.8558
 387/1208 [========>.....................] - ETA: 2:14:02 - loss: 0.3749 - accuracy: 0.8558
 388/1208 [========>.....................] - ETA: 2:13:53 - loss: 0.3749 - accuracy: 0.8557
 389/1208 [========>.....................] - ETA: 2:13:43 - loss: 0.3747 - accuracy: 0.8558
 390/1208 [========>.....................] - ETA: 2:13:34 - loss: 0.3745 - accuracy: 0.8558
 391/1208 [========>.....................] - ETA: 2:13:24 - loss: 0.3743 - accuracy: 0.8559
 392/1208 [========>.....................] - ETA: 2:13:14 - loss: 0.3745 - accuracy: 0.8558
 393/1208 [========>.....................] - ETA: 2:13:05 - loss: 0.3750 - accuracy: 0.8556
 394/1208 [========>.....................] - ETA: 2:12:55 - loss: 0.3749 - accuracy: 0.8556
 395/1208 [========>.....................] - ETA: 2:12:45 - loss: 0.3752 - accuracy: 0.8555
 396/1208 [========>.....................] - ETA: 2:12:36 - loss: 0.3750 - accuracy: 0.8556
 397/1208 [========>.....................] - ETA: 2:12:26 - loss: 0.3749 - accuracy: 0.8557
 398/1208 [========>.....................] - ETA: 2:12:16 - loss: 0.3750 - accuracy: 0.8556
 399/1208 [========>.....................] - ETA: 2:12:07 - loss: 0.3752 - accuracy: 0.8555
 400/1208 [========>.....................] - ETA: 2:11:57 - loss: 0.3755 - accuracy: 0.8554
 401/1208 [========>.....................] - ETA: 2:11:47 - loss: 0.3757 - accuracy: 0.8554
 402/1208 [========>.....................] - ETA: 2:11:39 - loss: 0.3755 - accuracy: 0.8554
 403/1208 [=========>....................] - ETA: 2:11:29 - loss: 0.3755 - accuracy: 0.8554
 404/1208 [=========>....................] - ETA: 2:11:18 - loss: 0.3756 - accuracy: 0.8551
 405/1208 [=========>....................] - ETA: 2:11:07 - loss: 0.3755 - accuracy: 0.8551
 406/1208 [=========>....................] - ETA: 2:10:57 - loss: 0.3752 - accuracy: 0.8551
 407/1208 [=========>....................] - ETA: 2:10:47 - loss: 0.3753 - accuracy: 0.8552
 408/1208 [=========>....................] - ETA: 2:10:38 - loss: 0.3751 - accuracy: 0.8553
 409/1208 [=========>....................] - ETA: 2:10:29 - loss: 0.3753 - accuracy: 0.8552
 410/1208 [=========>....................] - ETA: 2:10:19 - loss: 0.3752 - accuracy: 0.8552
 411/1208 [=========>....................] - ETA: 2:10:09 - loss: 0.3753 - accuracy: 0.8552
 412/1208 [=========>....................] - ETA: 2:09:59 - loss: 0.3753 - accuracy: 0.8552
 413/1208 [=========>....................] - ETA: 2:09:51 - loss: 0.3749 - accuracy: 0.8554
 414/1208 [=========>....................] - ETA: 2:09:42 - loss: 0.3748 - accuracy: 0.8554
 415/1208 [=========>....................] - ETA: 2:09:34 - loss: 0.3749 - accuracy: 0.8554
 416/1208 [=========>....................] - ETA: 2:09:25 - loss: 0.3744 - accuracy: 0.8556
 417/1208 [=========>....................] - ETA: 2:09:16 - loss: 0.3741 - accuracy: 0.8558
 418/1208 [=========>....................] - ETA: 2:09:07 - loss: 0.3740 - accuracy: 0.8558
 419/1208 [=========>....................] - ETA: 2:08:58 - loss: 0.3742 - accuracy: 0.8558
 420/1208 [=========>....................] - ETA: 2:08:47 - loss: 0.3740 - accuracy: 0.8558
 421/1208 [=========>....................] - ETA: 2:08:39 - loss: 0.3741 - accuracy: 0.8558
 422/1208 [=========>....................] - ETA: 2:08:29 - loss: 0.3743 - accuracy: 0.8557
 423/1208 [=========>....................] - ETA: 2:08:21 - loss: 0.3746 - accuracy: 0.8555
 424/1208 [=========>....................] - ETA: 2:08:13 - loss: 0.3746 - accuracy: 0.8555
 425/1208 [=========>....................] - ETA: 2:08:04 - loss: 0.3744 - accuracy: 0.8556
 426/1208 [=========>....................] - ETA: 2:07:55 - loss: 0.3742 - accuracy: 0.8556
 427/1208 [=========>....................] - ETA: 2:07:45 - loss: 0.3744 - accuracy: 0.8556
 428/1208 [=========>....................] - ETA: 2:07:35 - loss: 0.3741 - accuracy: 0.8557
 429/1208 [=========>....................] - ETA: 2:07:24 - loss: 0.3741 - accuracy: 0.8558
 430/1208 [=========>....................] - ETA: 2:07:13 - loss: 0.3740 - accuracy: 0.8559
 431/1208 [=========>....................] - ETA: 2:07:02 - loss: 0.3741 - accuracy: 0.8558
 432/1208 [=========>....................] - ETA: 2:06:50 - loss: 0.3746 - accuracy: 0.8555
 433/1208 [=========>....................] - ETA: 2:06:38 - loss: 0.3742 - accuracy: 0.8555
 434/1208 [=========>....................] - ETA: 2:06:26 - loss: 0.3741 - accuracy: 0.8556
 435/1208 [=========>....................] - ETA: 2:06:14 - loss: 0.3744 - accuracy: 0.8555
 436/1208 [=========>....................] - ETA: 2:06:04 - loss: 0.3745 - accuracy: 0.8554
 437/1208 [=========>....................] - ETA: 2:05:52 - loss: 0.3743 - accuracy: 0.8555
 438/1208 [=========>....................] - ETA: 2:05:41 - loss: 0.3745 - accuracy: 0.8555
 439/1208 [=========>....................] - ETA: 2:05:29 - loss: 0.3746 - accuracy: 0.8555
 440/1208 [=========>....................] - ETA: 2:05:19 - loss: 0.3748 - accuracy: 0.8554
 441/1208 [=========>....................] - ETA: 2:05:08 - loss: 0.3748 - accuracy: 0.8554
 442/1208 [=========>....................] - ETA: 2:04:55 - loss: 0.3746 - accuracy: 0.8556
 443/1208 [==========>...................] - ETA: 2:04:42 - loss: 0.3748 - accuracy: 0.8555
 444/1208 [==========>...................] - ETA: 2:04:28 - loss: 0.3745 - accuracy: 0.8555
 445/1208 [==========>...................] - ETA: 2:04:16 - loss: 0.3744 - accuracy: 0.8557
 446/1208 [==========>...................] - ETA: 2:04:04 - loss: 0.3745 - accuracy: 0.8556
 447/1208 [==========>...................] - ETA: 2:03:52 - loss: 0.3745 - accuracy: 0.8556
 448/1208 [==========>...................] - ETA: 2:03:40 - loss: 0.3748 - accuracy: 0.8554
 449/1208 [==========>...................] - ETA: 2:03:27 - loss: 0.3749 - accuracy: 0.8555
 450/1208 [==========>...................] - ETA: 2:03:15 - loss: 0.3750 - accuracy: 0.8556
 451/1208 [==========>...................] - ETA: 2:03:02 - loss: 0.3750 - accuracy: 0.8557
 452/1208 [==========>...................] - ETA: 2:02:50 - loss: 0.3752 - accuracy: 0.8555
 453/1208 [==========>...................] - ETA: 2:02:38 - loss: 0.3752 - accuracy: 0.8556
 454/1208 [==========>...................] - ETA: 2:02:28 - loss: 0.3754 - accuracy: 0.8556
 455/1208 [==========>...................] - ETA: 2:02:16 - loss: 0.3755 - accuracy: 0.8557
 456/1208 [==========>...................] - ETA: 2:02:04 - loss: 0.3753 - accuracy: 0.8557
 457/1208 [==========>...................] - ETA: 2:01:52 - loss: 0.3757 - accuracy: 0.8555
 458/1208 [==========>...................] - ETA: 2:01:40 - loss: 0.3760 - accuracy: 0.8555
 459/1208 [==========>...................] - ETA: 2:01:28 - loss: 0.3760 - accuracy: 0.8555
 460/1208 [==========>...................] - ETA: 2:01:16 - loss: 0.3762 - accuracy: 0.8554
 461/1208 [==========>...................] - ETA: 2:01:03 - loss: 0.3762 - accuracy: 0.8554
 462/1208 [==========>...................] - ETA: 2:00:52 - loss: 0.3765 - accuracy: 0.8552
 463/1208 [==========>...................] - ETA: 2:00:40 - loss: 0.3764 - accuracy: 0.8552
 464/1208 [==========>...................] - ETA: 2:00:28 - loss: 0.3764 - accuracy: 0.8551
 465/1208 [==========>...................] - ETA: 2:00:16 - loss: 0.3762 - accuracy: 0.8552
 466/1208 [==========>...................] - ETA: 2:00:05 - loss: 0.3759 - accuracy: 0.8554
 467/1208 [==========>...................] - ETA: 1:59:53 - loss: 0.3760 - accuracy: 0.8553
 468/1208 [==========>...................] - ETA: 1:59:42 - loss: 0.3759 - accuracy: 0.8554
 469/1208 [==========>...................] - ETA: 1:59:30 - loss: 0.3756 - accuracy: 0.8555
 470/1208 [==========>...................] - ETA: 1:59:17 - loss: 0.3754 - accuracy: 0.8556
 471/1208 [==========>...................] - ETA: 1:59:06 - loss: 0.3756 - accuracy: 0.8556
 472/1208 [==========>...................] - ETA: 1:58:55 - loss: 0.3757 - accuracy: 0.8555
 473/1208 [==========>...................] - ETA: 1:58:46 - loss: 0.3759 - accuracy: 0.8554
 474/1208 [==========>...................] - ETA: 1:58:36 - loss: 0.3757 - accuracy: 0.8556
 475/1208 [==========>...................] - ETA: 1:58:25 - loss: 0.3757 - accuracy: 0.8556
 476/1208 [==========>...................] - ETA: 1:58:15 - loss: 0.3756 - accuracy: 0.8557
 477/1208 [==========>...................] - ETA: 1:58:05 - loss: 0.3758 - accuracy: 0.8556
 478/1208 [==========>...................] - ETA: 1:57:54 - loss: 0.3755 - accuracy: 0.8557
 479/1208 [==========>...................] - ETA: 1:57:43 - loss: 0.3755 - accuracy: 0.8556
 480/1208 [==========>...................] - ETA: 1:57:33 - loss: 0.3758 - accuracy: 0.8555
 481/1208 [==========>...................] - ETA: 1:57:22 - loss: 0.3759 - accuracy: 0.8555
 482/1208 [==========>...................] - ETA: 1:57:11 - loss: 0.3756 - accuracy: 0.8557
 483/1208 [==========>...................] - ETA: 1:57:00 - loss: 0.3755 - accuracy: 0.8558
 484/1208 [===========>..................] - ETA: 1:56:49 - loss: 0.3755 - accuracy: 0.8556
 485/1208 [===========>..................] - ETA: 1:56:38 - loss: 0.3755 - accuracy: 0.8557
 486/1208 [===========>..................] - ETA: 1:56:28 - loss: 0.3754 - accuracy: 0.8557
 487/1208 [===========>..................] - ETA: 1:56:18 - loss: 0.3753 - accuracy: 0.8558
 488/1208 [===========>..................] - ETA: 1:56:07 - loss: 0.3751 - accuracy: 0.8558
 489/1208 [===========>..................] - ETA: 1:55:56 - loss: 0.3752 - accuracy: 0.8556
 490/1208 [===========>..................] - ETA: 1:55:45 - loss: 0.3750 - accuracy: 0.8556
 491/1208 [===========>..................] - ETA: 1:55:35 - loss: 0.3751 - accuracy: 0.8556
 492/1208 [===========>..................] - ETA: 1:55:24 - loss: 0.3752 - accuracy: 0.8555
 493/1208 [===========>..................] - ETA: 1:55:14 - loss: 0.3756 - accuracy: 0.8554
 494/1208 [===========>..................] - ETA: 1:55:03 - loss: 0.3757 - accuracy: 0.8554
 495/1208 [===========>..................] - ETA: 1:54:53 - loss: 0.3755 - accuracy: 0.8553
 496/1208 [===========>..................] - ETA: 1:54:41 - loss: 0.3756 - accuracy: 0.8554
 497/1208 [===========>..................] - ETA: 1:54:31 - loss: 0.3756 - accuracy: 0.8554
 498/1208 [===========>..................] - ETA: 1:54:20 - loss: 0.3760 - accuracy: 0.8553
 499/1208 [===========>..................] - ETA: 1:54:10 - loss: 0.3759 - accuracy: 0.8554
 500/1208 [===========>..................] - ETA: 1:53:59 - loss: 0.3760 - accuracy: 0.8553
 501/1208 [===========>..................] - ETA: 1:53:49 - loss: 0.3759 - accuracy: 0.8554
 502/1208 [===========>..................] - ETA: 1:53:38 - loss: 0.3759 - accuracy: 0.8553
 503/1208 [===========>..................] - ETA: 1:53:28 - loss: 0.3757 - accuracy: 0.8554
 504/1208 [===========>..................] - ETA: 1:53:17 - loss: 0.3757 - accuracy: 0.8553
 505/1208 [===========>..................] - ETA: 1:53:07 - loss: 0.3756 - accuracy: 0.8553
 506/1208 [===========>..................] - ETA: 1:52:56 - loss: 0.3754 - accuracy: 0.8553
 507/1208 [===========>..................] - ETA: 1:52:47 - loss: 0.3755 - accuracy: 0.8554
 508/1208 [===========>..................] - ETA: 1:52:37 - loss: 0.3750 - accuracy: 0.8556
 509/1208 [===========>..................] - ETA: 1:52:26 - loss: 0.3751 - accuracy: 0.8556
 510/1208 [===========>..................] - ETA: 1:52:17 - loss: 0.3751 - accuracy: 0.8556
 511/1208 [===========>..................] - ETA: 1:52:07 - loss: 0.3754 - accuracy: 0.8556
 512/1208 [===========>..................] - ETA: 1:51:56 - loss: 0.3752 - accuracy: 0.8556
 513/1208 [===========>..................] - ETA: 1:51:45 - loss: 0.3751 - accuracy: 0.8557
 514/1208 [===========>..................] - ETA: 1:51:35 - loss: 0.3751 - accuracy: 0.8556
 515/1208 [===========>..................] - ETA: 1:51:25 - loss: 0.3753 - accuracy: 0.8555
 516/1208 [===========>..................] - ETA: 1:51:15 - loss: 0.3753 - accuracy: 0.8556
 517/1208 [===========>..................] - ETA: 1:51:05 - loss: 0.3751 - accuracy: 0.8556
 518/1208 [===========>..................] - ETA: 1:50:55 - loss: 0.3750 - accuracy: 0.8557
 519/1208 [===========>..................] - ETA: 1:50:45 - loss: 0.3750 - accuracy: 0.8557
 520/1208 [===========>..................] - ETA: 1:50:35 - loss: 0.3750 - accuracy: 0.8557
 521/1208 [===========>..................] - ETA: 1:50:25 - loss: 0.3751 - accuracy: 0.8556
 522/1208 [===========>..................] - ETA: 1:50:16 - loss: 0.3750 - accuracy: 0.8557
 523/1208 [===========>..................] - ETA: 1:50:05 - loss: 0.3747 - accuracy: 0.8558
 524/1208 [============>.................] - ETA: 1:49:55 - loss: 0.3748 - accuracy: 0.8558
 525/1208 [============>.................] - ETA: 1:49:44 - loss: 0.3746 - accuracy: 0.8559
 526/1208 [============>.................] - ETA: 1:49:34 - loss: 0.3745 - accuracy: 0.8560
 527/1208 [============>.................] - ETA: 1:49:24 - loss: 0.3744 - accuracy: 0.8561
 528/1208 [============>.................] - ETA: 1:49:14 - loss: 0.3744 - accuracy: 0.8561
 529/1208 [============>.................] - ETA: 1:49:03 - loss: 0.3745 - accuracy: 0.8561
 530/1208 [============>.................] - ETA: 1:48:54 - loss: 0.3742 - accuracy: 0.8562
 531/1208 [============>.................] - ETA: 1:48:44 - loss: 0.3742 - accuracy: 0.8563
 532/1208 [============>.................] - ETA: 1:48:33 - loss: 0.3741 - accuracy: 0.8563
 533/1208 [============>.................] - ETA: 1:48:22 - loss: 0.3739 - accuracy: 0.8564
 534/1208 [============>.................] - ETA: 1:48:12 - loss: 0.3741 - accuracy: 0.8563
 535/1208 [============>.................] - ETA: 1:48:02 - loss: 0.3737 - accuracy: 0.8564
 536/1208 [============>.................] - ETA: 1:47:51 - loss: 0.3738 - accuracy: 0.8564
 537/1208 [============>.................] - ETA: 1:47:40 - loss: 0.3737 - accuracy: 0.8565
 538/1208 [============>.................] - ETA: 1:47:30 - loss: 0.3739 - accuracy: 0.8564
 539/1208 [============>.................] - ETA: 1:47:20 - loss: 0.3737 - accuracy: 0.8565
 540/1208 [============>.................] - ETA: 1:47:10 - loss: 0.3740 - accuracy: 0.8564
 541/1208 [============>.................] - ETA: 1:47:00 - loss: 0.3741 - accuracy: 0.8563
 542/1208 [============>.................] - ETA: 1:46:50 - loss: 0.3743 - accuracy: 0.8562
 543/1208 [============>.................] - ETA: 1:46:39 - loss: 0.3742 - accuracy: 0.8563
 544/1208 [============>.................] - ETA: 1:46:29 - loss: 0.3740 - accuracy: 0.8564
 545/1208 [============>.................] - ETA: 1:46:19 - loss: 0.3741 - accuracy: 0.8563
 546/1208 [============>.................] - ETA: 1:46:08 - loss: 0.3744 - accuracy: 0.8562
 547/1208 [============>.................] - ETA: 1:45:57 - loss: 0.3744 - accuracy: 0.8561
 548/1208 [============>.................] - ETA: 1:45:47 - loss: 0.3745 - accuracy: 0.8561
 549/1208 [============>.................] - ETA: 1:45:37 - loss: 0.3741 - accuracy: 0.8563
 550/1208 [============>.................] - ETA: 1:45:26 - loss: 0.3743 - accuracy: 0.8562
 551/1208 [============>.................] - ETA: 1:45:15 - loss: 0.3743 - accuracy: 0.8562
 552/1208 [============>.................] - ETA: 1:45:05 - loss: 0.3743 - accuracy: 0.8562
 553/1208 [============>.................] - ETA: 1:44:55 - loss: 0.3742 - accuracy: 0.8562
 554/1208 [============>.................] - ETA: 1:44:45 - loss: 0.3741 - accuracy: 0.8562
 555/1208 [============>.................] - ETA: 1:44:36 - loss: 0.3741 - accuracy: 0.8562
 556/1208 [============>.................] - ETA: 1:44:25 - loss: 0.3744 - accuracy: 0.8561
 557/1208 [============>.................] - ETA: 1:44:15 - loss: 0.3744 - accuracy: 0.8561
 558/1208 [============>.................] - ETA: 1:44:04 - loss: 0.3744 - accuracy: 0.8560
 559/1208 [============>.................] - ETA: 1:43:53 - loss: 0.3744 - accuracy: 0.8561
 560/1208 [============>.................] - ETA: 1:43:40 - loss: 0.3744 - accuracy: 0.8561
 561/1208 [============>.................] - ETA: 1:43:29 - loss: 0.3741 - accuracy: 0.8562
 562/1208 [============>.................] - ETA: 1:43:18 - loss: 0.3740 - accuracy: 0.8563
 563/1208 [============>.................] - ETA: 1:43:08 - loss: 0.3739 - accuracy: 0.8563
 564/1208 [=============>................] - ETA: 1:42:57 - loss: 0.3740 - accuracy: 0.8563
 565/1208 [=============>................] - ETA: 1:42:45 - loss: 0.3742 - accuracy: 0.8562
 566/1208 [=============>................] - ETA: 1:42:35 - loss: 0.3740 - accuracy: 0.8563
 567/1208 [=============>................] - ETA: 1:42:23 - loss: 0.3738 - accuracy: 0.8563
 568/1208 [=============>................] - ETA: 1:42:13 - loss: 0.3741 - accuracy: 0.8562
 569/1208 [=============>................] - ETA: 1:42:02 - loss: 0.3739 - accuracy: 0.8562
 570/1208 [=============>................] - ETA: 1:41:51 - loss: 0.3738 - accuracy: 0.8563
 571/1208 [=============>................] - ETA: 1:41:40 - loss: 0.3735 - accuracy: 0.8564
 572/1208 [=============>................] - ETA: 1:41:30 - loss: 0.3737 - accuracy: 0.8564
 573/1208 [=============>................] - ETA: 1:41:19 - loss: 0.3737 - accuracy: 0.8564
 574/1208 [=============>................] - ETA: 1:41:08 - loss: 0.3738 - accuracy: 0.8563
 575/1208 [=============>................] - ETA: 1:40:57 - loss: 0.3737 - accuracy: 0.8564
 576/1208 [=============>................] - ETA: 1:40:46 - loss: 0.3734 - accuracy: 0.8565
 577/1208 [=============>................] - ETA: 1:40:35 - loss: 0.3733 - accuracy: 0.8565
 578/1208 [=============>................] - ETA: 1:40:24 - loss: 0.3733 - accuracy: 0.8565
 579/1208 [=============>................] - ETA: 1:40:14 - loss: 0.3732 - accuracy: 0.8566
 580/1208 [=============>................] - ETA: 1:40:03 - loss: 0.3730 - accuracy: 0.8566
 581/1208 [=============>................] - ETA: 1:39:52 - loss: 0.3731 - accuracy: 0.8566
 582/1208 [=============>................] - ETA: 1:39:41 - loss: 0.3730 - accuracy: 0.8566
 583/1208 [=============>................] - ETA: 1:39:29 - loss: 0.3729 - accuracy: 0.8567
 584/1208 [=============>................] - ETA: 1:39:18 - loss: 0.3729 - accuracy: 0.8567
 585/1208 [=============>................] - ETA: 1:39:07 - loss: 0.3728 - accuracy: 0.8567
 586/1208 [=============>................] - ETA: 1:38:57 - loss: 0.3728 - accuracy: 0.8567
 587/1208 [=============>................] - ETA: 1:38:47 - loss: 0.3729 - accuracy: 0.8567
 588/1208 [=============>................] - ETA: 1:38:37 - loss: 0.3728 - accuracy: 0.8568
 589/1208 [=============>................] - ETA: 1:38:27 - loss: 0.3729 - accuracy: 0.8568
 590/1208 [=============>................] - ETA: 1:38:17 - loss: 0.3729 - accuracy: 0.8568
 591/1208 [=============>................] - ETA: 1:38:07 - loss: 0.3727 - accuracy: 0.8568
 592/1208 [=============>................] - ETA: 1:37:57 - loss: 0.3727 - accuracy: 0.8568
 593/1208 [=============>................] - ETA: 1:37:47 - loss: 0.3730 - accuracy: 0.8567
 594/1208 [=============>................] - ETA: 1:37:37 - loss: 0.3729 - accuracy: 0.8567
 595/1208 [=============>................] - ETA: 1:37:27 - loss: 0.3728 - accuracy: 0.8568
 596/1208 [=============>................] - ETA: 1:37:17 - loss: 0.3727 - accuracy: 0.8567
 597/1208 [=============>................] - ETA: 1:37:07 - loss: 0.3725 - accuracy: 0.8569
 598/1208 [=============>................] - ETA: 1:36:57 - loss: 0.3727 - accuracy: 0.8568
 599/1208 [=============>................] - ETA: 1:36:47 - loss: 0.3726 - accuracy: 0.8568
 600/1208 [=============>................] - ETA: 1:36:37 - loss: 0.3727 - accuracy: 0.8568
 601/1208 [=============>................] - ETA: 1:36:27 - loss: 0.3725 - accuracy: 0.8568
 602/1208 [=============>................] - ETA: 1:36:17 - loss: 0.3726 - accuracy: 0.8569
 603/1208 [=============>................] - ETA: 1:36:07 - loss: 0.3724 - accuracy: 0.8569
 604/1208 [==============>...............] - ETA: 1:35:58 - loss: 0.3723 - accuracy: 0.8570
 605/1208 [==============>...............] - ETA: 1:35:48 - loss: 0.3724 - accuracy: 0.8569
 606/1208 [==============>...............] - ETA: 1:35:38 - loss: 0.3723 - accuracy: 0.8570
 607/1208 [==============>...............] - ETA: 1:35:29 - loss: 0.3724 - accuracy: 0.8569
 608/1208 [==============>...............] - ETA: 1:35:19 - loss: 0.3725 - accuracy: 0.8568
 609/1208 [==============>...............] - ETA: 1:35:09 - loss: 0.3724 - accuracy: 0.8568
 610/1208 [==============>...............] - ETA: 1:34:59 - loss: 0.3725 - accuracy: 0.8568
 611/1208 [==============>...............] - ETA: 1:34:49 - loss: 0.3725 - accuracy: 0.8567
 612/1208 [==============>...............] - ETA: 1:34:39 - loss: 0.3725 - accuracy: 0.8567
 613/1208 [==============>...............] - ETA: 1:34:29 - loss: 0.3727 - accuracy: 0.8566
 614/1208 [==============>...............] - ETA: 1:34:19 - loss: 0.3728 - accuracy: 0.8565
 615/1208 [==============>...............] - ETA: 1:34:09 - loss: 0.3728 - accuracy: 0.8565
 616/1208 [==============>...............] - ETA: 1:33:59 - loss: 0.3730 - accuracy: 0.8564
 617/1208 [==============>...............] - ETA: 1:33:49 - loss: 0.3729 - accuracy: 0.8565
 618/1208 [==============>...............] - ETA: 1:33:39 - loss: 0.3732 - accuracy: 0.8564
 619/1208 [==============>...............] - ETA: 1:33:29 - loss: 0.3733 - accuracy: 0.8564
 620/1208 [==============>...............] - ETA: 1:33:19 - loss: 0.3732 - accuracy: 0.8565
 621/1208 [==============>...............] - ETA: 1:33:09 - loss: 0.3731 - accuracy: 0.8565
 622/1208 [==============>...............] - ETA: 1:32:59 - loss: 0.3731 - accuracy: 0.8565
 623/1208 [==============>...............] - ETA: 1:32:49 - loss: 0.3729 - accuracy: 0.8565
 624/1208 [==============>...............] - ETA: 1:32:39 - loss: 0.3727 - accuracy: 0.8566
 625/1208 [==============>...............] - ETA: 1:32:29 - loss: 0.3727 - accuracy: 0.8566
 626/1208 [==============>...............] - ETA: 1:32:20 - loss: 0.3727 - accuracy: 0.8566
 627/1208 [==============>...............] - ETA: 1:32:10 - loss: 0.3726 - accuracy: 0.8567
 628/1208 [==============>...............] - ETA: 1:32:00 - loss: 0.3728 - accuracy: 0.8567
 629/1208 [==============>...............] - ETA: 1:31:50 - loss: 0.3726 - accuracy: 0.8567
 630/1208 [==============>...............] - ETA: 1:31:41 - loss: 0.3727 - accuracy: 0.8566
 631/1208 [==============>...............] - ETA: 1:31:31 - loss: 0.3726 - accuracy: 0.8567
 632/1208 [==============>...............] - ETA: 1:31:21 - loss: 0.3725 - accuracy: 0.8568
 633/1208 [==============>...............] - ETA: 1:31:12 - loss: 0.3725 - accuracy: 0.8567
 634/1208 [==============>...............] - ETA: 1:31:02 - loss: 0.3725 - accuracy: 0.8567
 635/1208 [==============>...............] - ETA: 1:30:52 - loss: 0.3725 - accuracy: 0.8567
 636/1208 [==============>...............] - ETA: 1:30:42 - loss: 0.3724 - accuracy: 0.8568
 637/1208 [==============>...............] - ETA: 1:30:33 - loss: 0.3725 - accuracy: 0.8568
 638/1208 [==============>...............] - ETA: 1:30:23 - loss: 0.3724 - accuracy: 0.8568
 639/1208 [==============>...............] - ETA: 1:30:14 - loss: 0.3723 - accuracy: 0.8568
 640/1208 [==============>...............] - ETA: 1:30:03 - loss: 0.3723 - accuracy: 0.8568
 641/1208 [==============>...............] - ETA: 1:29:53 - loss: 0.3722 - accuracy: 0.8568
 642/1208 [==============>...............] - ETA: 1:29:43 - loss: 0.3721 - accuracy: 0.8568
 643/1208 [==============>...............] - ETA: 1:29:34 - loss: 0.3720 - accuracy: 0.8568
 644/1208 [==============>...............] - ETA: 1:29:23 - loss: 0.3720 - accuracy: 0.8568
 645/1208 [===============>..............] - ETA: 1:29:13 - loss: 0.3719 - accuracy: 0.8568
 646/1208 [===============>..............] - ETA: 1:29:04 - loss: 0.3720 - accuracy: 0.8568
 647/1208 [===============>..............] - ETA: 1:28:53 - loss: 0.3721 - accuracy: 0.8567
 648/1208 [===============>..............] - ETA: 1:28:43 - loss: 0.3721 - accuracy: 0.8568
 649/1208 [===============>..............] - ETA: 1:28:33 - loss: 0.3720 - accuracy: 0.8568
 650/1208 [===============>..............] - ETA: 1:28:23 - loss: 0.3717 - accuracy: 0.8569
 651/1208 [===============>..............] - ETA: 1:28:14 - loss: 0.3714 - accuracy: 0.8570
 652/1208 [===============>..............] - ETA: 1:28:04 - loss: 0.3714 - accuracy: 0.8570
 653/1208 [===============>..............] - ETA: 1:27:54 - loss: 0.3713 - accuracy: 0.8570
 654/1208 [===============>..............] - ETA: 1:27:44 - loss: 0.3713 - accuracy: 0.8571
 655/1208 [===============>..............] - ETA: 1:27:34 - loss: 0.3711 - accuracy: 0.8572
 656/1208 [===============>..............] - ETA: 1:27:24 - loss: 0.3710 - accuracy: 0.8572
 657/1208 [===============>..............] - ETA: 1:27:15 - loss: 0.3709 - accuracy: 0.8571
 658/1208 [===============>..............] - ETA: 1:27:06 - loss: 0.3709 - accuracy: 0.8570
 659/1208 [===============>..............] - ETA: 1:26:56 - loss: 0.3708 - accuracy: 0.8571
 660/1208 [===============>..............] - ETA: 1:26:46 - loss: 0.3709 - accuracy: 0.8570
 661/1208 [===============>..............] - ETA: 1:26:37 - loss: 0.3708 - accuracy: 0.8570
 662/1208 [===============>..............] - ETA: 1:26:27 - loss: 0.3709 - accuracy: 0.8569
 663/1208 [===============>..............] - ETA: 1:26:17 - loss: 0.3709 - accuracy: 0.8569
 664/1208 [===============>..............] - ETA: 1:26:08 - loss: 0.3707 - accuracy: 0.8570
 665/1208 [===============>..............] - ETA: 1:25:57 - loss: 0.3709 - accuracy: 0.8569
 666/1208 [===============>..............] - ETA: 1:25:48 - loss: 0.3709 - accuracy: 0.8569
 667/1208 [===============>..............] - ETA: 1:25:38 - loss: 0.3710 - accuracy: 0.8569
 668/1208 [===============>..............] - ETA: 1:25:29 - loss: 0.3708 - accuracy: 0.8571
 669/1208 [===============>..............] - ETA: 1:25:19 - loss: 0.3709 - accuracy: 0.8569
 670/1208 [===============>..............] - ETA: 1:25:09 - loss: 0.3713 - accuracy: 0.8569
 671/1208 [===============>..............] - ETA: 1:24:59 - loss: 0.3716 - accuracy: 0.8568
 672/1208 [===============>..............] - ETA: 1:24:50 - loss: 0.3714 - accuracy: 0.8568
 673/1208 [===============>..............] - ETA: 1:24:39 - loss: 0.3713 - accuracy: 0.8568
 674/1208 [===============>..............] - ETA: 1:24:29 - loss: 0.3712 - accuracy: 0.8569
 675/1208 [===============>..............] - ETA: 1:24:19 - loss: 0.3709 - accuracy: 0.8570
 676/1208 [===============>..............] - ETA: 1:24:09 - loss: 0.3710 - accuracy: 0.8570
 677/1208 [===============>..............] - ETA: 1:23:58 - loss: 0.3712 - accuracy: 0.8569
 678/1208 [===============>..............] - ETA: 1:23:48 - loss: 0.3713 - accuracy: 0.8569
 679/1208 [===============>..............] - ETA: 1:23:37 - loss: 0.3711 - accuracy: 0.8571
 680/1208 [===============>..............] - ETA: 1:23:26 - loss: 0.3709 - accuracy: 0.8571
 681/1208 [===============>..............] - ETA: 1:23:16 - loss: 0.3709 - accuracy: 0.8572
 682/1208 [===============>..............] - ETA: 1:23:06 - loss: 0.3708 - accuracy: 0.8572
 683/1208 [===============>..............] - ETA: 1:22:56 - loss: 0.3708 - accuracy: 0.8572
 684/1208 [===============>..............] - ETA: 1:22:45 - loss: 0.3707 - accuracy: 0.8573
 685/1208 [================>.............] - ETA: 1:22:35 - loss: 0.3708 - accuracy: 0.8573
 686/1208 [================>.............] - ETA: 1:22:24 - loss: 0.3708 - accuracy: 0.8573
 687/1208 [================>.............] - ETA: 1:22:13 - loss: 0.3708 - accuracy: 0.8573
 688/1208 [================>.............] - ETA: 1:22:03 - loss: 0.3706 - accuracy: 0.8574
 689/1208 [================>.............] - ETA: 1:21:53 - loss: 0.3706 - accuracy: 0.8574
 690/1208 [================>.............] - ETA: 1:21:42 - loss: 0.3705 - accuracy: 0.8574
 691/1208 [================>.............] - ETA: 1:21:32 - loss: 0.3704 - accuracy: 0.8575
 692/1208 [================>.............] - ETA: 1:21:21 - loss: 0.3701 - accuracy: 0.8577
 693/1208 [================>.............] - ETA: 1:21:11 - loss: 0.3701 - accuracy: 0.8576
 694/1208 [================>.............] - ETA: 1:21:00 - loss: 0.3702 - accuracy: 0.8576
 695/1208 [================>.............] - ETA: 1:20:50 - loss: 0.3702 - accuracy: 0.8576
 696/1208 [================>.............] - ETA: 1:20:39 - loss: 0.3702 - accuracy: 0.8576
 697/1208 [================>.............] - ETA: 1:20:29 - loss: 0.3702 - accuracy: 0.8575
 698/1208 [================>.............] - ETA: 1:20:19 - loss: 0.3702 - accuracy: 0.8575
 699/1208 [================>.............] - ETA: 1:20:08 - loss: 0.3705 - accuracy: 0.8574
 700/1208 [================>.............] - ETA: 1:19:58 - loss: 0.3706 - accuracy: 0.8574
 701/1208 [================>.............] - ETA: 1:19:47 - loss: 0.3706 - accuracy: 0.8574
 702/1208 [================>.............] - ETA: 1:19:37 - loss: 0.3706 - accuracy: 0.8574
 703/1208 [================>.............] - ETA: 1:19:26 - loss: 0.3709 - accuracy: 0.8573
 704/1208 [================>.............] - ETA: 1:19:17 - loss: 0.3710 - accuracy: 0.8572
 705/1208 [================>.............] - ETA: 1:19:07 - loss: 0.3711 - accuracy: 0.8572
 706/1208 [================>.............] - ETA: 1:18:58 - loss: 0.3714 - accuracy: 0.8571
 707/1208 [================>.............] - ETA: 1:18:48 - loss: 0.3713 - accuracy: 0.8571
 708/1208 [================>.............] - ETA: 1:18:38 - loss: 0.3713 - accuracy: 0.8571
 709/1208 [================>.............] - ETA: 1:18:28 - loss: 0.3714 - accuracy: 0.8570
 710/1208 [================>.............] - ETA: 1:18:18 - loss: 0.3714 - accuracy: 0.8570
 711/1208 [================>.............] - ETA: 1:18:09 - loss: 0.3715 - accuracy: 0.8569
 712/1208 [================>.............] - ETA: 1:17:59 - loss: 0.3716 - accuracy: 0.8569
 713/1208 [================>.............] - ETA: 1:17:49 - loss: 0.3715 - accuracy: 0.8569
 714/1208 [================>.............] - ETA: 1:17:39 - loss: 0.3715 - accuracy: 0.8569
 715/1208 [================>.............] - ETA: 1:17:29 - loss: 0.3714 - accuracy: 0.8569
 716/1208 [================>.............] - ETA: 1:17:20 - loss: 0.3715 - accuracy: 0.8569
 717/1208 [================>.............] - ETA: 1:17:10 - loss: 0.3714 - accuracy: 0.8569
 718/1208 [================>.............] - ETA: 1:17:01 - loss: 0.3715 - accuracy: 0.8569
 719/1208 [================>.............] - ETA: 1:16:51 - loss: 0.3715 - accuracy: 0.8569
 720/1208 [================>.............] - ETA: 1:16:42 - loss: 0.3715 - accuracy: 0.8568
 721/1208 [================>.............] - ETA: 1:16:32 - loss: 0.3714 - accuracy: 0.8568
 722/1208 [================>.............] - ETA: 1:16:22 - loss: 0.3714 - accuracy: 0.8568
 723/1208 [================>.............] - ETA: 1:16:13 - loss: 0.3714 - accuracy: 0.8569
 724/1208 [================>.............] - ETA: 1:16:04 - loss: 0.3713 - accuracy: 0.8569
 725/1208 [=================>............] - ETA: 1:15:54 - loss: 0.3712 - accuracy: 0.8569
 726/1208 [=================>............] - ETA: 1:15:44 - loss: 0.3713 - accuracy: 0.8568
 727/1208 [=================>............] - ETA: 1:15:35 - loss: 0.3713 - accuracy: 0.8568
 728/1208 [=================>............] - ETA: 1:15:25 - loss: 0.3713 - accuracy: 0.8567
 729/1208 [=================>............] - ETA: 1:15:15 - loss: 0.3712 - accuracy: 0.8568
 730/1208 [=================>............] - ETA: 1:15:06 - loss: 0.3711 - accuracy: 0.8568
 731/1208 [=================>............] - ETA: 1:14:57 - loss: 0.3710 - accuracy: 0.8569
 732/1208 [=================>............] - ETA: 1:14:48 - loss: 0.3710 - accuracy: 0.8569
 733/1208 [=================>............] - ETA: 1:14:38 - loss: 0.3709 - accuracy: 0.8569
 734/1208 [=================>............] - ETA: 1:14:28 - loss: 0.3707 - accuracy: 0.8569
 735/1208 [=================>............] - ETA: 1:14:18 - loss: 0.3707 - accuracy: 0.8570
 736/1208 [=================>............] - ETA: 1:14:09 - loss: 0.3706 - accuracy: 0.8570
 737/1208 [=================>............] - ETA: 1:13:59 - loss: 0.3706 - accuracy: 0.8570
 738/1208 [=================>............] - ETA: 1:13:49 - loss: 0.3707 - accuracy: 0.8570
 739/1208 [=================>............] - ETA: 1:13:39 - loss: 0.3708 - accuracy: 0.8569
 740/1208 [=================>............] - ETA: 1:13:30 - loss: 0.3708 - accuracy: 0.8570
 741/1208 [=================>............] - ETA: 1:13:20 - loss: 0.3707 - accuracy: 0.8570
 742/1208 [=================>............] - ETA: 1:13:11 - loss: 0.3706 - accuracy: 0.8571
 743/1208 [=================>............] - ETA: 1:13:01 - loss: 0.3708 - accuracy: 0.8570
 744/1208 [=================>............] - ETA: 1:12:51 - loss: 0.3708 - accuracy: 0.8569
 745/1208 [=================>............] - ETA: 1:12:42 - loss: 0.3708 - accuracy: 0.8569
 746/1208 [=================>............] - ETA: 1:12:32 - loss: 0.3706 - accuracy: 0.8569
 747/1208 [=================>............] - ETA: 1:12:23 - loss: 0.3706 - accuracy: 0.8570
 748/1208 [=================>............] - ETA: 1:12:14 - loss: 0.3705 - accuracy: 0.8570
 749/1208 [=================>............] - ETA: 1:12:04 - loss: 0.3707 - accuracy: 0.8570
 750/1208 [=================>............] - ETA: 1:11:54 - loss: 0.3710 - accuracy: 0.8569
 751/1208 [=================>............] - ETA: 1:11:44 - loss: 0.3708 - accuracy: 0.8570
 752/1208 [=================>............] - ETA: 1:11:35 - loss: 0.3706 - accuracy: 0.8570
 753/1208 [=================>............] - ETA: 1:11:25 - loss: 0.3707 - accuracy: 0.8570
 754/1208 [=================>............] - ETA: 1:11:16 - loss: 0.3710 - accuracy: 0.8570
 755/1208 [=================>............] - ETA: 1:11:06 - loss: 0.3707 - accuracy: 0.8570
 756/1208 [=================>............] - ETA: 1:10:57 - loss: 0.3709 - accuracy: 0.8570
 757/1208 [=================>............] - ETA: 1:10:47 - loss: 0.3708 - accuracy: 0.8570
 758/1208 [=================>............] - ETA: 1:10:37 - loss: 0.3710 - accuracy: 0.8569
 759/1208 [=================>............] - ETA: 1:10:27 - loss: 0.3708 - accuracy: 0.8570
 760/1208 [=================>............] - ETA: 1:10:18 - loss: 0.3706 - accuracy: 0.8571
 761/1208 [=================>............] - ETA: 1:10:08 - loss: 0.3706 - accuracy: 0.8571
 762/1208 [=================>............] - ETA: 1:09:58 - loss: 0.3706 - accuracy: 0.8571
 763/1208 [=================>............] - ETA: 1:09:49 - loss: 0.3706 - accuracy: 0.8571
 764/1208 [=================>............] - ETA: 1:09:40 - loss: 0.3706 - accuracy: 0.8570
 765/1208 [=================>............] - ETA: 1:09:30 - loss: 0.3704 - accuracy: 0.8570
 766/1208 [==================>...........] - ETA: 1:09:21 - loss: 0.3705 - accuracy: 0.8570
 767/1208 [==================>...........] - ETA: 1:09:10 - loss: 0.3705 - accuracy: 0.8570
 768/1208 [==================>...........] - ETA: 1:09:01 - loss: 0.3706 - accuracy: 0.8570
 769/1208 [==================>...........] - ETA: 1:08:52 - loss: 0.3707 - accuracy: 0.8569
 770/1208 [==================>...........] - ETA: 1:08:43 - loss: 0.3707 - accuracy: 0.8570
 771/1208 [==================>...........] - ETA: 1:08:33 - loss: 0.3706 - accuracy: 0.8570
 772/1208 [==================>...........] - ETA: 1:08:24 - loss: 0.3704 - accuracy: 0.8571
 773/1208 [==================>...........] - ETA: 1:08:14 - loss: 0.3704 - accuracy: 0.8571
 774/1208 [==================>...........] - ETA: 1:08:05 - loss: 0.3703 - accuracy: 0.8571
 775/1208 [==================>...........] - ETA: 1:07:55 - loss: 0.3702 - accuracy: 0.8571
 776/1208 [==================>...........] - ETA: 1:07:46 - loss: 0.3702 - accuracy: 0.8571
 777/1208 [==================>...........] - ETA: 1:07:36 - loss: 0.3700 - accuracy: 0.8572
 778/1208 [==================>...........] - ETA: 1:07:27 - loss: 0.3701 - accuracy: 0.8571
 779/1208 [==================>...........] - ETA: 1:07:17 - loss: 0.3700 - accuracy: 0.8571
 780/1208 [==================>...........] - ETA: 1:07:08 - loss: 0.3703 - accuracy: 0.8570
 781/1208 [==================>...........] - ETA: 1:06:58 - loss: 0.3702 - accuracy: 0.8571
 782/1208 [==================>...........] - ETA: 1:06:48 - loss: 0.3702 - accuracy: 0.8571
 783/1208 [==================>...........] - ETA: 1:06:38 - loss: 0.3702 - accuracy: 0.8571
 784/1208 [==================>...........] - ETA: 1:06:28 - loss: 0.3702 - accuracy: 0.8571
 785/1208 [==================>...........] - ETA: 1:06:19 - loss: 0.3703 - accuracy: 0.8571
 786/1208 [==================>...........] - ETA: 1:06:09 - loss: 0.3703 - accuracy: 0.8571
 787/1208 [==================>...........] - ETA: 1:05:59 - loss: 0.3703 - accuracy: 0.8571
 788/1208 [==================>...........] - ETA: 1:05:49 - loss: 0.3702 - accuracy: 0.8572
 789/1208 [==================>...........] - ETA: 1:05:39 - loss: 0.3705 - accuracy: 0.8570
 790/1208 [==================>...........] - ETA: 1:05:29 - loss: 0.3707 - accuracy: 0.8569
 791/1208 [==================>...........] - ETA: 1:05:19 - loss: 0.3706 - accuracy: 0.8569
 792/1208 [==================>...........] - ETA: 1:05:09 - loss: 0.3706 - accuracy: 0.8570
 793/1208 [==================>...........] - ETA: 1:04:58 - loss: 0.3705 - accuracy: 0.8570
 794/1208 [==================>...........] - ETA: 1:04:49 - loss: 0.3705 - accuracy: 0.8570
 795/1208 [==================>...........] - ETA: 1:04:39 - loss: 0.3707 - accuracy: 0.8569
 796/1208 [==================>...........] - ETA: 1:04:29 - loss: 0.3706 - accuracy: 0.8570
 797/1208 [==================>...........] - ETA: 1:04:19 - loss: 0.3705 - accuracy: 0.8570
 798/1208 [==================>...........] - ETA: 1:04:09 - loss: 0.3705 - accuracy: 0.8570
 799/1208 [==================>...........] - ETA: 1:03:58 - loss: 0.3704 - accuracy: 0.8571
 800/1208 [==================>...........] - ETA: 1:03:48 - loss: 0.3703 - accuracy: 0.8571
 801/1208 [==================>...........] - ETA: 1:03:38 - loss: 0.3704 - accuracy: 0.8571
 802/1208 [==================>...........] - ETA: 1:03:28 - loss: 0.3705 - accuracy: 0.8570
 803/1208 [==================>...........] - ETA: 1:03:18 - loss: 0.3705 - accuracy: 0.8570
 804/1208 [==================>...........] - ETA: 1:03:08 - loss: 0.3704 - accuracy: 0.8570
 805/1208 [==================>...........] - ETA: 1:02:58 - loss: 0.3703 - accuracy: 0.8570
 806/1208 [===================>..........] - ETA: 1:02:48 - loss: 0.3704 - accuracy: 0.8570
 807/1208 [===================>..........] - ETA: 1:02:38 - loss: 0.3703 - accuracy: 0.8570
 808/1208 [===================>..........] - ETA: 1:02:28 - loss: 0.3704 - accuracy: 0.8570
 809/1208 [===================>..........] - ETA: 1:02:18 - loss: 0.3703 - accuracy: 0.8570
 810/1208 [===================>..........] - ETA: 1:02:08 - loss: 0.3702 - accuracy: 0.8570
 811/1208 [===================>..........] - ETA: 1:01:58 - loss: 0.3705 - accuracy: 0.8569
 812/1208 [===================>..........] - ETA: 1:01:48 - loss: 0.3703 - accuracy: 0.8569
 813/1208 [===================>..........] - ETA: 1:01:38 - loss: 0.3702 - accuracy: 0.8570
 814/1208 [===================>..........] - ETA: 1:01:28 - loss: 0.3702 - accuracy: 0.8570
 815/1208 [===================>..........] - ETA: 1:01:18 - loss: 0.3701 - accuracy: 0.8570
 816/1208 [===================>..........] - ETA: 1:01:08 - loss: 0.3700 - accuracy: 0.8570
 817/1208 [===================>..........] - ETA: 1:00:59 - loss: 0.3702 - accuracy: 0.8569
 818/1208 [===================>..........] - ETA: 1:00:50 - loss: 0.3702 - accuracy: 0.8569
 819/1208 [===================>..........] - ETA: 1:00:40 - loss: 0.3701 - accuracy: 0.8569
 820/1208 [===================>..........] - ETA: 1:00:31 - loss: 0.3701 - accuracy: 0.8569
 821/1208 [===================>..........] - ETA: 1:00:22 - loss: 0.3700 - accuracy: 0.8570
 822/1208 [===================>..........] - ETA: 1:00:12 - loss: 0.3701 - accuracy: 0.8569
 823/1208 [===================>..........] - ETA: 1:00:03 - loss: 0.3701 - accuracy: 0.8569
 824/1208 [===================>..........] - ETA: 59:54 - loss: 0.3702 - accuracy: 0.8569  
 825/1208 [===================>..........] - ETA: 59:45 - loss: 0.3702 - accuracy: 0.8570
 826/1208 [===================>..........] - ETA: 59:35 - loss: 0.3702 - accuracy: 0.8570
 827/1208 [===================>..........] - ETA: 59:26 - loss: 0.3701 - accuracy: 0.8570
 828/1208 [===================>..........] - ETA: 59:17 - loss: 0.3702 - accuracy: 0.8570
 829/1208 [===================>..........] - ETA: 59:07 - loss: 0.3702 - accuracy: 0.8570
 830/1208 [===================>..........] - ETA: 58:58 - loss: 0.3703 - accuracy: 0.8569
 831/1208 [===================>..........] - ETA: 58:48 - loss: 0.3703 - accuracy: 0.8569
 832/1208 [===================>..........] - ETA: 58:39 - loss: 0.3705 - accuracy: 0.8568
 833/1208 [===================>..........] - ETA: 58:30 - loss: 0.3705 - accuracy: 0.8568
 834/1208 [===================>..........] - ETA: 58:20 - loss: 0.3705 - accuracy: 0.8567
 835/1208 [===================>..........] - ETA: 58:11 - loss: 0.3705 - accuracy: 0.8566
 836/1208 [===================>..........] - ETA: 58:01 - loss: 0.3706 - accuracy: 0.8566
 837/1208 [===================>..........] - ETA: 57:52 - loss: 0.3709 - accuracy: 0.8565
 838/1208 [===================>..........] - ETA: 57:43 - loss: 0.3710 - accuracy: 0.8564
 839/1208 [===================>..........] - ETA: 57:33 - loss: 0.3709 - accuracy: 0.8565
 840/1208 [===================>..........] - ETA: 57:24 - loss: 0.3710 - accuracy: 0.8564
 841/1208 [===================>..........] - ETA: 57:14 - loss: 0.3708 - accuracy: 0.8565
 842/1208 [===================>..........] - ETA: 57:05 - loss: 0.3708 - accuracy: 0.8565
 843/1208 [===================>..........] - ETA: 56:56 - loss: 0.3710 - accuracy: 0.8565
 844/1208 [===================>..........] - ETA: 56:46 - loss: 0.3709 - accuracy: 0.8565
 845/1208 [===================>..........] - ETA: 56:37 - loss: 0.3710 - accuracy: 0.8565
 846/1208 [====================>.........] - ETA: 56:27 - loss: 0.3708 - accuracy: 0.8565
 847/1208 [====================>.........] - ETA: 56:18 - loss: 0.3710 - accuracy: 0.8564
 848/1208 [====================>.........] - ETA: 56:09 - loss: 0.3710 - accuracy: 0.8564
 849/1208 [====================>.........] - ETA: 55:59 - loss: 0.3711 - accuracy: 0.8564
 850/1208 [====================>.........] - ETA: 55:49 - loss: 0.3711 - accuracy: 0.8564
 851/1208 [====================>.........] - ETA: 55:40 - loss: 0.3709 - accuracy: 0.8565
 852/1208 [====================>.........] - ETA: 55:30 - loss: 0.3709 - accuracy: 0.8565
 853/1208 [====================>.........] - ETA: 55:21 - loss: 0.3710 - accuracy: 0.8564
 854/1208 [====================>.........] - ETA: 55:11 - loss: 0.3709 - accuracy: 0.8565
 855/1208 [====================>.........] - ETA: 55:01 - loss: 0.3709 - accuracy: 0.8565
 856/1208 [====================>.........] - ETA: 54:52 - loss: 0.3709 - accuracy: 0.8565
 857/1208 [====================>.........] - ETA: 54:42 - loss: 0.3709 - accuracy: 0.8564
 858/1208 [====================>.........] - ETA: 54:33 - loss: 0.3711 - accuracy: 0.8564
 859/1208 [====================>.........] - ETA: 54:23 - loss: 0.3710 - accuracy: 0.8565
 860/1208 [====================>.........] - ETA: 54:14 - loss: 0.3712 - accuracy: 0.8564
 861/1208 [====================>.........] - ETA: 54:04 - loss: 0.3712 - accuracy: 0.8564
 862/1208 [====================>.........] - ETA: 53:55 - loss: 0.3711 - accuracy: 0.8564
 863/1208 [====================>.........] - ETA: 53:45 - loss: 0.3713 - accuracy: 0.8564
 864/1208 [====================>.........] - ETA: 53:36 - loss: 0.3712 - accuracy: 0.8564
 865/1208 [====================>.........] - ETA: 53:26 - loss: 0.3712 - accuracy: 0.8564
 866/1208 [====================>.........] - ETA: 53:17 - loss: 0.3711 - accuracy: 0.8564
 867/1208 [====================>.........] - ETA: 53:08 - loss: 0.3712 - accuracy: 0.8563
 868/1208 [====================>.........] - ETA: 52:59 - loss: 0.3711 - accuracy: 0.8564
 869/1208 [====================>.........] - ETA: 52:49 - loss: 0.3710 - accuracy: 0.8564
 870/1208 [====================>.........] - ETA: 52:39 - loss: 0.3709 - accuracy: 0.8564
 871/1208 [====================>.........] - ETA: 52:30 - loss: 0.3709 - accuracy: 0.8564
 872/1208 [====================>.........] - ETA: 52:21 - loss: 0.3709 - accuracy: 0.8564
 873/1208 [====================>.........] - ETA: 52:12 - loss: 0.3708 - accuracy: 0.8564
 874/1208 [====================>.........] - ETA: 52:02 - loss: 0.3707 - accuracy: 0.8564
 875/1208 [====================>.........] - ETA: 51:53 - loss: 0.3709 - accuracy: 0.8564
 876/1208 [====================>.........] - ETA: 51:43 - loss: 0.3709 - accuracy: 0.8564
 877/1208 [====================>.........] - ETA: 51:34 - loss: 0.3709 - accuracy: 0.8564
 878/1208 [====================>.........] - ETA: 51:24 - loss: 0.3707 - accuracy: 0.8565
 879/1208 [====================>.........] - ETA: 51:15 - loss: 0.3706 - accuracy: 0.8566
 880/1208 [====================>.........] - ETA: 51:06 - loss: 0.3706 - accuracy: 0.8565
 881/1208 [====================>.........] - ETA: 50:57 - loss: 0.3705 - accuracy: 0.8565
 882/1208 [====================>.........] - ETA: 50:48 - loss: 0.3705 - accuracy: 0.8565
 883/1208 [====================>.........] - ETA: 50:38 - loss: 0.3705 - accuracy: 0.8565
 884/1208 [====================>.........] - ETA: 50:29 - loss: 0.3704 - accuracy: 0.8566
 885/1208 [====================>.........] - ETA: 50:20 - loss: 0.3706 - accuracy: 0.8565
 886/1208 [=====================>........] - ETA: 50:10 - loss: 0.3704 - accuracy: 0.8566
 887/1208 [=====================>........] - ETA: 50:01 - loss: 0.3704 - accuracy: 0.8566
 888/1208 [=====================>........] - ETA: 49:51 - loss: 0.3704 - accuracy: 0.8566
 889/1208 [=====================>........] - ETA: 49:42 - loss: 0.3705 - accuracy: 0.8565
 890/1208 [=====================>........] - ETA: 49:32 - loss: 0.3706 - accuracy: 0.8565
 891/1208 [=====================>........] - ETA: 49:23 - loss: 0.3707 - accuracy: 0.8565
 892/1208 [=====================>........] - ETA: 49:13 - loss: 0.3706 - accuracy: 0.8566
 893/1208 [=====================>........] - ETA: 49:04 - loss: 0.3705 - accuracy: 0.8566
 894/1208 [=====================>........] - ETA: 48:54 - loss: 0.3708 - accuracy: 0.8565
 895/1208 [=====================>........] - ETA: 48:45 - loss: 0.3710 - accuracy: 0.8564
 896/1208 [=====================>........] - ETA: 48:36 - loss: 0.3711 - accuracy: 0.8564
 897/1208 [=====================>........] - ETA: 48:26 - loss: 0.3712 - accuracy: 0.8563
 898/1208 [=====================>........] - ETA: 48:16 - loss: 0.3713 - accuracy: 0.8562
 899/1208 [=====================>........] - ETA: 48:07 - loss: 0.3711 - accuracy: 0.8563
 900/1208 [=====================>........] - ETA: 47:57 - loss: 0.3711 - accuracy: 0.8563
 901/1208 [=====================>........] - ETA: 47:48 - loss: 0.3711 - accuracy: 0.8563
 902/1208 [=====================>........] - ETA: 47:38 - loss: 0.3711 - accuracy: 0.8563
 903/1208 [=====================>........] - ETA: 47:29 - loss: 0.3711 - accuracy: 0.8563
 904/1208 [=====================>........] - ETA: 47:19 - loss: 0.3711 - accuracy: 0.8563
 905/1208 [=====================>........] - ETA: 47:09 - loss: 0.3709 - accuracy: 0.8564
 906/1208 [=====================>........] - ETA: 47:00 - loss: 0.3709 - accuracy: 0.8564
 907/1208 [=====================>........] - ETA: 46:50 - loss: 0.3710 - accuracy: 0.8564
 908/1208 [=====================>........] - ETA: 46:40 - loss: 0.3712 - accuracy: 0.8563
 909/1208 [=====================>........] - ETA: 46:30 - loss: 0.3711 - accuracy: 0.8563
 910/1208 [=====================>........] - ETA: 46:20 - loss: 0.3710 - accuracy: 0.8563
 911/1208 [=====================>........] - ETA: 46:10 - loss: 0.3708 - accuracy: 0.8565
 912/1208 [=====================>........] - ETA: 46:01 - loss: 0.3708 - accuracy: 0.8564
 913/1208 [=====================>........] - ETA: 45:51 - loss: 0.3707 - accuracy: 0.8565
 914/1208 [=====================>........] - ETA: 45:41 - loss: 0.3706 - accuracy: 0.8566
 915/1208 [=====================>........] - ETA: 45:32 - loss: 0.3706 - accuracy: 0.8566
 916/1208 [=====================>........] - ETA: 45:22 - loss: 0.3705 - accuracy: 0.8566
 917/1208 [=====================>........] - ETA: 45:12 - loss: 0.3705 - accuracy: 0.8566
 918/1208 [=====================>........] - ETA: 45:03 - loss: 0.3704 - accuracy: 0.8567
 919/1208 [=====================>........] - ETA: 44:53 - loss: 0.3702 - accuracy: 0.8567
 920/1208 [=====================>........] - ETA: 44:44 - loss: 0.3701 - accuracy: 0.8568
 921/1208 [=====================>........] - ETA: 44:34 - loss: 0.3703 - accuracy: 0.8567
 922/1208 [=====================>........] - ETA: 44:24 - loss: 0.3702 - accuracy: 0.8567
 923/1208 [=====================>........] - ETA: 44:15 - loss: 0.3703 - accuracy: 0.8567
 924/1208 [=====================>........] - ETA: 44:06 - loss: 0.3703 - accuracy: 0.8567
 925/1208 [=====================>........] - ETA: 43:56 - loss: 0.3705 - accuracy: 0.8567
 926/1208 [=====================>........] - ETA: 43:46 - loss: 0.3704 - accuracy: 0.8567
 927/1208 [======================>.......] - ETA: 43:37 - loss: 0.3704 - accuracy: 0.8567
 928/1208 [======================>.......] - ETA: 43:27 - loss: 0.3705 - accuracy: 0.8567
 929/1208 [======================>.......] - ETA: 43:18 - loss: 0.3705 - accuracy: 0.8567
 930/1208 [======================>.......] - ETA: 43:08 - loss: 0.3705 - accuracy: 0.8568
 931/1208 [======================>.......] - ETA: 42:59 - loss: 0.3704 - accuracy: 0.8568
 932/1208 [======================>.......] - ETA: 42:49 - loss: 0.3705 - accuracy: 0.8568
 933/1208 [======================>.......] - ETA: 42:39 - loss: 0.3703 - accuracy: 0.8568
 934/1208 [======================>.......] - ETA: 42:30 - loss: 0.3703 - accuracy: 0.8568
 935/1208 [======================>.......] - ETA: 42:21 - loss: 0.3704 - accuracy: 0.8569
 936/1208 [======================>.......] - ETA: 42:11 - loss: 0.3703 - accuracy: 0.8569
 937/1208 [======================>.......] - ETA: 42:02 - loss: 0.3702 - accuracy: 0.8569
 938/1208 [======================>.......] - ETA: 41:53 - loss: 0.3702 - accuracy: 0.8569
 939/1208 [======================>.......] - ETA: 41:43 - loss: 0.3703 - accuracy: 0.8569
 940/1208 [======================>.......] - ETA: 41:34 - loss: 0.3702 - accuracy: 0.8569
 941/1208 [======================>.......] - ETA: 41:24 - loss: 0.3702 - accuracy: 0.8569
 942/1208 [======================>.......] - ETA: 41:15 - loss: 0.3703 - accuracy: 0.8568
 943/1208 [======================>.......] - ETA: 41:06 - loss: 0.3702 - accuracy: 0.8569
 944/1208 [======================>.......] - ETA: 40:56 - loss: 0.3703 - accuracy: 0.8568
 945/1208 [======================>.......] - ETA: 40:47 - loss: 0.3702 - accuracy: 0.8568
 946/1208 [======================>.......] - ETA: 40:37 - loss: 0.3704 - accuracy: 0.8567
 947/1208 [======================>.......] - ETA: 40:28 - loss: 0.3704 - accuracy: 0.8567
 948/1208 [======================>.......] - ETA: 40:19 - loss: 0.3703 - accuracy: 0.8567
 949/1208 [======================>.......] - ETA: 40:09 - loss: 0.3702 - accuracy: 0.8568
 950/1208 [======================>.......] - ETA: 39:59 - loss: 0.3703 - accuracy: 0.8567
 951/1208 [======================>.......] - ETA: 39:50 - loss: 0.3701 - accuracy: 0.8568
 952/1208 [======================>.......] - ETA: 39:41 - loss: 0.3701 - accuracy: 0.8567
 953/1208 [======================>.......] - ETA: 39:31 - loss: 0.3700 - accuracy: 0.8568
 954/1208 [======================>.......] - ETA: 39:22 - loss: 0.3700 - accuracy: 0.8568
 955/1208 [======================>.......] - ETA: 39:13 - loss: 0.3701 - accuracy: 0.8568
 956/1208 [======================>.......] - ETA: 39:03 - loss: 0.3701 - accuracy: 0.8568
 957/1208 [======================>.......] - ETA: 38:54 - loss: 0.3701 - accuracy: 0.8568
 958/1208 [======================>.......] - ETA: 38:44 - loss: 0.3700 - accuracy: 0.8568
 959/1208 [======================>.......] - ETA: 38:35 - loss: 0.3700 - accuracy: 0.8568
 960/1208 [======================>.......] - ETA: 38:26 - loss: 0.3699 - accuracy: 0.8569
 961/1208 [======================>.......] - ETA: 38:16 - loss: 0.3700 - accuracy: 0.8569
 962/1208 [======================>.......] - ETA: 38:07 - loss: 0.3700 - accuracy: 0.8569
 963/1208 [======================>.......] - ETA: 37:57 - loss: 0.3701 - accuracy: 0.8569
 964/1208 [======================>.......] - ETA: 37:48 - loss: 0.3700 - accuracy: 0.8570
 965/1208 [======================>.......] - ETA: 37:38 - loss: 0.3700 - accuracy: 0.8569
 966/1208 [======================>.......] - ETA: 37:29 - loss: 0.3700 - accuracy: 0.8569
 967/1208 [=======================>......] - ETA: 37:20 - loss: 0.3700 - accuracy: 0.8570
 968/1208 [=======================>......] - ETA: 37:11 - loss: 0.3701 - accuracy: 0.8570
 969/1208 [=======================>......] - ETA: 37:02 - loss: 0.3700 - accuracy: 0.8570
 970/1208 [=======================>......] - ETA: 36:52 - loss: 0.3701 - accuracy: 0.8570
 971/1208 [=======================>......] - ETA: 36:43 - loss: 0.3701 - accuracy: 0.8570
 972/1208 [=======================>......] - ETA: 36:34 - loss: 0.3699 - accuracy: 0.8570
 973/1208 [=======================>......] - ETA: 36:24 - loss: 0.3700 - accuracy: 0.8570
 974/1208 [=======================>......] - ETA: 36:15 - loss: 0.3700 - accuracy: 0.8570
 975/1208 [=======================>......] - ETA: 36:06 - loss: 0.3698 - accuracy: 0.8571
 976/1208 [=======================>......] - ETA: 35:56 - loss: 0.3697 - accuracy: 0.8572
 977/1208 [=======================>......] - ETA: 35:47 - loss: 0.3697 - accuracy: 0.8572
 978/1208 [=======================>......] - ETA: 35:38 - loss: 0.3697 - accuracy: 0.8572
 979/1208 [=======================>......] - ETA: 35:28 - loss: 0.3696 - accuracy: 0.8572
 980/1208 [=======================>......] - ETA: 35:19 - loss: 0.3694 - accuracy: 0.8573
 981/1208 [=======================>......] - ETA: 35:10 - loss: 0.3696 - accuracy: 0.8573
 982/1208 [=======================>......] - ETA: 35:00 - loss: 0.3694 - accuracy: 0.8574
 983/1208 [=======================>......] - ETA: 34:51 - loss: 0.3692 - accuracy: 0.8574
 984/1208 [=======================>......] - ETA: 34:42 - loss: 0.3691 - accuracy: 0.8575
 985/1208 [=======================>......] - ETA: 34:33 - loss: 0.3693 - accuracy: 0.8574
 986/1208 [=======================>......] - ETA: 34:23 - loss: 0.3693 - accuracy: 0.8574
 987/1208 [=======================>......] - ETA: 34:14 - loss: 0.3694 - accuracy: 0.8574
 988/1208 [=======================>......] - ETA: 34:05 - loss: 0.3694 - accuracy: 0.8574
 989/1208 [=======================>......] - ETA: 33:55 - loss: 0.3694 - accuracy: 0.8573
 990/1208 [=======================>......] - ETA: 33:46 - loss: 0.3693 - accuracy: 0.8573
 991/1208 [=======================>......] - ETA: 33:37 - loss: 0.3694 - accuracy: 0.8573
 992/1208 [=======================>......] - ETA: 33:27 - loss: 0.3695 - accuracy: 0.8572
 993/1208 [=======================>......] - ETA: 33:18 - loss: 0.3694 - accuracy: 0.8573
 994/1208 [=======================>......] - ETA: 33:08 - loss: 0.3696 - accuracy: 0.8572
 995/1208 [=======================>......] - ETA: 32:59 - loss: 0.3696 - accuracy: 0.8572
 996/1208 [=======================>......] - ETA: 32:50 - loss: 0.3696 - accuracy: 0.8571
 997/1208 [=======================>......] - ETA: 32:40 - loss: 0.3697 - accuracy: 0.8571
 998/1208 [=======================>......] - ETA: 32:31 - loss: 0.3698 - accuracy: 0.8571
 999/1208 [=======================>......] - ETA: 32:21 - loss: 0.3700 - accuracy: 0.8570
1000/1208 [=======================>......] - ETA: 32:12 - loss: 0.3699 - accuracy: 0.8570
1001/1208 [=======================>......] - ETA: 32:03 - loss: 0.3700 - accuracy: 0.8570
1002/1208 [=======================>......] - ETA: 31:53 - loss: 0.3701 - accuracy: 0.8569
1003/1208 [=======================>......] - ETA: 31:44 - loss: 0.3702 - accuracy: 0.8568
1004/1208 [=======================>......] - ETA: 31:34 - loss: 0.3702 - accuracy: 0.8568
1005/1208 [=======================>......] - ETA: 31:25 - loss: 0.3703 - accuracy: 0.8568
1006/1208 [=======================>......] - ETA: 31:15 - loss: 0.3703 - accuracy: 0.8568
1007/1208 [========================>.....] - ETA: 31:06 - loss: 0.3702 - accuracy: 0.8568
1008/1208 [========================>.....] - ETA: 30:57 - loss: 0.3703 - accuracy: 0.8568
1009/1208 [========================>.....] - ETA: 30:48 - loss: 0.3703 - accuracy: 0.8568
1010/1208 [========================>.....] - ETA: 30:38 - loss: 0.3703 - accuracy: 0.8568
1011/1208 [========================>.....] - ETA: 30:29 - loss: 0.3703 - accuracy: 0.8568
1012/1208 [========================>.....] - ETA: 30:19 - loss: 0.3703 - accuracy: 0.8568
1013/1208 [========================>.....] - ETA: 30:10 - loss: 0.3702 - accuracy: 0.8568
1014/1208 [========================>.....] - ETA: 30:01 - loss: 0.3701 - accuracy: 0.8568
1015/1208 [========================>.....] - ETA: 29:52 - loss: 0.3702 - accuracy: 0.8568
1016/1208 [========================>.....] - ETA: 29:42 - loss: 0.3701 - accuracy: 0.8569
1017/1208 [========================>.....] - ETA: 29:33 - loss: 0.3701 - accuracy: 0.8568
1018/1208 [========================>.....] - ETA: 29:24 - loss: 0.3700 - accuracy: 0.8569
1019/1208 [========================>.....] - ETA: 29:14 - loss: 0.3701 - accuracy: 0.8568
1020/1208 [========================>.....] - ETA: 29:05 - loss: 0.3701 - accuracy: 0.8568
1021/1208 [========================>.....] - ETA: 28:56 - loss: 0.3700 - accuracy: 0.8568
1022/1208 [========================>.....] - ETA: 28:46 - loss: 0.3700 - accuracy: 0.8568
1023/1208 [========================>.....] - ETA: 28:37 - loss: 0.3702 - accuracy: 0.8567
1024/1208 [========================>.....] - ETA: 28:27 - loss: 0.3703 - accuracy: 0.8566
1025/1208 [========================>.....] - ETA: 28:18 - loss: 0.3702 - accuracy: 0.8566
1026/1208 [========================>.....] - ETA: 28:09 - loss: 0.3702 - accuracy: 0.8566
1027/1208 [========================>.....] - ETA: 27:59 - loss: 0.3701 - accuracy: 0.8566
1028/1208 [========================>.....] - ETA: 27:50 - loss: 0.3700 - accuracy: 0.8566
1029/1208 [========================>.....] - ETA: 27:40 - loss: 0.3700 - accuracy: 0.8566
1030/1208 [========================>.....] - ETA: 27:31 - loss: 0.3699 - accuracy: 0.8567
1031/1208 [========================>.....] - ETA: 27:22 - loss: 0.3699 - accuracy: 0.8567
1032/1208 [========================>.....] - ETA: 27:12 - loss: 0.3699 - accuracy: 0.8568
1033/1208 [========================>.....] - ETA: 27:03 - loss: 0.3697 - accuracy: 0.8568
1034/1208 [========================>.....] - ETA: 26:53 - loss: 0.3697 - accuracy: 0.8569
1035/1208 [========================>.....] - ETA: 26:44 - loss: 0.3696 - accuracy: 0.8569
1036/1208 [========================>.....] - ETA: 26:35 - loss: 0.3697 - accuracy: 0.8569
1037/1208 [========================>.....] - ETA: 26:25 - loss: 0.3695 - accuracy: 0.8569
1038/1208 [========================>.....] - ETA: 26:16 - loss: 0.3695 - accuracy: 0.8569
1039/1208 [========================>.....] - ETA: 26:06 - loss: 0.3696 - accuracy: 0.8569
1040/1208 [========================>.....] - ETA: 25:57 - loss: 0.3695 - accuracy: 0.8569
1041/1208 [========================>.....] - ETA: 25:48 - loss: 0.3694 - accuracy: 0.8569
1042/1208 [========================>.....] - ETA: 25:38 - loss: 0.3694 - accuracy: 0.8570
1043/1208 [========================>.....] - ETA: 25:29 - loss: 0.3695 - accuracy: 0.8570
1044/1208 [========================>.....] - ETA: 25:19 - loss: 0.3694 - accuracy: 0.8570
1045/1208 [========================>.....] - ETA: 25:10 - loss: 0.3695 - accuracy: 0.8569
1046/1208 [========================>.....] - ETA: 25:00 - loss: 0.3695 - accuracy: 0.8569
1047/1208 [=========================>....] - ETA: 24:51 - loss: 0.3695 - accuracy: 0.8569
1048/1208 [=========================>....] - ETA: 24:41 - loss: 0.3693 - accuracy: 0.8570
1049/1208 [=========================>....] - ETA: 24:32 - loss: 0.3693 - accuracy: 0.8570
1050/1208 [=========================>....] - ETA: 24:23 - loss: 0.3694 - accuracy: 0.8570
1051/1208 [=========================>....] - ETA: 24:13 - loss: 0.3697 - accuracy: 0.8569
1052/1208 [=========================>....] - ETA: 24:04 - loss: 0.3697 - accuracy: 0.8569
1053/1208 [=========================>....] - ETA: 23:55 - loss: 0.3697 - accuracy: 0.8569
1054/1208 [=========================>....] - ETA: 23:45 - loss: 0.3697 - accuracy: 0.8569
1055/1208 [=========================>....] - ETA: 23:36 - loss: 0.3697 - accuracy: 0.8569
1056/1208 [=========================>....] - ETA: 23:27 - loss: 0.3696 - accuracy: 0.8569
1057/1208 [=========================>....] - ETA: 23:17 - loss: 0.3695 - accuracy: 0.8570
1058/1208 [=========================>....] - ETA: 23:08 - loss: 0.3696 - accuracy: 0.8569
1059/1208 [=========================>....] - ETA: 22:59 - loss: 0.3696 - accuracy: 0.8569
1060/1208 [=========================>....] - ETA: 22:49 - loss: 0.3696 - accuracy: 0.8569
1061/1208 [=========================>....] - ETA: 22:40 - loss: 0.3696 - accuracy: 0.8569
1062/1208 [=========================>....] - ETA: 22:31 - loss: 0.3694 - accuracy: 0.8570
1063/1208 [=========================>....] - ETA: 22:22 - loss: 0.3695 - accuracy: 0.8570
1064/1208 [=========================>....] - ETA: 22:12 - loss: 0.3694 - accuracy: 0.8571
1065/1208 [=========================>....] - ETA: 22:03 - loss: 0.3694 - accuracy: 0.8571
1066/1208 [=========================>....] - ETA: 21:54 - loss: 0.3693 - accuracy: 0.8571
1067/1208 [=========================>....] - ETA: 21:45 - loss: 0.3692 - accuracy: 0.8572
1068/1208 [=========================>....] - ETA: 21:35 - loss: 0.3692 - accuracy: 0.8572
1069/1208 [=========================>....] - ETA: 21:26 - loss: 0.3691 - accuracy: 0.8573
1070/1208 [=========================>....] - ETA: 21:17 - loss: 0.3690 - accuracy: 0.8573
1071/1208 [=========================>....] - ETA: 21:08 - loss: 0.3690 - accuracy: 0.8574
1072/1208 [=========================>....] - ETA: 20:58 - loss: 0.3690 - accuracy: 0.8573
1073/1208 [=========================>....] - ETA: 20:49 - loss: 0.3690 - accuracy: 0.8574
1074/1208 [=========================>....] - ETA: 20:40 - loss: 0.3690 - accuracy: 0.8573
1075/1208 [=========================>....] - ETA: 20:31 - loss: 0.3689 - accuracy: 0.8574
1076/1208 [=========================>....] - ETA: 20:21 - loss: 0.3690 - accuracy: 0.8574
1077/1208 [=========================>....] - ETA: 20:12 - loss: 0.3690 - accuracy: 0.8573
1078/1208 [=========================>....] - ETA: 20:03 - loss: 0.3691 - accuracy: 0.8573
1079/1208 [=========================>....] - ETA: 19:54 - loss: 0.3690 - accuracy: 0.8573
1080/1208 [=========================>....] - ETA: 19:45 - loss: 0.3689 - accuracy: 0.8573
1081/1208 [=========================>....] - ETA: 19:35 - loss: 0.3689 - accuracy: 0.8574
1082/1208 [=========================>....] - ETA: 19:26 - loss: 0.3688 - accuracy: 0.8574
1083/1208 [=========================>....] - ETA: 19:17 - loss: 0.3689 - accuracy: 0.8573
1084/1208 [=========================>....] - ETA: 19:07 - loss: 0.3688 - accuracy: 0.8574
1085/1208 [=========================>....] - ETA: 18:58 - loss: 0.3686 - accuracy: 0.8574
1086/1208 [=========================>....] - ETA: 18:49 - loss: 0.3686 - accuracy: 0.8574
1087/1208 [=========================>....] - ETA: 18:39 - loss: 0.3687 - accuracy: 0.8574
1088/1208 [==========================>...] - ETA: 18:30 - loss: 0.3687 - accuracy: 0.8574
1089/1208 [==========================>...] - ETA: 18:21 - loss: 0.3687 - accuracy: 0.8574
1090/1208 [==========================>...] - ETA: 18:12 - loss: 0.3685 - accuracy: 0.8575
1091/1208 [==========================>...] - ETA: 18:02 - loss: 0.3687 - accuracy: 0.8574
1092/1208 [==========================>...] - ETA: 17:53 - loss: 0.3686 - accuracy: 0.8574
1093/1208 [==========================>...] - ETA: 17:44 - loss: 0.3686 - accuracy: 0.8574
1094/1208 [==========================>...] - ETA: 17:35 - loss: 0.3688 - accuracy: 0.8573
1095/1208 [==========================>...] - ETA: 17:25 - loss: 0.3688 - accuracy: 0.8573
1096/1208 [==========================>...] - ETA: 17:16 - loss: 0.3686 - accuracy: 0.8574
1097/1208 [==========================>...] - ETA: 17:07 - loss: 0.3688 - accuracy: 0.8573
1098/1208 [==========================>...] - ETA: 16:57 - loss: 0.3688 - accuracy: 0.8573
1099/1208 [==========================>...] - ETA: 16:48 - loss: 0.3688 - accuracy: 0.8573
1100/1208 [==========================>...] - ETA: 16:39 - loss: 0.3689 - accuracy: 0.8572
1101/1208 [==========================>...] - ETA: 16:30 - loss: 0.3689 - accuracy: 0.8572
1102/1208 [==========================>...] - ETA: 16:20 - loss: 0.3690 - accuracy: 0.8572
1103/1208 [==========================>...] - ETA: 16:11 - loss: 0.3692 - accuracy: 0.8571
1104/1208 [==========================>...] - ETA: 16:02 - loss: 0.3691 - accuracy: 0.8571
1105/1208 [==========================>...] - ETA: 15:52 - loss: 0.3691 - accuracy: 0.8571
1106/1208 [==========================>...] - ETA: 15:43 - loss: 0.3691 - accuracy: 0.8571
1107/1208 [==========================>...] - ETA: 15:34 - loss: 0.3691 - accuracy: 0.8571
1108/1208 [==========================>...] - ETA: 15:25 - loss: 0.3692 - accuracy: 0.8571
1109/1208 [==========================>...] - ETA: 15:15 - loss: 0.3692 - accuracy: 0.8571
1110/1208 [==========================>...] - ETA: 15:06 - loss: 0.3692 - accuracy: 0.8571
1111/1208 [==========================>...] - ETA: 14:57 - loss: 0.3692 - accuracy: 0.8571
1112/1208 [==========================>...] - ETA: 14:48 - loss: 0.3693 - accuracy: 0.8571
1113/1208 [==========================>...] - ETA: 14:38 - loss: 0.3692 - accuracy: 0.8571
1114/1208 [==========================>...] - ETA: 14:29 - loss: 0.3692 - accuracy: 0.8571
1115/1208 [==========================>...] - ETA: 14:20 - loss: 0.3692 - accuracy: 0.8571
1116/1208 [==========================>...] - ETA: 14:11 - loss: 0.3692 - accuracy: 0.8571
1117/1208 [==========================>...] - ETA: 14:01 - loss: 0.3692 - accuracy: 0.8571
1118/1208 [==========================>...] - ETA: 13:52 - loss: 0.3691 - accuracy: 0.8572
1119/1208 [==========================>...] - ETA: 13:43 - loss: 0.3691 - accuracy: 0.8572
1120/1208 [==========================>...] - ETA: 13:34 - loss: 0.3690 - accuracy: 0.8572
1121/1208 [==========================>...] - ETA: 13:24 - loss: 0.3691 - accuracy: 0.8572
1122/1208 [==========================>...] - ETA: 13:15 - loss: 0.3690 - accuracy: 0.8573
1123/1208 [==========================>...] - ETA: 13:06 - loss: 0.3689 - accuracy: 0.8573
1124/1208 [==========================>...] - ETA: 12:56 - loss: 0.3688 - accuracy: 0.8574
1125/1208 [==========================>...] - ETA: 12:47 - loss: 0.3688 - accuracy: 0.8574
1126/1208 [==========================>...] - ETA: 12:38 - loss: 0.3688 - accuracy: 0.8573
1127/1208 [==========================>...] - ETA: 12:29 - loss: 0.3688 - accuracy: 0.8573
1128/1208 [===========================>..] - ETA: 12:19 - loss: 0.3688 - accuracy: 0.8573
1129/1208 [===========================>..] - ETA: 12:10 - loss: 0.3687 - accuracy: 0.8574
1130/1208 [===========================>..] - ETA: 12:01 - loss: 0.3686 - accuracy: 0.8574
1131/1208 [===========================>..] - ETA: 11:51 - loss: 0.3687 - accuracy: 0.8573
1132/1208 [===========================>..] - ETA: 11:42 - loss: 0.3687 - accuracy: 0.8573
1133/1208 [===========================>..] - ETA: 11:33 - loss: 0.3687 - accuracy: 0.8573
1134/1208 [===========================>..] - ETA: 11:23 - loss: 0.3688 - accuracy: 0.8572
1135/1208 [===========================>..] - ETA: 11:14 - loss: 0.3688 - accuracy: 0.8573
1136/1208 [===========================>..] - ETA: 11:05 - loss: 0.3687 - accuracy: 0.8573
1137/1208 [===========================>..] - ETA: 10:56 - loss: 0.3687 - accuracy: 0.8573
1138/1208 [===========================>..] - ETA: 10:46 - loss: 0.3687 - accuracy: 0.8573
1139/1208 [===========================>..] - ETA: 10:37 - loss: 0.3687 - accuracy: 0.8573
1140/1208 [===========================>..] - ETA: 10:28 - loss: 0.3688 - accuracy: 0.8573
1141/1208 [===========================>..] - ETA: 10:18 - loss: 0.3687 - accuracy: 0.8574
1142/1208 [===========================>..] - ETA: 10:09 - loss: 0.3687 - accuracy: 0.8574
1143/1208 [===========================>..] - ETA: 10:00 - loss: 0.3687 - accuracy: 0.8574
1144/1208 [===========================>..] - ETA: 9:51 - loss: 0.3687 - accuracy: 0.8574 
1145/1208 [===========================>..] - ETA: 9:41 - loss: 0.3688 - accuracy: 0.8573
1146/1208 [===========================>..] - ETA: 9:32 - loss: 0.3688 - accuracy: 0.8572
1147/1208 [===========================>..] - ETA: 9:23 - loss: 0.3688 - accuracy: 0.8573
1148/1208 [===========================>..] - ETA: 9:13 - loss: 0.3689 - accuracy: 0.8572
1149/1208 [===========================>..] - ETA: 9:04 - loss: 0.3690 - accuracy: 0.8572
1150/1208 [===========================>..] - ETA: 8:55 - loss: 0.3689 - accuracy: 0.8572
1151/1208 [===========================>..] - ETA: 8:46 - loss: 0.3688 - accuracy: 0.8573
1152/1208 [===========================>..] - ETA: 8:36 - loss: 0.3688 - accuracy: 0.8573
1153/1208 [===========================>..] - ETA: 8:27 - loss: 0.3686 - accuracy: 0.8574
1154/1208 [===========================>..] - ETA: 8:18 - loss: 0.3686 - accuracy: 0.8573
1155/1208 [===========================>..] - ETA: 8:08 - loss: 0.3686 - accuracy: 0.8573
1156/1208 [===========================>..] - ETA: 7:59 - loss: 0.3687 - accuracy: 0.8573
1157/1208 [===========================>..] - ETA: 7:50 - loss: 0.3686 - accuracy: 0.8573
1158/1208 [===========================>..] - ETA: 7:41 - loss: 0.3687 - accuracy: 0.8573
1159/1208 [===========================>..] - ETA: 7:31 - loss: 0.3689 - accuracy: 0.8572
1160/1208 [===========================>..] - ETA: 7:22 - loss: 0.3688 - accuracy: 0.8572
1161/1208 [===========================>..] - ETA: 7:13 - loss: 0.3688 - accuracy: 0.8573
1162/1208 [===========================>..] - ETA: 7:04 - loss: 0.3688 - accuracy: 0.8572
1163/1208 [===========================>..] - ETA: 6:54 - loss: 0.3689 - accuracy: 0.8572
1164/1208 [===========================>..] - ETA: 6:45 - loss: 0.3688 - accuracy: 0.8572
1165/1208 [===========================>..] - ETA: 6:36 - loss: 0.3688 - accuracy: 0.8572
1166/1208 [===========================>..] - ETA: 6:27 - loss: 0.3688 - accuracy: 0.8572
1167/1208 [===========================>..] - ETA: 6:18 - loss: 0.3688 - accuracy: 0.8572
1168/1208 [============================>.] - ETA: 6:08 - loss: 0.3688 - accuracy: 0.8572
1169/1208 [============================>.] - ETA: 5:59 - loss: 0.3687 - accuracy: 0.8572
1170/1208 [============================>.] - ETA: 5:50 - loss: 0.3687 - accuracy: 0.8573
1171/1208 [============================>.] - ETA: 5:41 - loss: 0.3687 - accuracy: 0.8572
1172/1208 [============================>.] - ETA: 5:31 - loss: 0.3687 - accuracy: 0.8573
1173/1208 [============================>.] - ETA: 5:22 - loss: 0.3687 - accuracy: 0.8573
1174/1208 [============================>.] - ETA: 5:13 - loss: 0.3687 - accuracy: 0.8572
1175/1208 [============================>.] - ETA: 5:04 - loss: 0.3687 - accuracy: 0.8572
1176/1208 [============================>.] - ETA: 4:55 - loss: 0.3687 - accuracy: 0.8572
1177/1208 [============================>.] - ETA: 4:45 - loss: 0.3687 - accuracy: 0.8572
1178/1208 [============================>.] - ETA: 4:36 - loss: 0.3686 - accuracy: 0.8573
1179/1208 [============================>.] - ETA: 4:27 - loss: 0.3685 - accuracy: 0.8573
1180/1208 [============================>.] - ETA: 4:18 - loss: 0.3685 - accuracy: 0.8573
1181/1208 [============================>.] - ETA: 4:08 - loss: 0.3685 - accuracy: 0.8572
1182/1208 [============================>.] - ETA: 3:59 - loss: 0.3685 - accuracy: 0.8573
1183/1208 [============================>.] - ETA: 3:50 - loss: 0.3685 - accuracy: 0.8573
1184/1208 [============================>.] - ETA: 3:41 - loss: 0.3683 - accuracy: 0.8573
1185/1208 [============================>.] - ETA: 3:32 - loss: 0.3683 - accuracy: 0.8574
1186/1208 [============================>.] - ETA: 3:22 - loss: 0.3682 - accuracy: 0.8574
1187/1208 [============================>.] - ETA: 3:13 - loss: 0.3682 - accuracy: 0.8573
1188/1208 [============================>.] - ETA: 3:04 - loss: 0.3682 - accuracy: 0.8573
1189/1208 [============================>.] - ETA: 2:55 - loss: 0.3682 - accuracy: 0.8574
1190/1208 [============================>.] - ETA: 2:45 - loss: 0.3682 - accuracy: 0.8574
1191/1208 [============================>.] - ETA: 2:36 - loss: 0.3682 - accuracy: 0.8574
1192/1208 [============================>.] - ETA: 2:27 - loss: 0.3682 - accuracy: 0.8573
1193/1208 [============================>.] - ETA: 2:18 - loss: 0.3683 - accuracy: 0.8573
1194/1208 [============================>.] - ETA: 2:09 - loss: 0.3684 - accuracy: 0.8573
1195/1208 [============================>.] - ETA: 1:59 - loss: 0.3684 - accuracy: 0.8573
1196/1208 [============================>.] - ETA: 1:50 - loss: 0.3683 - accuracy: 0.8573
1197/1208 [============================>.] - ETA: 1:41 - loss: 0.3683 - accuracy: 0.8574
1198/1208 [============================>.] - ETA: 1:32 - loss: 0.3682 - accuracy: 0.8574
1199/1208 [============================>.] - ETA: 1:22 - loss: 0.3683 - accuracy: 0.8574
1200/1208 [============================>.] - ETA: 1:13 - loss: 0.3682 - accuracy: 0.8574
1201/1208 [============================>.] - ETA: 1:04 - loss: 0.3681 - accuracy: 0.8575
1202/1208 [============================>.] - ETA: 55s - loss: 0.3682 - accuracy: 0.8574 
1203/1208 [============================>.] - ETA: 46s - loss: 0.3683 - accuracy: 0.8574
1204/1208 [============================>.] - ETA: 36s - loss: 0.3683 - accuracy: 0.8573
1205/1208 [============================>.] - ETA: 27s - loss: 0.3684 - accuracy: 0.8573
1206/1208 [============================>.] - ETA: 18s - loss: 0.3683 - accuracy: 0.8573
1207/1208 [============================>.] - ETA: 9s - loss: 0.3683 - accuracy: 0.8573 
1208/1208 [==============================] - 11133s 9s/step - loss: 0.3684 - accuracy: 0.8573
val_acc: 0.84858, best_val_acc: 0.84858, test_acc: 0.85127

Epoch 3/10

   1/1208 [..............................] - ETA: 2:52:34 - loss: 0.2732 - accuracy: 0.8906
   2/1208 [..............................] - ETA: 2:51:29 - loss: 0.2815 - accuracy: 0.8906
   3/1208 [..............................] - ETA: 2:54:58 - loss: 0.2914 - accuracy: 0.8750
   4/1208 [..............................] - ETA: 2:52:07 - loss: 0.3429 - accuracy: 0.8594
   5/1208 [..............................] - ETA: 2:52:56 - loss: 0.3643 - accuracy: 0.8531
   6/1208 [..............................] - ETA: 2:54:33 - loss: 0.3404 - accuracy: 0.8594
   7/1208 [..............................] - ETA: 2:54:56 - loss: 0.3399 - accuracy: 0.8616
   8/1208 [..............................] - ETA: 2:54:32 - loss: 0.3394 - accuracy: 0.8613
   9/1208 [..............................] - ETA: 2:53:23 - loss: 0.3429 - accuracy: 0.8559
  10/1208 [..............................] - ETA: 2:53:00 - loss: 0.3350 - accuracy: 0.8609
  11/1208 [..............................] - ETA: 2:52:59 - loss: 0.3211 - accuracy: 0.8679
  12/1208 [..............................] - ETA: 2:52:22 - loss: 0.3153 - accuracy: 0.8724
  13/1208 [..............................] - ETA: 2:52:32 - loss: 0.3126 - accuracy: 0.8726
  14/1208 [..............................] - ETA: 2:51:54 - loss: 0.3115 - accuracy: 0.8717
  15/1208 [..............................] - ETA: 2:51:47 - loss: 0.3073 - accuracy: 0.8729
  16/1208 [..............................] - ETA: 2:51:06 - loss: 0.3088 - accuracy: 0.8721
  17/1208 [..............................] - ETA: 2:50:56 - loss: 0.3093 - accuracy: 0.8713
  18/1208 [..............................] - ETA: 2:51:58 - loss: 0.3104 - accuracy: 0.8724
  19/1208 [..............................] - ETA: 2:52:51 - loss: 0.3175 - accuracy: 0.8701
  20/1208 [..............................] - ETA: 2:53:51 - loss: 0.3174 - accuracy: 0.8703
  21/1208 [..............................] - ETA: 2:54:28 - loss: 0.3156 - accuracy: 0.8728
  22/1208 [..............................] - ETA: 2:53:11 - loss: 0.3201 - accuracy: 0.8700
  23/1208 [..............................] - ETA: 2:52:54 - loss: 0.3184 - accuracy: 0.8716
  24/1208 [..............................] - ETA: 2:53:35 - loss: 0.3152 - accuracy: 0.8730
  25/1208 [..............................] - ETA: 2:53:08 - loss: 0.3162 - accuracy: 0.8725
  26/1208 [..............................] - ETA: 2:53:11 - loss: 0.3269 - accuracy: 0.8684
  27/1208 [..............................] - ETA: 2:53:26 - loss: 0.3269 - accuracy: 0.8681
  28/1208 [..............................] - ETA: 2:53:24 - loss: 0.3244 - accuracy: 0.8694
  29/1208 [..............................] - ETA: 2:53:22 - loss: 0.3224 - accuracy: 0.8707
  30/1208 [..............................] - ETA: 2:53:14 - loss: 0.3223 - accuracy: 0.8708
  31/1208 [..............................] - ETA: 2:53:08 - loss: 0.3190 - accuracy: 0.8730
  32/1208 [..............................] - ETA: 2:52:55 - loss: 0.3167 - accuracy: 0.8735
  33/1208 [..............................] - ETA: 2:52:44 - loss: 0.3181 - accuracy: 0.8726
  34/1208 [..............................] - ETA: 2:52:43 - loss: 0.3160 - accuracy: 0.8736
  35/1208 [..............................] - ETA: 2:52:47 - loss: 0.3168 - accuracy: 0.8737
  36/1208 [..............................] - ETA: 2:52:28 - loss: 0.3219 - accuracy: 0.8724
  37/1208 [..............................] - ETA: 2:52:15 - loss: 0.3217 - accuracy: 0.8733
  38/1208 [..............................] - ETA: 2:51:59 - loss: 0.3220 - accuracy: 0.8734
  39/1208 [..............................] - ETA: 2:51:52 - loss: 0.3221 - accuracy: 0.8734
  40/1208 [..............................] - ETA: 2:51:39 - loss: 0.3196 - accuracy: 0.8750
  41/1208 [>.............................] - ETA: 2:51:26 - loss: 0.3198 - accuracy: 0.8754
  42/1208 [>.............................] - ETA: 2:51:22 - loss: 0.3202 - accuracy: 0.8754
  43/1208 [>.............................] - ETA: 2:50:59 - loss: 0.3241 - accuracy: 0.8732
  44/1208 [>.............................] - ETA: 2:50:50 - loss: 0.3255 - accuracy: 0.8729
  45/1208 [>.............................] - ETA: 2:50:56 - loss: 0.3247 - accuracy: 0.8733
  46/1208 [>.............................] - ETA: 2:51:08 - loss: 0.3214 - accuracy: 0.8750
  47/1208 [>.............................] - ETA: 2:51:10 - loss: 0.3215 - accuracy: 0.8747
  48/1208 [>.............................] - ETA: 2:50:57 - loss: 0.3212 - accuracy: 0.8750
  49/1208 [>.............................] - ETA: 2:51:00 - loss: 0.3218 - accuracy: 0.8747
  50/1208 [>.............................] - ETA: 2:51:11 - loss: 0.3182 - accuracy: 0.8766
  51/1208 [>.............................] - ETA: 2:51:15 - loss: 0.3226 - accuracy: 0.8756
  52/1208 [>.............................] - ETA: 2:50:58 - loss: 0.3225 - accuracy: 0.8747
  53/1208 [>.............................] - ETA: 2:50:48 - loss: 0.3219 - accuracy: 0.8750
  54/1208 [>.............................] - ETA: 2:50:47 - loss: 0.3213 - accuracy: 0.8756
  55/1208 [>.............................] - ETA: 2:50:45 - loss: 0.3217 - accuracy: 0.8756
  56/1208 [>.............................] - ETA: 2:50:45 - loss: 0.3189 - accuracy: 0.8770
  57/1208 [>.............................] - ETA: 2:50:33 - loss: 0.3189 - accuracy: 0.8764
  58/1208 [>.............................] - ETA: 2:50:37 - loss: 0.3171 - accuracy: 0.8772
  59/1208 [>.............................] - ETA: 2:50:32 - loss: 0.3173 - accuracy: 0.8771
  60/1208 [>.............................] - ETA: 2:50:37 - loss: 0.3189 - accuracy: 0.8763
  61/1208 [>.............................] - ETA: 2:50:43 - loss: 0.3182 - accuracy: 0.8768
  62/1208 [>.............................] - ETA: 2:50:25 - loss: 0.3162 - accuracy: 0.8783
  63/1208 [>.............................] - ETA: 2:50:16 - loss: 0.3153 - accuracy: 0.8792
  64/1208 [>.............................] - ETA: 2:50:17 - loss: 0.3126 - accuracy: 0.8801
  65/1208 [>.............................] - ETA: 2:50:07 - loss: 0.3124 - accuracy: 0.8798
  66/1208 [>.............................] - ETA: 2:49:57 - loss: 0.3118 - accuracy: 0.8800
  67/1208 [>.............................] - ETA: 2:49:43 - loss: 0.3125 - accuracy: 0.8797
  68/1208 [>.............................] - ETA: 2:49:36 - loss: 0.3130 - accuracy: 0.8801
  69/1208 [>.............................] - ETA: 2:49:11 - loss: 0.3131 - accuracy: 0.8800
  70/1208 [>.............................] - ETA: 2:49:07 - loss: 0.3140 - accuracy: 0.8795
  71/1208 [>.............................] - ETA: 2:49:12 - loss: 0.3123 - accuracy: 0.8801
  72/1208 [>.............................] - ETA: 2:49:06 - loss: 0.3116 - accuracy: 0.8800
  73/1208 [>.............................] - ETA: 2:49:02 - loss: 0.3119 - accuracy: 0.8799
  74/1208 [>.............................] - ETA: 2:48:59 - loss: 0.3116 - accuracy: 0.8801
  75/1208 [>.............................] - ETA: 2:48:57 - loss: 0.3116 - accuracy: 0.8802
  76/1208 [>.............................] - ETA: 2:48:58 - loss: 0.3116 - accuracy: 0.8801
  77/1208 [>.............................] - ETA: 2:48:48 - loss: 0.3105 - accuracy: 0.8807
  78/1208 [>.............................] - ETA: 2:48:33 - loss: 0.3102 - accuracy: 0.8810
  79/1208 [>.............................] - ETA: 2:48:25 - loss: 0.3099 - accuracy: 0.8807
  80/1208 [>.............................] - ETA: 2:48:11 - loss: 0.3092 - accuracy: 0.8811
  81/1208 [=>............................] - ETA: 2:47:54 - loss: 0.3080 - accuracy: 0.8812
  82/1208 [=>............................] - ETA: 2:47:49 - loss: 0.3074 - accuracy: 0.8817
  83/1208 [=>............................] - ETA: 2:47:40 - loss: 0.3061 - accuracy: 0.8820
  84/1208 [=>............................] - ETA: 2:47:30 - loss: 0.3070 - accuracy: 0.8819
  85/1208 [=>............................] - ETA: 2:47:14 - loss: 0.3078 - accuracy: 0.8820
  86/1208 [=>............................] - ETA: 2:46:57 - loss: 0.3089 - accuracy: 0.8815
  87/1208 [=>............................] - ETA: 2:46:47 - loss: 0.3081 - accuracy: 0.8818
  88/1208 [=>............................] - ETA: 2:46:35 - loss: 0.3071 - accuracy: 0.8821
  89/1208 [=>............................] - ETA: 2:46:21 - loss: 0.3067 - accuracy: 0.8817
  90/1208 [=>............................] - ETA: 2:46:15 - loss: 0.3057 - accuracy: 0.8818
  91/1208 [=>............................] - ETA: 2:46:10 - loss: 0.3074 - accuracy: 0.8807
  92/1208 [=>............................] - ETA: 2:45:56 - loss: 0.3069 - accuracy: 0.8809
  93/1208 [=>............................] - ETA: 2:45:48 - loss: 0.3064 - accuracy: 0.8810
  94/1208 [=>............................] - ETA: 2:45:46 - loss: 0.3063 - accuracy: 0.8807
  95/1208 [=>............................] - ETA: 2:45:39 - loss: 0.3057 - accuracy: 0.8809
  96/1208 [=>............................] - ETA: 2:45:34 - loss: 0.3061 - accuracy: 0.8804
  97/1208 [=>............................] - ETA: 2:45:24 - loss: 0.3062 - accuracy: 0.8805
  98/1208 [=>............................] - ETA: 2:45:15 - loss: 0.3070 - accuracy: 0.8803
  99/1208 [=>............................] - ETA: 2:45:08 - loss: 0.3071 - accuracy: 0.8805
 100/1208 [=>............................] - ETA: 2:45:03 - loss: 0.3065 - accuracy: 0.8811
 101/1208 [=>............................] - ETA: 2:45:07 - loss: 0.3069 - accuracy: 0.8807
 102/1208 [=>............................] - ETA: 2:45:01 - loss: 0.3080 - accuracy: 0.8805
 103/1208 [=>............................] - ETA: 2:44:47 - loss: 0.3085 - accuracy: 0.8803
 104/1208 [=>............................] - ETA: 2:44:28 - loss: 0.3079 - accuracy: 0.8809
 105/1208 [=>............................] - ETA: 2:44:06 - loss: 0.3077 - accuracy: 0.8808
 106/1208 [=>............................] - ETA: 2:43:50 - loss: 0.3074 - accuracy: 0.8812
 107/1208 [=>............................] - ETA: 2:43:42 - loss: 0.3066 - accuracy: 0.8814
 108/1208 [=>............................] - ETA: 2:43:31 - loss: 0.3069 - accuracy: 0.8811
 109/1208 [=>............................] - ETA: 2:43:18 - loss: 0.3073 - accuracy: 0.8809
 110/1208 [=>............................] - ETA: 2:43:06 - loss: 0.3086 - accuracy: 0.8804
 111/1208 [=>............................] - ETA: 2:42:50 - loss: 0.3093 - accuracy: 0.8801
 112/1208 [=>............................] - ETA: 2:42:38 - loss: 0.3088 - accuracy: 0.8800
 113/1208 [=>............................] - ETA: 2:42:26 - loss: 0.3093 - accuracy: 0.8801
 114/1208 [=>............................] - ETA: 2:42:07 - loss: 0.3101 - accuracy: 0.8798
 115/1208 [=>............................] - ETA: 2:42:00 - loss: 0.3094 - accuracy: 0.8803
 116/1208 [=>............................] - ETA: 2:41:46 - loss: 0.3089 - accuracy: 0.8807
 117/1208 [=>............................] - ETA: 2:41:31 - loss: 0.3094 - accuracy: 0.8803
 118/1208 [=>............................] - ETA: 2:41:22 - loss: 0.3102 - accuracy: 0.8799
 119/1208 [=>............................] - ETA: 2:41:10 - loss: 0.3098 - accuracy: 0.8803
 120/1208 [=>............................] - ETA: 2:40:57 - loss: 0.3093 - accuracy: 0.8803
 121/1208 [==>...........................] - ETA: 2:40:40 - loss: 0.3101 - accuracy: 0.8800
 122/1208 [==>...........................] - ETA: 2:40:27 - loss: 0.3097 - accuracy: 0.8803
 123/1208 [==>...........................] - ETA: 2:40:15 - loss: 0.3102 - accuracy: 0.8800
 124/1208 [==>...........................] - ETA: 2:40:01 - loss: 0.3107 - accuracy: 0.8797
 125/1208 [==>...........................] - ETA: 2:39:47 - loss: 0.3102 - accuracy: 0.8798
 126/1208 [==>...........................] - ETA: 2:39:37 - loss: 0.3104 - accuracy: 0.8797
 127/1208 [==>...........................] - ETA: 2:39:25 - loss: 0.3106 - accuracy: 0.8798
 128/1208 [==>...........................] - ETA: 2:39:09 - loss: 0.3101 - accuracy: 0.8800
 129/1208 [==>...........................] - ETA: 2:38:53 - loss: 0.3103 - accuracy: 0.8800
 130/1208 [==>...........................] - ETA: 2:38:36 - loss: 0.3104 - accuracy: 0.8799
 131/1208 [==>...........................] - ETA: 2:38:14 - loss: 0.3100 - accuracy: 0.8801
 132/1208 [==>...........................] - ETA: 2:38:07 - loss: 0.3093 - accuracy: 0.8806
 133/1208 [==>...........................] - ETA: 2:37:57 - loss: 0.3085 - accuracy: 0.8810
 134/1208 [==>...........................] - ETA: 2:37:48 - loss: 0.3076 - accuracy: 0.8815
 135/1208 [==>...........................] - ETA: 2:37:42 - loss: 0.3082 - accuracy: 0.8815
 136/1208 [==>...........................] - ETA: 2:37:35 - loss: 0.3075 - accuracy: 0.8818
 137/1208 [==>...........................] - ETA: 2:37:28 - loss: 0.3072 - accuracy: 0.8818
 138/1208 [==>...........................] - ETA: 2:37:25 - loss: 0.3073 - accuracy: 0.8817
 139/1208 [==>...........................] - ETA: 2:37:23 - loss: 0.3062 - accuracy: 0.8823
 140/1208 [==>...........................] - ETA: 2:37:11 - loss: 0.3076 - accuracy: 0.8818
 141/1208 [==>...........................] - ETA: 2:37:01 - loss: 0.3070 - accuracy: 0.8821
 142/1208 [==>...........................] - ETA: 2:36:52 - loss: 0.3075 - accuracy: 0.8819
 143/1208 [==>...........................] - ETA: 2:36:45 - loss: 0.3071 - accuracy: 0.8822
 144/1208 [==>...........................] - ETA: 2:36:37 - loss: 0.3078 - accuracy: 0.8817
 145/1208 [==>...........................] - ETA: 2:36:29 - loss: 0.3077 - accuracy: 0.8819
 146/1208 [==>...........................] - ETA: 2:36:21 - loss: 0.3066 - accuracy: 0.8824
 147/1208 [==>...........................] - ETA: 2:36:17 - loss: 0.3075 - accuracy: 0.8819
 148/1208 [==>...........................] - ETA: 2:36:10 - loss: 0.3067 - accuracy: 0.8825
 149/1208 [==>...........................] - ETA: 2:36:01 - loss: 0.3068 - accuracy: 0.8823
 150/1208 [==>...........................] - ETA: 2:35:55 - loss: 0.3065 - accuracy: 0.8824
 151/1208 [==>...........................] - ETA: 2:35:51 - loss: 0.3067 - accuracy: 0.8823
 152/1208 [==>...........................] - ETA: 2:35:44 - loss: 0.3067 - accuracy: 0.8825
 153/1208 [==>...........................] - ETA: 2:35:37 - loss: 0.3063 - accuracy: 0.8827
 154/1208 [==>...........................] - ETA: 2:35:34 - loss: 0.3062 - accuracy: 0.8827
 155/1208 [==>...........................] - ETA: 2:35:28 - loss: 0.3055 - accuracy: 0.8832
 156/1208 [==>...........................] - ETA: 2:35:22 - loss: 0.3051 - accuracy: 0.8836
 157/1208 [==>...........................] - ETA: 2:35:15 - loss: 0.3041 - accuracy: 0.8842
 158/1208 [==>...........................] - ETA: 2:35:11 - loss: 0.3049 - accuracy: 0.8837
 159/1208 [==>...........................] - ETA: 2:35:04 - loss: 0.3038 - accuracy: 0.8843
 160/1208 [==>...........................] - ETA: 2:34:56 - loss: 0.3036 - accuracy: 0.8844
 161/1208 [==>...........................] - ETA: 2:34:50 - loss: 0.3028 - accuracy: 0.8848
 162/1208 [===>..........................] - ETA: 2:34:43 - loss: 0.3026 - accuracy: 0.8850
 163/1208 [===>..........................] - ETA: 2:34:35 - loss: 0.3028 - accuracy: 0.8849
 164/1208 [===>..........................] - ETA: 2:34:30 - loss: 0.3035 - accuracy: 0.8849
 165/1208 [===>..........................] - ETA: 2:34:24 - loss: 0.3037 - accuracy: 0.8849
 166/1208 [===>..........................] - ETA: 2:34:17 - loss: 0.3036 - accuracy: 0.8851
 167/1208 [===>..........................] - ETA: 2:34:09 - loss: 0.3036 - accuracy: 0.8852
 168/1208 [===>..........................] - ETA: 2:33:59 - loss: 0.3032 - accuracy: 0.8854
 169/1208 [===>..........................] - ETA: 2:33:50 - loss: 0.3029 - accuracy: 0.8857
 170/1208 [===>..........................] - ETA: 2:33:40 - loss: 0.3037 - accuracy: 0.8855
 171/1208 [===>..........................] - ETA: 2:33:35 - loss: 0.3038 - accuracy: 0.8855
 172/1208 [===>..........................] - ETA: 2:33:29 - loss: 0.3036 - accuracy: 0.8854
 173/1208 [===>..........................] - ETA: 2:33:22 - loss: 0.3043 - accuracy: 0.8851
 174/1208 [===>..........................] - ETA: 2:33:13 - loss: 0.3047 - accuracy: 0.8851
 175/1208 [===>..........................] - ETA: 2:33:08 - loss: 0.3046 - accuracy: 0.8849
 176/1208 [===>..........................] - ETA: 2:33:01 - loss: 0.3038 - accuracy: 0.8853
 177/1208 [===>..........................] - ETA: 2:32:54 - loss: 0.3031 - accuracy: 0.8856
 178/1208 [===>..........................] - ETA: 2:32:49 - loss: 0.3034 - accuracy: 0.8855
 179/1208 [===>..........................] - ETA: 2:32:44 - loss: 0.3024 - accuracy: 0.8860
 180/1208 [===>..........................] - ETA: 2:32:34 - loss: 0.3020 - accuracy: 0.8861
 181/1208 [===>..........................] - ETA: 2:32:25 - loss: 0.3021 - accuracy: 0.8860
 182/1208 [===>..........................] - ETA: 2:32:16 - loss: 0.3018 - accuracy: 0.8860
 183/1208 [===>..........................] - ETA: 2:32:11 - loss: 0.3022 - accuracy: 0.8858
 184/1208 [===>..........................] - ETA: 2:32:02 - loss: 0.3030 - accuracy: 0.8854
 185/1208 [===>..........................] - ETA: 2:31:53 - loss: 0.3038 - accuracy: 0.8852
 186/1208 [===>..........................] - ETA: 2:31:42 - loss: 0.3036 - accuracy: 0.8853
 187/1208 [===>..........................] - ETA: 2:31:34 - loss: 0.3036 - accuracy: 0.8853
 188/1208 [===>..........................] - ETA: 2:31:24 - loss: 0.3039 - accuracy: 0.8852
 189/1208 [===>..........................] - ETA: 2:31:18 - loss: 0.3041 - accuracy: 0.8850
 190/1208 [===>..........................] - ETA: 2:31:11 - loss: 0.3044 - accuracy: 0.8850
 191/1208 [===>..........................] - ETA: 2:31:04 - loss: 0.3047 - accuracy: 0.8848
 192/1208 [===>..........................] - ETA: 2:30:57 - loss: 0.3044 - accuracy: 0.8849
 193/1208 [===>..........................] - ETA: 2:30:48 - loss: 0.3044 - accuracy: 0.8849
 194/1208 [===>..........................] - ETA: 2:30:42 - loss: 0.3040 - accuracy: 0.8852
 195/1208 [===>..........................] - ETA: 2:30:34 - loss: 0.3043 - accuracy: 0.8850
 196/1208 [===>..........................] - ETA: 2:30:26 - loss: 0.3038 - accuracy: 0.8853
 197/1208 [===>..........................] - ETA: 2:30:19 - loss: 0.3038 - accuracy: 0.8853
 198/1208 [===>..........................] - ETA: 2:30:13 - loss: 0.3040 - accuracy: 0.8853
 199/1208 [===>..........................] - ETA: 2:30:02 - loss: 0.3036 - accuracy: 0.8855
 200/1208 [===>..........................] - ETA: 2:29:52 - loss: 0.3038 - accuracy: 0.8854
 201/1208 [===>..........................] - ETA: 2:29:43 - loss: 0.3032 - accuracy: 0.8856
 202/1208 [====>.........................] - ETA: 2:29:35 - loss: 0.3036 - accuracy: 0.8856
 203/1208 [====>.........................] - ETA: 2:29:27 - loss: 0.3035 - accuracy: 0.8856
 204/1208 [====>.........................] - ETA: 2:29:22 - loss: 0.3033 - accuracy: 0.8857
 205/1208 [====>.........................] - ETA: 2:29:18 - loss: 0.3036 - accuracy: 0.8855
 206/1208 [====>.........................] - ETA: 2:29:13 - loss: 0.3033 - accuracy: 0.8857
 207/1208 [====>.........................] - ETA: 2:29:06 - loss: 0.3031 - accuracy: 0.8859
 208/1208 [====>.........................] - ETA: 2:28:55 - loss: 0.3035 - accuracy: 0.8857
 209/1208 [====>.........................] - ETA: 2:28:49 - loss: 0.3029 - accuracy: 0.8858
 210/1208 [====>.........................] - ETA: 2:28:41 - loss: 0.3033 - accuracy: 0.8858
 211/1208 [====>.........................] - ETA: 2:28:36 - loss: 0.3037 - accuracy: 0.8856
 212/1208 [====>.........................] - ETA: 2:28:30 - loss: 0.3033 - accuracy: 0.8858
 213/1208 [====>.........................] - ETA: 2:28:25 - loss: 0.3033 - accuracy: 0.8858
 214/1208 [====>.........................] - ETA: 2:28:14 - loss: 0.3029 - accuracy: 0.8859
 215/1208 [====>.........................] - ETA: 2:28:02 - loss: 0.3032 - accuracy: 0.8858
 216/1208 [====>.........................] - ETA: 2:27:48 - loss: 0.3032 - accuracy: 0.8857
 217/1208 [====>.........................] - ETA: 2:27:39 - loss: 0.3033 - accuracy: 0.8857
 218/1208 [====>.........................] - ETA: 2:27:30 - loss: 0.3033 - accuracy: 0.8856
 219/1208 [====>.........................] - ETA: 2:27:19 - loss: 0.3034 - accuracy: 0.8856
 220/1208 [====>.........................] - ETA: 2:27:08 - loss: 0.3035 - accuracy: 0.8854
 221/1208 [====>.........................] - ETA: 2:26:56 - loss: 0.3045 - accuracy: 0.8853
 222/1208 [====>.........................] - ETA: 2:26:44 - loss: 0.3053 - accuracy: 0.8852
 223/1208 [====>.........................] - ETA: 2:26:34 - loss: 0.3051 - accuracy: 0.8854
 224/1208 [====>.........................] - ETA: 2:26:23 - loss: 0.3050 - accuracy: 0.8855
 225/1208 [====>.........................] - ETA: 2:26:12 - loss: 0.3054 - accuracy: 0.8855
 226/1208 [====>.........................] - ETA: 2:25:59 - loss: 0.3059 - accuracy: 0.8852
 227/1208 [====>.........................] - ETA: 2:25:45 - loss: 0.3058 - accuracy: 0.8852
 228/1208 [====>.........................] - ETA: 2:25:35 - loss: 0.3056 - accuracy: 0.8853
 229/1208 [====>.........................] - ETA: 2:25:24 - loss: 0.3051 - accuracy: 0.8854
 230/1208 [====>.........................] - ETA: 2:25:11 - loss: 0.3052 - accuracy: 0.8852
 231/1208 [====>.........................] - ETA: 2:24:58 - loss: 0.3049 - accuracy: 0.8853
 232/1208 [====>.........................] - ETA: 2:24:45 - loss: 0.3048 - accuracy: 0.8855
 233/1208 [====>.........................] - ETA: 2:24:32 - loss: 0.3045 - accuracy: 0.8856
 234/1208 [====>.........................] - ETA: 2:24:20 - loss: 0.3044 - accuracy: 0.8856
 235/1208 [====>.........................] - ETA: 2:24:08 - loss: 0.3043 - accuracy: 0.8857
 236/1208 [====>.........................] - ETA: 2:23:58 - loss: 0.3046 - accuracy: 0.8857
 237/1208 [====>.........................] - ETA: 2:23:48 - loss: 0.3042 - accuracy: 0.8859
 238/1208 [====>.........................] - ETA: 2:23:35 - loss: 0.3050 - accuracy: 0.8858
 239/1208 [====>.........................] - ETA: 2:23:22 - loss: 0.3048 - accuracy: 0.8857
 240/1208 [====>.........................] - ETA: 2:23:08 - loss: 0.3057 - accuracy: 0.8854
 241/1208 [====>.........................] - ETA: 2:22:56 - loss: 0.3054 - accuracy: 0.8855
 242/1208 [=====>........................] - ETA: 2:22:46 - loss: 0.3049 - accuracy: 0.8858
 243/1208 [=====>........................] - ETA: 2:22:34 - loss: 0.3046 - accuracy: 0.8861
 244/1208 [=====>........................] - ETA: 2:22:23 - loss: 0.3044 - accuracy: 0.8860
 245/1208 [=====>........................] - ETA: 2:22:17 - loss: 0.3043 - accuracy: 0.8860
 246/1208 [=====>........................] - ETA: 2:22:08 - loss: 0.3042 - accuracy: 0.8860
 247/1208 [=====>........................] - ETA: 2:22:01 - loss: 0.3044 - accuracy: 0.8858
 248/1208 [=====>........................] - ETA: 2:21:52 - loss: 0.3041 - accuracy: 0.8859
 249/1208 [=====>........................] - ETA: 2:21:45 - loss: 0.3039 - accuracy: 0.8860
 250/1208 [=====>........................] - ETA: 2:21:37 - loss: 0.3039 - accuracy: 0.8859
 251/1208 [=====>........................] - ETA: 2:21:28 - loss: 0.3037 - accuracy: 0.8860
 252/1208 [=====>........................] - ETA: 2:21:21 - loss: 0.3035 - accuracy: 0.8860
 253/1208 [=====>........................] - ETA: 2:21:16 - loss: 0.3033 - accuracy: 0.8862
 254/1208 [=====>........................] - ETA: 2:21:09 - loss: 0.3033 - accuracy: 0.8862
 255/1208 [=====>........................] - ETA: 2:21:01 - loss: 0.3036 - accuracy: 0.8861
 256/1208 [=====>........................] - ETA: 2:20:55 - loss: 0.3034 - accuracy: 0.8862
 257/1208 [=====>........................] - ETA: 2:20:48 - loss: 0.3036 - accuracy: 0.8861
 258/1208 [=====>........................] - ETA: 2:20:42 - loss: 0.3035 - accuracy: 0.8862
 259/1208 [=====>........................] - ETA: 2:20:34 - loss: 0.3035 - accuracy: 0.8862
 260/1208 [=====>........................] - ETA: 2:20:24 - loss: 0.3033 - accuracy: 0.8862
 261/1208 [=====>........................] - ETA: 2:20:14 - loss: 0.3034 - accuracy: 0.8860
 262/1208 [=====>........................] - ETA: 2:20:06 - loss: 0.3034 - accuracy: 0.8860
 263/1208 [=====>........................] - ETA: 2:19:59 - loss: 0.3044 - accuracy: 0.8855
 264/1208 [=====>........................] - ETA: 2:19:50 - loss: 0.3042 - accuracy: 0.8855
 265/1208 [=====>........................] - ETA: 2:19:43 - loss: 0.3036 - accuracy: 0.8857
 266/1208 [=====>........................] - ETA: 2:19:34 - loss: 0.3033 - accuracy: 0.8860
 267/1208 [=====>........................] - ETA: 2:19:28 - loss: 0.3030 - accuracy: 0.8864
 268/1208 [=====>........................] - ETA: 2:19:20 - loss: 0.3031 - accuracy: 0.8863
 269/1208 [=====>........................] - ETA: 2:19:12 - loss: 0.3032 - accuracy: 0.8862
 270/1208 [=====>........................] - ETA: 2:19:06 - loss: 0.3030 - accuracy: 0.8864
 271/1208 [=====>........................] - ETA: 2:18:57 - loss: 0.3029 - accuracy: 0.8865
 272/1208 [=====>........................] - ETA: 2:18:49 - loss: 0.3032 - accuracy: 0.8864
 273/1208 [=====>........................] - ETA: 2:18:40 - loss: 0.3034 - accuracy: 0.8862
 274/1208 [=====>........................] - ETA: 2:18:33 - loss: 0.3033 - accuracy: 0.8863
 275/1208 [=====>........................] - ETA: 2:18:27 - loss: 0.3034 - accuracy: 0.8863
 276/1208 [=====>........................] - ETA: 2:18:21 - loss: 0.3031 - accuracy: 0.8865
 277/1208 [=====>........................] - ETA: 2:18:14 - loss: 0.3033 - accuracy: 0.8863
 278/1208 [=====>........................] - ETA: 2:18:07 - loss: 0.3033 - accuracy: 0.8862
 279/1208 [=====>........................] - ETA: 2:18:00 - loss: 0.3035 - accuracy: 0.8862
 280/1208 [=====>........................] - ETA: 2:17:52 - loss: 0.3035 - accuracy: 0.8861
 281/1208 [=====>........................] - ETA: 2:17:44 - loss: 0.3033 - accuracy: 0.8861
 282/1208 [======>.......................] - ETA: 2:17:34 - loss: 0.3034 - accuracy: 0.8861
 283/1208 [======>.......................] - ETA: 2:17:27 - loss: 0.3035 - accuracy: 0.8860
 284/1208 [======>.......................] - ETA: 2:17:20 - loss: 0.3042 - accuracy: 0.8860
 285/1208 [======>.......................] - ETA: 2:17:12 - loss: 0.3038 - accuracy: 0.8862
 286/1208 [======>.......................] - ETA: 2:17:05 - loss: 0.3038 - accuracy: 0.8864
 287/1208 [======>.......................] - ETA: 2:16:57 - loss: 0.3036 - accuracy: 0.8864
 288/1208 [======>.......................] - ETA: 2:16:49 - loss: 0.3034 - accuracy: 0.8864
 289/1208 [======>.......................] - ETA: 2:16:41 - loss: 0.3035 - accuracy: 0.8865
 290/1208 [======>.......................] - ETA: 2:16:34 - loss: 0.3035 - accuracy: 0.8865
 291/1208 [======>.......................] - ETA: 2:16:21 - loss: 0.3035 - accuracy: 0.8863
 292/1208 [======>.......................] - ETA: 2:16:13 - loss: 0.3033 - accuracy: 0.8865
 293/1208 [======>.......................] - ETA: 2:16:05 - loss: 0.3031 - accuracy: 0.8865
 294/1208 [======>.......................] - ETA: 2:15:58 - loss: 0.3031 - accuracy: 0.8867
 295/1208 [======>.......................] - ETA: 2:15:48 - loss: 0.3029 - accuracy: 0.8868
 296/1208 [======>.......................] - ETA: 2:15:40 - loss: 0.3028 - accuracy: 0.8868
 297/1208 [======>.......................] - ETA: 2:15:32 - loss: 0.3028 - accuracy: 0.8867
 298/1208 [======>.......................] - ETA: 2:15:25 - loss: 0.3026 - accuracy: 0.8868
 299/1208 [======>.......................] - ETA: 2:15:16 - loss: 0.3029 - accuracy: 0.8867
 300/1208 [======>.......................] - ETA: 2:15:08 - loss: 0.3029 - accuracy: 0.8867
 301/1208 [======>.......................] - ETA: 2:15:01 - loss: 0.3027 - accuracy: 0.8869
 302/1208 [======>.......................] - ETA: 2:14:53 - loss: 0.3026 - accuracy: 0.8870
 303/1208 [======>.......................] - ETA: 2:14:44 - loss: 0.3026 - accuracy: 0.8870
 304/1208 [======>.......................] - ETA: 2:14:37 - loss: 0.3027 - accuracy: 0.8869
 305/1208 [======>.......................] - ETA: 2:14:29 - loss: 0.3026 - accuracy: 0.8870
 306/1208 [======>.......................] - ETA: 2:14:21 - loss: 0.3026 - accuracy: 0.8871
 307/1208 [======>.......................] - ETA: 2:14:15 - loss: 0.3025 - accuracy: 0.8871
 308/1208 [======>.......................] - ETA: 2:14:07 - loss: 0.3027 - accuracy: 0.8870
 309/1208 [======>.......................] - ETA: 2:13:59 - loss: 0.3026 - accuracy: 0.8870
 310/1208 [======>.......................] - ETA: 2:13:50 - loss: 0.3029 - accuracy: 0.8869
 311/1208 [======>.......................] - ETA: 2:13:43 - loss: 0.3029 - accuracy: 0.8870
 312/1208 [======>.......................] - ETA: 2:13:35 - loss: 0.3029 - accuracy: 0.8870
 313/1208 [======>.......................] - ETA: 2:13:27 - loss: 0.3027 - accuracy: 0.8872
 314/1208 [======>.......................] - ETA: 2:13:18 - loss: 0.3025 - accuracy: 0.8872
 315/1208 [======>.......................] - ETA: 2:13:10 - loss: 0.3026 - accuracy: 0.8872
 316/1208 [======>.......................] - ETA: 2:12:58 - loss: 0.3028 - accuracy: 0.8870
 317/1208 [======>.......................] - ETA: 2:12:48 - loss: 0.3029 - accuracy: 0.8870
 318/1208 [======>.......................] - ETA: 2:12:40 - loss: 0.3032 - accuracy: 0.8868
 319/1208 [======>.......................] - ETA: 2:12:32 - loss: 0.3030 - accuracy: 0.8870
 320/1208 [======>.......................] - ETA: 2:12:22 - loss: 0.3033 - accuracy: 0.8869
 321/1208 [======>.......................] - ETA: 2:12:14 - loss: 0.3030 - accuracy: 0.8869
 322/1208 [======>.......................] - ETA: 2:12:06 - loss: 0.3028 - accuracy: 0.8869
 323/1208 [=======>......................] - ETA: 2:12:00 - loss: 0.3029 - accuracy: 0.8869
 324/1208 [=======>......................] - ETA: 2:11:53 - loss: 0.3030 - accuracy: 0.8868
 325/1208 [=======>......................] - ETA: 2:11:44 - loss: 0.3032 - accuracy: 0.8867
 326/1208 [=======>......................] - ETA: 2:11:38 - loss: 0.3031 - accuracy: 0.8868
 327/1208 [=======>......................] - ETA: 2:11:30 - loss: 0.3029 - accuracy: 0.8868
 328/1208 [=======>......................] - ETA: 2:11:22 - loss: 0.3028 - accuracy: 0.8869
 329/1208 [=======>......................] - ETA: 2:11:15 - loss: 0.3031 - accuracy: 0.8868
 330/1208 [=======>......................] - ETA: 2:11:03 - loss: 0.3029 - accuracy: 0.8869
 331/1208 [=======>......................] - ETA: 2:10:52 - loss: 0.3031 - accuracy: 0.8868
 332/1208 [=======>......................] - ETA: 2:10:41 - loss: 0.3031 - accuracy: 0.8867
 333/1208 [=======>......................] - ETA: 2:10:29 - loss: 0.3033 - accuracy: 0.8867
 334/1208 [=======>......................] - ETA: 2:10:18 - loss: 0.3033 - accuracy: 0.8867
 335/1208 [=======>......................] - ETA: 2:10:08 - loss: 0.3032 - accuracy: 0.8868
 336/1208 [=======>......................] - ETA: 2:09:58 - loss: 0.3032 - accuracy: 0.8867
 337/1208 [=======>......................] - ETA: 2:09:47 - loss: 0.3031 - accuracy: 0.8867
 338/1208 [=======>......................] - ETA: 2:09:37 - loss: 0.3032 - accuracy: 0.8867
 339/1208 [=======>......................] - ETA: 2:09:27 - loss: 0.3034 - accuracy: 0.8866
 340/1208 [=======>......................] - ETA: 2:09:17 - loss: 0.3033 - accuracy: 0.8867
 341/1208 [=======>......................] - ETA: 2:09:08 - loss: 0.3033 - accuracy: 0.8866
 342/1208 [=======>......................] - ETA: 2:08:58 - loss: 0.3034 - accuracy: 0.8866
 343/1208 [=======>......................] - ETA: 2:08:47 - loss: 0.3036 - accuracy: 0.8865
 344/1208 [=======>......................] - ETA: 2:08:36 - loss: 0.3033 - accuracy: 0.8866
 345/1208 [=======>......................] - ETA: 2:08:26 - loss: 0.3033 - accuracy: 0.8865
 346/1208 [=======>......................] - ETA: 2:08:16 - loss: 0.3035 - accuracy: 0.8864
 347/1208 [=======>......................] - ETA: 2:08:06 - loss: 0.3031 - accuracy: 0.8866
 348/1208 [=======>......................] - ETA: 2:07:56 - loss: 0.3034 - accuracy: 0.8864
 349/1208 [=======>......................] - ETA: 2:07:47 - loss: 0.3039 - accuracy: 0.8860
 350/1208 [=======>......................] - ETA: 2:07:36 - loss: 0.3038 - accuracy: 0.8859
 351/1208 [=======>......................] - ETA: 2:07:26 - loss: 0.3039 - accuracy: 0.8859
 352/1208 [=======>......................] - ETA: 2:07:16 - loss: 0.3037 - accuracy: 0.8859
 353/1208 [=======>......................] - ETA: 2:07:07 - loss: 0.3039 - accuracy: 0.8858
 354/1208 [=======>......................] - ETA: 2:06:57 - loss: 0.3038 - accuracy: 0.8858
 355/1208 [=======>......................] - ETA: 2:06:47 - loss: 0.3039 - accuracy: 0.8858
 356/1208 [=======>......................] - ETA: 2:06:36 - loss: 0.3041 - accuracy: 0.8858
 357/1208 [=======>......................] - ETA: 2:06:27 - loss: 0.3041 - accuracy: 0.8857
 358/1208 [=======>......................] - ETA: 2:06:17 - loss: 0.3043 - accuracy: 0.8856
 359/1208 [=======>......................] - ETA: 2:06:06 - loss: 0.3042 - accuracy: 0.8856
 360/1208 [=======>......................] - ETA: 2:05:58 - loss: 0.3040 - accuracy: 0.8859
 361/1208 [=======>......................] - ETA: 2:05:51 - loss: 0.3042 - accuracy: 0.8858
 362/1208 [=======>......................] - ETA: 2:05:43 - loss: 0.3044 - accuracy: 0.8857
 363/1208 [========>.....................] - ETA: 2:05:35 - loss: 0.3044 - accuracy: 0.8857
 364/1208 [========>.....................] - ETA: 2:05:27 - loss: 0.3045 - accuracy: 0.8856
 365/1208 [========>.....................] - ETA: 2:05:19 - loss: 0.3045 - accuracy: 0.8856
 366/1208 [========>.....................] - ETA: 2:05:10 - loss: 0.3042 - accuracy: 0.8856
 367/1208 [========>.....................] - ETA: 2:05:00 - loss: 0.3038 - accuracy: 0.8858
 368/1208 [========>.....................] - ETA: 2:04:53 - loss: 0.3042 - accuracy: 0.8855
 369/1208 [========>.....................] - ETA: 2:04:45 - loss: 0.3040 - accuracy: 0.8857
 370/1208 [========>.....................] - ETA: 2:04:37 - loss: 0.3040 - accuracy: 0.8857
 371/1208 [========>.....................] - ETA: 2:04:32 - loss: 0.3042 - accuracy: 0.8856
 372/1208 [========>.....................] - ETA: 2:04:24 - loss: 0.3044 - accuracy: 0.8855
 373/1208 [========>.....................] - ETA: 2:04:16 - loss: 0.3043 - accuracy: 0.8856
 374/1208 [========>.....................] - ETA: 2:04:08 - loss: 0.3044 - accuracy: 0.8855
 375/1208 [========>.....................] - ETA: 2:04:01 - loss: 0.3042 - accuracy: 0.8855
 376/1208 [========>.....................] - ETA: 2:03:52 - loss: 0.3042 - accuracy: 0.8855
 377/1208 [========>.....................] - ETA: 2:03:44 - loss: 0.3041 - accuracy: 0.8855
 378/1208 [========>.....................] - ETA: 2:03:36 - loss: 0.3041 - accuracy: 0.8855
 379/1208 [========>.....................] - ETA: 2:03:30 - loss: 0.3042 - accuracy: 0.8854
 380/1208 [========>.....................] - ETA: 2:03:21 - loss: 0.3042 - accuracy: 0.8854
 381/1208 [========>.....................] - ETA: 2:03:14 - loss: 0.3038 - accuracy: 0.8856
 382/1208 [========>.....................] - ETA: 2:03:05 - loss: 0.3038 - accuracy: 0.8856
 383/1208 [========>.....................] - ETA: 2:02:56 - loss: 0.3037 - accuracy: 0.8857
 384/1208 [========>.....................] - ETA: 2:02:48 - loss: 0.3033 - accuracy: 0.8859
 385/1208 [========>.....................] - ETA: 2:02:40 - loss: 0.3032 - accuracy: 0.8858
 386/1208 [========>.....................] - ETA: 2:02:28 - loss: 0.3033 - accuracy: 0.8859
 387/1208 [========>.....................] - ETA: 2:02:21 - loss: 0.3034 - accuracy: 0.8859
 388/1208 [========>.....................] - ETA: 2:02:11 - loss: 0.3034 - accuracy: 0.8858
 389/1208 [========>.....................] - ETA: 2:02:02 - loss: 0.3035 - accuracy: 0.8859
 390/1208 [========>.....................] - ETA: 2:01:51 - loss: 0.3032 - accuracy: 0.8861
 391/1208 [========>.....................] - ETA: 2:01:41 - loss: 0.3030 - accuracy: 0.8862
 392/1208 [========>.....................] - ETA: 2:01:32 - loss: 0.3032 - accuracy: 0.8860
 393/1208 [========>.....................] - ETA: 2:01:25 - loss: 0.3035 - accuracy: 0.8859
 394/1208 [========>.....................] - ETA: 2:01:16 - loss: 0.3031 - accuracy: 0.8861
 395/1208 [========>.....................] - ETA: 2:01:04 - loss: 0.3033 - accuracy: 0.8860
 396/1208 [========>.....................] - ETA: 2:00:55 - loss: 0.3035 - accuracy: 0.8860
 397/1208 [========>.....................] - ETA: 2:00:46 - loss: 0.3035 - accuracy: 0.8860
 398/1208 [========>.....................] - ETA: 2:00:38 - loss: 0.3036 - accuracy: 0.8860
 399/1208 [========>.....................] - ETA: 2:00:28 - loss: 0.3032 - accuracy: 0.8862
 400/1208 [========>.....................] - ETA: 2:00:19 - loss: 0.3032 - accuracy: 0.8862
 401/1208 [========>.....................] - ETA: 2:00:12 - loss: 0.3033 - accuracy: 0.8861
 402/1208 [========>.....................] - ETA: 2:00:02 - loss: 0.3031 - accuracy: 0.8862
 403/1208 [=========>....................] - ETA: 1:59:54 - loss: 0.3032 - accuracy: 0.8861
 404/1208 [=========>....................] - ETA: 1:59:45 - loss: 0.3033 - accuracy: 0.8861
 405/1208 [=========>....................] - ETA: 1:59:37 - loss: 0.3029 - accuracy: 0.8862
 406/1208 [=========>....................] - ETA: 1:59:28 - loss: 0.3027 - accuracy: 0.8862
 407/1208 [=========>....................] - ETA: 1:59:18 - loss: 0.3024 - accuracy: 0.8864
 408/1208 [=========>....................] - ETA: 1:59:07 - loss: 0.3024 - accuracy: 0.8864
 409/1208 [=========>....................] - ETA: 1:58:59 - loss: 0.3027 - accuracy: 0.8863
 410/1208 [=========>....................] - ETA: 1:58:52 - loss: 0.3030 - accuracy: 0.8861
 411/1208 [=========>....................] - ETA: 1:58:44 - loss: 0.3027 - accuracy: 0.8863
 412/1208 [=========>....................] - ETA: 1:58:36 - loss: 0.3027 - accuracy: 0.8863
 413/1208 [=========>....................] - ETA: 1:58:28 - loss: 0.3026 - accuracy: 0.8863
 414/1208 [=========>....................] - ETA: 1:58:18 - loss: 0.3028 - accuracy: 0.8861
 415/1208 [=========>....................] - ETA: 1:58:11 - loss: 0.3028 - accuracy: 0.8861
 416/1208 [=========>....................] - ETA: 1:58:04 - loss: 0.3025 - accuracy: 0.8862
 417/1208 [=========>....................] - ETA: 1:57:56 - loss: 0.3024 - accuracy: 0.8863
 418/1208 [=========>....................] - ETA: 1:57:47 - loss: 0.3028 - accuracy: 0.8861
 419/1208 [=========>....................] - ETA: 1:57:38 - loss: 0.3025 - accuracy: 0.8861
 420/1208 [=========>....................] - ETA: 1:57:30 - loss: 0.3022 - accuracy: 0.8862
 421/1208 [=========>....................] - ETA: 1:57:21 - loss: 0.3019 - accuracy: 0.8863
 422/1208 [=========>....................] - ETA: 1:57:13 - loss: 0.3019 - accuracy: 0.8862
 423/1208 [=========>....................] - ETA: 1:57:05 - loss: 0.3018 - accuracy: 0.8863
 424/1208 [=========>....................] - ETA: 1:56:57 - loss: 0.3018 - accuracy: 0.8863
 425/1208 [=========>....................] - ETA: 1:56:48 - loss: 0.3021 - accuracy: 0.8861
 426/1208 [=========>....................] - ETA: 1:56:39 - loss: 0.3017 - accuracy: 0.8863
 427/1208 [=========>....................] - ETA: 1:56:32 - loss: 0.3016 - accuracy: 0.8862
 428/1208 [=========>....................] - ETA: 1:56:23 - loss: 0.3017 - accuracy: 0.8862
 429/1208 [=========>....................] - ETA: 1:56:15 - loss: 0.3014 - accuracy: 0.8864
 430/1208 [=========>....................] - ETA: 1:56:07 - loss: 0.3014 - accuracy: 0.8864
 431/1208 [=========>....................] - ETA: 1:56:00 - loss: 0.3015 - accuracy: 0.8863
 432/1208 [=========>....................] - ETA: 1:55:52 - loss: 0.3017 - accuracy: 0.8862
 433/1208 [=========>....................] - ETA: 1:55:44 - loss: 0.3016 - accuracy: 0.8863
 434/1208 [=========>....................] - ETA: 1:55:34 - loss: 0.3016 - accuracy: 0.8861
 435/1208 [=========>....................] - ETA: 1:55:24 - loss: 0.3017 - accuracy: 0.8862
 436/1208 [=========>....................] - ETA: 1:55:16 - loss: 0.3016 - accuracy: 0.8861
 437/1208 [=========>....................] - ETA: 1:55:08 - loss: 0.3016 - accuracy: 0.8861
 438/1208 [=========>....................] - ETA: 1:54:59 - loss: 0.3016 - accuracy: 0.8862
 439/1208 [=========>....................] - ETA: 1:54:49 - loss: 0.3019 - accuracy: 0.8861
 440/1208 [=========>....................] - ETA: 1:54:40 - loss: 0.3025 - accuracy: 0.8858
 441/1208 [=========>....................] - ETA: 1:54:31 - loss: 0.3026 - accuracy: 0.8857
 442/1208 [=========>....................] - ETA: 1:54:21 - loss: 0.3027 - accuracy: 0.8858
 443/1208 [==========>...................] - ETA: 1:54:11 - loss: 0.3026 - accuracy: 0.8858
 444/1208 [==========>...................] - ETA: 1:54:00 - loss: 0.3024 - accuracy: 0.8859
 445/1208 [==========>...................] - ETA: 1:53:50 - loss: 0.3027 - accuracy: 0.8857
 446/1208 [==========>...................] - ETA: 1:53:39 - loss: 0.3025 - accuracy: 0.8859
 447/1208 [==========>...................] - ETA: 1:53:28 - loss: 0.3024 - accuracy: 0.8859
 448/1208 [==========>...................] - ETA: 1:53:17 - loss: 0.3031 - accuracy: 0.8856
 449/1208 [==========>...................] - ETA: 1:53:06 - loss: 0.3032 - accuracy: 0.8856
 450/1208 [==========>...................] - ETA: 1:52:55 - loss: 0.3033 - accuracy: 0.8857
 451/1208 [==========>...................] - ETA: 1:52:45 - loss: 0.3033 - accuracy: 0.8857
 452/1208 [==========>...................] - ETA: 1:52:35 - loss: 0.3037 - accuracy: 0.8856
 453/1208 [==========>...................] - ETA: 1:52:24 - loss: 0.3035 - accuracy: 0.8857
 454/1208 [==========>...................] - ETA: 1:52:14 - loss: 0.3035 - accuracy: 0.8856
 455/1208 [==========>...................] - ETA: 1:52:03 - loss: 0.3035 - accuracy: 0.8856
 456/1208 [==========>...................] - ETA: 1:51:53 - loss: 0.3035 - accuracy: 0.8856
 457/1208 [==========>...................] - ETA: 1:51:43 - loss: 0.3033 - accuracy: 0.8856
 458/1208 [==========>...................] - ETA: 1:51:33 - loss: 0.3033 - accuracy: 0.8856
 459/1208 [==========>...................] - ETA: 1:51:23 - loss: 0.3032 - accuracy: 0.8857
 460/1208 [==========>...................] - ETA: 1:51:14 - loss: 0.3033 - accuracy: 0.8856
 461/1208 [==========>...................] - ETA: 1:51:04 - loss: 0.3032 - accuracy: 0.8856
 462/1208 [==========>...................] - ETA: 1:50:53 - loss: 0.3033 - accuracy: 0.8857
 463/1208 [==========>...................] - ETA: 1:50:44 - loss: 0.3031 - accuracy: 0.8858
 464/1208 [==========>...................] - ETA: 1:50:35 - loss: 0.3033 - accuracy: 0.8857
 465/1208 [==========>...................] - ETA: 1:50:26 - loss: 0.3032 - accuracy: 0.8857
 466/1208 [==========>...................] - ETA: 1:50:15 - loss: 0.3030 - accuracy: 0.8858
 467/1208 [==========>...................] - ETA: 1:50:06 - loss: 0.3029 - accuracy: 0.8859
 468/1208 [==========>...................] - ETA: 1:49:57 - loss: 0.3027 - accuracy: 0.8861
 469/1208 [==========>...................] - ETA: 1:49:47 - loss: 0.3027 - accuracy: 0.8861
 470/1208 [==========>...................] - ETA: 1:49:38 - loss: 0.3028 - accuracy: 0.8861
 471/1208 [==========>...................] - ETA: 1:49:29 - loss: 0.3027 - accuracy: 0.8861
 472/1208 [==========>...................] - ETA: 1:49:20 - loss: 0.3025 - accuracy: 0.8862
 473/1208 [==========>...................] - ETA: 1:49:12 - loss: 0.3026 - accuracy: 0.8862
 474/1208 [==========>...................] - ETA: 1:49:04 - loss: 0.3027 - accuracy: 0.8861
 475/1208 [==========>...................] - ETA: 1:48:55 - loss: 0.3026 - accuracy: 0.8861
 476/1208 [==========>...................] - ETA: 1:48:48 - loss: 0.3028 - accuracy: 0.8861
 477/1208 [==========>...................] - ETA: 1:48:40 - loss: 0.3025 - accuracy: 0.8863
 478/1208 [==========>...................] - ETA: 1:48:32 - loss: 0.3024 - accuracy: 0.8863
 479/1208 [==========>...................] - ETA: 1:48:24 - loss: 0.3024 - accuracy: 0.8863
 480/1208 [==========>...................] - ETA: 1:48:17 - loss: 0.3022 - accuracy: 0.8864
 481/1208 [==========>...................] - ETA: 1:48:08 - loss: 0.3022 - accuracy: 0.8864
 482/1208 [==========>...................] - ETA: 1:48:00 - loss: 0.3021 - accuracy: 0.8864
 483/1208 [==========>...................] - ETA: 1:47:51 - loss: 0.3021 - accuracy: 0.8864
 484/1208 [===========>..................] - ETA: 1:47:42 - loss: 0.3023 - accuracy: 0.8863
 485/1208 [===========>..................] - ETA: 1:47:33 - loss: 0.3021 - accuracy: 0.8865
 486/1208 [===========>..................] - ETA: 1:47:25 - loss: 0.3022 - accuracy: 0.8864
 487/1208 [===========>..................] - ETA: 1:47:16 - loss: 0.3019 - accuracy: 0.8865
 488/1208 [===========>..................] - ETA: 1:47:06 - loss: 0.3019 - accuracy: 0.8864
 489/1208 [===========>..................] - ETA: 1:46:57 - loss: 0.3020 - accuracy: 0.8864
 490/1208 [===========>..................] - ETA: 1:46:48 - loss: 0.3019 - accuracy: 0.8864
 491/1208 [===========>..................] - ETA: 1:46:39 - loss: 0.3020 - accuracy: 0.8865
 492/1208 [===========>..................] - ETA: 1:46:31 - loss: 0.3019 - accuracy: 0.8865
 493/1208 [===========>..................] - ETA: 1:46:23 - loss: 0.3019 - accuracy: 0.8865
 494/1208 [===========>..................] - ETA: 1:46:13 - loss: 0.3019 - accuracy: 0.8865
 495/1208 [===========>..................] - ETA: 1:46:04 - loss: 0.3020 - accuracy: 0.8864
 496/1208 [===========>..................] - ETA: 1:45:55 - loss: 0.3020 - accuracy: 0.8864
 497/1208 [===========>..................] - ETA: 1:45:46 - loss: 0.3022 - accuracy: 0.8863
 498/1208 [===========>..................] - ETA: 1:45:37 - loss: 0.3023 - accuracy: 0.8863
 499/1208 [===========>..................] - ETA: 1:45:28 - loss: 0.3024 - accuracy: 0.8864
 500/1208 [===========>..................] - ETA: 1:45:19 - loss: 0.3023 - accuracy: 0.8864
 501/1208 [===========>..................] - ETA: 1:45:11 - loss: 0.3022 - accuracy: 0.8865
 502/1208 [===========>..................] - ETA: 1:45:02 - loss: 0.3026 - accuracy: 0.8863
 503/1208 [===========>..................] - ETA: 1:44:54 - loss: 0.3025 - accuracy: 0.8864
 504/1208 [===========>..................] - ETA: 1:44:44 - loss: 0.3025 - accuracy: 0.8864
 505/1208 [===========>..................] - ETA: 1:44:36 - loss: 0.3026 - accuracy: 0.8864
 506/1208 [===========>..................] - ETA: 1:44:27 - loss: 0.3024 - accuracy: 0.8864
 507/1208 [===========>..................] - ETA: 1:44:19 - loss: 0.3025 - accuracy: 0.8864
 508/1208 [===========>..................] - ETA: 1:44:11 - loss: 0.3024 - accuracy: 0.8864
 509/1208 [===========>..................] - ETA: 1:44:02 - loss: 0.3028 - accuracy: 0.8863
 510/1208 [===========>..................] - ETA: 1:43:53 - loss: 0.3029 - accuracy: 0.8862
 511/1208 [===========>..................] - ETA: 1:43:45 - loss: 0.3028 - accuracy: 0.8863
 512/1208 [===========>..................] - ETA: 1:43:36 - loss: 0.3026 - accuracy: 0.8864
 513/1208 [===========>..................] - ETA: 1:43:26 - loss: 0.3025 - accuracy: 0.8864
 514/1208 [===========>..................] - ETA: 1:43:19 - loss: 0.3027 - accuracy: 0.8864
 515/1208 [===========>..................] - ETA: 1:43:10 - loss: 0.3027 - accuracy: 0.8864
 516/1208 [===========>..................] - ETA: 1:43:02 - loss: 0.3025 - accuracy: 0.8865
 517/1208 [===========>..................] - ETA: 1:42:54 - loss: 0.3025 - accuracy: 0.8865
 518/1208 [===========>..................] - ETA: 1:42:45 - loss: 0.3023 - accuracy: 0.8866
 519/1208 [===========>..................] - ETA: 1:42:36 - loss: 0.3025 - accuracy: 0.8864
 520/1208 [===========>..................] - ETA: 1:42:28 - loss: 0.3028 - accuracy: 0.8864
 521/1208 [===========>..................] - ETA: 1:42:20 - loss: 0.3030 - accuracy: 0.8863
 522/1208 [===========>..................] - ETA: 1:42:12 - loss: 0.3033 - accuracy: 0.8862
 523/1208 [===========>..................] - ETA: 1:42:05 - loss: 0.3035 - accuracy: 0.8861
 524/1208 [============>.................] - ETA: 1:41:57 - loss: 0.3035 - accuracy: 0.8861
 525/1208 [============>.................] - ETA: 1:41:49 - loss: 0.3036 - accuracy: 0.8861
 526/1208 [============>.................] - ETA: 1:41:41 - loss: 0.3035 - accuracy: 0.8862
 527/1208 [============>.................] - ETA: 1:41:31 - loss: 0.3036 - accuracy: 0.8861
 528/1208 [============>.................] - ETA: 1:41:23 - loss: 0.3035 - accuracy: 0.8861
 529/1208 [============>.................] - ETA: 1:41:15 - loss: 0.3038 - accuracy: 0.8860
 530/1208 [============>.................] - ETA: 1:41:07 - loss: 0.3040 - accuracy: 0.8858
 531/1208 [============>.................] - ETA: 1:40:59 - loss: 0.3041 - accuracy: 0.8858
 532/1208 [============>.................] - ETA: 1:40:51 - loss: 0.3039 - accuracy: 0.8860
 533/1208 [============>.................] - ETA: 1:40:42 - loss: 0.3037 - accuracy: 0.8860
 534/1208 [============>.................] - ETA: 1:40:34 - loss: 0.3039 - accuracy: 0.8859
 535/1208 [============>.................] - ETA: 1:40:25 - loss: 0.3040 - accuracy: 0.8860
 536/1208 [============>.................] - ETA: 1:40:16 - loss: 0.3039 - accuracy: 0.8860
 537/1208 [============>.................] - ETA: 1:40:06 - loss: 0.3038 - accuracy: 0.8861
 538/1208 [============>.................] - ETA: 1:39:58 - loss: 0.3039 - accuracy: 0.8860
 539/1208 [============>.................] - ETA: 1:39:49 - loss: 0.3037 - accuracy: 0.8861
 540/1208 [============>.................] - ETA: 1:39:41 - loss: 0.3037 - accuracy: 0.8860
 541/1208 [============>.................] - ETA: 1:39:32 - loss: 0.3036 - accuracy: 0.8861
 542/1208 [============>.................] - ETA: 1:39:23 - loss: 0.3036 - accuracy: 0.8860
 543/1208 [============>.................] - ETA: 1:39:14 - loss: 0.3036 - accuracy: 0.8861
 544/1208 [============>.................] - ETA: 1:39:05 - loss: 0.3037 - accuracy: 0.8860
 545/1208 [============>.................] - ETA: 1:38:55 - loss: 0.3036 - accuracy: 0.8861
 546/1208 [============>.................] - ETA: 1:38:46 - loss: 0.3035 - accuracy: 0.8862
 547/1208 [============>.................] - ETA: 1:38:38 - loss: 0.3035 - accuracy: 0.8862
 548/1208 [============>.................] - ETA: 1:38:29 - loss: 0.3033 - accuracy: 0.8863
 549/1208 [============>.................] - ETA: 1:38:20 - loss: 0.3031 - accuracy: 0.8863
 550/1208 [============>.................] - ETA: 1:38:11 - loss: 0.3032 - accuracy: 0.8863
 551/1208 [============>.................] - ETA: 1:38:01 - loss: 0.3033 - accuracy: 0.8863
 552/1208 [============>.................] - ETA: 1:37:53 - loss: 0.3034 - accuracy: 0.8863
 553/1208 [============>.................] - ETA: 1:37:44 - loss: 0.3036 - accuracy: 0.8862
 554/1208 [============>.................] - ETA: 1:37:35 - loss: 0.3036 - accuracy: 0.8862
 555/1208 [============>.................] - ETA: 1:37:26 - loss: 0.3035 - accuracy: 0.8862
 556/1208 [============>.................] - ETA: 1:37:17 - loss: 0.3033 - accuracy: 0.8863
 557/1208 [============>.................] - ETA: 1:37:07 - loss: 0.3034 - accuracy: 0.8862
 558/1208 [============>.................] - ETA: 1:36:57 - loss: 0.3032 - accuracy: 0.8863
 559/1208 [============>.................] - ETA: 1:36:48 - loss: 0.3033 - accuracy: 0.8862
 560/1208 [============>.................] - ETA: 1:36:37 - loss: 0.3031 - accuracy: 0.8864
 561/1208 [============>.................] - ETA: 1:36:28 - loss: 0.3031 - accuracy: 0.8863
 562/1208 [============>.................] - ETA: 1:36:19 - loss: 0.3031 - accuracy: 0.8862
 563/1208 [============>.................] - ETA: 1:36:09 - loss: 0.3031 - accuracy: 0.8862
 564/1208 [=============>................] - ETA: 1:36:00 - loss: 0.3032 - accuracy: 0.8862
 565/1208 [=============>................] - ETA: 1:35:50 - loss: 0.3033 - accuracy: 0.8861
 566/1208 [=============>................] - ETA: 1:35:41 - loss: 0.3032 - accuracy: 0.8862
 567/1208 [=============>................] - ETA: 1:35:32 - loss: 0.3034 - accuracy: 0.8862
 568/1208 [=============>................] - ETA: 1:35:23 - loss: 0.3035 - accuracy: 0.8861
 569/1208 [=============>................] - ETA: 1:35:13 - loss: 0.3034 - accuracy: 0.8861
 570/1208 [=============>................] - ETA: 1:35:03 - loss: 0.3035 - accuracy: 0.8861
 571/1208 [=============>................] - ETA: 1:34:54 - loss: 0.3037 - accuracy: 0.8861
 572/1208 [=============>................] - ETA: 1:34:45 - loss: 0.3036 - accuracy: 0.8861
 573/1208 [=============>................] - ETA: 1:34:36 - loss: 0.3034 - accuracy: 0.8861
 574/1208 [=============>................] - ETA: 1:34:26 - loss: 0.3035 - accuracy: 0.8861
 575/1208 [=============>................] - ETA: 1:34:17 - loss: 0.3036 - accuracy: 0.8861
 576/1208 [=============>................] - ETA: 1:34:07 - loss: 0.3037 - accuracy: 0.8860
 577/1208 [=============>................] - ETA: 1:33:58 - loss: 0.3038 - accuracy: 0.8860
 578/1208 [=============>................] - ETA: 1:33:49 - loss: 0.3037 - accuracy: 0.8860
 579/1208 [=============>................] - ETA: 1:33:39 - loss: 0.3035 - accuracy: 0.8861
 580/1208 [=============>................] - ETA: 1:33:29 - loss: 0.3035 - accuracy: 0.8861
 581/1208 [=============>................] - ETA: 1:33:20 - loss: 0.3034 - accuracy: 0.8862
 582/1208 [=============>................] - ETA: 1:33:10 - loss: 0.3034 - accuracy: 0.8862
 583/1208 [=============>................] - ETA: 1:33:01 - loss: 0.3035 - accuracy: 0.8862
 584/1208 [=============>................] - ETA: 1:32:51 - loss: 0.3036 - accuracy: 0.8862
 585/1208 [=============>................] - ETA: 1:32:42 - loss: 0.3034 - accuracy: 0.8862
 586/1208 [=============>................] - ETA: 1:32:33 - loss: 0.3034 - accuracy: 0.8863
 587/1208 [=============>................] - ETA: 1:32:23 - loss: 0.3033 - accuracy: 0.8863
 588/1208 [=============>................] - ETA: 1:32:14 - loss: 0.3032 - accuracy: 0.8864
 589/1208 [=============>................] - ETA: 1:32:05 - loss: 0.3031 - accuracy: 0.8865
 590/1208 [=============>................] - ETA: 1:31:56 - loss: 0.3030 - accuracy: 0.8865
 591/1208 [=============>................] - ETA: 1:31:47 - loss: 0.3029 - accuracy: 0.8865
 592/1208 [=============>................] - ETA: 1:31:38 - loss: 0.3029 - accuracy: 0.8864
 593/1208 [=============>................] - ETA: 1:31:29 - loss: 0.3029 - accuracy: 0.8864
 594/1208 [=============>................] - ETA: 1:31:21 - loss: 0.3026 - accuracy: 0.8865
 595/1208 [=============>................] - ETA: 1:31:12 - loss: 0.3026 - accuracy: 0.8864
 596/1208 [=============>................] - ETA: 1:31:03 - loss: 0.3028 - accuracy: 0.8864
 597/1208 [=============>................] - ETA: 1:30:55 - loss: 0.3026 - accuracy: 0.8865
 598/1208 [=============>................] - ETA: 1:30:45 - loss: 0.3029 - accuracy: 0.8863
 599/1208 [=============>................] - ETA: 1:30:36 - loss: 0.3028 - accuracy: 0.8864
 600/1208 [=============>................] - ETA: 1:30:27 - loss: 0.3028 - accuracy: 0.8864
 601/1208 [=============>................] - ETA: 1:30:19 - loss: 0.3029 - accuracy: 0.8863
 602/1208 [=============>................] - ETA: 1:30:10 - loss: 0.3028 - accuracy: 0.8863
 603/1208 [=============>................] - ETA: 1:30:01 - loss: 0.3027 - accuracy: 0.8864
 604/1208 [==============>...............] - ETA: 1:29:53 - loss: 0.3029 - accuracy: 0.8863
 605/1208 [==============>...............] - ETA: 1:29:44 - loss: 0.3028 - accuracy: 0.8863
 606/1208 [==============>...............] - ETA: 1:29:36 - loss: 0.3029 - accuracy: 0.8862
 607/1208 [==============>...............] - ETA: 1:29:27 - loss: 0.3031 - accuracy: 0.8862
 608/1208 [==============>...............] - ETA: 1:29:19 - loss: 0.3030 - accuracy: 0.8862
 609/1208 [==============>...............] - ETA: 1:29:10 - loss: 0.3030 - accuracy: 0.8863
 610/1208 [==============>...............] - ETA: 1:29:02 - loss: 0.3033 - accuracy: 0.8862
 611/1208 [==============>...............] - ETA: 1:28:53 - loss: 0.3032 - accuracy: 0.8862
 612/1208 [==============>...............] - ETA: 1:28:45 - loss: 0.3031 - accuracy: 0.8862
 613/1208 [==============>...............] - ETA: 1:28:36 - loss: 0.3030 - accuracy: 0.8863
 614/1208 [==============>...............] - ETA: 1:28:27 - loss: 0.3030 - accuracy: 0.8863
 615/1208 [==============>...............] - ETA: 1:28:19 - loss: 0.3030 - accuracy: 0.8863
 616/1208 [==============>...............] - ETA: 1:28:10 - loss: 0.3029 - accuracy: 0.8863
 617/1208 [==============>...............] - ETA: 1:28:01 - loss: 0.3031 - accuracy: 0.8862
 618/1208 [==============>...............] - ETA: 1:27:53 - loss: 0.3031 - accuracy: 0.8862
 619/1208 [==============>...............] - ETA: 1:27:44 - loss: 0.3031 - accuracy: 0.8863
 620/1208 [==============>...............] - ETA: 1:27:35 - loss: 0.3031 - accuracy: 0.8862
 621/1208 [==============>...............] - ETA: 1:27:26 - loss: 0.3032 - accuracy: 0.8862
 622/1208 [==============>...............] - ETA: 1:27:17 - loss: 0.3034 - accuracy: 0.8862
 623/1208 [==============>...............] - ETA: 1:27:08 - loss: 0.3033 - accuracy: 0.8862
 624/1208 [==============>...............] - ETA: 1:26:59 - loss: 0.3032 - accuracy: 0.8862
 625/1208 [==============>...............] - ETA: 1:26:50 - loss: 0.3031 - accuracy: 0.8862
 626/1208 [==============>...............] - ETA: 1:26:42 - loss: 0.3031 - accuracy: 0.8862
 627/1208 [==============>...............] - ETA: 1:26:33 - loss: 0.3034 - accuracy: 0.8860
 628/1208 [==============>...............] - ETA: 1:26:23 - loss: 0.3035 - accuracy: 0.8860
 629/1208 [==============>...............] - ETA: 1:26:14 - loss: 0.3038 - accuracy: 0.8859
 630/1208 [==============>...............] - ETA: 1:26:05 - loss: 0.3037 - accuracy: 0.8859
 631/1208 [==============>...............] - ETA: 1:25:56 - loss: 0.3037 - accuracy: 0.8859
 632/1208 [==============>...............] - ETA: 1:25:48 - loss: 0.3037 - accuracy: 0.8859
 633/1208 [==============>...............] - ETA: 1:25:39 - loss: 0.3038 - accuracy: 0.8859
 634/1208 [==============>...............] - ETA: 1:25:29 - loss: 0.3040 - accuracy: 0.8859
 635/1208 [==============>...............] - ETA: 1:25:20 - loss: 0.3040 - accuracy: 0.8859
 636/1208 [==============>...............] - ETA: 1:25:11 - loss: 0.3042 - accuracy: 0.8858
 637/1208 [==============>...............] - ETA: 1:25:01 - loss: 0.3041 - accuracy: 0.8858
 638/1208 [==============>...............] - ETA: 1:24:52 - loss: 0.3042 - accuracy: 0.8858
 639/1208 [==============>...............] - ETA: 1:24:43 - loss: 0.3041 - accuracy: 0.8858
 640/1208 [==============>...............] - ETA: 1:24:34 - loss: 0.3044 - accuracy: 0.8857
 641/1208 [==============>...............] - ETA: 1:24:24 - loss: 0.3046 - accuracy: 0.8856
 642/1208 [==============>...............] - ETA: 1:24:15 - loss: 0.3044 - accuracy: 0.8858
 643/1208 [==============>...............] - ETA: 1:24:05 - loss: 0.3043 - accuracy: 0.8858
 644/1208 [==============>...............] - ETA: 1:23:56 - loss: 0.3043 - accuracy: 0.8858
 645/1208 [===============>..............] - ETA: 1:23:47 - loss: 0.3043 - accuracy: 0.8858
 646/1208 [===============>..............] - ETA: 1:23:37 - loss: 0.3043 - accuracy: 0.8858
 647/1208 [===============>..............] - ETA: 1:23:28 - loss: 0.3044 - accuracy: 0.8857
 648/1208 [===============>..............] - ETA: 1:23:18 - loss: 0.3045 - accuracy: 0.8857
 649/1208 [===============>..............] - ETA: 1:23:09 - loss: 0.3049 - accuracy: 0.8856
 650/1208 [===============>..............] - ETA: 1:22:59 - loss: 0.3050 - accuracy: 0.8855
 651/1208 [===============>..............] - ETA: 1:22:50 - loss: 0.3051 - accuracy: 0.8855
 652/1208 [===============>..............] - ETA: 1:22:41 - loss: 0.3053 - accuracy: 0.8855
 653/1208 [===============>..............] - ETA: 1:22:31 - loss: 0.3053 - accuracy: 0.8855
 654/1208 [===============>..............] - ETA: 1:22:22 - loss: 0.3055 - accuracy: 0.8853
 655/1208 [===============>..............] - ETA: 1:22:13 - loss: 0.3055 - accuracy: 0.8853
 656/1208 [===============>..............] - ETA: 1:22:04 - loss: 0.3053 - accuracy: 0.8854
 657/1208 [===============>..............] - ETA: 1:21:55 - loss: 0.3053 - accuracy: 0.8854
 658/1208 [===============>..............] - ETA: 1:21:46 - loss: 0.3052 - accuracy: 0.8855
 659/1208 [===============>..............] - ETA: 1:21:37 - loss: 0.3054 - accuracy: 0.8854
 660/1208 [===============>..............] - ETA: 1:21:28 - loss: 0.3054 - accuracy: 0.8853
 661/1208 [===============>..............] - ETA: 1:21:18 - loss: 0.3052 - accuracy: 0.8854
 662/1208 [===============>..............] - ETA: 1:21:09 - loss: 0.3051 - accuracy: 0.8855
 663/1208 [===============>..............] - ETA: 1:21:01 - loss: 0.3054 - accuracy: 0.8854
 664/1208 [===============>..............] - ETA: 1:20:51 - loss: 0.3054 - accuracy: 0.8855
 665/1208 [===============>..............] - ETA: 1:20:42 - loss: 0.3054 - accuracy: 0.8854
 666/1208 [===============>..............] - ETA: 1:20:34 - loss: 0.3053 - accuracy: 0.8855
 667/1208 [===============>..............] - ETA: 1:20:25 - loss: 0.3053 - accuracy: 0.8855
 668/1208 [===============>..............] - ETA: 1:20:16 - loss: 0.3053 - accuracy: 0.8855
 669/1208 [===============>..............] - ETA: 1:20:07 - loss: 0.3055 - accuracy: 0.8855
 670/1208 [===============>..............] - ETA: 1:19:58 - loss: 0.3057 - accuracy: 0.8854
 671/1208 [===============>..............] - ETA: 1:19:49 - loss: 0.3056 - accuracy: 0.8855
 672/1208 [===============>..............] - ETA: 1:19:39 - loss: 0.3057 - accuracy: 0.8855
 673/1208 [===============>..............] - ETA: 1:19:30 - loss: 0.3056 - accuracy: 0.8855
 674/1208 [===============>..............] - ETA: 1:19:20 - loss: 0.3058 - accuracy: 0.8854
 675/1208 [===============>..............] - ETA: 1:19:10 - loss: 0.3057 - accuracy: 0.8855
 676/1208 [===============>..............] - ETA: 1:19:01 - loss: 0.3059 - accuracy: 0.8853
 677/1208 [===============>..............] - ETA: 1:18:51 - loss: 0.3059 - accuracy: 0.8853
 678/1208 [===============>..............] - ETA: 1:18:41 - loss: 0.3058 - accuracy: 0.8853
 679/1208 [===============>..............] - ETA: 1:18:32 - loss: 0.3057 - accuracy: 0.8854
 680/1208 [===============>..............] - ETA: 1:18:22 - loss: 0.3057 - accuracy: 0.8854
 681/1208 [===============>..............] - ETA: 1:18:13 - loss: 0.3055 - accuracy: 0.8855
 682/1208 [===============>..............] - ETA: 1:18:03 - loss: 0.3055 - accuracy: 0.8855
 683/1208 [===============>..............] - ETA: 1:17:53 - loss: 0.3054 - accuracy: 0.8855
 684/1208 [===============>..............] - ETA: 1:17:44 - loss: 0.3053 - accuracy: 0.8856
 685/1208 [================>.............] - ETA: 1:17:34 - loss: 0.3054 - accuracy: 0.8856
 686/1208 [================>.............] - ETA: 1:17:24 - loss: 0.3057 - accuracy: 0.8855
 687/1208 [================>.............] - ETA: 1:17:14 - loss: 0.3058 - accuracy: 0.8854
 688/1208 [================>.............] - ETA: 1:17:04 - loss: 0.3058 - accuracy: 0.8854
 689/1208 [================>.............] - ETA: 1:16:54 - loss: 0.3058 - accuracy: 0.8854
 690/1208 [================>.............] - ETA: 1:16:44 - loss: 0.3060 - accuracy: 0.8853
 691/1208 [================>.............] - ETA: 1:16:34 - loss: 0.3059 - accuracy: 0.8854
 692/1208 [================>.............] - ETA: 1:16:24 - loss: 0.3060 - accuracy: 0.8853
 693/1208 [================>.............] - ETA: 1:16:15 - loss: 0.3059 - accuracy: 0.8853
 694/1208 [================>.............] - ETA: 1:16:05 - loss: 0.3059 - accuracy: 0.8853
 695/1208 [================>.............] - ETA: 1:15:55 - loss: 0.3059 - accuracy: 0.8853
 696/1208 [================>.............] - ETA: 1:15:45 - loss: 0.3059 - accuracy: 0.8853
 697/1208 [================>.............] - ETA: 1:15:35 - loss: 0.3062 - accuracy: 0.8852
 698/1208 [================>.............] - ETA: 1:15:25 - loss: 0.3064 - accuracy: 0.8852
 699/1208 [================>.............] - ETA: 1:15:16 - loss: 0.3063 - accuracy: 0.8853
 700/1208 [================>.............] - ETA: 1:15:06 - loss: 0.3063 - accuracy: 0.8852
 701/1208 [================>.............] - ETA: 1:14:57 - loss: 0.3063 - accuracy: 0.8853
 702/1208 [================>.............] - ETA: 1:14:48 - loss: 0.3063 - accuracy: 0.8852
 703/1208 [================>.............] - ETA: 1:14:39 - loss: 0.3064 - accuracy: 0.8852
 704/1208 [================>.............] - ETA: 1:14:31 - loss: 0.3063 - accuracy: 0.8852
 705/1208 [================>.............] - ETA: 1:14:21 - loss: 0.3062 - accuracy: 0.8853
 706/1208 [================>.............] - ETA: 1:14:12 - loss: 0.3061 - accuracy: 0.8853
 707/1208 [================>.............] - ETA: 1:14:03 - loss: 0.3061 - accuracy: 0.8853
 708/1208 [================>.............] - ETA: 1:13:55 - loss: 0.3061 - accuracy: 0.8853
 709/1208 [================>.............] - ETA: 1:13:46 - loss: 0.3060 - accuracy: 0.8853
 710/1208 [================>.............] - ETA: 1:13:37 - loss: 0.3061 - accuracy: 0.8853
 711/1208 [================>.............] - ETA: 1:13:28 - loss: 0.3061 - accuracy: 0.8853
 712/1208 [================>.............] - ETA: 1:13:20 - loss: 0.3061 - accuracy: 0.8853
 713/1208 [================>.............] - ETA: 1:13:11 - loss: 0.3061 - accuracy: 0.8853
 714/1208 [================>.............] - ETA: 1:13:02 - loss: 0.3062 - accuracy: 0.8854
 715/1208 [================>.............] - ETA: 1:12:53 - loss: 0.3062 - accuracy: 0.8854
 716/1208 [================>.............] - ETA: 1:12:45 - loss: 0.3063 - accuracy: 0.8853
 717/1208 [================>.............] - ETA: 1:12:36 - loss: 0.3063 - accuracy: 0.8853
 718/1208 [================>.............] - ETA: 1:12:27 - loss: 0.3062 - accuracy: 0.8853
 719/1208 [================>.............] - ETA: 1:12:18 - loss: 0.3065 - accuracy: 0.8851
 720/1208 [================>.............] - ETA: 1:12:09 - loss: 0.3065 - accuracy: 0.8852
 721/1208 [================>.............] - ETA: 1:12:00 - loss: 0.3063 - accuracy: 0.8852
 722/1208 [================>.............] - ETA: 1:11:51 - loss: 0.3061 - accuracy: 0.8853
 723/1208 [================>.............] - ETA: 1:11:42 - loss: 0.3060 - accuracy: 0.8854
 724/1208 [================>.............] - ETA: 1:11:33 - loss: 0.3059 - accuracy: 0.8854
 725/1208 [=================>............] - ETA: 1:11:24 - loss: 0.3060 - accuracy: 0.8854
 726/1208 [=================>............] - ETA: 1:11:15 - loss: 0.3059 - accuracy: 0.8854
 727/1208 [=================>............] - ETA: 1:11:07 - loss: 0.3058 - accuracy: 0.8854
 728/1208 [=================>............] - ETA: 1:10:58 - loss: 0.3060 - accuracy: 0.8853
 729/1208 [=================>............] - ETA: 1:10:49 - loss: 0.3060 - accuracy: 0.8853
 730/1208 [=================>............] - ETA: 1:10:40 - loss: 0.3059 - accuracy: 0.8854
 731/1208 [=================>............] - ETA: 1:10:31 - loss: 0.3060 - accuracy: 0.8854
 732/1208 [=================>............] - ETA: 1:10:22 - loss: 0.3059 - accuracy: 0.8854
 733/1208 [=================>............] - ETA: 1:10:13 - loss: 0.3060 - accuracy: 0.8854
 734/1208 [=================>............] - ETA: 1:10:04 - loss: 0.3060 - accuracy: 0.8854
 735/1208 [=================>............] - ETA: 1:09:55 - loss: 0.3060 - accuracy: 0.8854
 736/1208 [=================>............] - ETA: 1:09:46 - loss: 0.3060 - accuracy: 0.8854
 737/1208 [=================>............] - ETA: 1:09:37 - loss: 0.3062 - accuracy: 0.8853
 738/1208 [=================>............] - ETA: 1:09:28 - loss: 0.3060 - accuracy: 0.8854
 739/1208 [=================>............] - ETA: 1:09:19 - loss: 0.3061 - accuracy: 0.8854
 740/1208 [=================>............] - ETA: 1:09:10 - loss: 0.3061 - accuracy: 0.8854
 741/1208 [=================>............] - ETA: 1:09:01 - loss: 0.3061 - accuracy: 0.8854
 742/1208 [=================>............] - ETA: 1:08:52 - loss: 0.3063 - accuracy: 0.8854
 743/1208 [=================>............] - ETA: 1:08:43 - loss: 0.3063 - accuracy: 0.8854
 744/1208 [=================>............] - ETA: 1:08:33 - loss: 0.3061 - accuracy: 0.8855
 745/1208 [=================>............] - ETA: 1:08:24 - loss: 0.3064 - accuracy: 0.8853
 746/1208 [=================>............] - ETA: 1:08:16 - loss: 0.3064 - accuracy: 0.8853
 747/1208 [=================>............] - ETA: 1:08:07 - loss: 0.3063 - accuracy: 0.8854
 748/1208 [=================>............] - ETA: 1:07:58 - loss: 0.3063 - accuracy: 0.8853
 749/1208 [=================>............] - ETA: 1:07:49 - loss: 0.3062 - accuracy: 0.8854
 750/1208 [=================>............] - ETA: 1:07:40 - loss: 0.3063 - accuracy: 0.8853
 751/1208 [=================>............] - ETA: 1:07:31 - loss: 0.3062 - accuracy: 0.8853
 752/1208 [=================>............] - ETA: 1:07:22 - loss: 0.3062 - accuracy: 0.8853
 753/1208 [=================>............] - ETA: 1:07:13 - loss: 0.3063 - accuracy: 0.8853
 754/1208 [=================>............] - ETA: 1:07:04 - loss: 0.3064 - accuracy: 0.8852
 755/1208 [=================>............] - ETA: 1:06:55 - loss: 0.3065 - accuracy: 0.8852
 756/1208 [=================>............] - ETA: 1:06:46 - loss: 0.3064 - accuracy: 0.8851
 757/1208 [=================>............] - ETA: 1:06:38 - loss: 0.3065 - accuracy: 0.8851
 758/1208 [=================>............] - ETA: 1:06:29 - loss: 0.3064 - accuracy: 0.8852
 759/1208 [=================>............] - ETA: 1:06:20 - loss: 0.3065 - accuracy: 0.8852
 760/1208 [=================>............] - ETA: 1:06:11 - loss: 0.3064 - accuracy: 0.8852
 761/1208 [=================>............] - ETA: 1:06:02 - loss: 0.3062 - accuracy: 0.8853
 762/1208 [=================>............] - ETA: 1:05:54 - loss: 0.3062 - accuracy: 0.8853
 763/1208 [=================>............] - ETA: 1:05:45 - loss: 0.3062 - accuracy: 0.8853
 764/1208 [=================>............] - ETA: 1:05:36 - loss: 0.3065 - accuracy: 0.8851
 765/1208 [=================>............] - ETA: 1:05:27 - loss: 0.3066 - accuracy: 0.8849
 766/1208 [==================>...........] - ETA: 1:05:18 - loss: 0.3066 - accuracy: 0.8849
 767/1208 [==================>...........] - ETA: 1:05:09 - loss: 0.3065 - accuracy: 0.8849
 768/1208 [==================>...........] - ETA: 1:05:00 - loss: 0.3063 - accuracy: 0.8850
 769/1208 [==================>...........] - ETA: 1:04:52 - loss: 0.3064 - accuracy: 0.8850
 770/1208 [==================>...........] - ETA: 1:04:42 - loss: 0.3064 - accuracy: 0.8850
 771/1208 [==================>...........] - ETA: 1:04:34 - loss: 0.3065 - accuracy: 0.8849
 772/1208 [==================>...........] - ETA: 1:04:25 - loss: 0.3065 - accuracy: 0.8849
 773/1208 [==================>...........] - ETA: 1:04:16 - loss: 0.3065 - accuracy: 0.8849
 774/1208 [==================>...........] - ETA: 1:04:07 - loss: 0.3063 - accuracy: 0.8851
 775/1208 [==================>...........] - ETA: 1:03:58 - loss: 0.3064 - accuracy: 0.8851
 776/1208 [==================>...........] - ETA: 1:03:50 - loss: 0.3065 - accuracy: 0.8850
 777/1208 [==================>...........] - ETA: 1:03:40 - loss: 0.3066 - accuracy: 0.8850
 778/1208 [==================>...........] - ETA: 1:03:31 - loss: 0.3066 - accuracy: 0.8850
 779/1208 [==================>...........] - ETA: 1:03:23 - loss: 0.3065 - accuracy: 0.8850
 780/1208 [==================>...........] - ETA: 1:03:14 - loss: 0.3066 - accuracy: 0.8850
 781/1208 [==================>...........] - ETA: 1:03:05 - loss: 0.3066 - accuracy: 0.8850
 782/1208 [==================>...........] - ETA: 1:02:56 - loss: 0.3065 - accuracy: 0.8850
 783/1208 [==================>...........] - ETA: 1:02:46 - loss: 0.3064 - accuracy: 0.8851
 784/1208 [==================>...........] - ETA: 1:02:38 - loss: 0.3063 - accuracy: 0.8851
 785/1208 [==================>...........] - ETA: 1:02:29 - loss: 0.3065 - accuracy: 0.8851
 786/1208 [==================>...........] - ETA: 1:02:20 - loss: 0.3066 - accuracy: 0.8850
 787/1208 [==================>...........] - ETA: 1:02:11 - loss: 0.3065 - accuracy: 0.8850
 788/1208 [==================>...........] - ETA: 1:02:01 - loss: 0.3067 - accuracy: 0.8849
 789/1208 [==================>...........] - ETA: 1:01:52 - loss: 0.3067 - accuracy: 0.8849
 790/1208 [==================>...........] - ETA: 1:01:42 - loss: 0.3067 - accuracy: 0.8850
 791/1208 [==================>...........] - ETA: 1:01:33 - loss: 0.3068 - accuracy: 0.8849
 792/1208 [==================>...........] - ETA: 1:01:23 - loss: 0.3067 - accuracy: 0.8850
 793/1208 [==================>...........] - ETA: 1:01:14 - loss: 0.3066 - accuracy: 0.8850
 794/1208 [==================>...........] - ETA: 1:01:04 - loss: 0.3066 - accuracy: 0.8850
 795/1208 [==================>...........] - ETA: 1:00:55 - loss: 0.3067 - accuracy: 0.8850
 796/1208 [==================>...........] - ETA: 1:00:46 - loss: 0.3067 - accuracy: 0.8850
 797/1208 [==================>...........] - ETA: 1:00:37 - loss: 0.3067 - accuracy: 0.8850
 798/1208 [==================>...........] - ETA: 1:00:27 - loss: 0.3066 - accuracy: 0.8850
 799/1208 [==================>...........] - ETA: 1:00:18 - loss: 0.3068 - accuracy: 0.8849
 800/1208 [==================>...........] - ETA: 1:00:08 - loss: 0.3070 - accuracy: 0.8848
 801/1208 [==================>...........] - ETA: 59:59 - loss: 0.3070 - accuracy: 0.8849  
 802/1208 [==================>...........] - ETA: 59:50 - loss: 0.3069 - accuracy: 0.8849
 803/1208 [==================>...........] - ETA: 59:41 - loss: 0.3070 - accuracy: 0.8848
 804/1208 [==================>...........] - ETA: 59:31 - loss: 0.3070 - accuracy: 0.8848
 805/1208 [==================>...........] - ETA: 59:22 - loss: 0.3070 - accuracy: 0.8848
 806/1208 [===================>..........] - ETA: 59:13 - loss: 0.3070 - accuracy: 0.8848
 807/1208 [===================>..........] - ETA: 59:03 - loss: 0.3071 - accuracy: 0.8847
 808/1208 [===================>..........] - ETA: 58:53 - loss: 0.3071 - accuracy: 0.8848
 809/1208 [===================>..........] - ETA: 58:44 - loss: 0.3070 - accuracy: 0.8849
 810/1208 [===================>..........] - ETA: 58:35 - loss: 0.3070 - accuracy: 0.8849
 811/1208 [===================>..........] - ETA: 58:25 - loss: 0.3069 - accuracy: 0.8849
 812/1208 [===================>..........] - ETA: 58:16 - loss: 0.3070 - accuracy: 0.8848
 813/1208 [===================>..........] - ETA: 58:07 - loss: 0.3071 - accuracy: 0.8847
 814/1208 [===================>..........] - ETA: 57:58 - loss: 0.3069 - accuracy: 0.8848
 815/1208 [===================>..........] - ETA: 57:49 - loss: 0.3070 - accuracy: 0.8848
 816/1208 [===================>..........] - ETA: 57:39 - loss: 0.3071 - accuracy: 0.8847
 817/1208 [===================>..........] - ETA: 57:30 - loss: 0.3070 - accuracy: 0.8848
 818/1208 [===================>..........] - ETA: 57:21 - loss: 0.3069 - accuracy: 0.8848
 819/1208 [===================>..........] - ETA: 57:12 - loss: 0.3069 - accuracy: 0.8848
 820/1208 [===================>..........] - ETA: 57:04 - loss: 0.3068 - accuracy: 0.8849
 821/1208 [===================>..........] - ETA: 56:55 - loss: 0.3069 - accuracy: 0.8848
 822/1208 [===================>..........] - ETA: 56:47 - loss: 0.3069 - accuracy: 0.8849
 823/1208 [===================>..........] - ETA: 56:38 - loss: 0.3068 - accuracy: 0.8849
 824/1208 [===================>..........] - ETA: 56:29 - loss: 0.3067 - accuracy: 0.8849
 825/1208 [===================>..........] - ETA: 56:20 - loss: 0.3068 - accuracy: 0.8848
 826/1208 [===================>..........] - ETA: 56:11 - loss: 0.3068 - accuracy: 0.8848
 827/1208 [===================>..........] - ETA: 56:03 - loss: 0.3068 - accuracy: 0.8849
 828/1208 [===================>..........] - ETA: 55:54 - loss: 0.3069 - accuracy: 0.8849
 829/1208 [===================>..........] - ETA: 55:45 - loss: 0.3070 - accuracy: 0.8848
 830/1208 [===================>..........] - ETA: 55:36 - loss: 0.3070 - accuracy: 0.8849
 831/1208 [===================>..........] - ETA: 55:27 - loss: 0.3069 - accuracy: 0.8849
 832/1208 [===================>..........] - ETA: 55:18 - loss: 0.3069 - accuracy: 0.8848
 833/1208 [===================>..........] - ETA: 55:09 - loss: 0.3069 - accuracy: 0.8848
 834/1208 [===================>..........] - ETA: 55:01 - loss: 0.3068 - accuracy: 0.8849
 835/1208 [===================>..........] - ETA: 54:52 - loss: 0.3068 - accuracy: 0.8849
 836/1208 [===================>..........] - ETA: 54:43 - loss: 0.3069 - accuracy: 0.8848
 837/1208 [===================>..........] - ETA: 54:34 - loss: 0.3069 - accuracy: 0.8849
 838/1208 [===================>..........] - ETA: 54:25 - loss: 0.3070 - accuracy: 0.8848
 839/1208 [===================>..........] - ETA: 54:16 - loss: 0.3068 - accuracy: 0.8849
 840/1208 [===================>..........] - ETA: 54:07 - loss: 0.3069 - accuracy: 0.8849
 841/1208 [===================>..........] - ETA: 53:58 - loss: 0.3069 - accuracy: 0.8849
 842/1208 [===================>..........] - ETA: 53:49 - loss: 0.3069 - accuracy: 0.8849
 843/1208 [===================>..........] - ETA: 53:41 - loss: 0.3071 - accuracy: 0.8848
 844/1208 [===================>..........] - ETA: 53:32 - loss: 0.3071 - accuracy: 0.8848
 845/1208 [===================>..........] - ETA: 53:23 - loss: 0.3071 - accuracy: 0.8848
 846/1208 [====================>.........] - ETA: 53:14 - loss: 0.3071 - accuracy: 0.8848
 847/1208 [====================>.........] - ETA: 53:05 - loss: 0.3070 - accuracy: 0.8849
 848/1208 [====================>.........] - ETA: 52:56 - loss: 0.3070 - accuracy: 0.8849
 849/1208 [====================>.........] - ETA: 52:47 - loss: 0.3069 - accuracy: 0.8850
 850/1208 [====================>.........] - ETA: 52:38 - loss: 0.3067 - accuracy: 0.8850
 851/1208 [====================>.........] - ETA: 52:30 - loss: 0.3068 - accuracy: 0.8850
 852/1208 [====================>.........] - ETA: 52:21 - loss: 0.3070 - accuracy: 0.8850
 853/1208 [====================>.........] - ETA: 52:12 - loss: 0.3070 - accuracy: 0.8849
 854/1208 [====================>.........] - ETA: 52:03 - loss: 0.3070 - accuracy: 0.8850
 855/1208 [====================>.........] - ETA: 51:54 - loss: 0.3069 - accuracy: 0.8850
 856/1208 [====================>.........] - ETA: 51:45 - loss: 0.3073 - accuracy: 0.8849
 857/1208 [====================>.........] - ETA: 51:36 - loss: 0.3074 - accuracy: 0.8848
 858/1208 [====================>.........] - ETA: 51:27 - loss: 0.3074 - accuracy: 0.8848
 859/1208 [====================>.........] - ETA: 51:19 - loss: 0.3074 - accuracy: 0.8848
 860/1208 [====================>.........] - ETA: 51:10 - loss: 0.3072 - accuracy: 0.8849
 861/1208 [====================>.........] - ETA: 51:01 - loss: 0.3071 - accuracy: 0.8850
 862/1208 [====================>.........] - ETA: 50:52 - loss: 0.3071 - accuracy: 0.8850
 863/1208 [====================>.........] - ETA: 50:43 - loss: 0.3070 - accuracy: 0.8850
 864/1208 [====================>.........] - ETA: 50:34 - loss: 0.3071 - accuracy: 0.8849
 865/1208 [====================>.........] - ETA: 50:26 - loss: 0.3071 - accuracy: 0.8849
 866/1208 [====================>.........] - ETA: 50:17 - loss: 0.3072 - accuracy: 0.8848
 867/1208 [====================>.........] - ETA: 50:08 - loss: 0.3071 - accuracy: 0.8849
 868/1208 [====================>.........] - ETA: 49:59 - loss: 0.3070 - accuracy: 0.8849
 869/1208 [====================>.........] - ETA: 49:50 - loss: 0.3072 - accuracy: 0.8849
 870/1208 [====================>.........] - ETA: 49:41 - loss: 0.3071 - accuracy: 0.8848
 871/1208 [====================>.........] - ETA: 49:32 - loss: 0.3071 - accuracy: 0.8848
 872/1208 [====================>.........] - ETA: 49:23 - loss: 0.3070 - accuracy: 0.8849
 873/1208 [====================>.........] - ETA: 49:14 - loss: 0.3068 - accuracy: 0.8850
 874/1208 [====================>.........] - ETA: 49:05 - loss: 0.3068 - accuracy: 0.8850
 875/1208 [====================>.........] - ETA: 48:56 - loss: 0.3070 - accuracy: 0.8849
 876/1208 [====================>.........] - ETA: 48:48 - loss: 0.3071 - accuracy: 0.8848
 877/1208 [====================>.........] - ETA: 48:39 - loss: 0.3070 - accuracy: 0.8849
 878/1208 [====================>.........] - ETA: 48:30 - loss: 0.3069 - accuracy: 0.8849
 879/1208 [====================>.........] - ETA: 48:21 - loss: 0.3070 - accuracy: 0.8849
 880/1208 [====================>.........] - ETA: 48:12 - loss: 0.3071 - accuracy: 0.8849
 881/1208 [====================>.........] - ETA: 48:03 - loss: 0.3071 - accuracy: 0.8849
 882/1208 [====================>.........] - ETA: 47:54 - loss: 0.3069 - accuracy: 0.8849
 883/1208 [====================>.........] - ETA: 47:45 - loss: 0.3068 - accuracy: 0.8850
 884/1208 [====================>.........] - ETA: 47:37 - loss: 0.3069 - accuracy: 0.8850
 885/1208 [====================>.........] - ETA: 47:28 - loss: 0.3070 - accuracy: 0.8849
 886/1208 [=====================>........] - ETA: 47:19 - loss: 0.3072 - accuracy: 0.8848
 887/1208 [=====================>........] - ETA: 47:10 - loss: 0.3072 - accuracy: 0.8848
 888/1208 [=====================>........] - ETA: 47:02 - loss: 0.3072 - accuracy: 0.8848
 889/1208 [=====================>........] - ETA: 46:53 - loss: 0.3072 - accuracy: 0.8849
 890/1208 [=====================>........] - ETA: 46:44 - loss: 0.3072 - accuracy: 0.8848
 891/1208 [=====================>........] - ETA: 46:35 - loss: 0.3074 - accuracy: 0.8848
 892/1208 [=====================>........] - ETA: 46:26 - loss: 0.3072 - accuracy: 0.8848
 893/1208 [=====================>........] - ETA: 46:17 - loss: 0.3073 - accuracy: 0.8848
 894/1208 [=====================>........] - ETA: 46:09 - loss: 0.3073 - accuracy: 0.8848
 895/1208 [=====================>........] - ETA: 46:00 - loss: 0.3074 - accuracy: 0.8848
 896/1208 [=====================>........] - ETA: 45:51 - loss: 0.3073 - accuracy: 0.8848
 897/1208 [=====================>........] - ETA: 45:42 - loss: 0.3074 - accuracy: 0.8848
 898/1208 [=====================>........] - ETA: 45:33 - loss: 0.3072 - accuracy: 0.8849
 899/1208 [=====================>........] - ETA: 45:24 - loss: 0.3072 - accuracy: 0.8849
 900/1208 [=====================>........] - ETA: 45:16 - loss: 0.3071 - accuracy: 0.8849
 901/1208 [=====================>........] - ETA: 45:07 - loss: 0.3071 - accuracy: 0.8849
 902/1208 [=====================>........] - ETA: 44:58 - loss: 0.3071 - accuracy: 0.8849
 903/1208 [=====================>........] - ETA: 44:49 - loss: 0.3071 - accuracy: 0.8849
 904/1208 [=====================>........] - ETA: 44:40 - loss: 0.3071 - accuracy: 0.8849
 905/1208 [=====================>........] - ETA: 44:31 - loss: 0.3070 - accuracy: 0.8849
 906/1208 [=====================>........] - ETA: 44:22 - loss: 0.3070 - accuracy: 0.8849
 907/1208 [=====================>........] - ETA: 44:13 - loss: 0.3068 - accuracy: 0.8850
 908/1208 [=====================>........] - ETA: 44:03 - loss: 0.3068 - accuracy: 0.8850
 909/1208 [=====================>........] - ETA: 43:54 - loss: 0.3068 - accuracy: 0.8851
 910/1208 [=====================>........] - ETA: 43:45 - loss: 0.3067 - accuracy: 0.8851
 911/1208 [=====================>........] - ETA: 43:36 - loss: 0.3068 - accuracy: 0.8851
 912/1208 [=====================>........] - ETA: 43:27 - loss: 0.3066 - accuracy: 0.8851
 913/1208 [=====================>........] - ETA: 43:18 - loss: 0.3066 - accuracy: 0.8851
 914/1208 [=====================>........] - ETA: 43:09 - loss: 0.3066 - accuracy: 0.8851
 915/1208 [=====================>........] - ETA: 43:00 - loss: 0.3067 - accuracy: 0.8850
 916/1208 [=====================>........] - ETA: 42:51 - loss: 0.3066 - accuracy: 0.8850
 917/1208 [=====================>........] - ETA: 42:42 - loss: 0.3066 - accuracy: 0.8850
 918/1208 [=====================>........] - ETA: 42:33 - loss: 0.3065 - accuracy: 0.8850
 919/1208 [=====================>........] - ETA: 42:23 - loss: 0.3064 - accuracy: 0.8851
 920/1208 [=====================>........] - ETA: 42:14 - loss: 0.3067 - accuracy: 0.8850
 921/1208 [=====================>........] - ETA: 42:05 - loss: 0.3068 - accuracy: 0.8849
 922/1208 [=====================>........] - ETA: 41:56 - loss: 0.3066 - accuracy: 0.8850
 923/1208 [=====================>........] - ETA: 41:47 - loss: 0.3067 - accuracy: 0.8850
 924/1208 [=====================>........] - ETA: 41:38 - loss: 0.3067 - accuracy: 0.8850
 925/1208 [=====================>........] - ETA: 41:29 - loss: 0.3067 - accuracy: 0.8850
 926/1208 [=====================>........] - ETA: 41:20 - loss: 0.3067 - accuracy: 0.8850
 927/1208 [======================>.......] - ETA: 41:11 - loss: 0.3068 - accuracy: 0.8849
 928/1208 [======================>.......] - ETA: 41:01 - loss: 0.3069 - accuracy: 0.8849
 929/1208 [======================>.......] - ETA: 40:52 - loss: 0.3070 - accuracy: 0.8848
 930/1208 [======================>.......] - ETA: 40:43 - loss: 0.3070 - accuracy: 0.8849
 931/1208 [======================>.......] - ETA: 40:34 - loss: 0.3070 - accuracy: 0.8849
 932/1208 [======================>.......] - ETA: 40:25 - loss: 0.3070 - accuracy: 0.8849
 933/1208 [======================>.......] - ETA: 40:16 - loss: 0.3069 - accuracy: 0.8849
 934/1208 [======================>.......] - ETA: 40:07 - loss: 0.3070 - accuracy: 0.8849
 935/1208 [======================>.......] - ETA: 39:58 - loss: 0.3069 - accuracy: 0.8849
 936/1208 [======================>.......] - ETA: 39:49 - loss: 0.3068 - accuracy: 0.8849
 937/1208 [======================>.......] - ETA: 39:40 - loss: 0.3067 - accuracy: 0.8850
 938/1208 [======================>.......] - ETA: 39:32 - loss: 0.3069 - accuracy: 0.8849
 939/1208 [======================>.......] - ETA: 39:23 - loss: 0.3069 - accuracy: 0.8848
 940/1208 [======================>.......] - ETA: 39:14 - loss: 0.3068 - accuracy: 0.8849
 941/1208 [======================>.......] - ETA: 39:06 - loss: 0.3067 - accuracy: 0.8849
 942/1208 [======================>.......] - ETA: 38:57 - loss: 0.3067 - accuracy: 0.8850
 943/1208 [======================>.......] - ETA: 38:48 - loss: 0.3066 - accuracy: 0.8850
 944/1208 [======================>.......] - ETA: 38:39 - loss: 0.3066 - accuracy: 0.8849
 945/1208 [======================>.......] - ETA: 38:30 - loss: 0.3066 - accuracy: 0.8849
 946/1208 [======================>.......] - ETA: 38:21 - loss: 0.3067 - accuracy: 0.8849
 947/1208 [======================>.......] - ETA: 38:13 - loss: 0.3067 - accuracy: 0.8848
 948/1208 [======================>.......] - ETA: 38:04 - loss: 0.3067 - accuracy: 0.8848
 949/1208 [======================>.......] - ETA: 37:55 - loss: 0.3067 - accuracy: 0.8848
 950/1208 [======================>.......] - ETA: 37:46 - loss: 0.3067 - accuracy: 0.8848
 951/1208 [======================>.......] - ETA: 37:37 - loss: 0.3068 - accuracy: 0.8848
 952/1208 [======================>.......] - ETA: 37:28 - loss: 0.3068 - accuracy: 0.8848
 953/1208 [======================>.......] - ETA: 37:19 - loss: 0.3068 - accuracy: 0.8848
 954/1208 [======================>.......] - ETA: 37:11 - loss: 0.3066 - accuracy: 0.8849
 955/1208 [======================>.......] - ETA: 37:02 - loss: 0.3067 - accuracy: 0.8849
 956/1208 [======================>.......] - ETA: 36:53 - loss: 0.3066 - accuracy: 0.8849
 957/1208 [======================>.......] - ETA: 36:44 - loss: 0.3066 - accuracy: 0.8849
 958/1208 [======================>.......] - ETA: 36:36 - loss: 0.3068 - accuracy: 0.8849
 959/1208 [======================>.......] - ETA: 36:27 - loss: 0.3068 - accuracy: 0.8849
 960/1208 [======================>.......] - ETA: 36:18 - loss: 0.3070 - accuracy: 0.8848
 961/1208 [======================>.......] - ETA: 36:09 - loss: 0.3071 - accuracy: 0.8848
 962/1208 [======================>.......] - ETA: 36:00 - loss: 0.3071 - accuracy: 0.8848
 963/1208 [======================>.......] - ETA: 35:51 - loss: 0.3070 - accuracy: 0.8848
 964/1208 [======================>.......] - ETA: 35:43 - loss: 0.3071 - accuracy: 0.8847
 965/1208 [======================>.......] - ETA: 35:34 - loss: 0.3071 - accuracy: 0.8847
 966/1208 [======================>.......] - ETA: 35:25 - loss: 0.3070 - accuracy: 0.8848
 967/1208 [=======================>......] - ETA: 35:16 - loss: 0.3070 - accuracy: 0.8848
 968/1208 [=======================>......] - ETA: 35:07 - loss: 0.3071 - accuracy: 0.8848
 969/1208 [=======================>......] - ETA: 34:58 - loss: 0.3071 - accuracy: 0.8848
 970/1208 [=======================>......] - ETA: 34:49 - loss: 0.3071 - accuracy: 0.8848
 971/1208 [=======================>......] - ETA: 34:41 - loss: 0.3070 - accuracy: 0.8848
 972/1208 [=======================>......] - ETA: 34:32 - loss: 0.3070 - accuracy: 0.8848
 973/1208 [=======================>......] - ETA: 34:23 - loss: 0.3070 - accuracy: 0.8848
 974/1208 [=======================>......] - ETA: 34:14 - loss: 0.3070 - accuracy: 0.8848
 975/1208 [=======================>......] - ETA: 34:05 - loss: 0.3070 - accuracy: 0.8848
 976/1208 [=======================>......] - ETA: 33:56 - loss: 0.3071 - accuracy: 0.8847
 977/1208 [=======================>......] - ETA: 33:48 - loss: 0.3071 - accuracy: 0.8848
 978/1208 [=======================>......] - ETA: 33:39 - loss: 0.3071 - accuracy: 0.8847
 979/1208 [=======================>......] - ETA: 33:30 - loss: 0.3071 - accuracy: 0.8848
 980/1208 [=======================>......] - ETA: 33:21 - loss: 0.3071 - accuracy: 0.8847
 981/1208 [=======================>......] - ETA: 33:13 - loss: 0.3072 - accuracy: 0.8847
 982/1208 [=======================>......] - ETA: 33:04 - loss: 0.3072 - accuracy: 0.8847
 983/1208 [=======================>......] - ETA: 32:55 - loss: 0.3073 - accuracy: 0.8847
 984/1208 [=======================>......] - ETA: 32:46 - loss: 0.3074 - accuracy: 0.8847
 985/1208 [=======================>......] - ETA: 32:38 - loss: 0.3074 - accuracy: 0.8847
 986/1208 [=======================>......] - ETA: 32:29 - loss: 0.3074 - accuracy: 0.8847
 987/1208 [=======================>......] - ETA: 32:20 - loss: 0.3074 - accuracy: 0.8847
 988/1208 [=======================>......] - ETA: 32:12 - loss: 0.3075 - accuracy: 0.8846
 989/1208 [=======================>......] - ETA: 32:03 - loss: 0.3075 - accuracy: 0.8847
 990/1208 [=======================>......] - ETA: 31:54 - loss: 0.3076 - accuracy: 0.8847
 991/1208 [=======================>......] - ETA: 31:45 - loss: 0.3075 - accuracy: 0.8847
 992/1208 [=======================>......] - ETA: 31:37 - loss: 0.3074 - accuracy: 0.8848
 993/1208 [=======================>......] - ETA: 31:28 - loss: 0.3073 - accuracy: 0.8848
 994/1208 [=======================>......] - ETA: 31:19 - loss: 0.3074 - accuracy: 0.8848
 995/1208 [=======================>......] - ETA: 31:10 - loss: 0.3073 - accuracy: 0.8849
 996/1208 [=======================>......] - ETA: 31:01 - loss: 0.3074 - accuracy: 0.8849
 997/1208 [=======================>......] - ETA: 30:53 - loss: 0.3074 - accuracy: 0.8848
 998/1208 [=======================>......] - ETA: 30:44 - loss: 0.3074 - accuracy: 0.8848
 999/1208 [=======================>......] - ETA: 30:35 - loss: 0.3072 - accuracy: 0.8849
1000/1208 [=======================>......] - ETA: 30:26 - loss: 0.3071 - accuracy: 0.8850
1001/1208 [=======================>......] - ETA: 30:17 - loss: 0.3071 - accuracy: 0.8849
1002/1208 [=======================>......] - ETA: 30:08 - loss: 0.3071 - accuracy: 0.8849
1003/1208 [=======================>......] - ETA: 29:59 - loss: 0.3070 - accuracy: 0.8850
1004/1208 [=======================>......] - ETA: 29:51 - loss: 0.3071 - accuracy: 0.8849
1005/1208 [=======================>......] - ETA: 29:42 - loss: 0.3070 - accuracy: 0.8849
1006/1208 [=======================>......] - ETA: 29:33 - loss: 0.3072 - accuracy: 0.8848
1007/1208 [========================>.....] - ETA: 29:24 - loss: 0.3071 - accuracy: 0.8849
1008/1208 [========================>.....] - ETA: 29:15 - loss: 0.3070 - accuracy: 0.8850
1009/1208 [========================>.....] - ETA: 29:06 - loss: 0.3070 - accuracy: 0.8849
1010/1208 [========================>.....] - ETA: 28:58 - loss: 0.3071 - accuracy: 0.8849
1011/1208 [========================>.....] - ETA: 28:49 - loss: 0.3072 - accuracy: 0.8849
1012/1208 [========================>.....] - ETA: 28:40 - loss: 0.3072 - accuracy: 0.8849
1013/1208 [========================>.....] - ETA: 28:31 - loss: 0.3073 - accuracy: 0.8848
1014/1208 [========================>.....] - ETA: 28:22 - loss: 0.3074 - accuracy: 0.8848
1015/1208 [========================>.....] - ETA: 28:13 - loss: 0.3074 - accuracy: 0.8847
1016/1208 [========================>.....] - ETA: 28:04 - loss: 0.3074 - accuracy: 0.8847
1017/1208 [========================>.....] - ETA: 27:55 - loss: 0.3074 - accuracy: 0.8846
1018/1208 [========================>.....] - ETA: 27:47 - loss: 0.3074 - accuracy: 0.8847
1019/1208 [========================>.....] - ETA: 27:38 - loss: 0.3073 - accuracy: 0.8847
1020/1208 [========================>.....] - ETA: 27:29 - loss: 0.3073 - accuracy: 0.8847
1021/1208 [========================>.....] - ETA: 27:20 - loss: 0.3072 - accuracy: 0.8847
1022/1208 [========================>.....] - ETA: 27:11 - loss: 0.3071 - accuracy: 0.8848
1023/1208 [========================>.....] - ETA: 27:03 - loss: 0.3072 - accuracy: 0.8847
1024/1208 [========================>.....] - ETA: 26:54 - loss: 0.3071 - accuracy: 0.8848
1025/1208 [========================>.....] - ETA: 26:45 - loss: 0.3071 - accuracy: 0.8848
1026/1208 [========================>.....] - ETA: 26:36 - loss: 0.3072 - accuracy: 0.8848
1027/1208 [========================>.....] - ETA: 26:27 - loss: 0.3071 - accuracy: 0.8848
1028/1208 [========================>.....] - ETA: 26:18 - loss: 0.3071 - accuracy: 0.8848
1029/1208 [========================>.....] - ETA: 26:09 - loss: 0.3071 - accuracy: 0.8848
1030/1208 [========================>.....] - ETA: 26:00 - loss: 0.3071 - accuracy: 0.8849
1031/1208 [========================>.....] - ETA: 25:51 - loss: 0.3071 - accuracy: 0.8849
1032/1208 [========================>.....] - ETA: 25:43 - loss: 0.3071 - accuracy: 0.8849
1033/1208 [========================>.....] - ETA: 25:34 - loss: 0.3070 - accuracy: 0.8849
1034/1208 [========================>.....] - ETA: 25:25 - loss: 0.3071 - accuracy: 0.8849
1035/1208 [========================>.....] - ETA: 25:16 - loss: 0.3070 - accuracy: 0.8849
1036/1208 [========================>.....] - ETA: 25:07 - loss: 0.3070 - accuracy: 0.8849
1037/1208 [========================>.....] - ETA: 24:58 - loss: 0.3069 - accuracy: 0.8849
1038/1208 [========================>.....] - ETA: 24:49 - loss: 0.3068 - accuracy: 0.8850
1039/1208 [========================>.....] - ETA: 24:40 - loss: 0.3069 - accuracy: 0.8850
1040/1208 [========================>.....] - ETA: 24:31 - loss: 0.3068 - accuracy: 0.8850
1041/1208 [========================>.....] - ETA: 24:22 - loss: 0.3068 - accuracy: 0.8850
1042/1208 [========================>.....] - ETA: 24:14 - loss: 0.3068 - accuracy: 0.8850
1043/1208 [========================>.....] - ETA: 24:05 - loss: 0.3068 - accuracy: 0.8851
1044/1208 [========================>.....] - ETA: 23:56 - loss: 0.3067 - accuracy: 0.8851
1045/1208 [========================>.....] - ETA: 23:47 - loss: 0.3068 - accuracy: 0.8851
1046/1208 [========================>.....] - ETA: 23:38 - loss: 0.3069 - accuracy: 0.8850
1047/1208 [=========================>....] - ETA: 23:29 - loss: 0.3068 - accuracy: 0.8851
1048/1208 [=========================>....] - ETA: 23:20 - loss: 0.3070 - accuracy: 0.8850
1049/1208 [=========================>....] - ETA: 23:11 - loss: 0.3071 - accuracy: 0.8849
1050/1208 [=========================>....] - ETA: 23:02 - loss: 0.3072 - accuracy: 0.8849
1051/1208 [=========================>....] - ETA: 22:54 - loss: 0.3072 - accuracy: 0.8849
1052/1208 [=========================>....] - ETA: 22:45 - loss: 0.3074 - accuracy: 0.8848
1053/1208 [=========================>....] - ETA: 22:36 - loss: 0.3074 - accuracy: 0.8848
1054/1208 [=========================>....] - ETA: 22:27 - loss: 0.3074 - accuracy: 0.8848
1055/1208 [=========================>....] - ETA: 22:19 - loss: 0.3075 - accuracy: 0.8848
1056/1208 [=========================>....] - ETA: 22:10 - loss: 0.3074 - accuracy: 0.8848
1057/1208 [=========================>....] - ETA: 22:01 - loss: 0.3075 - accuracy: 0.8848
1058/1208 [=========================>....] - ETA: 21:52 - loss: 0.3074 - accuracy: 0.8848
1059/1208 [=========================>....] - ETA: 21:43 - loss: 0.3074 - accuracy: 0.8849
1060/1208 [=========================>....] - ETA: 21:34 - loss: 0.3073 - accuracy: 0.8849
1061/1208 [=========================>....] - ETA: 21:26 - loss: 0.3073 - accuracy: 0.8849
1062/1208 [=========================>....] - ETA: 21:17 - loss: 0.3074 - accuracy: 0.8849
1063/1208 [=========================>....] - ETA: 21:08 - loss: 0.3074 - accuracy: 0.8848
1064/1208 [=========================>....] - ETA: 20:59 - loss: 0.3074 - accuracy: 0.8848
1065/1208 [=========================>....] - ETA: 20:51 - loss: 0.3074 - accuracy: 0.8848
1066/1208 [=========================>....] - ETA: 20:42 - loss: 0.3074 - accuracy: 0.8848
1067/1208 [=========================>....] - ETA: 20:33 - loss: 0.3075 - accuracy: 0.8847
1068/1208 [=========================>....] - ETA: 20:24 - loss: 0.3077 - accuracy: 0.8846
1069/1208 [=========================>....] - ETA: 20:15 - loss: 0.3077 - accuracy: 0.8846
1070/1208 [=========================>....] - ETA: 20:07 - loss: 0.3076 - accuracy: 0.8847
1071/1208 [=========================>....] - ETA: 19:58 - loss: 0.3077 - accuracy: 0.8846
1072/1208 [=========================>....] - ETA: 19:49 - loss: 0.3076 - accuracy: 0.8846
1073/1208 [=========================>....] - ETA: 19:40 - loss: 0.3076 - accuracy: 0.8846
1074/1208 [=========================>....] - ETA: 19:32 - loss: 0.3076 - accuracy: 0.8846
1075/1208 [=========================>....] - ETA: 19:23 - loss: 0.3075 - accuracy: 0.8846
1076/1208 [=========================>....] - ETA: 19:14 - loss: 0.3075 - accuracy: 0.8846
1077/1208 [=========================>....] - ETA: 19:05 - loss: 0.3076 - accuracy: 0.8846
1078/1208 [=========================>....] - ETA: 18:56 - loss: 0.3075 - accuracy: 0.8846
1079/1208 [=========================>....] - ETA: 18:48 - loss: 0.3076 - accuracy: 0.8846
1080/1208 [=========================>....] - ETA: 18:39 - loss: 0.3075 - accuracy: 0.8846
1081/1208 [=========================>....] - ETA: 18:30 - loss: 0.3076 - accuracy: 0.8845
1082/1208 [=========================>....] - ETA: 18:22 - loss: 0.3075 - accuracy: 0.8846
1083/1208 [=========================>....] - ETA: 18:13 - loss: 0.3076 - accuracy: 0.8846
1084/1208 [=========================>....] - ETA: 18:04 - loss: 0.3075 - accuracy: 0.8846
1085/1208 [=========================>....] - ETA: 17:55 - loss: 0.3075 - accuracy: 0.8847
1086/1208 [=========================>....] - ETA: 17:47 - loss: 0.3076 - accuracy: 0.8846
1087/1208 [=========================>....] - ETA: 17:38 - loss: 0.3076 - accuracy: 0.8846
1088/1208 [==========================>...] - ETA: 17:29 - loss: 0.3076 - accuracy: 0.8846
1089/1208 [==========================>...] - ETA: 17:20 - loss: 0.3077 - accuracy: 0.8845
1090/1208 [==========================>...] - ETA: 17:12 - loss: 0.3076 - accuracy: 0.8846
1091/1208 [==========================>...] - ETA: 17:03 - loss: 0.3076 - accuracy: 0.8846
1092/1208 [==========================>...] - ETA: 16:54 - loss: 0.3076 - accuracy: 0.8846
1093/1208 [==========================>...] - ETA: 16:45 - loss: 0.3076 - accuracy: 0.8846
1094/1208 [==========================>...] - ETA: 16:37 - loss: 0.3075 - accuracy: 0.8847
1095/1208 [==========================>...] - ETA: 16:28 - loss: 0.3075 - accuracy: 0.8847
1096/1208 [==========================>...] - ETA: 16:19 - loss: 0.3075 - accuracy: 0.8847
1097/1208 [==========================>...] - ETA: 16:10 - loss: 0.3075 - accuracy: 0.8847
1098/1208 [==========================>...] - ETA: 16:02 - loss: 0.3075 - accuracy: 0.8847
1099/1208 [==========================>...] - ETA: 15:53 - loss: 0.3076 - accuracy: 0.8847
1100/1208 [==========================>...] - ETA: 15:44 - loss: 0.3076 - accuracy: 0.8846
1101/1208 [==========================>...] - ETA: 15:35 - loss: 0.3077 - accuracy: 0.8846
1102/1208 [==========================>...] - ETA: 15:27 - loss: 0.3076 - accuracy: 0.8847
1103/1208 [==========================>...] - ETA: 15:18 - loss: 0.3075 - accuracy: 0.8847
1104/1208 [==========================>...] - ETA: 15:09 - loss: 0.3076 - accuracy: 0.8847
1105/1208 [==========================>...] - ETA: 15:00 - loss: 0.3076 - accuracy: 0.8847
1106/1208 [==========================>...] - ETA: 14:51 - loss: 0.3077 - accuracy: 0.8846
1107/1208 [==========================>...] - ETA: 14:43 - loss: 0.3077 - accuracy: 0.8847
1108/1208 [==========================>...] - ETA: 14:34 - loss: 0.3077 - accuracy: 0.8847
1109/1208 [==========================>...] - ETA: 14:25 - loss: 0.3076 - accuracy: 0.8847
1110/1208 [==========================>...] - ETA: 14:16 - loss: 0.3076 - accuracy: 0.8847
1111/1208 [==========================>...] - ETA: 14:07 - loss: 0.3074 - accuracy: 0.8848
1112/1208 [==========================>...] - ETA: 13:59 - loss: 0.3074 - accuracy: 0.8848
1113/1208 [==========================>...] - ETA: 13:50 - loss: 0.3074 - accuracy: 0.8848
1114/1208 [==========================>...] - ETA: 13:41 - loss: 0.3073 - accuracy: 0.8848
1115/1208 [==========================>...] - ETA: 13:32 - loss: 0.3073 - accuracy: 0.8849
1116/1208 [==========================>...] - ETA: 13:24 - loss: 0.3073 - accuracy: 0.8849
1117/1208 [==========================>...] - ETA: 13:15 - loss: 0.3074 - accuracy: 0.8848
1118/1208 [==========================>...] - ETA: 13:06 - loss: 0.3073 - accuracy: 0.8848
1119/1208 [==========================>...] - ETA: 12:57 - loss: 0.3075 - accuracy: 0.8847
1120/1208 [==========================>...] - ETA: 12:49 - loss: 0.3075 - accuracy: 0.8847
1121/1208 [==========================>...] - ETA: 12:40 - loss: 0.3076 - accuracy: 0.8847
1122/1208 [==========================>...] - ETA: 12:31 - loss: 0.3075 - accuracy: 0.8847
1123/1208 [==========================>...] - ETA: 12:22 - loss: 0.3074 - accuracy: 0.8847
1124/1208 [==========================>...] - ETA: 12:14 - loss: 0.3074 - accuracy: 0.8848
1125/1208 [==========================>...] - ETA: 12:05 - loss: 0.3074 - accuracy: 0.8848
1126/1208 [==========================>...] - ETA: 11:56 - loss: 0.3074 - accuracy: 0.8847
1127/1208 [==========================>...] - ETA: 11:47 - loss: 0.3075 - accuracy: 0.8847
1128/1208 [===========================>..] - ETA: 11:39 - loss: 0.3075 - accuracy: 0.8847
1129/1208 [===========================>..] - ETA: 11:30 - loss: 0.3074 - accuracy: 0.8847
1130/1208 [===========================>..] - ETA: 11:21 - loss: 0.3075 - accuracy: 0.8847
1131/1208 [===========================>..] - ETA: 11:12 - loss: 0.3075 - accuracy: 0.8846
1132/1208 [===========================>..] - ETA: 11:04 - loss: 0.3075 - accuracy: 0.8847
1133/1208 [===========================>..] - ETA: 10:55 - loss: 0.3075 - accuracy: 0.8847
1134/1208 [===========================>..] - ETA: 10:46 - loss: 0.3074 - accuracy: 0.8847
1135/1208 [===========================>..] - ETA: 10:37 - loss: 0.3074 - accuracy: 0.8847
1136/1208 [===========================>..] - ETA: 10:29 - loss: 0.3074 - accuracy: 0.8847
1137/1208 [===========================>..] - ETA: 10:20 - loss: 0.3074 - accuracy: 0.8846
1138/1208 [===========================>..] - ETA: 10:11 - loss: 0.3073 - accuracy: 0.8847
1139/1208 [===========================>..] - ETA: 10:02 - loss: 0.3074 - accuracy: 0.8847
1140/1208 [===========================>..] - ETA: 9:54 - loss: 0.3075 - accuracy: 0.8846 
1141/1208 [===========================>..] - ETA: 9:45 - loss: 0.3074 - accuracy: 0.8847
1142/1208 [===========================>..] - ETA: 9:36 - loss: 0.3073 - accuracy: 0.8847
1143/1208 [===========================>..] - ETA: 9:27 - loss: 0.3074 - accuracy: 0.8847
1144/1208 [===========================>..] - ETA: 9:18 - loss: 0.3074 - accuracy: 0.8846
1145/1208 [===========================>..] - ETA: 9:10 - loss: 0.3074 - accuracy: 0.8846
1146/1208 [===========================>..] - ETA: 9:01 - loss: 0.3075 - accuracy: 0.8846
1147/1208 [===========================>..] - ETA: 8:52 - loss: 0.3075 - accuracy: 0.8846
1148/1208 [===========================>..] - ETA: 8:43 - loss: 0.3075 - accuracy: 0.8846
1149/1208 [===========================>..] - ETA: 8:35 - loss: 0.3075 - accuracy: 0.8846
1150/1208 [===========================>..] - ETA: 8:26 - loss: 0.3075 - accuracy: 0.8846
1151/1208 [===========================>..] - ETA: 8:17 - loss: 0.3074 - accuracy: 0.8847
1152/1208 [===========================>..] - ETA: 8:08 - loss: 0.3076 - accuracy: 0.8846
1153/1208 [===========================>..] - ETA: 7:59 - loss: 0.3077 - accuracy: 0.8846
1154/1208 [===========================>..] - ETA: 7:51 - loss: 0.3077 - accuracy: 0.8845
1155/1208 [===========================>..] - ETA: 7:42 - loss: 0.3077 - accuracy: 0.8845
1156/1208 [===========================>..] - ETA: 7:33 - loss: 0.3077 - accuracy: 0.8845
1157/1208 [===========================>..] - ETA: 7:24 - loss: 0.3077 - accuracy: 0.8845
1158/1208 [===========================>..] - ETA: 7:16 - loss: 0.3076 - accuracy: 0.8846
1159/1208 [===========================>..] - ETA: 7:07 - loss: 0.3075 - accuracy: 0.8847
1160/1208 [===========================>..] - ETA: 6:58 - loss: 0.3075 - accuracy: 0.8846
1161/1208 [===========================>..] - ETA: 6:49 - loss: 0.3075 - accuracy: 0.8846
1162/1208 [===========================>..] - ETA: 6:40 - loss: 0.3075 - accuracy: 0.8846
1163/1208 [===========================>..] - ETA: 6:32 - loss: 0.3075 - accuracy: 0.8846
1164/1208 [===========================>..] - ETA: 6:23 - loss: 0.3075 - accuracy: 0.8846
1165/1208 [===========================>..] - ETA: 6:14 - loss: 0.3074 - accuracy: 0.8847
1166/1208 [===========================>..] - ETA: 6:05 - loss: 0.3074 - accuracy: 0.8847
1167/1208 [===========================>..] - ETA: 5:57 - loss: 0.3075 - accuracy: 0.8846
1168/1208 [============================>.] - ETA: 5:48 - loss: 0.3074 - accuracy: 0.8846
1169/1208 [============================>.] - ETA: 5:39 - loss: 0.3075 - accuracy: 0.8846
1170/1208 [============================>.] - ETA: 5:31 - loss: 0.3077 - accuracy: 0.8845
1171/1208 [============================>.] - ETA: 5:22 - loss: 0.3077 - accuracy: 0.8845
1172/1208 [============================>.] - ETA: 5:13 - loss: 0.3078 - accuracy: 0.8845
1173/1208 [============================>.] - ETA: 5:04 - loss: 0.3077 - accuracy: 0.8845
1174/1208 [============================>.] - ETA: 4:56 - loss: 0.3077 - accuracy: 0.8845
1175/1208 [============================>.] - ETA: 4:47 - loss: 0.3076 - accuracy: 0.8845
1176/1208 [============================>.] - ETA: 4:38 - loss: 0.3077 - accuracy: 0.8845
1177/1208 [============================>.] - ETA: 4:30 - loss: 0.3077 - accuracy: 0.8845
1178/1208 [============================>.] - ETA: 4:21 - loss: 0.3077 - accuracy: 0.8846
1179/1208 [============================>.] - ETA: 4:12 - loss: 0.3076 - accuracy: 0.8846
1180/1208 [============================>.] - ETA: 4:03 - loss: 0.3077 - accuracy: 0.8846
1181/1208 [============================>.] - ETA: 3:55 - loss: 0.3079 - accuracy: 0.8845
1182/1208 [============================>.] - ETA: 3:46 - loss: 0.3079 - accuracy: 0.8846
1183/1208 [============================>.] - ETA: 3:37 - loss: 0.3077 - accuracy: 0.8846
1184/1208 [============================>.] - ETA: 3:29 - loss: 0.3077 - accuracy: 0.8847
1185/1208 [============================>.] - ETA: 3:20 - loss: 0.3078 - accuracy: 0.8846
1186/1208 [============================>.] - ETA: 3:11 - loss: 0.3079 - accuracy: 0.8845
1187/1208 [============================>.] - ETA: 3:02 - loss: 0.3078 - accuracy: 0.8846
1188/1208 [============================>.] - ETA: 2:54 - loss: 0.3077 - accuracy: 0.8847
1189/1208 [============================>.] - ETA: 2:45 - loss: 0.3077 - accuracy: 0.8847
1190/1208 [============================>.] - ETA: 2:36 - loss: 0.3076 - accuracy: 0.8847
1191/1208 [============================>.] - ETA: 2:28 - loss: 0.3078 - accuracy: 0.8846
1192/1208 [============================>.] - ETA: 2:19 - loss: 0.3077 - accuracy: 0.8847
1193/1208 [============================>.] - ETA: 2:10 - loss: 0.3077 - accuracy: 0.8847
1194/1208 [============================>.] - ETA: 2:01 - loss: 0.3078 - accuracy: 0.8846
1195/1208 [============================>.] - ETA: 1:53 - loss: 0.3078 - accuracy: 0.8847
1196/1208 [============================>.] - ETA: 1:44 - loss: 0.3077 - accuracy: 0.8847
1197/1208 [============================>.] - ETA: 1:35 - loss: 0.3077 - accuracy: 0.8847
1198/1208 [============================>.] - ETA: 1:27 - loss: 0.3077 - accuracy: 0.8847
1199/1208 [============================>.] - ETA: 1:18 - loss: 0.3076 - accuracy: 0.8847
1200/1208 [============================>.] - ETA: 1:09 - loss: 0.3076 - accuracy: 0.8847
1201/1208 [============================>.] - ETA: 1:00 - loss: 0.3075 - accuracy: 0.8848
1202/1208 [============================>.] - ETA: 52s - loss: 0.3074 - accuracy: 0.8848 
1203/1208 [============================>.] - ETA: 43s - loss: 0.3074 - accuracy: 0.8848
1204/1208 [============================>.] - ETA: 34s - loss: 0.3074 - accuracy: 0.8848
1205/1208 [============================>.] - ETA: 26s - loss: 0.3074 - accuracy: 0.8848
1206/1208 [============================>.] - ETA: 17s - loss: 0.3075 - accuracy: 0.8848
1207/1208 [============================>.] - ETA: 8s - loss: 0.3076 - accuracy: 0.8847 
1208/1208 [==============================] - 10522s 9s/step - loss: 0.3076 - accuracy: 0.8847
val_acc: 0.84558, best_val_acc: 0.84858, test_acc: 0.84900

Epoch 4/10

   1/1208 [..............................] - ETA: 2:26:11 - loss: 0.2774 - accuracy: 0.8906
   2/1208 [..............................] - ETA: 2:27:49 - loss: 0.3352 - accuracy: 0.8672
   3/1208 [..............................] - ETA: 2:27:48 - loss: 0.3212 - accuracy: 0.8750
   4/1208 [..............................] - ETA: 2:29:41 - loss: 0.2913 - accuracy: 0.8867
   5/1208 [..............................] - ETA: 2:32:01 - loss: 0.2899 - accuracy: 0.8875
   6/1208 [..............................] - ETA: 2:33:00 - loss: 0.2908 - accuracy: 0.8906
   7/1208 [..............................] - ETA: 2:33:47 - loss: 0.2808 - accuracy: 0.8973
   8/1208 [..............................] - ETA: 2:33:00 - loss: 0.2790 - accuracy: 0.8965
   9/1208 [..............................] - ETA: 2:33:21 - loss: 0.2802 - accuracy: 0.9010
  10/1208 [..............................] - ETA: 2:32:42 - loss: 0.2838 - accuracy: 0.9000
  11/1208 [..............................] - ETA: 2:32:43 - loss: 0.2882 - accuracy: 0.8991
  12/1208 [..............................] - ETA: 2:33:01 - loss: 0.2824 - accuracy: 0.9023
  13/1208 [..............................] - ETA: 2:33:19 - loss: 0.2807 - accuracy: 0.9002
  14/1208 [..............................] - ETA: 2:32:37 - loss: 0.2809 - accuracy: 0.8996
  15/1208 [..............................] - ETA: 2:32:50 - loss: 0.2876 - accuracy: 0.8969
  16/1208 [..............................] - ETA: 2:31:59 - loss: 0.2841 - accuracy: 0.8975
  17/1208 [..............................] - ETA: 2:32:40 - loss: 0.2881 - accuracy: 0.8971
  18/1208 [..............................] - ETA: 2:33:27 - loss: 0.2853 - accuracy: 0.8993
  19/1208 [..............................] - ETA: 2:34:33 - loss: 0.2822 - accuracy: 0.8980
  20/1208 [..............................] - ETA: 2:35:13 - loss: 0.2808 - accuracy: 0.8969
  21/1208 [..............................] - ETA: 2:35:41 - loss: 0.2817 - accuracy: 0.8966
  22/1208 [..............................] - ETA: 2:36:16 - loss: 0.2823 - accuracy: 0.8956
  23/1208 [..............................] - ETA: 2:37:03 - loss: 0.2804 - accuracy: 0.8961
  24/1208 [..............................] - ETA: 2:37:11 - loss: 0.2753 - accuracy: 0.8978
  25/1208 [..............................] - ETA: 2:37:44 - loss: 0.2805 - accuracy: 0.8969
  26/1208 [..............................] - ETA: 2:38:23 - loss: 0.2792 - accuracy: 0.8960
  27/1208 [..............................] - ETA: 2:38:48 - loss: 0.2765 - accuracy: 0.8964
  28/1208 [..............................] - ETA: 2:39:06 - loss: 0.2756 - accuracy: 0.8956
  29/1208 [..............................] - ETA: 2:39:32 - loss: 0.2760 - accuracy: 0.8971
  30/1208 [..............................] - ETA: 2:39:53 - loss: 0.2750 - accuracy: 0.8974
  31/1208 [..............................] - ETA: 2:40:08 - loss: 0.2700 - accuracy: 0.8997
  32/1208 [..............................] - ETA: 2:40:23 - loss: 0.2702 - accuracy: 0.8994
  33/1208 [..............................] - ETA: 2:40:37 - loss: 0.2677 - accuracy: 0.9001
  34/1208 [..............................] - ETA: 2:41:02 - loss: 0.2664 - accuracy: 0.9007
  35/1208 [..............................] - ETA: 2:40:57 - loss: 0.2648 - accuracy: 0.9022
  36/1208 [..............................] - ETA: 2:40:49 - loss: 0.2673 - accuracy: 0.9010
  37/1208 [..............................] - ETA: 2:41:18 - loss: 0.2675 - accuracy: 0.9003
  38/1208 [..............................] - ETA: 2:41:22 - loss: 0.2648 - accuracy: 0.9017
  39/1208 [..............................] - ETA: 2:41:26 - loss: 0.2632 - accuracy: 0.9018
  40/1208 [..............................] - ETA: 2:41:15 - loss: 0.2607 - accuracy: 0.9031
  41/1208 [>.............................] - ETA: 2:41:13 - loss: 0.2607 - accuracy: 0.9036
  42/1208 [>.............................] - ETA: 2:40:34 - loss: 0.2619 - accuracy: 0.9033
  43/1208 [>.............................] - ETA: 2:40:43 - loss: 0.2609 - accuracy: 0.9030
  44/1208 [>.............................] - ETA: 2:40:52 - loss: 0.2620 - accuracy: 0.9020
  45/1208 [>.............................] - ETA: 2:40:47 - loss: 0.2649 - accuracy: 0.9007
  46/1208 [>.............................] - ETA: 2:40:37 - loss: 0.2646 - accuracy: 0.9012
  47/1208 [>.............................] - ETA: 2:40:43 - loss: 0.2644 - accuracy: 0.9019
  48/1208 [>.............................] - ETA: 2:40:36 - loss: 0.2629 - accuracy: 0.9023
  49/1208 [>.............................] - ETA: 2:40:33 - loss: 0.2654 - accuracy: 0.9015
  50/1208 [>.............................] - ETA: 2:40:35 - loss: 0.2662 - accuracy: 0.9019
  51/1208 [>.............................] - ETA: 2:40:40 - loss: 0.2651 - accuracy: 0.9023
  52/1208 [>.............................] - ETA: 2:40:23 - loss: 0.2639 - accuracy: 0.9023
  53/1208 [>.............................] - ETA: 2:40:14 - loss: 0.2630 - accuracy: 0.9024
  54/1208 [>.............................] - ETA: 2:40:21 - loss: 0.2647 - accuracy: 0.9010
  55/1208 [>.............................] - ETA: 2:40:19 - loss: 0.2669 - accuracy: 0.9003
  56/1208 [>.............................] - ETA: 2:40:02 - loss: 0.2660 - accuracy: 0.9004
  57/1208 [>.............................] - ETA: 2:40:02 - loss: 0.2650 - accuracy: 0.9008
  58/1208 [>.............................] - ETA: 2:40:00 - loss: 0.2654 - accuracy: 0.9006
  59/1208 [>.............................] - ETA: 2:40:01 - loss: 0.2628 - accuracy: 0.9020
  60/1208 [>.............................] - ETA: 2:39:54 - loss: 0.2643 - accuracy: 0.9016
  61/1208 [>.............................] - ETA: 2:39:59 - loss: 0.2642 - accuracy: 0.9014
  62/1208 [>.............................] - ETA: 2:40:00 - loss: 0.2636 - accuracy: 0.9020
  63/1208 [>.............................] - ETA: 2:39:39 - loss: 0.2635 - accuracy: 0.9015
  64/1208 [>.............................] - ETA: 2:39:38 - loss: 0.2653 - accuracy: 0.9004
  65/1208 [>.............................] - ETA: 2:39:33 - loss: 0.2640 - accuracy: 0.9014
  66/1208 [>.............................] - ETA: 2:39:29 - loss: 0.2654 - accuracy: 0.9010
  67/1208 [>.............................] - ETA: 2:39:24 - loss: 0.2634 - accuracy: 0.9018
  68/1208 [>.............................] - ETA: 2:39:22 - loss: 0.2631 - accuracy: 0.9017
  69/1208 [>.............................] - ETA: 2:39:22 - loss: 0.2630 - accuracy: 0.9013
  70/1208 [>.............................] - ETA: 2:39:14 - loss: 0.2619 - accuracy: 0.9013
  71/1208 [>.............................] - ETA: 2:39:03 - loss: 0.2627 - accuracy: 0.9014
  72/1208 [>.............................] - ETA: 2:38:50 - loss: 0.2635 - accuracy: 0.9013
  73/1208 [>.............................] - ETA: 2:38:38 - loss: 0.2617 - accuracy: 0.9015
  74/1208 [>.............................] - ETA: 2:38:38 - loss: 0.2614 - accuracy: 0.9018
  75/1208 [>.............................] - ETA: 2:38:44 - loss: 0.2613 - accuracy: 0.9023
  76/1208 [>.............................] - ETA: 2:38:43 - loss: 0.2610 - accuracy: 0.9021
  77/1208 [>.............................] - ETA: 2:38:36 - loss: 0.2619 - accuracy: 0.9018
  78/1208 [>.............................] - ETA: 2:38:44 - loss: 0.2617 - accuracy: 0.9020
  79/1208 [>.............................] - ETA: 2:38:44 - loss: 0.2613 - accuracy: 0.9023
  80/1208 [>.............................] - ETA: 2:38:29 - loss: 0.2610 - accuracy: 0.9025
  81/1208 [=>............................] - ETA: 2:38:27 - loss: 0.2619 - accuracy: 0.9022
  82/1208 [=>............................] - ETA: 2:38:30 - loss: 0.2620 - accuracy: 0.9024
  83/1208 [=>............................] - ETA: 2:38:30 - loss: 0.2619 - accuracy: 0.9029
  84/1208 [=>............................] - ETA: 2:38:32 - loss: 0.2623 - accuracy: 0.9025
  85/1208 [=>............................] - ETA: 2:38:23 - loss: 0.2629 - accuracy: 0.9026
  86/1208 [=>............................] - ETA: 2:38:13 - loss: 0.2622 - accuracy: 0.9028
  87/1208 [=>............................] - ETA: 2:37:57 - loss: 0.2611 - accuracy: 0.9030
  88/1208 [=>............................] - ETA: 2:37:45 - loss: 0.2615 - accuracy: 0.9027
  89/1208 [=>............................] - ETA: 2:37:42 - loss: 0.2624 - accuracy: 0.9019
  90/1208 [=>............................] - ETA: 2:37:34 - loss: 0.2616 - accuracy: 0.9021
  91/1208 [=>............................] - ETA: 2:37:22 - loss: 0.2622 - accuracy: 0.9018
  92/1208 [=>............................] - ETA: 2:37:12 - loss: 0.2614 - accuracy: 0.9023
  93/1208 [=>............................] - ETA: 2:37:08 - loss: 0.2615 - accuracy: 0.9024
  94/1208 [=>............................] - ETA: 2:37:02 - loss: 0.2613 - accuracy: 0.9023
  95/1208 [=>............................] - ETA: 2:36:56 - loss: 0.2613 - accuracy: 0.9026
  96/1208 [=>............................] - ETA: 2:36:47 - loss: 0.2605 - accuracy: 0.9028
  97/1208 [=>............................] - ETA: 2:36:42 - loss: 0.2608 - accuracy: 0.9025
  98/1208 [=>............................] - ETA: 2:36:37 - loss: 0.2600 - accuracy: 0.9027
  99/1208 [=>............................] - ETA: 2:36:28 - loss: 0.2590 - accuracy: 0.9034
 100/1208 [=>............................] - ETA: 2:36:24 - loss: 0.2592 - accuracy: 0.9033
 101/1208 [=>............................] - ETA: 2:36:11 - loss: 0.2595 - accuracy: 0.9033
 102/1208 [=>............................] - ETA: 2:36:06 - loss: 0.2584 - accuracy: 0.9035
 103/1208 [=>............................] - ETA: 2:35:43 - loss: 0.2579 - accuracy: 0.9037
 104/1208 [=>............................] - ETA: 2:35:21 - loss: 0.2581 - accuracy: 0.9035
 105/1208 [=>............................] - ETA: 2:35:03 - loss: 0.2581 - accuracy: 0.9033
 106/1208 [=>............................] - ETA: 2:34:47 - loss: 0.2578 - accuracy: 0.9032
 107/1208 [=>............................] - ETA: 2:34:32 - loss: 0.2590 - accuracy: 0.9027
 108/1208 [=>............................] - ETA: 2:34:18 - loss: 0.2590 - accuracy: 0.9022
 109/1208 [=>............................] - ETA: 2:33:58 - loss: 0.2583 - accuracy: 0.9028
 110/1208 [=>............................] - ETA: 2:33:43 - loss: 0.2577 - accuracy: 0.9033
 111/1208 [=>............................] - ETA: 2:33:30 - loss: 0.2577 - accuracy: 0.9036
 112/1208 [=>............................] - ETA: 2:33:15 - loss: 0.2583 - accuracy: 0.9035
 113/1208 [=>............................] - ETA: 2:32:55 - loss: 0.2578 - accuracy: 0.9036
 114/1208 [=>............................] - ETA: 2:32:41 - loss: 0.2574 - accuracy: 0.9036
 115/1208 [=>............................] - ETA: 2:32:27 - loss: 0.2580 - accuracy: 0.9034
 116/1208 [=>............................] - ETA: 2:32:16 - loss: 0.2587 - accuracy: 0.9034
 117/1208 [=>............................] - ETA: 2:32:04 - loss: 0.2596 - accuracy: 0.9026
 118/1208 [=>............................] - ETA: 2:31:49 - loss: 0.2606 - accuracy: 0.9020
 119/1208 [=>............................] - ETA: 2:31:35 - loss: 0.2604 - accuracy: 0.9019
 120/1208 [=>............................] - ETA: 2:31:19 - loss: 0.2607 - accuracy: 0.9018
 121/1208 [==>...........................] - ETA: 2:31:06 - loss: 0.2606 - accuracy: 0.9019
 122/1208 [==>...........................] - ETA: 2:30:52 - loss: 0.2606 - accuracy: 0.9020
 123/1208 [==>...........................] - ETA: 2:30:47 - loss: 0.2609 - accuracy: 0.9018
 124/1208 [==>...........................] - ETA: 2:30:35 - loss: 0.2612 - accuracy: 0.9013
 125/1208 [==>...........................] - ETA: 2:30:24 - loss: 0.2610 - accuracy: 0.9015
 126/1208 [==>...........................] - ETA: 2:30:10 - loss: 0.2605 - accuracy: 0.9019
 127/1208 [==>...........................] - ETA: 2:30:03 - loss: 0.2601 - accuracy: 0.9018
 128/1208 [==>...........................] - ETA: 2:29:49 - loss: 0.2601 - accuracy: 0.9017
 129/1208 [==>...........................] - ETA: 2:29:37 - loss: 0.2606 - accuracy: 0.9016
 130/1208 [==>...........................] - ETA: 2:29:24 - loss: 0.2612 - accuracy: 0.9013
 131/1208 [==>...........................] - ETA: 2:29:17 - loss: 0.2605 - accuracy: 0.9015
 132/1208 [==>...........................] - ETA: 2:29:08 - loss: 0.2610 - accuracy: 0.9014
 133/1208 [==>...........................] - ETA: 2:29:03 - loss: 0.2604 - accuracy: 0.9016
 134/1208 [==>...........................] - ETA: 2:29:00 - loss: 0.2603 - accuracy: 0.9017
 135/1208 [==>...........................] - ETA: 2:28:55 - loss: 0.2604 - accuracy: 0.9020
 136/1208 [==>...........................] - ETA: 2:28:44 - loss: 0.2621 - accuracy: 0.9015
 137/1208 [==>...........................] - ETA: 2:28:41 - loss: 0.2617 - accuracy: 0.9016
 138/1208 [==>...........................] - ETA: 2:28:36 - loss: 0.2619 - accuracy: 0.9015
 139/1208 [==>...........................] - ETA: 2:28:28 - loss: 0.2614 - accuracy: 0.9016
 140/1208 [==>...........................] - ETA: 2:28:21 - loss: 0.2607 - accuracy: 0.9020
 141/1208 [==>...........................] - ETA: 2:28:12 - loss: 0.2611 - accuracy: 0.9017
 142/1208 [==>...........................] - ETA: 2:28:09 - loss: 0.2608 - accuracy: 0.9016
 143/1208 [==>...........................] - ETA: 2:28:03 - loss: 0.2606 - accuracy: 0.9017
 144/1208 [==>...........................] - ETA: 2:27:58 - loss: 0.2611 - accuracy: 0.9016
 145/1208 [==>...........................] - ETA: 2:27:46 - loss: 0.2602 - accuracy: 0.9020
 146/1208 [==>...........................] - ETA: 2:27:41 - loss: 0.2601 - accuracy: 0.9022
 147/1208 [==>...........................] - ETA: 2:27:34 - loss: 0.2600 - accuracy: 0.9025
 148/1208 [==>...........................] - ETA: 2:27:30 - loss: 0.2602 - accuracy: 0.9024
 149/1208 [==>...........................] - ETA: 2:27:20 - loss: 0.2611 - accuracy: 0.9023
 150/1208 [==>...........................] - ETA: 2:27:13 - loss: 0.2604 - accuracy: 0.9026
 151/1208 [==>...........................] - ETA: 2:27:07 - loss: 0.2607 - accuracy: 0.9025
 152/1208 [==>...........................] - ETA: 2:26:56 - loss: 0.2601 - accuracy: 0.9030
 153/1208 [==>...........................] - ETA: 2:26:40 - loss: 0.2601 - accuracy: 0.9029
 154/1208 [==>...........................] - ETA: 2:26:34 - loss: 0.2603 - accuracy: 0.9030
 155/1208 [==>...........................] - ETA: 2:26:26 - loss: 0.2611 - accuracy: 0.9027
 156/1208 [==>...........................] - ETA: 2:26:21 - loss: 0.2604 - accuracy: 0.9029
 157/1208 [==>...........................] - ETA: 2:26:13 - loss: 0.2607 - accuracy: 0.9029
 158/1208 [==>...........................] - ETA: 2:26:07 - loss: 0.2616 - accuracy: 0.9026
 159/1208 [==>...........................] - ETA: 2:25:58 - loss: 0.2615 - accuracy: 0.9028
 160/1208 [==>...........................] - ETA: 2:25:51 - loss: 0.2608 - accuracy: 0.9029
 161/1208 [==>...........................] - ETA: 2:25:44 - loss: 0.2609 - accuracy: 0.9030
 162/1208 [===>..........................] - ETA: 2:25:40 - loss: 0.2618 - accuracy: 0.9027
 163/1208 [===>..........................] - ETA: 2:25:35 - loss: 0.2623 - accuracy: 0.9026
 164/1208 [===>..........................] - ETA: 2:25:28 - loss: 0.2621 - accuracy: 0.9026
 165/1208 [===>..........................] - ETA: 2:25:21 - loss: 0.2629 - accuracy: 0.9024
 166/1208 [===>..........................] - ETA: 2:25:17 - loss: 0.2638 - accuracy: 0.9022
 167/1208 [===>..........................] - ETA: 2:25:08 - loss: 0.2636 - accuracy: 0.9024
 168/1208 [===>..........................] - ETA: 2:25:00 - loss: 0.2644 - accuracy: 0.9020
 169/1208 [===>..........................] - ETA: 2:24:54 - loss: 0.2649 - accuracy: 0.9019
 170/1208 [===>..........................] - ETA: 2:24:51 - loss: 0.2649 - accuracy: 0.9018
 171/1208 [===>..........................] - ETA: 2:24:48 - loss: 0.2649 - accuracy: 0.9019
 172/1208 [===>..........................] - ETA: 2:24:45 - loss: 0.2647 - accuracy: 0.9020
 173/1208 [===>..........................] - ETA: 2:24:38 - loss: 0.2641 - accuracy: 0.9023
 174/1208 [===>..........................] - ETA: 2:24:35 - loss: 0.2649 - accuracy: 0.9019
 175/1208 [===>..........................] - ETA: 2:24:25 - loss: 0.2646 - accuracy: 0.9021
 176/1208 [===>..........................] - ETA: 2:24:20 - loss: 0.2649 - accuracy: 0.9018
 177/1208 [===>..........................] - ETA: 2:24:08 - loss: 0.2645 - accuracy: 0.9021
 178/1208 [===>..........................] - ETA: 2:24:05 - loss: 0.2644 - accuracy: 0.9021
 179/1208 [===>..........................] - ETA: 2:24:02 - loss: 0.2647 - accuracy: 0.9021
 180/1208 [===>..........................] - ETA: 2:23:58 - loss: 0.2648 - accuracy: 0.9017
 181/1208 [===>..........................] - ETA: 2:23:53 - loss: 0.2655 - accuracy: 0.9013
 182/1208 [===>..........................] - ETA: 2:23:50 - loss: 0.2658 - accuracy: 0.9014
 183/1208 [===>..........................] - ETA: 2:23:44 - loss: 0.2659 - accuracy: 0.9012
 184/1208 [===>..........................] - ETA: 2:23:39 - loss: 0.2665 - accuracy: 0.9008
 185/1208 [===>..........................] - ETA: 2:23:33 - loss: 0.2657 - accuracy: 0.9011
 186/1208 [===>..........................] - ETA: 2:23:28 - loss: 0.2658 - accuracy: 0.9010
 187/1208 [===>..........................] - ETA: 2:23:21 - loss: 0.2658 - accuracy: 0.9011
 188/1208 [===>..........................] - ETA: 2:23:12 - loss: 0.2662 - accuracy: 0.9009
 189/1208 [===>..........................] - ETA: 2:23:04 - loss: 0.2665 - accuracy: 0.9007
 190/1208 [===>..........................] - ETA: 2:22:57 - loss: 0.2669 - accuracy: 0.9007
 191/1208 [===>..........................] - ETA: 2:22:48 - loss: 0.2662 - accuracy: 0.9011
 192/1208 [===>..........................] - ETA: 2:22:41 - loss: 0.2664 - accuracy: 0.9010
 193/1208 [===>..........................] - ETA: 2:22:33 - loss: 0.2662 - accuracy: 0.9012
 194/1208 [===>..........................] - ETA: 2:22:23 - loss: 0.2663 - accuracy: 0.9012
 195/1208 [===>..........................] - ETA: 2:22:16 - loss: 0.2669 - accuracy: 0.9010
 196/1208 [===>..........................] - ETA: 2:22:09 - loss: 0.2670 - accuracy: 0.9008
 197/1208 [===>..........................] - ETA: 2:22:03 - loss: 0.2670 - accuracy: 0.9009
 198/1208 [===>..........................] - ETA: 2:21:55 - loss: 0.2672 - accuracy: 0.9006
 199/1208 [===>..........................] - ETA: 2:21:39 - loss: 0.2670 - accuracy: 0.9008
 200/1208 [===>..........................] - ETA: 2:21:31 - loss: 0.2666 - accuracy: 0.9010
 201/1208 [===>..........................] - ETA: 2:21:23 - loss: 0.2669 - accuracy: 0.9010
 202/1208 [====>.........................] - ETA: 2:21:14 - loss: 0.2673 - accuracy: 0.9008
 203/1208 [====>.........................] - ETA: 2:21:05 - loss: 0.2677 - accuracy: 0.9007
 204/1208 [====>.........................] - ETA: 2:20:58 - loss: 0.2680 - accuracy: 0.9005
 205/1208 [====>.........................] - ETA: 2:20:46 - loss: 0.2676 - accuracy: 0.9006
 206/1208 [====>.........................] - ETA: 2:20:38 - loss: 0.2684 - accuracy: 0.9003
 207/1208 [====>.........................] - ETA: 2:20:30 - loss: 0.2682 - accuracy: 0.9004
 208/1208 [====>.........................] - ETA: 2:20:22 - loss: 0.2680 - accuracy: 0.9004
 209/1208 [====>.........................] - ETA: 2:20:13 - loss: 0.2678 - accuracy: 0.9006
 210/1208 [====>.........................] - ETA: 2:20:02 - loss: 0.2680 - accuracy: 0.9004
 211/1208 [====>.........................] - ETA: 2:19:50 - loss: 0.2678 - accuracy: 0.9005
 212/1208 [====>.........................] - ETA: 2:19:45 - loss: 0.2677 - accuracy: 0.9007
 213/1208 [====>.........................] - ETA: 2:19:38 - loss: 0.2672 - accuracy: 0.9012
 214/1208 [====>.........................] - ETA: 2:19:33 - loss: 0.2668 - accuracy: 0.9014
 215/1208 [====>.........................] - ETA: 2:19:28 - loss: 0.2667 - accuracy: 0.9014
 216/1208 [====>.........................] - ETA: 2:19:20 - loss: 0.2675 - accuracy: 0.9010
 217/1208 [====>.........................] - ETA: 2:19:12 - loss: 0.2671 - accuracy: 0.9013
 218/1208 [====>.........................] - ETA: 2:19:04 - loss: 0.2673 - accuracy: 0.9013
 219/1208 [====>.........................] - ETA: 2:18:59 - loss: 0.2678 - accuracy: 0.9012
 220/1208 [====>.........................] - ETA: 2:18:52 - loss: 0.2679 - accuracy: 0.9011
 221/1208 [====>.........................] - ETA: 2:18:42 - loss: 0.2675 - accuracy: 0.9011
 222/1208 [====>.........................] - ETA: 2:18:33 - loss: 0.2680 - accuracy: 0.9009
 223/1208 [====>.........................] - ETA: 2:18:22 - loss: 0.2680 - accuracy: 0.9009
 224/1208 [====>.........................] - ETA: 2:18:10 - loss: 0.2687 - accuracy: 0.9008
 225/1208 [====>.........................] - ETA: 2:17:59 - loss: 0.2690 - accuracy: 0.9006
 226/1208 [====>.........................] - ETA: 2:17:47 - loss: 0.2688 - accuracy: 0.9006
 227/1208 [====>.........................] - ETA: 2:17:35 - loss: 0.2684 - accuracy: 0.9009
 228/1208 [====>.........................] - ETA: 2:17:24 - loss: 0.2682 - accuracy: 0.9008
 229/1208 [====>.........................] - ETA: 2:17:15 - loss: 0.2681 - accuracy: 0.9009
 230/1208 [====>.........................] - ETA: 2:17:05 - loss: 0.2683 - accuracy: 0.9008
 231/1208 [====>.........................] - ETA: 2:16:54 - loss: 0.2690 - accuracy: 0.9005
 232/1208 [====>.........................] - ETA: 2:16:45 - loss: 0.2690 - accuracy: 0.9005
 233/1208 [====>.........................] - ETA: 2:16:33 - loss: 0.2686 - accuracy: 0.9007
 234/1208 [====>.........................] - ETA: 2:16:21 - loss: 0.2683 - accuracy: 0.9008
 235/1208 [====>.........................] - ETA: 2:16:11 - loss: 0.2684 - accuracy: 0.9009
 236/1208 [====>.........................] - ETA: 2:16:00 - loss: 0.2683 - accuracy: 0.9008
 237/1208 [====>.........................] - ETA: 2:15:52 - loss: 0.2684 - accuracy: 0.9008
 238/1208 [====>.........................] - ETA: 2:15:42 - loss: 0.2679 - accuracy: 0.9010
 239/1208 [====>.........................] - ETA: 2:15:30 - loss: 0.2677 - accuracy: 0.9011
 240/1208 [====>.........................] - ETA: 2:15:19 - loss: 0.2672 - accuracy: 0.9013
 241/1208 [====>.........................] - ETA: 2:15:07 - loss: 0.2672 - accuracy: 0.9013
 242/1208 [=====>........................] - ETA: 2:14:53 - loss: 0.2667 - accuracy: 0.9015
 243/1208 [=====>........................] - ETA: 2:14:41 - loss: 0.2668 - accuracy: 0.9015
 244/1208 [=====>........................] - ETA: 2:14:29 - loss: 0.2672 - accuracy: 0.9014
 245/1208 [=====>........................] - ETA: 2:14:18 - loss: 0.2669 - accuracy: 0.9017
 246/1208 [=====>........................] - ETA: 2:14:07 - loss: 0.2670 - accuracy: 0.9015
 247/1208 [=====>........................] - ETA: 2:13:56 - loss: 0.2666 - accuracy: 0.9018
 248/1208 [=====>........................] - ETA: 2:13:44 - loss: 0.2671 - accuracy: 0.9015
 249/1208 [=====>........................] - ETA: 2:13:32 - loss: 0.2666 - accuracy: 0.9017
 250/1208 [=====>........................] - ETA: 2:13:13 - loss: 0.2668 - accuracy: 0.9018
 251/1208 [=====>........................] - ETA: 2:13:03 - loss: 0.2671 - accuracy: 0.9015
 252/1208 [=====>........................] - ETA: 2:12:55 - loss: 0.2677 - accuracy: 0.9012
 253/1208 [=====>........................] - ETA: 2:12:47 - loss: 0.2678 - accuracy: 0.9012
 254/1208 [=====>........................] - ETA: 2:12:38 - loss: 0.2675 - accuracy: 0.9013
 255/1208 [=====>........................] - ETA: 2:12:31 - loss: 0.2671 - accuracy: 0.9016
 256/1208 [=====>........................] - ETA: 2:12:23 - loss: 0.2669 - accuracy: 0.9017
 257/1208 [=====>........................] - ETA: 2:12:17 - loss: 0.2672 - accuracy: 0.9016
 258/1208 [=====>........................] - ETA: 2:12:09 - loss: 0.2673 - accuracy: 0.9016
 259/1208 [=====>........................] - ETA: 2:12:01 - loss: 0.2673 - accuracy: 0.9016
 260/1208 [=====>........................] - ETA: 2:11:55 - loss: 0.2675 - accuracy: 0.9016
 261/1208 [=====>........................] - ETA: 2:11:46 - loss: 0.2678 - accuracy: 0.9016
 262/1208 [=====>........................] - ETA: 2:11:38 - loss: 0.2677 - accuracy: 0.9015
 263/1208 [=====>........................] - ETA: 2:11:31 - loss: 0.2680 - accuracy: 0.9013
 264/1208 [=====>........................] - ETA: 2:11:25 - loss: 0.2677 - accuracy: 0.9014
 265/1208 [=====>........................] - ETA: 2:11:17 - loss: 0.2677 - accuracy: 0.9014
 266/1208 [=====>........................] - ETA: 2:11:10 - loss: 0.2675 - accuracy: 0.9015
 267/1208 [=====>........................] - ETA: 2:11:02 - loss: 0.2674 - accuracy: 0.9015
 268/1208 [=====>........................] - ETA: 2:10:56 - loss: 0.2671 - accuracy: 0.9015
 269/1208 [=====>........................] - ETA: 2:10:48 - loss: 0.2667 - accuracy: 0.9017
 270/1208 [=====>........................] - ETA: 2:10:41 - loss: 0.2665 - accuracy: 0.9018
 271/1208 [=====>........................] - ETA: 2:10:35 - loss: 0.2666 - accuracy: 0.9016
 272/1208 [=====>........................] - ETA: 2:10:26 - loss: 0.2669 - accuracy: 0.9015
 273/1208 [=====>........................] - ETA: 2:10:18 - loss: 0.2672 - accuracy: 0.9014
 274/1208 [=====>........................] - ETA: 2:10:10 - loss: 0.2675 - accuracy: 0.9015
 275/1208 [=====>........................] - ETA: 2:10:03 - loss: 0.2671 - accuracy: 0.9017
 276/1208 [=====>........................] - ETA: 2:09:56 - loss: 0.2672 - accuracy: 0.9016
 277/1208 [=====>........................] - ETA: 2:09:48 - loss: 0.2673 - accuracy: 0.9015
 278/1208 [=====>........................] - ETA: 2:09:42 - loss: 0.2670 - accuracy: 0.9016
 279/1208 [=====>........................] - ETA: 2:09:36 - loss: 0.2668 - accuracy: 0.9017
 280/1208 [=====>........................] - ETA: 2:09:29 - loss: 0.2669 - accuracy: 0.9018
 281/1208 [=====>........................] - ETA: 2:09:22 - loss: 0.2670 - accuracy: 0.9017
 282/1208 [======>.......................] - ETA: 2:09:13 - loss: 0.2669 - accuracy: 0.9018
 283/1208 [======>.......................] - ETA: 2:09:08 - loss: 0.2672 - accuracy: 0.9017
 284/1208 [======>.......................] - ETA: 2:09:01 - loss: 0.2671 - accuracy: 0.9016
 285/1208 [======>.......................] - ETA: 2:08:55 - loss: 0.2672 - accuracy: 0.9015
 286/1208 [======>.......................] - ETA: 2:08:48 - loss: 0.2673 - accuracy: 0.9016
 287/1208 [======>.......................] - ETA: 2:08:44 - loss: 0.2676 - accuracy: 0.9015
 288/1208 [======>.......................] - ETA: 2:08:39 - loss: 0.2673 - accuracy: 0.9015
 289/1208 [======>.......................] - ETA: 2:08:32 - loss: 0.2670 - accuracy: 0.9017
 290/1208 [======>.......................] - ETA: 2:08:24 - loss: 0.2667 - accuracy: 0.9017
 291/1208 [======>.......................] - ETA: 2:08:19 - loss: 0.2666 - accuracy: 0.9017
 292/1208 [======>.......................] - ETA: 2:08:12 - loss: 0.2665 - accuracy: 0.9018
 293/1208 [======>.......................] - ETA: 2:08:06 - loss: 0.2664 - accuracy: 0.9018
 294/1208 [======>.......................] - ETA: 2:07:54 - loss: 0.2664 - accuracy: 0.9018
 295/1208 [======>.......................] - ETA: 2:07:45 - loss: 0.2665 - accuracy: 0.9017
 296/1208 [======>.......................] - ETA: 2:07:37 - loss: 0.2665 - accuracy: 0.9018
 297/1208 [======>.......................] - ETA: 2:07:29 - loss: 0.2661 - accuracy: 0.9020
 298/1208 [======>.......................] - ETA: 2:07:20 - loss: 0.2662 - accuracy: 0.9019
 299/1208 [======>.......................] - ETA: 2:07:11 - loss: 0.2665 - accuracy: 0.9017
 300/1208 [======>.......................] - ETA: 2:07:03 - loss: 0.2663 - accuracy: 0.9017
 301/1208 [======>.......................] - ETA: 2:06:56 - loss: 0.2661 - accuracy: 0.9018
 302/1208 [======>.......................] - ETA: 2:06:48 - loss: 0.2662 - accuracy: 0.9017
 303/1208 [======>.......................] - ETA: 2:06:39 - loss: 0.2663 - accuracy: 0.9018
 304/1208 [======>.......................] - ETA: 2:06:31 - loss: 0.2668 - accuracy: 0.9018
 305/1208 [======>.......................] - ETA: 2:06:22 - loss: 0.2668 - accuracy: 0.9018
 306/1208 [======>.......................] - ETA: 2:06:13 - loss: 0.2673 - accuracy: 0.9018
 307/1208 [======>.......................] - ETA: 2:06:05 - loss: 0.2672 - accuracy: 0.9017
 308/1208 [======>.......................] - ETA: 2:05:57 - loss: 0.2673 - accuracy: 0.9016
 309/1208 [======>.......................] - ETA: 2:05:49 - loss: 0.2672 - accuracy: 0.9017
 310/1208 [======>.......................] - ETA: 2:05:41 - loss: 0.2672 - accuracy: 0.9017
 311/1208 [======>.......................] - ETA: 2:05:33 - loss: 0.2669 - accuracy: 0.9019
 312/1208 [======>.......................] - ETA: 2:05:24 - loss: 0.2679 - accuracy: 0.9016
 313/1208 [======>.......................] - ETA: 2:05:16 - loss: 0.2679 - accuracy: 0.9016
 314/1208 [======>.......................] - ETA: 2:05:08 - loss: 0.2680 - accuracy: 0.9017
 315/1208 [======>.......................] - ETA: 2:05:01 - loss: 0.2679 - accuracy: 0.9017
 316/1208 [======>.......................] - ETA: 2:04:53 - loss: 0.2676 - accuracy: 0.9018
 317/1208 [======>.......................] - ETA: 2:04:46 - loss: 0.2678 - accuracy: 0.9019
 318/1208 [======>.......................] - ETA: 2:04:36 - loss: 0.2676 - accuracy: 0.9019
 319/1208 [======>.......................] - ETA: 2:04:29 - loss: 0.2676 - accuracy: 0.9019
 320/1208 [======>.......................] - ETA: 2:04:23 - loss: 0.2675 - accuracy: 0.9019
 321/1208 [======>.......................] - ETA: 2:04:15 - loss: 0.2674 - accuracy: 0.9019
 322/1208 [======>.......................] - ETA: 2:04:08 - loss: 0.2681 - accuracy: 0.9017
 323/1208 [=======>......................] - ETA: 2:04:00 - loss: 0.2678 - accuracy: 0.9017
 324/1208 [=======>......................] - ETA: 2:03:54 - loss: 0.2679 - accuracy: 0.9018
 325/1208 [=======>......................] - ETA: 2:03:46 - loss: 0.2678 - accuracy: 0.9019
 326/1208 [=======>......................] - ETA: 2:03:38 - loss: 0.2676 - accuracy: 0.9019
 327/1208 [=======>......................] - ETA: 2:03:31 - loss: 0.2679 - accuracy: 0.9018
 328/1208 [=======>......................] - ETA: 2:03:24 - loss: 0.2678 - accuracy: 0.9017
 329/1208 [=======>......................] - ETA: 2:03:18 - loss: 0.2677 - accuracy: 0.9017
 330/1208 [=======>......................] - ETA: 2:03:10 - loss: 0.2678 - accuracy: 0.9017
 331/1208 [=======>......................] - ETA: 2:03:03 - loss: 0.2683 - accuracy: 0.9014
 332/1208 [=======>......................] - ETA: 2:02:56 - loss: 0.2682 - accuracy: 0.9014
 333/1208 [=======>......................] - ETA: 2:02:50 - loss: 0.2687 - accuracy: 0.9012
 334/1208 [=======>......................] - ETA: 2:02:43 - loss: 0.2689 - accuracy: 0.9012
 335/1208 [=======>......................] - ETA: 2:02:37 - loss: 0.2686 - accuracy: 0.9012
 336/1208 [=======>......................] - ETA: 2:02:29 - loss: 0.2686 - accuracy: 0.9011
 337/1208 [=======>......................] - ETA: 2:02:19 - loss: 0.2686 - accuracy: 0.9011
 338/1208 [=======>......................] - ETA: 2:02:09 - loss: 0.2683 - accuracy: 0.9012
 339/1208 [=======>......................] - ETA: 2:01:59 - loss: 0.2680 - accuracy: 0.9014
 340/1208 [=======>......................] - ETA: 2:01:50 - loss: 0.2680 - accuracy: 0.9014
 341/1208 [=======>......................] - ETA: 2:01:42 - loss: 0.2683 - accuracy: 0.9013
 342/1208 [=======>......................] - ETA: 2:01:32 - loss: 0.2681 - accuracy: 0.9014
 343/1208 [=======>......................] - ETA: 2:01:23 - loss: 0.2681 - accuracy: 0.9015
 344/1208 [=======>......................] - ETA: 2:01:12 - loss: 0.2683 - accuracy: 0.9014
 345/1208 [=======>......................] - ETA: 2:01:01 - loss: 0.2684 - accuracy: 0.9014
 346/1208 [=======>......................] - ETA: 2:00:49 - loss: 0.2686 - accuracy: 0.9014
 347/1208 [=======>......................] - ETA: 2:00:38 - loss: 0.2683 - accuracy: 0.9014
 348/1208 [=======>......................] - ETA: 2:00:28 - loss: 0.2684 - accuracy: 0.9014
 349/1208 [=======>......................] - ETA: 2:00:19 - loss: 0.2688 - accuracy: 0.9012
 350/1208 [=======>......................] - ETA: 2:00:08 - loss: 0.2686 - accuracy: 0.9013
 351/1208 [=======>......................] - ETA: 1:59:58 - loss: 0.2684 - accuracy: 0.9014
 352/1208 [=======>......................] - ETA: 1:59:48 - loss: 0.2682 - accuracy: 0.9015
 353/1208 [=======>......................] - ETA: 1:59:38 - loss: 0.2679 - accuracy: 0.9016
 354/1208 [=======>......................] - ETA: 1:59:27 - loss: 0.2680 - accuracy: 0.9014
 355/1208 [=======>......................] - ETA: 1:59:14 - loss: 0.2679 - accuracy: 0.9014
 356/1208 [=======>......................] - ETA: 1:59:04 - loss: 0.2680 - accuracy: 0.9013
 357/1208 [=======>......................] - ETA: 1:58:54 - loss: 0.2680 - accuracy: 0.9014
 358/1208 [=======>......................] - ETA: 1:58:44 - loss: 0.2681 - accuracy: 0.9013
 359/1208 [=======>......................] - ETA: 1:58:35 - loss: 0.2680 - accuracy: 0.9013
 360/1208 [=======>......................] - ETA: 1:58:24 - loss: 0.2682 - accuracy: 0.9012
 361/1208 [=======>......................] - ETA: 1:58:14 - loss: 0.2684 - accuracy: 0.9012
 362/1208 [=======>......................] - ETA: 1:58:03 - loss: 0.2686 - accuracy: 0.9011
 363/1208 [========>.....................] - ETA: 1:57:52 - loss: 0.2684 - accuracy: 0.9012
 364/1208 [========>.....................] - ETA: 1:57:43 - loss: 0.2682 - accuracy: 0.9012
 365/1208 [========>.....................] - ETA: 1:57:33 - loss: 0.2681 - accuracy: 0.9012
 366/1208 [========>.....................] - ETA: 1:57:24 - loss: 0.2685 - accuracy: 0.9012
 367/1208 [========>.....................] - ETA: 1:57:16 - loss: 0.2686 - accuracy: 0.9011
 368/1208 [========>.....................] - ETA: 1:57:09 - loss: 0.2688 - accuracy: 0.9009
 369/1208 [========>.....................] - ETA: 1:57:02 - loss: 0.2691 - accuracy: 0.9007
 370/1208 [========>.....................] - ETA: 1:56:53 - loss: 0.2690 - accuracy: 0.9008
 371/1208 [========>.....................] - ETA: 1:56:46 - loss: 0.2690 - accuracy: 0.9009
 372/1208 [========>.....................] - ETA: 1:56:40 - loss: 0.2691 - accuracy: 0.9008
 373/1208 [========>.....................] - ETA: 1:56:33 - loss: 0.2691 - accuracy: 0.9009
 374/1208 [========>.....................] - ETA: 1:56:28 - loss: 0.2695 - accuracy: 0.9007
 375/1208 [========>.....................] - ETA: 1:56:20 - loss: 0.2697 - accuracy: 0.9007
 376/1208 [========>.....................] - ETA: 1:56:14 - loss: 0.2699 - accuracy: 0.9006
 377/1208 [========>.....................] - ETA: 1:56:06 - loss: 0.2698 - accuracy: 0.9007
 378/1208 [========>.....................] - ETA: 1:55:58 - loss: 0.2697 - accuracy: 0.9007
 379/1208 [========>.....................] - ETA: 1:55:50 - loss: 0.2695 - accuracy: 0.9008
 380/1208 [========>.....................] - ETA: 1:55:42 - loss: 0.2694 - accuracy: 0.9008
 381/1208 [========>.....................] - ETA: 1:55:35 - loss: 0.2694 - accuracy: 0.9007
 382/1208 [========>.....................] - ETA: 1:55:28 - loss: 0.2696 - accuracy: 0.9005
 383/1208 [========>.....................] - ETA: 1:55:20 - loss: 0.2697 - accuracy: 0.9005
 384/1208 [========>.....................] - ETA: 1:55:13 - loss: 0.2699 - accuracy: 0.9005
 385/1208 [========>.....................] - ETA: 1:55:06 - loss: 0.2695 - accuracy: 0.9007
 386/1208 [========>.....................] - ETA: 1:54:59 - loss: 0.2694 - accuracy: 0.9007
 387/1208 [========>.....................] - ETA: 1:54:51 - loss: 0.2696 - accuracy: 0.9006
 388/1208 [========>.....................] - ETA: 1:54:43 - loss: 0.2696 - accuracy: 0.9006
 389/1208 [========>.....................] - ETA: 1:54:35 - loss: 0.2694 - accuracy: 0.9007
 390/1208 [========>.....................] - ETA: 1:54:27 - loss: 0.2692 - accuracy: 0.9008
 391/1208 [========>.....................] - ETA: 1:54:19 - loss: 0.2692 - accuracy: 0.9009
 392/1208 [========>.....................] - ETA: 1:54:12 - loss: 0.2690 - accuracy: 0.9009
 393/1208 [========>.....................] - ETA: 1:54:05 - loss: 0.2690 - accuracy: 0.9008
 394/1208 [========>.....................] - ETA: 1:53:57 - loss: 0.2688 - accuracy: 0.9010
 395/1208 [========>.....................] - ETA: 1:53:49 - loss: 0.2687 - accuracy: 0.9010
 396/1208 [========>.....................] - ETA: 1:53:41 - loss: 0.2685 - accuracy: 0.9010
 397/1208 [========>.....................] - ETA: 1:53:32 - loss: 0.2685 - accuracy: 0.9010
 398/1208 [========>.....................] - ETA: 1:53:24 - loss: 0.2687 - accuracy: 0.9009
 399/1208 [========>.....................] - ETA: 1:53:15 - loss: 0.2688 - accuracy: 0.9009
 400/1208 [========>.....................] - ETA: 1:53:08 - loss: 0.2685 - accuracy: 0.9010
 401/1208 [========>.....................] - ETA: 1:53:00 - loss: 0.2687 - accuracy: 0.9009
 402/1208 [========>.....................] - ETA: 1:52:52 - loss: 0.2688 - accuracy: 0.9008
 403/1208 [=========>....................] - ETA: 1:52:43 - loss: 0.2684 - accuracy: 0.9010
 404/1208 [=========>....................] - ETA: 1:52:35 - loss: 0.2688 - accuracy: 0.9009
 405/1208 [=========>....................] - ETA: 1:52:27 - loss: 0.2687 - accuracy: 0.9009
 406/1208 [=========>....................] - ETA: 1:52:20 - loss: 0.2687 - accuracy: 0.9009
 407/1208 [=========>....................] - ETA: 1:52:12 - loss: 0.2686 - accuracy: 0.9010
 408/1208 [=========>....................] - ETA: 1:52:04 - loss: 0.2689 - accuracy: 0.9008
 409/1208 [=========>....................] - ETA: 1:51:57 - loss: 0.2690 - accuracy: 0.9007
 410/1208 [=========>....................] - ETA: 1:51:50 - loss: 0.2692 - accuracy: 0.9006
 411/1208 [=========>....................] - ETA: 1:51:41 - loss: 0.2690 - accuracy: 0.9008
 412/1208 [=========>....................] - ETA: 1:51:33 - loss: 0.2691 - accuracy: 0.9007
 413/1208 [=========>....................] - ETA: 1:51:25 - loss: 0.2692 - accuracy: 0.9007
 414/1208 [=========>....................] - ETA: 1:51:18 - loss: 0.2691 - accuracy: 0.9007
 415/1208 [=========>....................] - ETA: 1:51:08 - loss: 0.2692 - accuracy: 0.9006
 416/1208 [=========>....................] - ETA: 1:51:00 - loss: 0.2690 - accuracy: 0.9007
 417/1208 [=========>....................] - ETA: 1:50:53 - loss: 0.2690 - accuracy: 0.9006
 418/1208 [=========>....................] - ETA: 1:50:45 - loss: 0.2694 - accuracy: 0.9006
 419/1208 [=========>....................] - ETA: 1:50:37 - loss: 0.2691 - accuracy: 0.9007
 420/1208 [=========>....................] - ETA: 1:50:30 - loss: 0.2690 - accuracy: 0.9007
 421/1208 [=========>....................] - ETA: 1:50:23 - loss: 0.2689 - accuracy: 0.9008
 422/1208 [=========>....................] - ETA: 1:50:15 - loss: 0.2690 - accuracy: 0.9007
 423/1208 [=========>....................] - ETA: 1:50:08 - loss: 0.2691 - accuracy: 0.9006
 424/1208 [=========>....................] - ETA: 1:50:01 - loss: 0.2694 - accuracy: 0.9005
 425/1208 [=========>....................] - ETA: 1:49:52 - loss: 0.2691 - accuracy: 0.9007
 426/1208 [=========>....................] - ETA: 1:49:45 - loss: 0.2689 - accuracy: 0.9008
 427/1208 [=========>....................] - ETA: 1:49:37 - loss: 0.2688 - accuracy: 0.9008
 428/1208 [=========>....................] - ETA: 1:49:29 - loss: 0.2686 - accuracy: 0.9009
 429/1208 [=========>....................] - ETA: 1:49:21 - loss: 0.2686 - accuracy: 0.9010
 430/1208 [=========>....................] - ETA: 1:49:15 - loss: 0.2685 - accuracy: 0.9011
 431/1208 [=========>....................] - ETA: 1:49:06 - loss: 0.2688 - accuracy: 0.9009
 432/1208 [=========>....................] - ETA: 1:48:59 - loss: 0.2686 - accuracy: 0.9010
 433/1208 [=========>....................] - ETA: 1:48:51 - loss: 0.2688 - accuracy: 0.9009
 434/1208 [=========>....................] - ETA: 1:48:42 - loss: 0.2686 - accuracy: 0.9010
 435/1208 [=========>....................] - ETA: 1:48:35 - loss: 0.2686 - accuracy: 0.9010
 436/1208 [=========>....................] - ETA: 1:48:26 - loss: 0.2683 - accuracy: 0.9012
 437/1208 [=========>....................] - ETA: 1:48:19 - loss: 0.2683 - accuracy: 0.9012
 438/1208 [=========>....................] - ETA: 1:48:12 - loss: 0.2681 - accuracy: 0.9013
 439/1208 [=========>....................] - ETA: 1:48:04 - loss: 0.2685 - accuracy: 0.9011
 440/1208 [=========>....................] - ETA: 1:47:56 - loss: 0.2685 - accuracy: 0.9010
 441/1208 [=========>....................] - ETA: 1:47:49 - loss: 0.2687 - accuracy: 0.9009
 442/1208 [=========>....................] - ETA: 1:47:41 - loss: 0.2686 - accuracy: 0.9010
 443/1208 [==========>...................] - ETA: 1:47:32 - loss: 0.2686 - accuracy: 0.9010
 444/1208 [==========>...................] - ETA: 1:47:23 - loss: 0.2690 - accuracy: 0.9007
 445/1208 [==========>...................] - ETA: 1:47:16 - loss: 0.2689 - accuracy: 0.9007
 446/1208 [==========>...................] - ETA: 1:47:08 - loss: 0.2688 - accuracy: 0.9008
 447/1208 [==========>...................] - ETA: 1:46:59 - loss: 0.2689 - accuracy: 0.9008
 448/1208 [==========>...................] - ETA: 1:46:51 - loss: 0.2690 - accuracy: 0.9007
 449/1208 [==========>...................] - ETA: 1:46:40 - loss: 0.2689 - accuracy: 0.9008
 450/1208 [==========>...................] - ETA: 1:46:30 - loss: 0.2689 - accuracy: 0.9008
 451/1208 [==========>...................] - ETA: 1:46:21 - loss: 0.2689 - accuracy: 0.9008
 452/1208 [==========>...................] - ETA: 1:46:11 - loss: 0.2691 - accuracy: 0.9008
 453/1208 [==========>...................] - ETA: 1:46:01 - loss: 0.2692 - accuracy: 0.9007
 454/1208 [==========>...................] - ETA: 1:45:51 - loss: 0.2694 - accuracy: 0.9006
 455/1208 [==========>...................] - ETA: 1:45:42 - loss: 0.2694 - accuracy: 0.9006
 456/1208 [==========>...................] - ETA: 1:45:32 - loss: 0.2694 - accuracy: 0.9007
 457/1208 [==========>...................] - ETA: 1:45:23 - loss: 0.2693 - accuracy: 0.9007
 458/1208 [==========>...................] - ETA: 1:45:13 - loss: 0.2692 - accuracy: 0.9008
 459/1208 [==========>...................] - ETA: 1:45:01 - loss: 0.2693 - accuracy: 0.9008
 460/1208 [==========>...................] - ETA: 1:44:51 - loss: 0.2695 - accuracy: 0.9007
 461/1208 [==========>...................] - ETA: 1:44:41 - loss: 0.2699 - accuracy: 0.9005
 462/1208 [==========>...................] - ETA: 1:44:32 - loss: 0.2699 - accuracy: 0.9005
 463/1208 [==========>...................] - ETA: 1:44:22 - loss: 0.2702 - accuracy: 0.9005
 464/1208 [==========>...................] - ETA: 1:44:11 - loss: 0.2705 - accuracy: 0.9004
 465/1208 [==========>...................] - ETA: 1:44:02 - loss: 0.2704 - accuracy: 0.9003
 466/1208 [==========>...................] - ETA: 1:43:52 - loss: 0.2703 - accuracy: 0.9004
 467/1208 [==========>...................] - ETA: 1:43:43 - loss: 0.2702 - accuracy: 0.9004
 468/1208 [==========>...................] - ETA: 1:43:33 - loss: 0.2705 - accuracy: 0.9003
 469/1208 [==========>...................] - ETA: 1:43:23 - loss: 0.2706 - accuracy: 0.9003
 470/1208 [==========>...................] - ETA: 1:43:13 - loss: 0.2705 - accuracy: 0.9003
 471/1208 [==========>...................] - ETA: 1:43:04 - loss: 0.2707 - accuracy: 0.9002
 472/1208 [==========>...................] - ETA: 1:42:56 - loss: 0.2708 - accuracy: 0.9002
 473/1208 [==========>...................] - ETA: 1:42:47 - loss: 0.2708 - accuracy: 0.9002
 474/1208 [==========>...................] - ETA: 1:42:39 - loss: 0.2708 - accuracy: 0.9003
 475/1208 [==========>...................] - ETA: 1:42:29 - loss: 0.2710 - accuracy: 0.9001
 476/1208 [==========>...................] - ETA: 1:42:21 - loss: 0.2710 - accuracy: 0.9001
 477/1208 [==========>...................] - ETA: 1:42:12 - loss: 0.2710 - accuracy: 0.9002
 478/1208 [==========>...................] - ETA: 1:42:01 - loss: 0.2709 - accuracy: 0.9003
 479/1208 [==========>...................] - ETA: 1:41:53 - loss: 0.2707 - accuracy: 0.9004
 480/1208 [==========>...................] - ETA: 1:41:46 - loss: 0.2709 - accuracy: 0.9002
 481/1208 [==========>...................] - ETA: 1:41:37 - loss: 0.2711 - accuracy: 0.9002
 482/1208 [==========>...................] - ETA: 1:41:30 - loss: 0.2714 - accuracy: 0.9001
 483/1208 [==========>...................] - ETA: 1:41:22 - loss: 0.2714 - accuracy: 0.9001
 484/1208 [===========>..................] - ETA: 1:41:15 - loss: 0.2713 - accuracy: 0.9001
 485/1208 [===========>..................] - ETA: 1:41:07 - loss: 0.2714 - accuracy: 0.9000
 486/1208 [===========>..................] - ETA: 1:40:59 - loss: 0.2713 - accuracy: 0.9000
 487/1208 [===========>..................] - ETA: 1:40:51 - loss: 0.2714 - accuracy: 0.8999
 488/1208 [===========>..................] - ETA: 1:40:43 - loss: 0.2714 - accuracy: 0.9000
 489/1208 [===========>..................] - ETA: 1:40:36 - loss: 0.2715 - accuracy: 0.9000
 490/1208 [===========>..................] - ETA: 1:40:26 - loss: 0.2715 - accuracy: 0.9000
 491/1208 [===========>..................] - ETA: 1:40:18 - loss: 0.2715 - accuracy: 0.8999
 492/1208 [===========>..................] - ETA: 1:40:10 - loss: 0.2714 - accuracy: 0.9000
 493/1208 [===========>..................] - ETA: 1:40:03 - loss: 0.2715 - accuracy: 0.9000
 494/1208 [===========>..................] - ETA: 1:39:54 - loss: 0.2715 - accuracy: 0.9000
 495/1208 [===========>..................] - ETA: 1:39:47 - loss: 0.2716 - accuracy: 0.9001
 496/1208 [===========>..................] - ETA: 1:39:40 - loss: 0.2718 - accuracy: 0.8999
 497/1208 [===========>..................] - ETA: 1:39:31 - loss: 0.2718 - accuracy: 0.8999
 498/1208 [===========>..................] - ETA: 1:39:24 - loss: 0.2717 - accuracy: 0.8999
 499/1208 [===========>..................] - ETA: 1:39:15 - loss: 0.2717 - accuracy: 0.9000
 500/1208 [===========>..................] - ETA: 1:39:07 - loss: 0.2717 - accuracy: 0.9000
 501/1208 [===========>..................] - ETA: 1:38:58 - loss: 0.2717 - accuracy: 0.9000
 502/1208 [===========>..................] - ETA: 1:38:50 - loss: 0.2716 - accuracy: 0.9000
 503/1208 [===========>..................] - ETA: 1:38:43 - loss: 0.2717 - accuracy: 0.9000
 504/1208 [===========>..................] - ETA: 1:38:34 - loss: 0.2718 - accuracy: 0.9000
 505/1208 [===========>..................] - ETA: 1:38:26 - loss: 0.2716 - accuracy: 0.9001
 506/1208 [===========>..................] - ETA: 1:38:17 - loss: 0.2717 - accuracy: 0.9000
 507/1208 [===========>..................] - ETA: 1:38:08 - loss: 0.2718 - accuracy: 0.9000
 508/1208 [===========>..................] - ETA: 1:38:00 - loss: 0.2719 - accuracy: 0.9000
 509/1208 [===========>..................] - ETA: 1:37:51 - loss: 0.2719 - accuracy: 0.9000
 510/1208 [===========>..................] - ETA: 1:37:43 - loss: 0.2719 - accuracy: 0.9000
 511/1208 [===========>..................] - ETA: 1:37:35 - loss: 0.2719 - accuracy: 0.8999
 512/1208 [===========>..................] - ETA: 1:37:27 - loss: 0.2716 - accuracy: 0.9000
 513/1208 [===========>..................] - ETA: 1:37:18 - loss: 0.2717 - accuracy: 0.9000
 514/1208 [===========>..................] - ETA: 1:37:10 - loss: 0.2717 - accuracy: 0.9000
 515/1208 [===========>..................] - ETA: 1:37:02 - loss: 0.2716 - accuracy: 0.9001
 516/1208 [===========>..................] - ETA: 1:36:54 - loss: 0.2714 - accuracy: 0.9002
 517/1208 [===========>..................] - ETA: 1:36:45 - loss: 0.2715 - accuracy: 0.9001
 518/1208 [===========>..................] - ETA: 1:36:37 - loss: 0.2715 - accuracy: 0.9002
 519/1208 [===========>..................] - ETA: 1:36:29 - loss: 0.2715 - accuracy: 0.9001
 520/1208 [===========>..................] - ETA: 1:36:20 - loss: 0.2713 - accuracy: 0.9002
 521/1208 [===========>..................] - ETA: 1:36:12 - loss: 0.2714 - accuracy: 0.9003
 522/1208 [===========>..................] - ETA: 1:36:03 - loss: 0.2713 - accuracy: 0.9003
 523/1208 [===========>..................] - ETA: 1:35:56 - loss: 0.2713 - accuracy: 0.9003
 524/1208 [============>.................] - ETA: 1:35:49 - loss: 0.2712 - accuracy: 0.9003
 525/1208 [============>.................] - ETA: 1:35:41 - loss: 0.2711 - accuracy: 0.9003
 526/1208 [============>.................] - ETA: 1:35:32 - loss: 0.2710 - accuracy: 0.9003
 527/1208 [============>.................] - ETA: 1:35:25 - loss: 0.2712 - accuracy: 0.9003
 528/1208 [============>.................] - ETA: 1:35:16 - loss: 0.2712 - accuracy: 0.9002
 529/1208 [============>.................] - ETA: 1:35:09 - loss: 0.2712 - accuracy: 0.9003
 530/1208 [============>.................] - ETA: 1:35:01 - loss: 0.2711 - accuracy: 0.9003
 531/1208 [============>.................] - ETA: 1:34:53 - loss: 0.2712 - accuracy: 0.9003
 532/1208 [============>.................] - ETA: 1:34:45 - loss: 0.2711 - accuracy: 0.9003
 533/1208 [============>.................] - ETA: 1:34:37 - loss: 0.2710 - accuracy: 0.9004
 534/1208 [============>.................] - ETA: 1:34:29 - loss: 0.2711 - accuracy: 0.9003
 535/1208 [============>.................] - ETA: 1:34:20 - loss: 0.2712 - accuracy: 0.9003
 536/1208 [============>.................] - ETA: 1:34:12 - loss: 0.2711 - accuracy: 0.9003
 537/1208 [============>.................] - ETA: 1:34:05 - loss: 0.2711 - accuracy: 0.9004
 538/1208 [============>.................] - ETA: 1:33:57 - loss: 0.2710 - accuracy: 0.9004
 539/1208 [============>.................] - ETA: 1:33:49 - loss: 0.2713 - accuracy: 0.9003
 540/1208 [============>.................] - ETA: 1:33:42 - loss: 0.2714 - accuracy: 0.9003
 541/1208 [============>.................] - ETA: 1:33:34 - loss: 0.2713 - accuracy: 0.9003
 542/1208 [============>.................] - ETA: 1:33:26 - loss: 0.2713 - accuracy: 0.9003
 543/1208 [============>.................] - ETA: 1:33:18 - loss: 0.2713 - accuracy: 0.9003
 544/1208 [============>.................] - ETA: 1:33:10 - loss: 0.2712 - accuracy: 0.9003
 545/1208 [============>.................] - ETA: 1:33:02 - loss: 0.2714 - accuracy: 0.9002
 546/1208 [============>.................] - ETA: 1:32:54 - loss: 0.2717 - accuracy: 0.9001
 547/1208 [============>.................] - ETA: 1:32:46 - loss: 0.2715 - accuracy: 0.9002
 548/1208 [============>.................] - ETA: 1:32:39 - loss: 0.2716 - accuracy: 0.9002
 549/1208 [============>.................] - ETA: 1:32:31 - loss: 0.2715 - accuracy: 0.9002
 550/1208 [============>.................] - ETA: 1:32:23 - loss: 0.2715 - accuracy: 0.9002
 551/1208 [============>.................] - ETA: 1:32:15 - loss: 0.2714 - accuracy: 0.9002
 552/1208 [============>.................] - ETA: 1:32:07 - loss: 0.2715 - accuracy: 0.9002
 553/1208 [============>.................] - ETA: 1:31:58 - loss: 0.2716 - accuracy: 0.9002
 554/1208 [============>.................] - ETA: 1:31:50 - loss: 0.2717 - accuracy: 0.9001
 555/1208 [============>.................] - ETA: 1:31:42 - loss: 0.2719 - accuracy: 0.9000
 556/1208 [============>.................] - ETA: 1:31:34 - loss: 0.2717 - accuracy: 0.9001
 557/1208 [============>.................] - ETA: 1:31:26 - loss: 0.2718 - accuracy: 0.9000
 558/1208 [============>.................] - ETA: 1:31:18 - loss: 0.2719 - accuracy: 0.8999
 559/1208 [============>.................] - ETA: 1:31:10 - loss: 0.2719 - accuracy: 0.8999
 560/1208 [============>.................] - ETA: 1:31:02 - loss: 0.2718 - accuracy: 0.8999
 561/1208 [============>.................] - ETA: 1:30:54 - loss: 0.2716 - accuracy: 0.9000
 562/1208 [============>.................] - ETA: 1:30:46 - loss: 0.2716 - accuracy: 0.9001
 563/1208 [============>.................] - ETA: 1:30:38 - loss: 0.2716 - accuracy: 0.9001
 564/1208 [=============>................] - ETA: 1:30:30 - loss: 0.2714 - accuracy: 0.9002
 565/1208 [=============>................] - ETA: 1:30:22 - loss: 0.2717 - accuracy: 0.9001
 566/1208 [=============>................] - ETA: 1:30:14 - loss: 0.2714 - accuracy: 0.9003
 567/1208 [=============>................] - ETA: 1:30:05 - loss: 0.2714 - accuracy: 0.9002
 568/1208 [=============>................] - ETA: 1:29:56 - loss: 0.2714 - accuracy: 0.9002
 569/1208 [=============>................] - ETA: 1:29:47 - loss: 0.2714 - accuracy: 0.9002
 570/1208 [=============>................] - ETA: 1:29:37 - loss: 0.2713 - accuracy: 0.9002
 571/1208 [=============>................] - ETA: 1:29:28 - loss: 0.2714 - accuracy: 0.9002
 572/1208 [=============>................] - ETA: 1:29:20 - loss: 0.2715 - accuracy: 0.9002
 573/1208 [=============>................] - ETA: 1:29:10 - loss: 0.2715 - accuracy: 0.9001
 574/1208 [=============>................] - ETA: 1:29:01 - loss: 0.2715 - accuracy: 0.9001
 575/1208 [=============>................] - ETA: 1:28:53 - loss: 0.2716 - accuracy: 0.9001
 576/1208 [=============>................] - ETA: 1:28:43 - loss: 0.2716 - accuracy: 0.9002
 577/1208 [=============>................] - ETA: 1:28:34 - loss: 0.2715 - accuracy: 0.9002
 578/1208 [=============>................] - ETA: 1:28:25 - loss: 0.2715 - accuracy: 0.9002
 579/1208 [=============>................] - ETA: 1:28:16 - loss: 0.2715 - accuracy: 0.9003
 580/1208 [=============>................] - ETA: 1:28:07 - loss: 0.2714 - accuracy: 0.9002
 581/1208 [=============>................] - ETA: 1:27:58 - loss: 0.2714 - accuracy: 0.9003
 582/1208 [=============>................] - ETA: 1:27:49 - loss: 0.2714 - accuracy: 0.9003
 583/1208 [=============>................] - ETA: 1:27:39 - loss: 0.2712 - accuracy: 0.9004
 584/1208 [=============>................] - ETA: 1:27:30 - loss: 0.2715 - accuracy: 0.9002
 585/1208 [=============>................] - ETA: 1:27:22 - loss: 0.2713 - accuracy: 0.9002
 586/1208 [=============>................] - ETA: 1:27:13 - loss: 0.2713 - accuracy: 0.9002
 587/1208 [=============>................] - ETA: 1:27:04 - loss: 0.2711 - accuracy: 0.9002
 588/1208 [=============>................] - ETA: 1:26:55 - loss: 0.2711 - accuracy: 0.9002
 589/1208 [=============>................] - ETA: 1:26:46 - loss: 0.2711 - accuracy: 0.9002
 590/1208 [=============>................] - ETA: 1:26:38 - loss: 0.2710 - accuracy: 0.9003
 591/1208 [=============>................] - ETA: 1:26:28 - loss: 0.2711 - accuracy: 0.9002
 592/1208 [=============>................] - ETA: 1:26:19 - loss: 0.2711 - accuracy: 0.9002
 593/1208 [=============>................] - ETA: 1:26:10 - loss: 0.2713 - accuracy: 0.9001
 594/1208 [=============>................] - ETA: 1:26:01 - loss: 0.2714 - accuracy: 0.9000
 595/1208 [=============>................] - ETA: 1:25:53 - loss: 0.2716 - accuracy: 0.9000
 596/1208 [=============>................] - ETA: 1:25:44 - loss: 0.2717 - accuracy: 0.9000
 597/1208 [=============>................] - ETA: 1:25:36 - loss: 0.2716 - accuracy: 0.9000
 598/1208 [=============>................] - ETA: 1:25:27 - loss: 0.2717 - accuracy: 0.9000
 599/1208 [=============>................] - ETA: 1:25:18 - loss: 0.2716 - accuracy: 0.9000
 600/1208 [=============>................] - ETA: 1:25:10 - loss: 0.2715 - accuracy: 0.9000
 601/1208 [=============>................] - ETA: 1:25:01 - loss: 0.2714 - accuracy: 0.9001
 602/1208 [=============>................] - ETA: 1:24:54 - loss: 0.2715 - accuracy: 0.9000
 603/1208 [=============>................] - ETA: 1:24:46 - loss: 0.2715 - accuracy: 0.9001
 604/1208 [==============>...............] - ETA: 1:24:38 - loss: 0.2712 - accuracy: 0.9002
 605/1208 [==============>...............] - ETA: 1:24:29 - loss: 0.2713 - accuracy: 0.9002
 606/1208 [==============>...............] - ETA: 1:24:21 - loss: 0.2711 - accuracy: 0.9002
 607/1208 [==============>...............] - ETA: 1:24:13 - loss: 0.2714 - accuracy: 0.9001
 608/1208 [==============>...............] - ETA: 1:24:05 - loss: 0.2713 - accuracy: 0.9001
 609/1208 [==============>...............] - ETA: 1:23:57 - loss: 0.2713 - accuracy: 0.9001
 610/1208 [==============>...............] - ETA: 1:23:49 - loss: 0.2711 - accuracy: 0.9001
 611/1208 [==============>...............] - ETA: 1:23:39 - loss: 0.2711 - accuracy: 0.9001
 612/1208 [==============>...............] - ETA: 1:23:31 - loss: 0.2710 - accuracy: 0.9001
 613/1208 [==============>...............] - ETA: 1:23:23 - loss: 0.2711 - accuracy: 0.9001
 614/1208 [==============>...............] - ETA: 1:23:15 - loss: 0.2713 - accuracy: 0.9000
 615/1208 [==============>...............] - ETA: 1:23:07 - loss: 0.2712 - accuracy: 0.9001
 616/1208 [==============>...............] - ETA: 1:22:59 - loss: 0.2711 - accuracy: 0.9001
 617/1208 [==============>...............] - ETA: 1:22:51 - loss: 0.2711 - accuracy: 0.9001
 618/1208 [==============>...............] - ETA: 1:22:42 - loss: 0.2711 - accuracy: 0.9001
 619/1208 [==============>...............] - ETA: 1:22:35 - loss: 0.2712 - accuracy: 0.9001
 620/1208 [==============>...............] - ETA: 1:22:26 - loss: 0.2713 - accuracy: 0.9001
 621/1208 [==============>...............] - ETA: 1:22:19 - loss: 0.2713 - accuracy: 0.9001
 622/1208 [==============>...............] - ETA: 1:22:11 - loss: 0.2711 - accuracy: 0.9002
 623/1208 [==============>...............] - ETA: 1:22:03 - loss: 0.2713 - accuracy: 0.9001
 624/1208 [==============>...............] - ETA: 1:21:55 - loss: 0.2713 - accuracy: 0.9000
 625/1208 [==============>...............] - ETA: 1:21:46 - loss: 0.2713 - accuracy: 0.9000
 626/1208 [==============>...............] - ETA: 1:21:37 - loss: 0.2713 - accuracy: 0.9000
 627/1208 [==============>...............] - ETA: 1:21:29 - loss: 0.2712 - accuracy: 0.9001
 628/1208 [==============>...............] - ETA: 1:21:21 - loss: 0.2711 - accuracy: 0.9001
 629/1208 [==============>...............] - ETA: 1:21:13 - loss: 0.2710 - accuracy: 0.9002
 630/1208 [==============>...............] - ETA: 1:21:05 - loss: 0.2710 - accuracy: 0.9001
 631/1208 [==============>...............] - ETA: 1:20:57 - loss: 0.2711 - accuracy: 0.9000
 632/1208 [==============>...............] - ETA: 1:20:49 - loss: 0.2712 - accuracy: 0.8999
 633/1208 [==============>...............] - ETA: 1:20:41 - loss: 0.2713 - accuracy: 0.8999
 634/1208 [==============>...............] - ETA: 1:20:33 - loss: 0.2712 - accuracy: 0.8999
 635/1208 [==============>...............] - ETA: 1:20:25 - loss: 0.2712 - accuracy: 0.8999
 636/1208 [==============>...............] - ETA: 1:20:16 - loss: 0.2712 - accuracy: 0.8999
 637/1208 [==============>...............] - ETA: 1:20:08 - loss: 0.2711 - accuracy: 0.8999
 638/1208 [==============>...............] - ETA: 1:20:00 - loss: 0.2711 - accuracy: 0.8999
 639/1208 [==============>...............] - ETA: 1:19:52 - loss: 0.2711 - accuracy: 0.8999
 640/1208 [==============>...............] - ETA: 1:19:44 - loss: 0.2712 - accuracy: 0.8999
 641/1208 [==============>...............] - ETA: 1:19:36 - loss: 0.2711 - accuracy: 0.8999
 642/1208 [==============>...............] - ETA: 1:19:27 - loss: 0.2711 - accuracy: 0.8998
 643/1208 [==============>...............] - ETA: 1:19:19 - loss: 0.2711 - accuracy: 0.8998
 644/1208 [==============>...............] - ETA: 1:19:10 - loss: 0.2711 - accuracy: 0.8999
 645/1208 [===============>..............] - ETA: 1:19:02 - loss: 0.2713 - accuracy: 0.8998
 646/1208 [===============>..............] - ETA: 1:18:55 - loss: 0.2714 - accuracy: 0.8997
 647/1208 [===============>..............] - ETA: 1:18:47 - loss: 0.2714 - accuracy: 0.8998
 648/1208 [===============>..............] - ETA: 1:18:40 - loss: 0.2713 - accuracy: 0.8998
 649/1208 [===============>..............] - ETA: 1:18:32 - loss: 0.2713 - accuracy: 0.8997
 650/1208 [===============>..............] - ETA: 1:18:23 - loss: 0.2712 - accuracy: 0.8998
 651/1208 [===============>..............] - ETA: 1:18:15 - loss: 0.2713 - accuracy: 0.8997
 652/1208 [===============>..............] - ETA: 1:18:07 - loss: 0.2713 - accuracy: 0.8998
 653/1208 [===============>..............] - ETA: 1:17:59 - loss: 0.2713 - accuracy: 0.8998
 654/1208 [===============>..............] - ETA: 1:17:51 - loss: 0.2713 - accuracy: 0.8998
 655/1208 [===============>..............] - ETA: 1:17:43 - loss: 0.2716 - accuracy: 0.8997
 656/1208 [===============>..............] - ETA: 1:17:35 - loss: 0.2715 - accuracy: 0.8997
 657/1208 [===============>..............] - ETA: 1:17:27 - loss: 0.2716 - accuracy: 0.8997
 658/1208 [===============>..............] - ETA: 1:17:18 - loss: 0.2716 - accuracy: 0.8996
 659/1208 [===============>..............] - ETA: 1:17:11 - loss: 0.2714 - accuracy: 0.8997
 660/1208 [===============>..............] - ETA: 1:17:03 - loss: 0.2715 - accuracy: 0.8996
 661/1208 [===============>..............] - ETA: 1:16:54 - loss: 0.2715 - accuracy: 0.8996
 662/1208 [===============>..............] - ETA: 1:16:46 - loss: 0.2715 - accuracy: 0.8996
 663/1208 [===============>..............] - ETA: 1:16:38 - loss: 0.2716 - accuracy: 0.8996
 664/1208 [===============>..............] - ETA: 1:16:30 - loss: 0.2717 - accuracy: 0.8995
 665/1208 [===============>..............] - ETA: 1:16:22 - loss: 0.2717 - accuracy: 0.8995
 666/1208 [===============>..............] - ETA: 1:16:13 - loss: 0.2715 - accuracy: 0.8996
 667/1208 [===============>..............] - ETA: 1:16:05 - loss: 0.2714 - accuracy: 0.8996
 668/1208 [===============>..............] - ETA: 1:15:57 - loss: 0.2715 - accuracy: 0.8997
 669/1208 [===============>..............] - ETA: 1:15:49 - loss: 0.2714 - accuracy: 0.8997
 670/1208 [===============>..............] - ETA: 1:15:40 - loss: 0.2714 - accuracy: 0.8998
 671/1208 [===============>..............] - ETA: 1:15:32 - loss: 0.2714 - accuracy: 0.8998
 672/1208 [===============>..............] - ETA: 1:15:23 - loss: 0.2713 - accuracy: 0.8998
 673/1208 [===============>..............] - ETA: 1:15:15 - loss: 0.2713 - accuracy: 0.8998
 674/1208 [===============>..............] - ETA: 1:15:07 - loss: 0.2712 - accuracy: 0.8999
 675/1208 [===============>..............] - ETA: 1:14:59 - loss: 0.2712 - accuracy: 0.8998
 676/1208 [===============>..............] - ETA: 1:14:51 - loss: 0.2712 - accuracy: 0.8998
 677/1208 [===============>..............] - ETA: 1:14:43 - loss: 0.2716 - accuracy: 0.8996
 678/1208 [===============>..............] - ETA: 1:14:35 - loss: 0.2717 - accuracy: 0.8995
 679/1208 [===============>..............] - ETA: 1:14:27 - loss: 0.2716 - accuracy: 0.8996
 680/1208 [===============>..............] - ETA: 1:14:19 - loss: 0.2716 - accuracy: 0.8996
 681/1208 [===============>..............] - ETA: 1:14:10 - loss: 0.2714 - accuracy: 0.8997
 682/1208 [===============>..............] - ETA: 1:14:01 - loss: 0.2714 - accuracy: 0.8997
 683/1208 [===============>..............] - ETA: 1:13:52 - loss: 0.2713 - accuracy: 0.8997
 684/1208 [===============>..............] - ETA: 1:13:43 - loss: 0.2713 - accuracy: 0.8997
 685/1208 [================>.............] - ETA: 1:13:35 - loss: 0.2713 - accuracy: 0.8997
 686/1208 [================>.............] - ETA: 1:13:26 - loss: 0.2712 - accuracy: 0.8997
 687/1208 [================>.............] - ETA: 1:13:18 - loss: 0.2713 - accuracy: 0.8997
 688/1208 [================>.............] - ETA: 1:13:09 - loss: 0.2713 - accuracy: 0.8997
 689/1208 [================>.............] - ETA: 1:13:00 - loss: 0.2714 - accuracy: 0.8997
 690/1208 [================>.............] - ETA: 1:12:51 - loss: 0.2713 - accuracy: 0.8997
 691/1208 [================>.............] - ETA: 1:12:42 - loss: 0.2711 - accuracy: 0.8997
 692/1208 [================>.............] - ETA: 1:12:34 - loss: 0.2711 - accuracy: 0.8997
 693/1208 [================>.............] - ETA: 1:12:25 - loss: 0.2710 - accuracy: 0.8998
 694/1208 [================>.............] - ETA: 1:12:17 - loss: 0.2709 - accuracy: 0.8998
 695/1208 [================>.............] - ETA: 1:12:08 - loss: 0.2709 - accuracy: 0.8998
 696/1208 [================>.............] - ETA: 1:11:59 - loss: 0.2710 - accuracy: 0.8997
 697/1208 [================>.............] - ETA: 1:11:51 - loss: 0.2710 - accuracy: 0.8998
 698/1208 [================>.............] - ETA: 1:11:42 - loss: 0.2711 - accuracy: 0.8997
 699/1208 [================>.............] - ETA: 1:11:33 - loss: 0.2712 - accuracy: 0.8997
 700/1208 [================>.............] - ETA: 1:11:25 - loss: 0.2711 - accuracy: 0.8998
 701/1208 [================>.............] - ETA: 1:11:16 - loss: 0.2713 - accuracy: 0.8997
 702/1208 [================>.............] - ETA: 1:11:08 - loss: 0.2711 - accuracy: 0.8998
 703/1208 [================>.............] - ETA: 1:10:59 - loss: 0.2710 - accuracy: 0.8999
 704/1208 [================>.............] - ETA: 1:10:50 - loss: 0.2710 - accuracy: 0.8998
 705/1208 [================>.............] - ETA: 1:10:41 - loss: 0.2710 - accuracy: 0.8998
 706/1208 [================>.............] - ETA: 1:10:32 - loss: 0.2711 - accuracy: 0.8997
 707/1208 [================>.............] - ETA: 1:10:23 - loss: 0.2711 - accuracy: 0.8997
 708/1208 [================>.............] - ETA: 1:10:14 - loss: 0.2712 - accuracy: 0.8996
 709/1208 [================>.............] - ETA: 1:10:05 - loss: 0.2714 - accuracy: 0.8996
 710/1208 [================>.............] - ETA: 1:09:56 - loss: 0.2712 - accuracy: 0.8996
 711/1208 [================>.............] - ETA: 1:09:48 - loss: 0.2711 - accuracy: 0.8997
 712/1208 [================>.............] - ETA: 1:09:39 - loss: 0.2710 - accuracy: 0.8998
 713/1208 [================>.............] - ETA: 1:09:31 - loss: 0.2710 - accuracy: 0.8998
 714/1208 [================>.............] - ETA: 1:09:23 - loss: 0.2710 - accuracy: 0.8998
 715/1208 [================>.............] - ETA: 1:09:14 - loss: 0.2711 - accuracy: 0.8997
 716/1208 [================>.............] - ETA: 1:09:06 - loss: 0.2710 - accuracy: 0.8998
 717/1208 [================>.............] - ETA: 1:08:58 - loss: 0.2709 - accuracy: 0.8998
 718/1208 [================>.............] - ETA: 1:08:50 - loss: 0.2707 - accuracy: 0.8999
 719/1208 [================>.............] - ETA: 1:08:41 - loss: 0.2708 - accuracy: 0.8999
 720/1208 [================>.............] - ETA: 1:08:33 - loss: 0.2707 - accuracy: 0.8999
 721/1208 [================>.............] - ETA: 1:08:25 - loss: 0.2709 - accuracy: 0.8998
 722/1208 [================>.............] - ETA: 1:08:16 - loss: 0.2710 - accuracy: 0.8998
 723/1208 [================>.............] - ETA: 1:08:08 - loss: 0.2709 - accuracy: 0.8998
 724/1208 [================>.............] - ETA: 1:08:00 - loss: 0.2707 - accuracy: 0.8999
 725/1208 [=================>............] - ETA: 1:07:51 - loss: 0.2709 - accuracy: 0.8998
 726/1208 [=================>............] - ETA: 1:07:43 - loss: 0.2709 - accuracy: 0.8998
 727/1208 [=================>............] - ETA: 1:07:34 - loss: 0.2710 - accuracy: 0.8997
 728/1208 [=================>............] - ETA: 1:07:26 - loss: 0.2713 - accuracy: 0.8997
 729/1208 [=================>............] - ETA: 1:07:18 - loss: 0.2712 - accuracy: 0.8997
 730/1208 [=================>............] - ETA: 1:07:09 - loss: 0.2711 - accuracy: 0.8998
 731/1208 [=================>............] - ETA: 1:07:01 - loss: 0.2709 - accuracy: 0.8998
 732/1208 [=================>............] - ETA: 1:06:53 - loss: 0.2710 - accuracy: 0.8997
 733/1208 [=================>............] - ETA: 1:06:45 - loss: 0.2710 - accuracy: 0.8997
 734/1208 [=================>............] - ETA: 1:06:37 - loss: 0.2710 - accuracy: 0.8998
 735/1208 [=================>............] - ETA: 1:06:29 - loss: 0.2711 - accuracy: 0.8997
 736/1208 [=================>............] - ETA: 1:06:21 - loss: 0.2712 - accuracy: 0.8997
 737/1208 [=================>............] - ETA: 1:06:13 - loss: 0.2713 - accuracy: 0.8997
 738/1208 [=================>............] - ETA: 1:06:05 - loss: 0.2711 - accuracy: 0.8997
 739/1208 [=================>............] - ETA: 1:05:57 - loss: 0.2712 - accuracy: 0.8997
 740/1208 [=================>............] - ETA: 1:05:48 - loss: 0.2711 - accuracy: 0.8997
 741/1208 [=================>............] - ETA: 1:05:40 - loss: 0.2710 - accuracy: 0.8997
 742/1208 [=================>............] - ETA: 1:05:33 - loss: 0.2711 - accuracy: 0.8997
 743/1208 [=================>............] - ETA: 1:05:24 - loss: 0.2710 - accuracy: 0.8997
 744/1208 [=================>............] - ETA: 1:05:16 - loss: 0.2712 - accuracy: 0.8997
 745/1208 [=================>............] - ETA: 1:05:08 - loss: 0.2712 - accuracy: 0.8997
 746/1208 [=================>............] - ETA: 1:05:00 - loss: 0.2712 - accuracy: 0.8997
 747/1208 [=================>............] - ETA: 1:04:52 - loss: 0.2712 - accuracy: 0.8997
 748/1208 [=================>............] - ETA: 1:04:44 - loss: 0.2711 - accuracy: 0.8997
 749/1208 [=================>............] - ETA: 1:04:35 - loss: 0.2711 - accuracy: 0.8998
 750/1208 [=================>............] - ETA: 1:04:27 - loss: 0.2711 - accuracy: 0.8997
 751/1208 [=================>............] - ETA: 1:04:19 - loss: 0.2711 - accuracy: 0.8998
 752/1208 [=================>............] - ETA: 1:04:11 - loss: 0.2712 - accuracy: 0.8998
 753/1208 [=================>............] - ETA: 1:04:03 - loss: 0.2712 - accuracy: 0.8997
 754/1208 [=================>............] - ETA: 1:03:55 - loss: 0.2712 - accuracy: 0.8998
 755/1208 [=================>............] - ETA: 1:03:47 - loss: 0.2710 - accuracy: 0.8998
 756/1208 [=================>............] - ETA: 1:03:38 - loss: 0.2710 - accuracy: 0.8999
 757/1208 [=================>............] - ETA: 1:03:30 - loss: 0.2712 - accuracy: 0.8998
 758/1208 [=================>............] - ETA: 1:03:21 - loss: 0.2712 - accuracy: 0.8998
 759/1208 [=================>............] - ETA: 1:03:13 - loss: 0.2712 - accuracy: 0.8998
 760/1208 [=================>............] - ETA: 1:03:05 - loss: 0.2710 - accuracy: 0.8999
 761/1208 [=================>............] - ETA: 1:02:57 - loss: 0.2709 - accuracy: 0.8999
 762/1208 [=================>............] - ETA: 1:02:48 - loss: 0.2710 - accuracy: 0.8998
 763/1208 [=================>............] - ETA: 1:02:40 - loss: 0.2711 - accuracy: 0.8998
 764/1208 [=================>............] - ETA: 1:02:31 - loss: 0.2711 - accuracy: 0.8997
 765/1208 [=================>............] - ETA: 1:02:23 - loss: 0.2712 - accuracy: 0.8997
 766/1208 [==================>...........] - ETA: 1:02:14 - loss: 0.2711 - accuracy: 0.8997
 767/1208 [==================>...........] - ETA: 1:02:06 - loss: 0.2712 - accuracy: 0.8996
 768/1208 [==================>...........] - ETA: 1:01:58 - loss: 0.2713 - accuracy: 0.8996
 769/1208 [==================>...........] - ETA: 1:01:49 - loss: 0.2713 - accuracy: 0.8996
 770/1208 [==================>...........] - ETA: 1:01:41 - loss: 0.2712 - accuracy: 0.8997
 771/1208 [==================>...........] - ETA: 1:01:32 - loss: 0.2713 - accuracy: 0.8996
 772/1208 [==================>...........] - ETA: 1:01:24 - loss: 0.2712 - accuracy: 0.8996
 773/1208 [==================>...........] - ETA: 1:01:15 - loss: 0.2711 - accuracy: 0.8997
 774/1208 [==================>...........] - ETA: 1:01:06 - loss: 0.2711 - accuracy: 0.8996
 775/1208 [==================>...........] - ETA: 1:00:58 - loss: 0.2710 - accuracy: 0.8997
 776/1208 [==================>...........] - ETA: 1:00:50 - loss: 0.2710 - accuracy: 0.8997
 777/1208 [==================>...........] - ETA: 1:00:42 - loss: 0.2709 - accuracy: 0.8997
 778/1208 [==================>...........] - ETA: 1:00:34 - loss: 0.2709 - accuracy: 0.8997
 779/1208 [==================>...........] - ETA: 1:00:26 - loss: 0.2708 - accuracy: 0.8998
 780/1208 [==================>...........] - ETA: 1:00:17 - loss: 0.2707 - accuracy: 0.8999
 781/1208 [==================>...........] - ETA: 1:00:09 - loss: 0.2707 - accuracy: 0.8998
 782/1208 [==================>...........] - ETA: 1:00:01 - loss: 0.2707 - accuracy: 0.8999
 783/1208 [==================>...........] - ETA: 59:53 - loss: 0.2706 - accuracy: 0.8999  
 784/1208 [==================>...........] - ETA: 59:45 - loss: 0.2705 - accuracy: 0.8999
 785/1208 [==================>...........] - ETA: 59:37 - loss: 0.2709 - accuracy: 0.8997
 786/1208 [==================>...........] - ETA: 59:28 - loss: 0.2711 - accuracy: 0.8997
 787/1208 [==================>...........] - ETA: 59:20 - loss: 0.2711 - accuracy: 0.8997
 788/1208 [==================>...........] - ETA: 59:12 - loss: 0.2711 - accuracy: 0.8997
 789/1208 [==================>...........] - ETA: 59:04 - loss: 0.2710 - accuracy: 0.8998
 790/1208 [==================>...........] - ETA: 58:56 - loss: 0.2711 - accuracy: 0.8997
 791/1208 [==================>...........] - ETA: 58:47 - loss: 0.2710 - accuracy: 0.8998
 792/1208 [==================>...........] - ETA: 58:39 - loss: 0.2712 - accuracy: 0.8997
 793/1208 [==================>...........] - ETA: 58:30 - loss: 0.2713 - accuracy: 0.8996
 794/1208 [==================>...........] - ETA: 58:22 - loss: 0.2713 - accuracy: 0.8996
 795/1208 [==================>...........] - ETA: 58:14 - loss: 0.2714 - accuracy: 0.8995
 796/1208 [==================>...........] - ETA: 58:06 - loss: 0.2717 - accuracy: 0.8994
 797/1208 [==================>...........] - ETA: 57:58 - loss: 0.2716 - accuracy: 0.8994
 798/1208 [==================>...........] - ETA: 57:49 - loss: 0.2715 - accuracy: 0.8995
 799/1208 [==================>...........] - ETA: 57:41 - loss: 0.2717 - accuracy: 0.8994
 800/1208 [==================>...........] - ETA: 57:32 - loss: 0.2717 - accuracy: 0.8994
 801/1208 [==================>...........] - ETA: 57:23 - loss: 0.2717 - accuracy: 0.8994
 802/1208 [==================>...........] - ETA: 57:15 - loss: 0.2716 - accuracy: 0.8995
 803/1208 [==================>...........] - ETA: 57:06 - loss: 0.2716 - accuracy: 0.8995
 804/1208 [==================>...........] - ETA: 56:57 - loss: 0.2716 - accuracy: 0.8995
 805/1208 [==================>...........] - ETA: 56:48 - loss: 0.2717 - accuracy: 0.8994
 806/1208 [===================>..........] - ETA: 56:40 - loss: 0.2716 - accuracy: 0.8995
 807/1208 [===================>..........] - ETA: 56:31 - loss: 0.2717 - accuracy: 0.8994
 808/1208 [===================>..........] - ETA: 56:22 - loss: 0.2717 - accuracy: 0.8994
 809/1208 [===================>..........] - ETA: 56:13 - loss: 0.2716 - accuracy: 0.8995
 810/1208 [===================>..........] - ETA: 56:04 - loss: 0.2716 - accuracy: 0.8995
 811/1208 [===================>..........] - ETA: 55:55 - loss: 0.2715 - accuracy: 0.8995
 812/1208 [===================>..........] - ETA: 55:46 - loss: 0.2714 - accuracy: 0.8996
 813/1208 [===================>..........] - ETA: 55:37 - loss: 0.2713 - accuracy: 0.8996
 814/1208 [===================>..........] - ETA: 55:28 - loss: 0.2712 - accuracy: 0.8997
 815/1208 [===================>..........] - ETA: 55:20 - loss: 0.2712 - accuracy: 0.8997
 816/1208 [===================>..........] - ETA: 55:11 - loss: 0.2711 - accuracy: 0.8997
 817/1208 [===================>..........] - ETA: 55:02 - loss: 0.2712 - accuracy: 0.8997
 818/1208 [===================>..........] - ETA: 54:53 - loss: 0.2714 - accuracy: 0.8996
 819/1208 [===================>..........] - ETA: 54:44 - loss: 0.2714 - accuracy: 0.8996
 820/1208 [===================>..........] - ETA: 54:35 - loss: 0.2713 - accuracy: 0.8996
 821/1208 [===================>..........] - ETA: 54:27 - loss: 0.2712 - accuracy: 0.8997
 822/1208 [===================>..........] - ETA: 54:18 - loss: 0.2712 - accuracy: 0.8997
 823/1208 [===================>..........] - ETA: 54:09 - loss: 0.2711 - accuracy: 0.8997
 824/1208 [===================>..........] - ETA: 54:01 - loss: 0.2711 - accuracy: 0.8997
 825/1208 [===================>..........] - ETA: 53:52 - loss: 0.2713 - accuracy: 0.8996
 826/1208 [===================>..........] - ETA: 53:43 - loss: 0.2718 - accuracy: 0.8995
 827/1208 [===================>..........] - ETA: 53:35 - loss: 0.2719 - accuracy: 0.8994
 828/1208 [===================>..........] - ETA: 53:27 - loss: 0.2719 - accuracy: 0.8994
 829/1208 [===================>..........] - ETA: 53:18 - loss: 0.2719 - accuracy: 0.8995
 830/1208 [===================>..........] - ETA: 53:10 - loss: 0.2718 - accuracy: 0.8995
 831/1208 [===================>..........] - ETA: 53:02 - loss: 0.2719 - accuracy: 0.8994
 832/1208 [===================>..........] - ETA: 52:54 - loss: 0.2718 - accuracy: 0.8995
 833/1208 [===================>..........] - ETA: 52:46 - loss: 0.2719 - accuracy: 0.8995
 834/1208 [===================>..........] - ETA: 52:37 - loss: 0.2718 - accuracy: 0.8995
 835/1208 [===================>..........] - ETA: 52:29 - loss: 0.2719 - accuracy: 0.8995
 836/1208 [===================>..........] - ETA: 52:20 - loss: 0.2717 - accuracy: 0.8996
 837/1208 [===================>..........] - ETA: 52:12 - loss: 0.2719 - accuracy: 0.8995
 838/1208 [===================>..........] - ETA: 52:04 - loss: 0.2719 - accuracy: 0.8995
 839/1208 [===================>..........] - ETA: 51:55 - loss: 0.2720 - accuracy: 0.8995
 840/1208 [===================>..........] - ETA: 51:47 - loss: 0.2720 - accuracy: 0.8994
 841/1208 [===================>..........] - ETA: 51:39 - loss: 0.2719 - accuracy: 0.8995
 842/1208 [===================>..........] - ETA: 51:31 - loss: 0.2719 - accuracy: 0.8995
 843/1208 [===================>..........] - ETA: 51:22 - loss: 0.2720 - accuracy: 0.8994
 844/1208 [===================>..........] - ETA: 51:14 - loss: 0.2720 - accuracy: 0.8994
 845/1208 [===================>..........] - ETA: 51:06 - loss: 0.2720 - accuracy: 0.8994
 846/1208 [====================>.........] - ETA: 50:57 - loss: 0.2719 - accuracy: 0.8995
 847/1208 [====================>.........] - ETA: 50:49 - loss: 0.2719 - accuracy: 0.8995
 848/1208 [====================>.........] - ETA: 50:41 - loss: 0.2718 - accuracy: 0.8995
 849/1208 [====================>.........] - ETA: 50:33 - loss: 0.2718 - accuracy: 0.8995
 850/1208 [====================>.........] - ETA: 50:25 - loss: 0.2717 - accuracy: 0.8995
 851/1208 [====================>.........] - ETA: 50:16 - loss: 0.2717 - accuracy: 0.8995
 852/1208 [====================>.........] - ETA: 50:08 - loss: 0.2716 - accuracy: 0.8995
 853/1208 [====================>.........] - ETA: 50:00 - loss: 0.2715 - accuracy: 0.8995
 854/1208 [====================>.........] - ETA: 49:51 - loss: 0.2715 - accuracy: 0.8995
 855/1208 [====================>.........] - ETA: 49:43 - loss: 0.2717 - accuracy: 0.8994
 856/1208 [====================>.........] - ETA: 49:35 - loss: 0.2716 - accuracy: 0.8994
 857/1208 [====================>.........] - ETA: 49:26 - loss: 0.2716 - accuracy: 0.8994
 858/1208 [====================>.........] - ETA: 49:18 - loss: 0.2716 - accuracy: 0.8994
 859/1208 [====================>.........] - ETA: 49:09 - loss: 0.2717 - accuracy: 0.8994
 860/1208 [====================>.........] - ETA: 49:01 - loss: 0.2717 - accuracy: 0.8994
 861/1208 [====================>.........] - ETA: 48:52 - loss: 0.2718 - accuracy: 0.8993
 862/1208 [====================>.........] - ETA: 48:44 - loss: 0.2719 - accuracy: 0.8993
 863/1208 [====================>.........] - ETA: 48:35 - loss: 0.2719 - accuracy: 0.8993
 864/1208 [====================>.........] - ETA: 48:27 - loss: 0.2719 - accuracy: 0.8993
 865/1208 [====================>.........] - ETA: 48:19 - loss: 0.2719 - accuracy: 0.8993
 866/1208 [====================>.........] - ETA: 48:10 - loss: 0.2717 - accuracy: 0.8994
 867/1208 [====================>.........] - ETA: 48:02 - loss: 0.2716 - accuracy: 0.8994
 868/1208 [====================>.........] - ETA: 47:53 - loss: 0.2717 - accuracy: 0.8994
 869/1208 [====================>.........] - ETA: 47:45 - loss: 0.2715 - accuracy: 0.8994
 870/1208 [====================>.........] - ETA: 47:37 - loss: 0.2717 - accuracy: 0.8994
 871/1208 [====================>.........] - ETA: 47:28 - loss: 0.2717 - accuracy: 0.8995
 872/1208 [====================>.........] - ETA: 47:20 - loss: 0.2717 - accuracy: 0.8995
 873/1208 [====================>.........] - ETA: 47:11 - loss: 0.2718 - accuracy: 0.8994
 874/1208 [====================>.........] - ETA: 47:03 - loss: 0.2720 - accuracy: 0.8993
 875/1208 [====================>.........] - ETA: 46:55 - loss: 0.2719 - accuracy: 0.8994
 876/1208 [====================>.........] - ETA: 46:46 - loss: 0.2718 - accuracy: 0.8994
 877/1208 [====================>.........] - ETA: 46:38 - loss: 0.2719 - accuracy: 0.8994
 878/1208 [====================>.........] - ETA: 46:29 - loss: 0.2719 - accuracy: 0.8993
 879/1208 [====================>.........] - ETA: 46:21 - loss: 0.2718 - accuracy: 0.8994
 880/1208 [====================>.........] - ETA: 46:13 - loss: 0.2718 - accuracy: 0.8994
 881/1208 [====================>.........] - ETA: 46:04 - loss: 0.2717 - accuracy: 0.8994
 882/1208 [====================>.........] - ETA: 45:56 - loss: 0.2716 - accuracy: 0.8994
 883/1208 [====================>.........] - ETA: 45:48 - loss: 0.2715 - accuracy: 0.8995
 884/1208 [====================>.........] - ETA: 45:40 - loss: 0.2715 - accuracy: 0.8995
 885/1208 [====================>.........] - ETA: 45:31 - loss: 0.2714 - accuracy: 0.8995
 886/1208 [=====================>........] - ETA: 45:23 - loss: 0.2717 - accuracy: 0.8994
 887/1208 [=====================>........] - ETA: 45:15 - loss: 0.2718 - accuracy: 0.8994
 888/1208 [=====================>........] - ETA: 45:06 - loss: 0.2718 - accuracy: 0.8994
 889/1208 [=====================>........] - ETA: 44:58 - loss: 0.2719 - accuracy: 0.8993
 890/1208 [=====================>........] - ETA: 44:50 - loss: 0.2720 - accuracy: 0.8992
 891/1208 [=====================>........] - ETA: 44:42 - loss: 0.2720 - accuracy: 0.8993
 892/1208 [=====================>........] - ETA: 44:33 - loss: 0.2719 - accuracy: 0.8993
 893/1208 [=====================>........] - ETA: 44:25 - loss: 0.2721 - accuracy: 0.8992
 894/1208 [=====================>........] - ETA: 44:17 - loss: 0.2722 - accuracy: 0.8992
 895/1208 [=====================>........] - ETA: 44:08 - loss: 0.2722 - accuracy: 0.8992
 896/1208 [=====================>........] - ETA: 44:00 - loss: 0.2721 - accuracy: 0.8993
 897/1208 [=====================>........] - ETA: 43:52 - loss: 0.2719 - accuracy: 0.8994
 898/1208 [=====================>........] - ETA: 43:44 - loss: 0.2718 - accuracy: 0.8994
 899/1208 [=====================>........] - ETA: 43:36 - loss: 0.2717 - accuracy: 0.8994
 900/1208 [=====================>........] - ETA: 43:27 - loss: 0.2719 - accuracy: 0.8994
 901/1208 [=====================>........] - ETA: 43:19 - loss: 0.2721 - accuracy: 0.8993
 902/1208 [=====================>........] - ETA: 43:10 - loss: 0.2721 - accuracy: 0.8993
 903/1208 [=====================>........] - ETA: 43:02 - loss: 0.2721 - accuracy: 0.8992
 904/1208 [=====================>........] - ETA: 42:53 - loss: 0.2720 - accuracy: 0.8992
 905/1208 [=====================>........] - ETA: 42:45 - loss: 0.2720 - accuracy: 0.8992
 906/1208 [=====================>........] - ETA: 42:37 - loss: 0.2720 - accuracy: 0.8992
 907/1208 [=====================>........] - ETA: 42:28 - loss: 0.2720 - accuracy: 0.8992
 908/1208 [=====================>........] - ETA: 42:20 - loss: 0.2720 - accuracy: 0.8991
 909/1208 [=====================>........] - ETA: 42:11 - loss: 0.2721 - accuracy: 0.8991
 910/1208 [=====================>........] - ETA: 42:03 - loss: 0.2722 - accuracy: 0.8991
 911/1208 [=====================>........] - ETA: 41:54 - loss: 0.2722 - accuracy: 0.8991
 912/1208 [=====================>........] - ETA: 41:45 - loss: 0.2721 - accuracy: 0.8991
 913/1208 [=====================>........] - ETA: 41:37 - loss: 0.2721 - accuracy: 0.8990
 914/1208 [=====================>........] - ETA: 41:28 - loss: 0.2722 - accuracy: 0.8990
 915/1208 [=====================>........] - ETA: 41:19 - loss: 0.2722 - accuracy: 0.8990
 916/1208 [=====================>........] - ETA: 41:10 - loss: 0.2722 - accuracy: 0.8991
 917/1208 [=====================>........] - ETA: 41:02 - loss: 0.2724 - accuracy: 0.8990
 918/1208 [=====================>........] - ETA: 40:53 - loss: 0.2723 - accuracy: 0.8990
 919/1208 [=====================>........] - ETA: 40:44 - loss: 0.2722 - accuracy: 0.8990
 920/1208 [=====================>........] - ETA: 40:36 - loss: 0.2723 - accuracy: 0.8990
 921/1208 [=====================>........] - ETA: 40:27 - loss: 0.2723 - accuracy: 0.8990
 922/1208 [=====================>........] - ETA: 40:18 - loss: 0.2723 - accuracy: 0.8990
 923/1208 [=====================>........] - ETA: 40:10 - loss: 0.2722 - accuracy: 0.8990
 924/1208 [=====================>........] - ETA: 40:01 - loss: 0.2722 - accuracy: 0.8990
 925/1208 [=====================>........] - ETA: 39:52 - loss: 0.2723 - accuracy: 0.8989
 926/1208 [=====================>........] - ETA: 39:43 - loss: 0.2724 - accuracy: 0.8989
 927/1208 [======================>.......] - ETA: 39:35 - loss: 0.2725 - accuracy: 0.8989
 928/1208 [======================>.......] - ETA: 39:26 - loss: 0.2726 - accuracy: 0.8988
 929/1208 [======================>.......] - ETA: 39:17 - loss: 0.2727 - accuracy: 0.8988
 930/1208 [======================>.......] - ETA: 39:08 - loss: 0.2727 - accuracy: 0.8988
 931/1208 [======================>.......] - ETA: 39:00 - loss: 0.2728 - accuracy: 0.8987
 932/1208 [======================>.......] - ETA: 38:51 - loss: 0.2728 - accuracy: 0.8988
 933/1208 [======================>.......] - ETA: 38:43 - loss: 0.2727 - accuracy: 0.8989
 934/1208 [======================>.......] - ETA: 38:34 - loss: 0.2727 - accuracy: 0.8989
 935/1208 [======================>.......] - ETA: 38:25 - loss: 0.2728 - accuracy: 0.8988
 936/1208 [======================>.......] - ETA: 38:17 - loss: 0.2728 - accuracy: 0.8988
 937/1208 [======================>.......] - ETA: 38:08 - loss: 0.2727 - accuracy: 0.8988
 938/1208 [======================>.......] - ETA: 38:00 - loss: 0.2728 - accuracy: 0.8988
 939/1208 [======================>.......] - ETA: 37:51 - loss: 0.2729 - accuracy: 0.8988
 940/1208 [======================>.......] - ETA: 37:42 - loss: 0.2731 - accuracy: 0.8987
 941/1208 [======================>.......] - ETA: 37:34 - loss: 0.2730 - accuracy: 0.8987
 942/1208 [======================>.......] - ETA: 37:25 - loss: 0.2731 - accuracy: 0.8988
 943/1208 [======================>.......] - ETA: 37:17 - loss: 0.2730 - accuracy: 0.8988
 944/1208 [======================>.......] - ETA: 37:09 - loss: 0.2729 - accuracy: 0.8988
 945/1208 [======================>.......] - ETA: 37:01 - loss: 0.2729 - accuracy: 0.8988
 946/1208 [======================>.......] - ETA: 36:52 - loss: 0.2729 - accuracy: 0.8988
 947/1208 [======================>.......] - ETA: 36:44 - loss: 0.2729 - accuracy: 0.8988
 948/1208 [======================>.......] - ETA: 36:36 - loss: 0.2729 - accuracy: 0.8988
 949/1208 [======================>.......] - ETA: 36:27 - loss: 0.2729 - accuracy: 0.8988
 950/1208 [======================>.......] - ETA: 36:19 - loss: 0.2728 - accuracy: 0.8988
 951/1208 [======================>.......] - ETA: 36:10 - loss: 0.2728 - accuracy: 0.8988
 952/1208 [======================>.......] - ETA: 36:02 - loss: 0.2728 - accuracy: 0.8988
 953/1208 [======================>.......] - ETA: 35:54 - loss: 0.2728 - accuracy: 0.8989
 954/1208 [======================>.......] - ETA: 35:46 - loss: 0.2727 - accuracy: 0.8989
 955/1208 [======================>.......] - ETA: 35:37 - loss: 0.2727 - accuracy: 0.8990
 956/1208 [======================>.......] - ETA: 35:29 - loss: 0.2727 - accuracy: 0.8990
 957/1208 [======================>.......] - ETA: 35:21 - loss: 0.2726 - accuracy: 0.8990
 958/1208 [======================>.......] - ETA: 35:12 - loss: 0.2727 - accuracy: 0.8990
 959/1208 [======================>.......] - ETA: 35:04 - loss: 0.2727 - accuracy: 0.8990
 960/1208 [======================>.......] - ETA: 34:55 - loss: 0.2726 - accuracy: 0.8991
 961/1208 [======================>.......] - ETA: 34:47 - loss: 0.2726 - accuracy: 0.8991
 962/1208 [======================>.......] - ETA: 34:38 - loss: 0.2726 - accuracy: 0.8991
 963/1208 [======================>.......] - ETA: 34:30 - loss: 0.2727 - accuracy: 0.8991
 964/1208 [======================>.......] - ETA: 34:22 - loss: 0.2726 - accuracy: 0.8991
 965/1208 [======================>.......] - ETA: 34:13 - loss: 0.2728 - accuracy: 0.8991
 966/1208 [======================>.......] - ETA: 34:05 - loss: 0.2727 - accuracy: 0.8991
 967/1208 [=======================>......] - ETA: 33:57 - loss: 0.2726 - accuracy: 0.8992
 968/1208 [=======================>......] - ETA: 33:48 - loss: 0.2727 - accuracy: 0.8992
 969/1208 [=======================>......] - ETA: 33:40 - loss: 0.2727 - accuracy: 0.8992
 970/1208 [=======================>......] - ETA: 33:32 - loss: 0.2729 - accuracy: 0.8991
 971/1208 [=======================>......] - ETA: 33:23 - loss: 0.2729 - accuracy: 0.8991
 972/1208 [=======================>......] - ETA: 33:15 - loss: 0.2728 - accuracy: 0.8992
 973/1208 [=======================>......] - ETA: 33:07 - loss: 0.2727 - accuracy: 0.8992
 974/1208 [=======================>......] - ETA: 32:58 - loss: 0.2727 - accuracy: 0.8992
 975/1208 [=======================>......] - ETA: 32:50 - loss: 0.2728 - accuracy: 0.8991
 976/1208 [=======================>......] - ETA: 32:42 - loss: 0.2729 - accuracy: 0.8990
 977/1208 [=======================>......] - ETA: 32:33 - loss: 0.2729 - accuracy: 0.8990
 978/1208 [=======================>......] - ETA: 32:25 - loss: 0.2731 - accuracy: 0.8989
 979/1208 [=======================>......] - ETA: 32:17 - loss: 0.2730 - accuracy: 0.8990
 980/1208 [=======================>......] - ETA: 32:08 - loss: 0.2729 - accuracy: 0.8990
 981/1208 [=======================>......] - ETA: 32:00 - loss: 0.2728 - accuracy: 0.8991
 982/1208 [=======================>......] - ETA: 31:52 - loss: 0.2728 - accuracy: 0.8990
 983/1208 [=======================>......] - ETA: 31:43 - loss: 0.2729 - accuracy: 0.8990
 984/1208 [=======================>......] - ETA: 31:35 - loss: 0.2729 - accuracy: 0.8990
 985/1208 [=======================>......] - ETA: 31:27 - loss: 0.2730 - accuracy: 0.8989
 986/1208 [=======================>......] - ETA: 31:18 - loss: 0.2730 - accuracy: 0.8989
 987/1208 [=======================>......] - ETA: 31:10 - loss: 0.2730 - accuracy: 0.8989
 988/1208 [=======================>......] - ETA: 31:02 - loss: 0.2730 - accuracy: 0.8989
 989/1208 [=======================>......] - ETA: 30:53 - loss: 0.2730 - accuracy: 0.8990
 990/1208 [=======================>......] - ETA: 30:45 - loss: 0.2729 - accuracy: 0.8990
 991/1208 [=======================>......] - ETA: 30:37 - loss: 0.2729 - accuracy: 0.8990
 992/1208 [=======================>......] - ETA: 30:28 - loss: 0.2728 - accuracy: 0.8991
 993/1208 [=======================>......] - ETA: 30:20 - loss: 0.2727 - accuracy: 0.8991
 994/1208 [=======================>......] - ETA: 30:11 - loss: 0.2727 - accuracy: 0.8991
 995/1208 [=======================>......] - ETA: 30:03 - loss: 0.2726 - accuracy: 0.8991
 996/1208 [=======================>......] - ETA: 29:54 - loss: 0.2726 - accuracy: 0.8991
 997/1208 [=======================>......] - ETA: 29:46 - loss: 0.2726 - accuracy: 0.8992
 998/1208 [=======================>......] - ETA: 29:37 - loss: 0.2726 - accuracy: 0.8992
 999/1208 [=======================>......] - ETA: 29:29 - loss: 0.2725 - accuracy: 0.8992
1000/1208 [=======================>......] - ETA: 29:20 - loss: 0.2725 - accuracy: 0.8992
1001/1208 [=======================>......] - ETA: 29:12 - loss: 0.2725 - accuracy: 0.8992
1002/1208 [=======================>......] - ETA: 29:04 - loss: 0.2725 - accuracy: 0.8992
1003/1208 [=======================>......] - ETA: 28:55 - loss: 0.2725 - accuracy: 0.8992
1004/1208 [=======================>......] - ETA: 28:47 - loss: 0.2724 - accuracy: 0.8992
1005/1208 [=======================>......] - ETA: 28:38 - loss: 0.2726 - accuracy: 0.8992
1006/1208 [=======================>......] - ETA: 28:30 - loss: 0.2726 - accuracy: 0.8992
1007/1208 [========================>.....] - ETA: 28:21 - loss: 0.2725 - accuracy: 0.8992
1008/1208 [========================>.....] - ETA: 28:13 - loss: 0.2725 - accuracy: 0.8992
1009/1208 [========================>.....] - ETA: 28:04 - loss: 0.2725 - accuracy: 0.8992
1010/1208 [========================>.....] - ETA: 27:56 - loss: 0.2725 - accuracy: 0.8992
1011/1208 [========================>.....] - ETA: 27:48 - loss: 0.2725 - accuracy: 0.8992
1012/1208 [========================>.....] - ETA: 27:39 - loss: 0.2724 - accuracy: 0.8993
1013/1208 [========================>.....] - ETA: 27:31 - loss: 0.2725 - accuracy: 0.8992
1014/1208 [========================>.....] - ETA: 27:22 - loss: 0.2724 - accuracy: 0.8992
1015/1208 [========================>.....] - ETA: 27:14 - loss: 0.2726 - accuracy: 0.8992
1016/1208 [========================>.....] - ETA: 27:05 - loss: 0.2726 - accuracy: 0.8992
1017/1208 [========================>.....] - ETA: 26:57 - loss: 0.2726 - accuracy: 0.8991
1018/1208 [========================>.....] - ETA: 26:49 - loss: 0.2726 - accuracy: 0.8991
1019/1208 [========================>.....] - ETA: 26:40 - loss: 0.2728 - accuracy: 0.8990
1020/1208 [========================>.....] - ETA: 26:32 - loss: 0.2727 - accuracy: 0.8990
1021/1208 [========================>.....] - ETA: 26:23 - loss: 0.2727 - accuracy: 0.8990
1022/1208 [========================>.....] - ETA: 26:15 - loss: 0.2725 - accuracy: 0.8991
1023/1208 [========================>.....] - ETA: 26:06 - loss: 0.2725 - accuracy: 0.8991
1024/1208 [========================>.....] - ETA: 25:58 - loss: 0.2725 - accuracy: 0.8991
1025/1208 [========================>.....] - ETA: 25:50 - loss: 0.2725 - accuracy: 0.8991
1026/1208 [========================>.....] - ETA: 25:41 - loss: 0.2724 - accuracy: 0.8992
1027/1208 [========================>.....] - ETA: 25:33 - loss: 0.2723 - accuracy: 0.8992
1028/1208 [========================>.....] - ETA: 25:24 - loss: 0.2724 - accuracy: 0.8992
1029/1208 [========================>.....] - ETA: 25:15 - loss: 0.2725 - accuracy: 0.8992
1030/1208 [========================>.....] - ETA: 25:07 - loss: 0.2725 - accuracy: 0.8992
1031/1208 [========================>.....] - ETA: 24:58 - loss: 0.2725 - accuracy: 0.8992
1032/1208 [========================>.....] - ETA: 24:49 - loss: 0.2726 - accuracy: 0.8991
1033/1208 [========================>.....] - ETA: 24:41 - loss: 0.2725 - accuracy: 0.8992
1034/1208 [========================>.....] - ETA: 24:32 - loss: 0.2727 - accuracy: 0.8992
1035/1208 [========================>.....] - ETA: 24:23 - loss: 0.2727 - accuracy: 0.8992
1036/1208 [========================>.....] - ETA: 24:15 - loss: 0.2726 - accuracy: 0.8993
1037/1208 [========================>.....] - ETA: 24:06 - loss: 0.2726 - accuracy: 0.8993
1038/1208 [========================>.....] - ETA: 23:57 - loss: 0.2725 - accuracy: 0.8993
1039/1208 [========================>.....] - ETA: 23:49 - loss: 0.2725 - accuracy: 0.8993
1040/1208 [========================>.....] - ETA: 23:40 - loss: 0.2724 - accuracy: 0.8993
1041/1208 [========================>.....] - ETA: 23:32 - loss: 0.2724 - accuracy: 0.8993
1042/1208 [========================>.....] - ETA: 23:23 - loss: 0.2726 - accuracy: 0.8992
1043/1208 [========================>.....] - ETA: 23:14 - loss: 0.2725 - accuracy: 0.8993
1044/1208 [========================>.....] - ETA: 23:06 - loss: 0.2727 - accuracy: 0.8992
1045/1208 [========================>.....] - ETA: 22:57 - loss: 0.2728 - accuracy: 0.8992
1046/1208 [========================>.....] - ETA: 22:48 - loss: 0.2727 - accuracy: 0.8992
1047/1208 [=========================>....] - ETA: 22:40 - loss: 0.2727 - accuracy: 0.8992
1048/1208 [=========================>....] - ETA: 22:31 - loss: 0.2727 - accuracy: 0.8992
1049/1208 [=========================>....] - ETA: 22:23 - loss: 0.2727 - accuracy: 0.8992
1050/1208 [=========================>....] - ETA: 22:14 - loss: 0.2730 - accuracy: 0.8991
1051/1208 [=========================>....] - ETA: 22:05 - loss: 0.2730 - accuracy: 0.8991
1052/1208 [=========================>....] - ETA: 21:57 - loss: 0.2730 - accuracy: 0.8990
1053/1208 [=========================>....] - ETA: 21:48 - loss: 0.2730 - accuracy: 0.8990
1054/1208 [=========================>....] - ETA: 21:40 - loss: 0.2730 - accuracy: 0.8990
1055/1208 [=========================>....] - ETA: 21:31 - loss: 0.2730 - accuracy: 0.8990
1056/1208 [=========================>....] - ETA: 21:22 - loss: 0.2729 - accuracy: 0.8990
1057/1208 [=========================>....] - ETA: 21:14 - loss: 0.2729 - accuracy: 0.8990
1058/1208 [=========================>....] - ETA: 21:05 - loss: 0.2728 - accuracy: 0.8991
1059/1208 [=========================>....] - ETA: 20:57 - loss: 0.2729 - accuracy: 0.8990
1060/1208 [=========================>....] - ETA: 20:48 - loss: 0.2729 - accuracy: 0.8990
1061/1208 [=========================>....] - ETA: 20:40 - loss: 0.2729 - accuracy: 0.8990
1062/1208 [=========================>....] - ETA: 20:31 - loss: 0.2730 - accuracy: 0.8990
1063/1208 [=========================>....] - ETA: 20:23 - loss: 0.2729 - accuracy: 0.8990
1064/1208 [=========================>....] - ETA: 20:14 - loss: 0.2729 - accuracy: 0.8991
1065/1208 [=========================>....] - ETA: 20:06 - loss: 0.2730 - accuracy: 0.8991
1066/1208 [=========================>....] - ETA: 19:57 - loss: 0.2729 - accuracy: 0.8991
1067/1208 [=========================>....] - ETA: 19:49 - loss: 0.2729 - accuracy: 0.8990
1068/1208 [=========================>....] - ETA: 19:40 - loss: 0.2730 - accuracy: 0.8990
1069/1208 [=========================>....] - ETA: 19:32 - loss: 0.2729 - accuracy: 0.8991
1070/1208 [=========================>....] - ETA: 19:24 - loss: 0.2728 - accuracy: 0.8991
1071/1208 [=========================>....] - ETA: 19:15 - loss: 0.2730 - accuracy: 0.8991
1072/1208 [=========================>....] - ETA: 19:07 - loss: 0.2731 - accuracy: 0.8990
1073/1208 [=========================>....] - ETA: 18:58 - loss: 0.2732 - accuracy: 0.8990
1074/1208 [=========================>....] - ETA: 18:50 - loss: 0.2732 - accuracy: 0.8989
1075/1208 [=========================>....] - ETA: 18:41 - loss: 0.2732 - accuracy: 0.8990
1076/1208 [=========================>....] - ETA: 18:33 - loss: 0.2732 - accuracy: 0.8990
1077/1208 [=========================>....] - ETA: 18:24 - loss: 0.2731 - accuracy: 0.8990
1078/1208 [=========================>....] - ETA: 18:16 - loss: 0.2729 - accuracy: 0.8991
1079/1208 [=========================>....] - ETA: 18:07 - loss: 0.2729 - accuracy: 0.8991
1080/1208 [=========================>....] - ETA: 17:59 - loss: 0.2729 - accuracy: 0.8991
1081/1208 [=========================>....] - ETA: 17:50 - loss: 0.2729 - accuracy: 0.8991
1082/1208 [=========================>....] - ETA: 17:42 - loss: 0.2728 - accuracy: 0.8991
1083/1208 [=========================>....] - ETA: 17:33 - loss: 0.2729 - accuracy: 0.8991
1084/1208 [=========================>....] - ETA: 17:25 - loss: 0.2730 - accuracy: 0.8991
1085/1208 [=========================>....] - ETA: 17:16 - loss: 0.2730 - accuracy: 0.8990
1086/1208 [=========================>....] - ETA: 17:08 - loss: 0.2731 - accuracy: 0.8990
1087/1208 [=========================>....] - ETA: 16:59 - loss: 0.2730 - accuracy: 0.8990
1088/1208 [==========================>...] - ETA: 16:51 - loss: 0.2729 - accuracy: 0.8991
1089/1208 [==========================>...] - ETA: 16:42 - loss: 0.2729 - accuracy: 0.8990
1090/1208 [==========================>...] - ETA: 16:34 - loss: 0.2729 - accuracy: 0.8991
1091/1208 [==========================>...] - ETA: 16:26 - loss: 0.2729 - accuracy: 0.8991
1092/1208 [==========================>...] - ETA: 16:17 - loss: 0.2729 - accuracy: 0.8991
1093/1208 [==========================>...] - ETA: 16:09 - loss: 0.2729 - accuracy: 0.8991
1094/1208 [==========================>...] - ETA: 16:00 - loss: 0.2730 - accuracy: 0.8991
1095/1208 [==========================>...] - ETA: 15:52 - loss: 0.2729 - accuracy: 0.8991
1096/1208 [==========================>...] - ETA: 15:43 - loss: 0.2730 - accuracy: 0.8991
1097/1208 [==========================>...] - ETA: 15:35 - loss: 0.2730 - accuracy: 0.8991
1098/1208 [==========================>...] - ETA: 15:26 - loss: 0.2730 - accuracy: 0.8991
1099/1208 [==========================>...] - ETA: 15:18 - loss: 0.2730 - accuracy: 0.8991
1100/1208 [==========================>...] - ETA: 15:09 - loss: 0.2730 - accuracy: 0.8991
1101/1208 [==========================>...] - ETA: 15:01 - loss: 0.2731 - accuracy: 0.8992
1102/1208 [==========================>...] - ETA: 14:52 - loss: 0.2730 - accuracy: 0.8992
1103/1208 [==========================>...] - ETA: 14:44 - loss: 0.2731 - accuracy: 0.8991
1104/1208 [==========================>...] - ETA: 14:36 - loss: 0.2729 - accuracy: 0.8992
1105/1208 [==========================>...] - ETA: 14:27 - loss: 0.2728 - accuracy: 0.8992
1106/1208 [==========================>...] - ETA: 14:19 - loss: 0.2729 - accuracy: 0.8992
1107/1208 [==========================>...] - ETA: 14:10 - loss: 0.2728 - accuracy: 0.8992
1108/1208 [==========================>...] - ETA: 14:02 - loss: 0.2728 - accuracy: 0.8992
1109/1208 [==========================>...] - ETA: 13:53 - loss: 0.2727 - accuracy: 0.8993
1110/1208 [==========================>...] - ETA: 13:45 - loss: 0.2727 - accuracy: 0.8993
1111/1208 [==========================>...] - ETA: 13:37 - loss: 0.2726 - accuracy: 0.8993
1112/1208 [==========================>...] - ETA: 13:28 - loss: 0.2727 - accuracy: 0.8993
1113/1208 [==========================>...] - ETA: 13:20 - loss: 0.2727 - accuracy: 0.8993
1114/1208 [==========================>...] - ETA: 13:11 - loss: 0.2727 - accuracy: 0.8993
1115/1208 [==========================>...] - ETA: 13:03 - loss: 0.2727 - accuracy: 0.8993
1116/1208 [==========================>...] - ETA: 12:54 - loss: 0.2728 - accuracy: 0.8993
1117/1208 [==========================>...] - ETA: 12:46 - loss: 0.2727 - accuracy: 0.8993
1118/1208 [==========================>...] - ETA: 12:38 - loss: 0.2727 - accuracy: 0.8993
1119/1208 [==========================>...] - ETA: 12:29 - loss: 0.2726 - accuracy: 0.8993
1120/1208 [==========================>...] - ETA: 12:21 - loss: 0.2726 - accuracy: 0.8993
1121/1208 [==========================>...] - ETA: 12:12 - loss: 0.2727 - accuracy: 0.8993
1122/1208 [==========================>...] - ETA: 12:04 - loss: 0.2727 - accuracy: 0.8993
1123/1208 [==========================>...] - ETA: 11:55 - loss: 0.2728 - accuracy: 0.8993
1124/1208 [==========================>...] - ETA: 11:47 - loss: 0.2728 - accuracy: 0.8993
1125/1208 [==========================>...] - ETA: 11:38 - loss: 0.2728 - accuracy: 0.8992
1126/1208 [==========================>...] - ETA: 11:30 - loss: 0.2729 - accuracy: 0.8992
1127/1208 [==========================>...] - ETA: 11:21 - loss: 0.2729 - accuracy: 0.8992
1128/1208 [===========================>..] - ETA: 11:13 - loss: 0.2728 - accuracy: 0.8992
1129/1208 [===========================>..] - ETA: 11:05 - loss: 0.2729 - accuracy: 0.8992
1130/1208 [===========================>..] - ETA: 10:56 - loss: 0.2729 - accuracy: 0.8992
1131/1208 [===========================>..] - ETA: 10:48 - loss: 0.2731 - accuracy: 0.8991
1132/1208 [===========================>..] - ETA: 10:39 - loss: 0.2730 - accuracy: 0.8991
1133/1208 [===========================>..] - ETA: 10:31 - loss: 0.2731 - accuracy: 0.8991
1134/1208 [===========================>..] - ETA: 10:22 - loss: 0.2731 - accuracy: 0.8991
1135/1208 [===========================>..] - ETA: 10:14 - loss: 0.2731 - accuracy: 0.8991
1136/1208 [===========================>..] - ETA: 10:05 - loss: 0.2731 - accuracy: 0.8991
1137/1208 [===========================>..] - ETA: 9:57 - loss: 0.2730 - accuracy: 0.8992 
1138/1208 [===========================>..] - ETA: 9:49 - loss: 0.2730 - accuracy: 0.8992
1139/1208 [===========================>..] - ETA: 9:40 - loss: 0.2729 - accuracy: 0.8992
1140/1208 [===========================>..] - ETA: 9:32 - loss: 0.2728 - accuracy: 0.8993
1141/1208 [===========================>..] - ETA: 9:23 - loss: 0.2729 - accuracy: 0.8993
1142/1208 [===========================>..] - ETA: 9:15 - loss: 0.2729 - accuracy: 0.8993
1143/1208 [===========================>..] - ETA: 9:06 - loss: 0.2729 - accuracy: 0.8993
1144/1208 [===========================>..] - ETA: 8:58 - loss: 0.2730 - accuracy: 0.8992
1145/1208 [===========================>..] - ETA: 8:49 - loss: 0.2731 - accuracy: 0.8992
1146/1208 [===========================>..] - ETA: 8:41 - loss: 0.2732 - accuracy: 0.8992
1147/1208 [===========================>..] - ETA: 8:33 - loss: 0.2732 - accuracy: 0.8992
1148/1208 [===========================>..] - ETA: 8:24 - loss: 0.2732 - accuracy: 0.8991
1149/1208 [===========================>..] - ETA: 8:16 - loss: 0.2732 - accuracy: 0.8991
1150/1208 [===========================>..] - ETA: 8:07 - loss: 0.2733 - accuracy: 0.8991
1151/1208 [===========================>..] - ETA: 7:59 - loss: 0.2733 - accuracy: 0.8992
1152/1208 [===========================>..] - ETA: 7:50 - loss: 0.2732 - accuracy: 0.8992
1153/1208 [===========================>..] - ETA: 7:42 - loss: 0.2732 - accuracy: 0.8991
1154/1208 [===========================>..] - ETA: 7:33 - loss: 0.2732 - accuracy: 0.8991
1155/1208 [===========================>..] - ETA: 7:25 - loss: 0.2733 - accuracy: 0.8991
1156/1208 [===========================>..] - ETA: 7:16 - loss: 0.2733 - accuracy: 0.8991
1157/1208 [===========================>..] - ETA: 7:08 - loss: 0.2733 - accuracy: 0.8991
1158/1208 [===========================>..] - ETA: 6:59 - loss: 0.2733 - accuracy: 0.8991
1159/1208 [===========================>..] - ETA: 6:51 - loss: 0.2733 - accuracy: 0.8991
1160/1208 [===========================>..] - ETA: 6:43 - loss: 0.2732 - accuracy: 0.8991
1161/1208 [===========================>..] - ETA: 6:34 - loss: 0.2732 - accuracy: 0.8991
1162/1208 [===========================>..] - ETA: 6:26 - loss: 0.2732 - accuracy: 0.8991
1163/1208 [===========================>..] - ETA: 6:17 - loss: 0.2732 - accuracy: 0.8991
1164/1208 [===========================>..] - ETA: 6:09 - loss: 0.2731 - accuracy: 0.8992
1165/1208 [===========================>..] - ETA: 6:00 - loss: 0.2731 - accuracy: 0.8992
1166/1208 [===========================>..] - ETA: 5:52 - loss: 0.2731 - accuracy: 0.8992
1167/1208 [===========================>..] - ETA: 5:44 - loss: 0.2731 - accuracy: 0.8992
1168/1208 [============================>.] - ETA: 5:35 - loss: 0.2731 - accuracy: 0.8992
1169/1208 [============================>.] - ETA: 5:27 - loss: 0.2731 - accuracy: 0.8992
1170/1208 [============================>.] - ETA: 5:18 - loss: 0.2731 - accuracy: 0.8992
1171/1208 [============================>.] - ETA: 5:10 - loss: 0.2730 - accuracy: 0.8992
1172/1208 [============================>.] - ETA: 5:01 - loss: 0.2730 - accuracy: 0.8992
1173/1208 [============================>.] - ETA: 4:53 - loss: 0.2732 - accuracy: 0.8991
1174/1208 [============================>.] - ETA: 4:45 - loss: 0.2732 - accuracy: 0.8991
1175/1208 [============================>.] - ETA: 4:36 - loss: 0.2733 - accuracy: 0.8991
1176/1208 [============================>.] - ETA: 4:28 - loss: 0.2733 - accuracy: 0.8991
1177/1208 [============================>.] - ETA: 4:19 - loss: 0.2732 - accuracy: 0.8991
1178/1208 [============================>.] - ETA: 4:11 - loss: 0.2733 - accuracy: 0.8991
1179/1208 [============================>.] - ETA: 4:03 - loss: 0.2732 - accuracy: 0.8991
1180/1208 [============================>.] - ETA: 3:54 - loss: 0.2732 - accuracy: 0.8991
1181/1208 [============================>.] - ETA: 3:46 - loss: 0.2732 - accuracy: 0.8991
1182/1208 [============================>.] - ETA: 3:37 - loss: 0.2731 - accuracy: 0.8991
1183/1208 [============================>.] - ETA: 3:29 - loss: 0.2731 - accuracy: 0.8991
1184/1208 [============================>.] - ETA: 3:21 - loss: 0.2731 - accuracy: 0.8991
1185/1208 [============================>.] - ETA: 3:12 - loss: 0.2729 - accuracy: 0.8992
1186/1208 [============================>.] - ETA: 3:04 - loss: 0.2729 - accuracy: 0.8992
1187/1208 [============================>.] - ETA: 2:55 - loss: 0.2729 - accuracy: 0.8992
1188/1208 [============================>.] - ETA: 2:47 - loss: 0.2729 - accuracy: 0.8991
1189/1208 [============================>.] - ETA: 2:39 - loss: 0.2729 - accuracy: 0.8992
1190/1208 [============================>.] - ETA: 2:30 - loss: 0.2728 - accuracy: 0.8992
1191/1208 [============================>.] - ETA: 2:22 - loss: 0.2729 - accuracy: 0.8992
1192/1208 [============================>.] - ETA: 2:14 - loss: 0.2729 - accuracy: 0.8991
1193/1208 [============================>.] - ETA: 2:05 - loss: 0.2729 - accuracy: 0.8992
1194/1208 [============================>.] - ETA: 1:57 - loss: 0.2728 - accuracy: 0.8992
1195/1208 [============================>.] - ETA: 1:48 - loss: 0.2728 - accuracy: 0.8992
1196/1208 [============================>.] - ETA: 1:40 - loss: 0.2727 - accuracy: 0.8993
1197/1208 [============================>.] - ETA: 1:32 - loss: 0.2727 - accuracy: 0.8992
1198/1208 [============================>.] - ETA: 1:23 - loss: 0.2728 - accuracy: 0.8992
1199/1208 [============================>.] - ETA: 1:15 - loss: 0.2727 - accuracy: 0.8992
1200/1208 [============================>.] - ETA: 1:06 - loss: 0.2727 - accuracy: 0.8992
1201/1208 [============================>.] - ETA: 58s - loss: 0.2729 - accuracy: 0.8992 
1202/1208 [============================>.] - ETA: 50s - loss: 0.2728 - accuracy: 0.8993
1203/1208 [============================>.] - ETA: 41s - loss: 0.2729 - accuracy: 0.8993
1204/1208 [============================>.] - ETA: 33s - loss: 0.2728 - accuracy: 0.8993
1205/1208 [============================>.] - ETA: 25s - loss: 0.2727 - accuracy: 0.8993
1206/1208 [============================>.] - ETA: 16s - loss: 0.2727 - accuracy: 0.8994
1207/1208 [============================>.] - ETA: 8s - loss: 0.2727 - accuracy: 0.8994 
1208/1208 [==============================] - 10114s 8s/step - loss: 0.2727 - accuracy: 0.8994
val_acc: 0.84599, best_val_acc: 0.84858, test_acc: 0.84920

Epoch 5/10

   1/1208 [..............................] - ETA: 2:37:43 - loss: 0.2020 - accuracy: 0.9375
   2/1208 [..............................] - ETA: 2:33:30 - loss: 0.2554 - accuracy: 0.8984
   3/1208 [..............................] - ETA: 2:32:38 - loss: 0.2547 - accuracy: 0.9010
   4/1208 [..............................] - ETA: 2:29:32 - loss: 0.2428 - accuracy: 0.9023
   5/1208 [..............................] - ETA: 2:26:37 - loss: 0.2189 - accuracy: 0.9156
   6/1208 [..............................] - ETA: 2:24:32 - loss: 0.2081 - accuracy: 0.9193
   7/1208 [..............................] - ETA: 2:22:16 - loss: 0.2140 - accuracy: 0.9196
   8/1208 [..............................] - ETA: 2:21:16 - loss: 0.2208 - accuracy: 0.9199
   9/1208 [..............................] - ETA: 2:20:20 - loss: 0.2166 - accuracy: 0.9184
  10/1208 [..............................] - ETA: 2:18:55 - loss: 0.2170 - accuracy: 0.9187
  11/1208 [..............................] - ETA: 2:16:54 - loss: 0.2131 - accuracy: 0.9219
  12/1208 [..............................] - ETA: 2:15:57 - loss: 0.2176 - accuracy: 0.9167
  13/1208 [..............................] - ETA: 2:15:28 - loss: 0.2223 - accuracy: 0.9159
  14/1208 [..............................] - ETA: 2:14:51 - loss: 0.2259 - accuracy: 0.9152
  15/1208 [..............................] - ETA: 2:14:28 - loss: 0.2194 - accuracy: 0.9198
  16/1208 [..............................] - ETA: 2:12:18 - loss: 0.2175 - accuracy: 0.9199
  17/1208 [..............................] - ETA: 2:11:56 - loss: 0.2204 - accuracy: 0.9200
  18/1208 [..............................] - ETA: 2:11:47 - loss: 0.2200 - accuracy: 0.9201
  19/1208 [..............................] - ETA: 2:11:10 - loss: 0.2195 - accuracy: 0.9202
  20/1208 [..............................] - ETA: 2:10:49 - loss: 0.2142 - accuracy: 0.9227
  21/1208 [..............................] - ETA: 2:10:42 - loss: 0.2163 - accuracy: 0.9226
  22/1208 [..............................] - ETA: 2:10:29 - loss: 0.2179 - accuracy: 0.9212
  23/1208 [..............................] - ETA: 2:10:43 - loss: 0.2149 - accuracy: 0.9226
  24/1208 [..............................] - ETA: 2:10:17 - loss: 0.2139 - accuracy: 0.9225
  25/1208 [..............................] - ETA: 2:10:14 - loss: 0.2145 - accuracy: 0.9219
  26/1208 [..............................] - ETA: 2:10:07 - loss: 0.2154 - accuracy: 0.9207
  27/1208 [..............................] - ETA: 2:09:57 - loss: 0.2173 - accuracy: 0.9190
  28/1208 [..............................] - ETA: 2:09:56 - loss: 0.2233 - accuracy: 0.9180
  29/1208 [..............................] - ETA: 2:09:49 - loss: 0.2240 - accuracy: 0.9186
  30/1208 [..............................] - ETA: 2:10:01 - loss: 0.2227 - accuracy: 0.9187
  31/1208 [..............................] - ETA: 2:09:54 - loss: 0.2224 - accuracy: 0.9173
  32/1208 [..............................] - ETA: 2:09:58 - loss: 0.2209 - accuracy: 0.9175
  33/1208 [..............................] - ETA: 2:09:53 - loss: 0.2258 - accuracy: 0.9148
  34/1208 [..............................] - ETA: 2:09:52 - loss: 0.2244 - accuracy: 0.9154
  35/1208 [..............................] - ETA: 2:09:45 - loss: 0.2248 - accuracy: 0.9152
  36/1208 [..............................] - ETA: 2:09:38 - loss: 0.2247 - accuracy: 0.9154
  37/1208 [..............................] - ETA: 2:09:35 - loss: 0.2290 - accuracy: 0.9147
  38/1208 [..............................] - ETA: 2:10:01 - loss: 0.2294 - accuracy: 0.9153
  39/1208 [..............................] - ETA: 2:10:33 - loss: 0.2300 - accuracy: 0.9159
  40/1208 [..............................] - ETA: 2:11:00 - loss: 0.2282 - accuracy: 0.9168
  41/1208 [>.............................] - ETA: 2:11:16 - loss: 0.2304 - accuracy: 0.9154
  42/1208 [>.............................] - ETA: 2:11:43 - loss: 0.2283 - accuracy: 0.9167
  43/1208 [>.............................] - ETA: 2:12:04 - loss: 0.2276 - accuracy: 0.9175
  44/1208 [>.............................] - ETA: 2:12:21 - loss: 0.2279 - accuracy: 0.9180
  45/1208 [>.............................] - ETA: 2:12:30 - loss: 0.2301 - accuracy: 0.9174
  46/1208 [>.............................] - ETA: 2:12:48 - loss: 0.2309 - accuracy: 0.9164
  47/1208 [>.............................] - ETA: 2:13:03 - loss: 0.2323 - accuracy: 0.9149
  48/1208 [>.............................] - ETA: 2:13:04 - loss: 0.2317 - accuracy: 0.9157
  49/1208 [>.............................] - ETA: 2:13:09 - loss: 0.2320 - accuracy: 0.9158
  50/1208 [>.............................] - ETA: 2:13:05 - loss: 0.2317 - accuracy: 0.9162
  51/1208 [>.............................] - ETA: 2:13:04 - loss: 0.2346 - accuracy: 0.9154
  52/1208 [>.............................] - ETA: 2:13:07 - loss: 0.2364 - accuracy: 0.9144
  53/1208 [>.............................] - ETA: 2:13:14 - loss: 0.2349 - accuracy: 0.9151
  54/1208 [>.............................] - ETA: 2:13:10 - loss: 0.2355 - accuracy: 0.9144
  55/1208 [>.............................] - ETA: 2:13:06 - loss: 0.2344 - accuracy: 0.9151
  56/1208 [>.............................] - ETA: 2:13:01 - loss: 0.2372 - accuracy: 0.9143
  57/1208 [>.............................] - ETA: 2:13:06 - loss: 0.2381 - accuracy: 0.9142
  58/1208 [>.............................] - ETA: 2:13:07 - loss: 0.2376 - accuracy: 0.9143
  59/1208 [>.............................] - ETA: 2:12:58 - loss: 0.2402 - accuracy: 0.9129
  60/1208 [>.............................] - ETA: 2:12:59 - loss: 0.2401 - accuracy: 0.9125
  61/1208 [>.............................] - ETA: 2:13:09 - loss: 0.2401 - accuracy: 0.9121
  62/1208 [>.............................] - ETA: 2:13:11 - loss: 0.2387 - accuracy: 0.9126
  63/1208 [>.............................] - ETA: 2:13:11 - loss: 0.2376 - accuracy: 0.9132
  64/1208 [>.............................] - ETA: 2:13:17 - loss: 0.2369 - accuracy: 0.9136
  65/1208 [>.............................] - ETA: 2:13:23 - loss: 0.2373 - accuracy: 0.9137
  66/1208 [>.............................] - ETA: 2:13:14 - loss: 0.2376 - accuracy: 0.9129
  67/1208 [>.............................] - ETA: 2:13:10 - loss: 0.2384 - accuracy: 0.9123
  68/1208 [>.............................] - ETA: 2:13:14 - loss: 0.2375 - accuracy: 0.9129
  69/1208 [>.............................] - ETA: 2:13:13 - loss: 0.2371 - accuracy: 0.9133
  70/1208 [>.............................] - ETA: 2:13:23 - loss: 0.2363 - accuracy: 0.9136
  71/1208 [>.............................] - ETA: 2:13:26 - loss: 0.2357 - accuracy: 0.9137
  72/1208 [>.............................] - ETA: 2:13:35 - loss: 0.2355 - accuracy: 0.9134
  73/1208 [>.............................] - ETA: 2:13:42 - loss: 0.2335 - accuracy: 0.9146
  74/1208 [>.............................] - ETA: 2:13:43 - loss: 0.2330 - accuracy: 0.9145
  75/1208 [>.............................] - ETA: 2:13:48 - loss: 0.2328 - accuracy: 0.9144
  76/1208 [>.............................] - ETA: 2:13:43 - loss: 0.2320 - accuracy: 0.9145
  77/1208 [>.............................] - ETA: 2:13:44 - loss: 0.2306 - accuracy: 0.9150
  78/1208 [>.............................] - ETA: 2:13:43 - loss: 0.2299 - accuracy: 0.9157
  79/1208 [>.............................] - ETA: 2:13:45 - loss: 0.2293 - accuracy: 0.9161
  80/1208 [>.............................] - ETA: 2:13:51 - loss: 0.2285 - accuracy: 0.9164
  81/1208 [=>............................] - ETA: 2:13:59 - loss: 0.2286 - accuracy: 0.9165
  82/1208 [=>............................] - ETA: 2:13:58 - loss: 0.2275 - accuracy: 0.9173
  83/1208 [=>............................] - ETA: 2:13:55 - loss: 0.2271 - accuracy: 0.9174
  84/1208 [=>............................] - ETA: 2:13:52 - loss: 0.2276 - accuracy: 0.9169
  85/1208 [=>............................] - ETA: 2:13:47 - loss: 0.2272 - accuracy: 0.9169
  86/1208 [=>............................] - ETA: 2:13:41 - loss: 0.2266 - accuracy: 0.9175
  87/1208 [=>............................] - ETA: 2:13:39 - loss: 0.2260 - accuracy: 0.9177
  88/1208 [=>............................] - ETA: 2:13:38 - loss: 0.2248 - accuracy: 0.9183
  89/1208 [=>............................] - ETA: 2:13:30 - loss: 0.2265 - accuracy: 0.9178
  90/1208 [=>............................] - ETA: 2:13:23 - loss: 0.2274 - accuracy: 0.9175
  91/1208 [=>............................] - ETA: 2:13:18 - loss: 0.2273 - accuracy: 0.9178
  92/1208 [=>............................] - ETA: 2:13:11 - loss: 0.2271 - accuracy: 0.9181
  93/1208 [=>............................] - ETA: 2:13:04 - loss: 0.2275 - accuracy: 0.9183
  94/1208 [=>............................] - ETA: 2:13:02 - loss: 0.2282 - accuracy: 0.9184
  95/1208 [=>............................] - ETA: 2:12:56 - loss: 0.2292 - accuracy: 0.9179
  96/1208 [=>............................] - ETA: 2:12:51 - loss: 0.2310 - accuracy: 0.9172
  97/1208 [=>............................] - ETA: 2:12:44 - loss: 0.2310 - accuracy: 0.9175
  98/1208 [=>............................] - ETA: 2:12:38 - loss: 0.2305 - accuracy: 0.9179
  99/1208 [=>............................] - ETA: 2:12:35 - loss: 0.2300 - accuracy: 0.9182
 100/1208 [=>............................] - ETA: 2:12:35 - loss: 0.2302 - accuracy: 0.9181
 101/1208 [=>............................] - ETA: 2:12:26 - loss: 0.2321 - accuracy: 0.9174
 102/1208 [=>............................] - ETA: 2:12:19 - loss: 0.2313 - accuracy: 0.9176
 103/1208 [=>............................] - ETA: 2:12:20 - loss: 0.2317 - accuracy: 0.9173
 104/1208 [=>............................] - ETA: 2:12:17 - loss: 0.2326 - accuracy: 0.9169
 105/1208 [=>............................] - ETA: 2:12:16 - loss: 0.2337 - accuracy: 0.9165
 106/1208 [=>............................] - ETA: 2:11:55 - loss: 0.2338 - accuracy: 0.9166
 107/1208 [=>............................] - ETA: 2:11:53 - loss: 0.2331 - accuracy: 0.9168
 108/1208 [=>............................] - ETA: 2:11:50 - loss: 0.2327 - accuracy: 0.9167
 109/1208 [=>............................] - ETA: 2:11:47 - loss: 0.2320 - accuracy: 0.9170
 110/1208 [=>............................] - ETA: 2:11:46 - loss: 0.2323 - accuracy: 0.9169
 111/1208 [=>............................] - ETA: 2:11:45 - loss: 0.2320 - accuracy: 0.9171
 112/1208 [=>............................] - ETA: 2:11:39 - loss: 0.2327 - accuracy: 0.9171
 113/1208 [=>............................] - ETA: 2:11:38 - loss: 0.2326 - accuracy: 0.9172
 114/1208 [=>............................] - ETA: 2:11:38 - loss: 0.2330 - accuracy: 0.9171
 115/1208 [=>............................] - ETA: 2:11:32 - loss: 0.2322 - accuracy: 0.9174
 116/1208 [=>............................] - ETA: 2:11:29 - loss: 0.2328 - accuracy: 0.9173
 117/1208 [=>............................] - ETA: 2:11:27 - loss: 0.2316 - accuracy: 0.9179
 118/1208 [=>............................] - ETA: 2:11:28 - loss: 0.2305 - accuracy: 0.9184
 119/1208 [=>............................] - ETA: 2:11:18 - loss: 0.2308 - accuracy: 0.9185
 120/1208 [=>............................] - ETA: 2:11:12 - loss: 0.2314 - accuracy: 0.9180
 121/1208 [==>...........................] - ETA: 2:11:09 - loss: 0.2319 - accuracy: 0.9176
 122/1208 [==>...........................] - ETA: 2:11:05 - loss: 0.2332 - accuracy: 0.9170
 123/1208 [==>...........................] - ETA: 2:10:58 - loss: 0.2329 - accuracy: 0.9173
 124/1208 [==>...........................] - ETA: 2:10:55 - loss: 0.2327 - accuracy: 0.9173
 125/1208 [==>...........................] - ETA: 2:10:52 - loss: 0.2323 - accuracy: 0.9175
 126/1208 [==>...........................] - ETA: 2:10:47 - loss: 0.2320 - accuracy: 0.9179
 127/1208 [==>...........................] - ETA: 2:10:36 - loss: 0.2325 - accuracy: 0.9177
 128/1208 [==>...........................] - ETA: 2:10:25 - loss: 0.2320 - accuracy: 0.9178
 129/1208 [==>...........................] - ETA: 2:10:11 - loss: 0.2327 - accuracy: 0.9175
 130/1208 [==>...........................] - ETA: 2:09:58 - loss: 0.2328 - accuracy: 0.9177
 131/1208 [==>...........................] - ETA: 2:09:46 - loss: 0.2317 - accuracy: 0.9183
 132/1208 [==>...........................] - ETA: 2:09:33 - loss: 0.2321 - accuracy: 0.9180
 133/1208 [==>...........................] - ETA: 2:09:18 - loss: 0.2320 - accuracy: 0.9179
 134/1208 [==>...........................] - ETA: 2:09:07 - loss: 0.2310 - accuracy: 0.9184
 135/1208 [==>...........................] - ETA: 2:08:54 - loss: 0.2311 - accuracy: 0.9183
 136/1208 [==>...........................] - ETA: 2:08:41 - loss: 0.2316 - accuracy: 0.9177
 137/1208 [==>...........................] - ETA: 2:08:30 - loss: 0.2321 - accuracy: 0.9173
 138/1208 [==>...........................] - ETA: 2:08:20 - loss: 0.2320 - accuracy: 0.9173
 139/1208 [==>...........................] - ETA: 2:08:09 - loss: 0.2315 - accuracy: 0.9177
 140/1208 [==>...........................] - ETA: 2:07:55 - loss: 0.2322 - accuracy: 0.9174
 141/1208 [==>...........................] - ETA: 2:07:44 - loss: 0.2322 - accuracy: 0.9174
 142/1208 [==>...........................] - ETA: 2:07:33 - loss: 0.2325 - accuracy: 0.9171
 143/1208 [==>...........................] - ETA: 2:07:19 - loss: 0.2325 - accuracy: 0.9171
 144/1208 [==>...........................] - ETA: 2:07:07 - loss: 0.2323 - accuracy: 0.9171
 145/1208 [==>...........................] - ETA: 2:06:58 - loss: 0.2321 - accuracy: 0.9171
 146/1208 [==>...........................] - ETA: 2:06:48 - loss: 0.2325 - accuracy: 0.9167
 147/1208 [==>...........................] - ETA: 2:06:38 - loss: 0.2328 - accuracy: 0.9167
 148/1208 [==>...........................] - ETA: 2:06:30 - loss: 0.2325 - accuracy: 0.9168
 149/1208 [==>...........................] - ETA: 2:06:14 - loss: 0.2319 - accuracy: 0.9172
 150/1208 [==>...........................] - ETA: 2:06:05 - loss: 0.2318 - accuracy: 0.9171
 151/1208 [==>...........................] - ETA: 2:05:56 - loss: 0.2317 - accuracy: 0.9172
 152/1208 [==>...........................] - ETA: 2:05:47 - loss: 0.2320 - accuracy: 0.9172
 153/1208 [==>...........................] - ETA: 2:05:36 - loss: 0.2318 - accuracy: 0.9173
 154/1208 [==>...........................] - ETA: 2:05:27 - loss: 0.2315 - accuracy: 0.9172
 155/1208 [==>...........................] - ETA: 2:05:19 - loss: 0.2309 - accuracy: 0.9175
 156/1208 [==>...........................] - ETA: 2:05:09 - loss: 0.2316 - accuracy: 0.9176
 157/1208 [==>...........................] - ETA: 2:04:59 - loss: 0.2320 - accuracy: 0.9177
 158/1208 [==>...........................] - ETA: 2:04:50 - loss: 0.2319 - accuracy: 0.9179
 159/1208 [==>...........................] - ETA: 2:04:40 - loss: 0.2315 - accuracy: 0.9180
 160/1208 [==>...........................] - ETA: 2:04:38 - loss: 0.2314 - accuracy: 0.9182
 161/1208 [==>...........................] - ETA: 2:04:31 - loss: 0.2314 - accuracy: 0.9180
 162/1208 [===>..........................] - ETA: 2:04:28 - loss: 0.2320 - accuracy: 0.9175
 163/1208 [===>..........................] - ETA: 2:04:24 - loss: 0.2316 - accuracy: 0.9178
 164/1208 [===>..........................] - ETA: 2:04:19 - loss: 0.2326 - accuracy: 0.9176
 165/1208 [===>..........................] - ETA: 2:04:14 - loss: 0.2323 - accuracy: 0.9178
 166/1208 [===>..........................] - ETA: 2:04:09 - loss: 0.2335 - accuracy: 0.9175
 167/1208 [===>..........................] - ETA: 2:04:02 - loss: 0.2334 - accuracy: 0.9177
 168/1208 [===>..........................] - ETA: 2:03:57 - loss: 0.2335 - accuracy: 0.9176
 169/1208 [===>..........................] - ETA: 2:03:50 - loss: 0.2337 - accuracy: 0.9174
 170/1208 [===>..........................] - ETA: 2:03:43 - loss: 0.2329 - accuracy: 0.9178
 171/1208 [===>..........................] - ETA: 2:03:36 - loss: 0.2332 - accuracy: 0.9177
 172/1208 [===>..........................] - ETA: 2:03:30 - loss: 0.2329 - accuracy: 0.9178
 173/1208 [===>..........................] - ETA: 2:03:25 - loss: 0.2326 - accuracy: 0.9180
 174/1208 [===>..........................] - ETA: 2:03:21 - loss: 0.2330 - accuracy: 0.9179
 175/1208 [===>..........................] - ETA: 2:03:14 - loss: 0.2331 - accuracy: 0.9179
 176/1208 [===>..........................] - ETA: 2:03:07 - loss: 0.2329 - accuracy: 0.9179
 177/1208 [===>..........................] - ETA: 2:03:03 - loss: 0.2326 - accuracy: 0.9182
 178/1208 [===>..........................] - ETA: 2:02:58 - loss: 0.2320 - accuracy: 0.9185
 179/1208 [===>..........................] - ETA: 2:02:53 - loss: 0.2321 - accuracy: 0.9183
 180/1208 [===>..........................] - ETA: 2:02:48 - loss: 0.2316 - accuracy: 0.9187
 181/1208 [===>..........................] - ETA: 2:02:44 - loss: 0.2311 - accuracy: 0.9191
 182/1208 [===>..........................] - ETA: 2:02:40 - loss: 0.2306 - accuracy: 0.9193
 183/1208 [===>..........................] - ETA: 2:02:35 - loss: 0.2298 - accuracy: 0.9197
 184/1208 [===>..........................] - ETA: 2:02:29 - loss: 0.2297 - accuracy: 0.9196
 185/1208 [===>..........................] - ETA: 2:02:23 - loss: 0.2291 - accuracy: 0.9198
 186/1208 [===>..........................] - ETA: 2:02:17 - loss: 0.2284 - accuracy: 0.9201
 187/1208 [===>..........................] - ETA: 2:02:15 - loss: 0.2294 - accuracy: 0.9199
 188/1208 [===>..........................] - ETA: 2:02:10 - loss: 0.2293 - accuracy: 0.9199
 189/1208 [===>..........................] - ETA: 2:02:04 - loss: 0.2299 - accuracy: 0.9196
 190/1208 [===>..........................] - ETA: 2:01:59 - loss: 0.2301 - accuracy: 0.9197
 191/1208 [===>..........................] - ETA: 2:01:55 - loss: 0.2300 - accuracy: 0.9198
 192/1208 [===>..........................] - ETA: 2:01:51 - loss: 0.2299 - accuracy: 0.9199
 193/1208 [===>..........................] - ETA: 2:01:46 - loss: 0.2299 - accuracy: 0.9199
 194/1208 [===>..........................] - ETA: 2:01:40 - loss: 0.2300 - accuracy: 0.9195
 195/1208 [===>..........................] - ETA: 2:01:34 - loss: 0.2301 - accuracy: 0.9196
 196/1208 [===>..........................] - ETA: 2:01:29 - loss: 0.2301 - accuracy: 0.9194
 197/1208 [===>..........................] - ETA: 2:01:22 - loss: 0.2309 - accuracy: 0.9190
 198/1208 [===>..........................] - ETA: 2:01:18 - loss: 0.2307 - accuracy: 0.9190
 199/1208 [===>..........................] - ETA: 2:01:14 - loss: 0.2305 - accuracy: 0.9190
 200/1208 [===>..........................] - ETA: 2:01:08 - loss: 0.2310 - accuracy: 0.9187
 201/1208 [===>..........................] - ETA: 2:01:03 - loss: 0.2311 - accuracy: 0.9187
 202/1208 [====>.........................] - ETA: 2:00:59 - loss: 0.2309 - accuracy: 0.9189
 203/1208 [====>.........................] - ETA: 2:00:54 - loss: 0.2304 - accuracy: 0.9190
 204/1208 [====>.........................] - ETA: 2:00:49 - loss: 0.2305 - accuracy: 0.9190
 205/1208 [====>.........................] - ETA: 2:00:43 - loss: 0.2303 - accuracy: 0.9191
 206/1208 [====>.........................] - ETA: 2:00:38 - loss: 0.2301 - accuracy: 0.9191
 207/1208 [====>.........................] - ETA: 2:00:31 - loss: 0.2299 - accuracy: 0.9191
 208/1208 [====>.........................] - ETA: 2:00:24 - loss: 0.2297 - accuracy: 0.9193
 209/1208 [====>.........................] - ETA: 2:00:18 - loss: 0.2303 - accuracy: 0.9192
 210/1208 [====>.........................] - ETA: 2:00:14 - loss: 0.2304 - accuracy: 0.9192
 211/1208 [====>.........................] - ETA: 2:00:07 - loss: 0.2305 - accuracy: 0.9189
 212/1208 [====>.........................] - ETA: 1:59:59 - loss: 0.2303 - accuracy: 0.9189
 213/1208 [====>.........................] - ETA: 1:59:54 - loss: 0.2305 - accuracy: 0.9189
 214/1208 [====>.........................] - ETA: 1:59:48 - loss: 0.2302 - accuracy: 0.9190
 215/1208 [====>.........................] - ETA: 1:59:41 - loss: 0.2297 - accuracy: 0.9192
 216/1208 [====>.........................] - ETA: 1:59:36 - loss: 0.2298 - accuracy: 0.9190
 217/1208 [====>.........................] - ETA: 1:59:28 - loss: 0.2297 - accuracy: 0.9191
 218/1208 [====>.........................] - ETA: 1:59:21 - loss: 0.2297 - accuracy: 0.9192
 219/1208 [====>.........................] - ETA: 1:59:16 - loss: 0.2299 - accuracy: 0.9192
 220/1208 [====>.........................] - ETA: 1:59:09 - loss: 0.2293 - accuracy: 0.9195
 221/1208 [====>.........................] - ETA: 1:59:02 - loss: 0.2288 - accuracy: 0.9198
 222/1208 [====>.........................] - ETA: 1:58:56 - loss: 0.2287 - accuracy: 0.9198
 223/1208 [====>.........................] - ETA: 1:58:52 - loss: 0.2284 - accuracy: 0.9200
 224/1208 [====>.........................] - ETA: 1:58:47 - loss: 0.2282 - accuracy: 0.9201
 225/1208 [====>.........................] - ETA: 1:58:38 - loss: 0.2280 - accuracy: 0.9201
 226/1208 [====>.........................] - ETA: 1:58:34 - loss: 0.2278 - accuracy: 0.9203
 227/1208 [====>.........................] - ETA: 1:58:29 - loss: 0.2276 - accuracy: 0.9202
 228/1208 [====>.........................] - ETA: 1:58:25 - loss: 0.2274 - accuracy: 0.9202
 229/1208 [====>.........................] - ETA: 1:58:19 - loss: 0.2277 - accuracy: 0.9201
 230/1208 [====>.........................] - ETA: 1:58:14 - loss: 0.2273 - accuracy: 0.9202
 231/1208 [====>.........................] - ETA: 1:58:09 - loss: 0.2272 - accuracy: 0.9203
 232/1208 [====>.........................] - ETA: 1:58:02 - loss: 0.2269 - accuracy: 0.9205
 233/1208 [====>.........................] - ETA: 1:57:57 - loss: 0.2274 - accuracy: 0.9200
 234/1208 [====>.........................] - ETA: 1:57:50 - loss: 0.2275 - accuracy: 0.9199
 235/1208 [====>.........................] - ETA: 1:57:45 - loss: 0.2278 - accuracy: 0.9197
 236/1208 [====>.........................] - ETA: 1:57:40 - loss: 0.2276 - accuracy: 0.9198
 237/1208 [====>.........................] - ETA: 1:57:31 - loss: 0.2282 - accuracy: 0.9194
 238/1208 [====>.........................] - ETA: 1:57:23 - loss: 0.2282 - accuracy: 0.9194
 239/1208 [====>.........................] - ETA: 1:57:15 - loss: 0.2280 - accuracy: 0.9195
 240/1208 [====>.........................] - ETA: 1:57:05 - loss: 0.2283 - accuracy: 0.9195
 241/1208 [====>.........................] - ETA: 1:56:57 - loss: 0.2281 - accuracy: 0.9196
 242/1208 [=====>........................] - ETA: 1:56:48 - loss: 0.2280 - accuracy: 0.9194
 243/1208 [=====>........................] - ETA: 1:56:39 - loss: 0.2284 - accuracy: 0.9194
 244/1208 [=====>........................] - ETA: 1:56:29 - loss: 0.2284 - accuracy: 0.9194
 245/1208 [=====>........................] - ETA: 1:56:20 - loss: 0.2282 - accuracy: 0.9193
 246/1208 [=====>........................] - ETA: 1:56:11 - loss: 0.2282 - accuracy: 0.9193
 247/1208 [=====>........................] - ETA: 1:56:01 - loss: 0.2280 - accuracy: 0.9193
 248/1208 [=====>........................] - ETA: 1:55:53 - loss: 0.2280 - accuracy: 0.9194
 249/1208 [=====>........................] - ETA: 1:55:44 - loss: 0.2286 - accuracy: 0.9191
 250/1208 [=====>........................] - ETA: 1:55:36 - loss: 0.2287 - accuracy: 0.9191
 251/1208 [=====>........................] - ETA: 1:55:27 - loss: 0.2288 - accuracy: 0.9190
 252/1208 [=====>........................] - ETA: 1:55:18 - loss: 0.2285 - accuracy: 0.9191
 253/1208 [=====>........................] - ETA: 1:55:10 - loss: 0.2284 - accuracy: 0.9191
 254/1208 [=====>........................] - ETA: 1:55:00 - loss: 0.2285 - accuracy: 0.9192
 255/1208 [=====>........................] - ETA: 1:54:51 - loss: 0.2286 - accuracy: 0.9192
 256/1208 [=====>........................] - ETA: 1:54:41 - loss: 0.2284 - accuracy: 0.9193
 257/1208 [=====>........................] - ETA: 1:54:32 - loss: 0.2283 - accuracy: 0.9194
 258/1208 [=====>........................] - ETA: 1:54:23 - loss: 0.2285 - accuracy: 0.9194
 259/1208 [=====>........................] - ETA: 1:54:14 - loss: 0.2288 - accuracy: 0.9192
 260/1208 [=====>........................] - ETA: 1:54:04 - loss: 0.2290 - accuracy: 0.9191
 261/1208 [=====>........................] - ETA: 1:53:56 - loss: 0.2291 - accuracy: 0.9190
 262/1208 [=====>........................] - ETA: 1:53:47 - loss: 0.2294 - accuracy: 0.9188
 263/1208 [=====>........................] - ETA: 1:53:38 - loss: 0.2293 - accuracy: 0.9188
 264/1208 [=====>........................] - ETA: 1:53:29 - loss: 0.2297 - accuracy: 0.9188
 265/1208 [=====>........................] - ETA: 1:53:21 - loss: 0.2296 - accuracy: 0.9188
 266/1208 [=====>........................] - ETA: 1:53:12 - loss: 0.2297 - accuracy: 0.9187
 267/1208 [=====>........................] - ETA: 1:53:04 - loss: 0.2297 - accuracy: 0.9187
 268/1208 [=====>........................] - ETA: 1:52:55 - loss: 0.2303 - accuracy: 0.9185
 269/1208 [=====>........................] - ETA: 1:52:47 - loss: 0.2301 - accuracy: 0.9186
 270/1208 [=====>........................] - ETA: 1:52:41 - loss: 0.2298 - accuracy: 0.9188
 271/1208 [=====>........................] - ETA: 1:52:35 - loss: 0.2301 - accuracy: 0.9186
 272/1208 [=====>........................] - ETA: 1:52:26 - loss: 0.2302 - accuracy: 0.9187
 273/1208 [=====>........................] - ETA: 1:52:19 - loss: 0.2302 - accuracy: 0.9187
 274/1208 [=====>........................] - ETA: 1:52:11 - loss: 0.2299 - accuracy: 0.9189
 275/1208 [=====>........................] - ETA: 1:52:06 - loss: 0.2299 - accuracy: 0.9189
 276/1208 [=====>........................] - ETA: 1:52:00 - loss: 0.2297 - accuracy: 0.9190
 277/1208 [=====>........................] - ETA: 1:51:54 - loss: 0.2296 - accuracy: 0.9192
 278/1208 [=====>........................] - ETA: 1:51:48 - loss: 0.2299 - accuracy: 0.9190
 279/1208 [=====>........................] - ETA: 1:51:43 - loss: 0.2298 - accuracy: 0.9191
 280/1208 [=====>........................] - ETA: 1:51:39 - loss: 0.2297 - accuracy: 0.9193
 281/1208 [=====>........................] - ETA: 1:51:35 - loss: 0.2298 - accuracy: 0.9192
 282/1208 [======>.......................] - ETA: 1:51:28 - loss: 0.2296 - accuracy: 0.9193
 283/1208 [======>.......................] - ETA: 1:51:23 - loss: 0.2295 - accuracy: 0.9193
 284/1208 [======>.......................] - ETA: 1:51:16 - loss: 0.2294 - accuracy: 0.9194
 285/1208 [======>.......................] - ETA: 1:51:09 - loss: 0.2293 - accuracy: 0.9195
 286/1208 [======>.......................] - ETA: 1:51:03 - loss: 0.2294 - accuracy: 0.9195
 287/1208 [======>.......................] - ETA: 1:50:55 - loss: 0.2301 - accuracy: 0.9192
 288/1208 [======>.......................] - ETA: 1:50:48 - loss: 0.2305 - accuracy: 0.9191
 289/1208 [======>.......................] - ETA: 1:50:41 - loss: 0.2302 - accuracy: 0.9193
 290/1208 [======>.......................] - ETA: 1:50:36 - loss: 0.2297 - accuracy: 0.9195
 291/1208 [======>.......................] - ETA: 1:50:29 - loss: 0.2297 - accuracy: 0.9194
 292/1208 [======>.......................] - ETA: 1:50:23 - loss: 0.2296 - accuracy: 0.9196
 293/1208 [======>.......................] - ETA: 1:50:17 - loss: 0.2295 - accuracy: 0.9195
 294/1208 [======>.......................] - ETA: 1:50:10 - loss: 0.2299 - accuracy: 0.9194
 295/1208 [======>.......................] - ETA: 1:50:04 - loss: 0.2298 - accuracy: 0.9194
 296/1208 [======>.......................] - ETA: 1:49:58 - loss: 0.2299 - accuracy: 0.9193
 297/1208 [======>.......................] - ETA: 1:49:50 - loss: 0.2295 - accuracy: 0.9194
 298/1208 [======>.......................] - ETA: 1:49:46 - loss: 0.2296 - accuracy: 0.9194
 299/1208 [======>.......................] - ETA: 1:49:40 - loss: 0.2297 - accuracy: 0.9193
 300/1208 [======>.......................] - ETA: 1:49:34 - loss: 0.2295 - accuracy: 0.9193
 301/1208 [======>.......................] - ETA: 1:49:27 - loss: 0.2295 - accuracy: 0.9193
 302/1208 [======>.......................] - ETA: 1:49:21 - loss: 0.2295 - accuracy: 0.9193
 303/1208 [======>.......................] - ETA: 1:49:15 - loss: 0.2292 - accuracy: 0.9193
 304/1208 [======>.......................] - ETA: 1:49:08 - loss: 0.2292 - accuracy: 0.9193
 305/1208 [======>.......................] - ETA: 1:49:01 - loss: 0.2291 - accuracy: 0.9194
 306/1208 [======>.......................] - ETA: 1:48:54 - loss: 0.2290 - accuracy: 0.9193
 307/1208 [======>.......................] - ETA: 1:48:48 - loss: 0.2292 - accuracy: 0.9193
 308/1208 [======>.......................] - ETA: 1:48:41 - loss: 0.2292 - accuracy: 0.9192
 309/1208 [======>.......................] - ETA: 1:48:35 - loss: 0.2296 - accuracy: 0.9190
 310/1208 [======>.......................] - ETA: 1:48:28 - loss: 0.2296 - accuracy: 0.9191
 311/1208 [======>.......................] - ETA: 1:48:22 - loss: 0.2291 - accuracy: 0.9193
 312/1208 [======>.......................] - ETA: 1:48:16 - loss: 0.2292 - accuracy: 0.9192
 313/1208 [======>.......................] - ETA: 1:48:08 - loss: 0.2291 - accuracy: 0.9193
 314/1208 [======>.......................] - ETA: 1:48:01 - loss: 0.2291 - accuracy: 0.9193
 315/1208 [======>.......................] - ETA: 1:47:56 - loss: 0.2289 - accuracy: 0.9193
 316/1208 [======>.......................] - ETA: 1:47:50 - loss: 0.2288 - accuracy: 0.9195
 317/1208 [======>.......................] - ETA: 1:47:44 - loss: 0.2287 - accuracy: 0.9195
 318/1208 [======>.......................] - ETA: 1:47:38 - loss: 0.2287 - accuracy: 0.9195
 319/1208 [======>.......................] - ETA: 1:47:33 - loss: 0.2292 - accuracy: 0.9192
 320/1208 [======>.......................] - ETA: 1:47:28 - loss: 0.2289 - accuracy: 0.9194
 321/1208 [======>.......................] - ETA: 1:47:22 - loss: 0.2288 - accuracy: 0.9193
 322/1208 [======>.......................] - ETA: 1:47:17 - loss: 0.2290 - accuracy: 0.9194
 323/1208 [=======>......................] - ETA: 1:47:11 - loss: 0.2291 - accuracy: 0.9193
 324/1208 [=======>......................] - ETA: 1:47:04 - loss: 0.2295 - accuracy: 0.9191
 325/1208 [=======>......................] - ETA: 1:46:57 - loss: 0.2292 - accuracy: 0.9192
 326/1208 [=======>......................] - ETA: 1:46:50 - loss: 0.2292 - accuracy: 0.9193
 327/1208 [=======>......................] - ETA: 1:46:44 - loss: 0.2292 - accuracy: 0.9194
 328/1208 [=======>......................] - ETA: 1:46:36 - loss: 0.2293 - accuracy: 0.9192
 329/1208 [=======>......................] - ETA: 1:46:29 - loss: 0.2293 - accuracy: 0.9191
 330/1208 [=======>......................] - ETA: 1:46:23 - loss: 0.2295 - accuracy: 0.9189
 331/1208 [=======>......................] - ETA: 1:46:16 - loss: 0.2299 - accuracy: 0.9188
 332/1208 [=======>......................] - ETA: 1:46:09 - loss: 0.2295 - accuracy: 0.9190
 333/1208 [=======>......................] - ETA: 1:46:01 - loss: 0.2298 - accuracy: 0.9190
 334/1208 [=======>......................] - ETA: 1:45:54 - loss: 0.2294 - accuracy: 0.9191
 335/1208 [=======>......................] - ETA: 1:45:47 - loss: 0.2291 - accuracy: 0.9193
 336/1208 [=======>......................] - ETA: 1:45:38 - loss: 0.2296 - accuracy: 0.9191
 337/1208 [=======>......................] - ETA: 1:45:31 - loss: 0.2300 - accuracy: 0.9188
 338/1208 [=======>......................] - ETA: 1:45:24 - loss: 0.2298 - accuracy: 0.9190
 339/1208 [=======>......................] - ETA: 1:45:16 - loss: 0.2300 - accuracy: 0.9190
 340/1208 [=======>......................] - ETA: 1:45:09 - loss: 0.2300 - accuracy: 0.9189
 341/1208 [=======>......................] - ETA: 1:45:03 - loss: 0.2301 - accuracy: 0.9189
 342/1208 [=======>......................] - ETA: 1:44:55 - loss: 0.2302 - accuracy: 0.9189
 343/1208 [=======>......................] - ETA: 1:44:49 - loss: 0.2300 - accuracy: 0.9190
 344/1208 [=======>......................] - ETA: 1:44:41 - loss: 0.2300 - accuracy: 0.9189
 345/1208 [=======>......................] - ETA: 1:44:35 - loss: 0.2301 - accuracy: 0.9188
 346/1208 [=======>......................] - ETA: 1:44:28 - loss: 0.2297 - accuracy: 0.9190
 347/1208 [=======>......................] - ETA: 1:44:21 - loss: 0.2298 - accuracy: 0.9189
 348/1208 [=======>......................] - ETA: 1:44:14 - loss: 0.2296 - accuracy: 0.9190
 349/1208 [=======>......................] - ETA: 1:44:07 - loss: 0.2298 - accuracy: 0.9191
 350/1208 [=======>......................] - ETA: 1:44:01 - loss: 0.2298 - accuracy: 0.9189
 351/1208 [=======>......................] - ETA: 1:43:54 - loss: 0.2299 - accuracy: 0.9189
 352/1208 [=======>......................] - ETA: 1:43:48 - loss: 0.2300 - accuracy: 0.9189
 353/1208 [=======>......................] - ETA: 1:43:39 - loss: 0.2297 - accuracy: 0.9190
 354/1208 [=======>......................] - ETA: 1:43:30 - loss: 0.2295 - accuracy: 0.9191
 355/1208 [=======>......................] - ETA: 1:43:22 - loss: 0.2292 - accuracy: 0.9193
 356/1208 [=======>......................] - ETA: 1:43:14 - loss: 0.2292 - accuracy: 0.9192
 357/1208 [=======>......................] - ETA: 1:43:07 - loss: 0.2293 - accuracy: 0.9192
 358/1208 [=======>......................] - ETA: 1:42:58 - loss: 0.2297 - accuracy: 0.9191
 359/1208 [=======>......................] - ETA: 1:42:50 - loss: 0.2295 - accuracy: 0.9192
 360/1208 [=======>......................] - ETA: 1:42:43 - loss: 0.2292 - accuracy: 0.9194
 361/1208 [=======>......................] - ETA: 1:42:35 - loss: 0.2296 - accuracy: 0.9193
 362/1208 [=======>......................] - ETA: 1:42:27 - loss: 0.2299 - accuracy: 0.9192
 363/1208 [========>.....................] - ETA: 1:42:18 - loss: 0.2295 - accuracy: 0.9193
 364/1208 [========>.....................] - ETA: 1:42:10 - loss: 0.2294 - accuracy: 0.9194
 365/1208 [========>.....................] - ETA: 1:42:01 - loss: 0.2294 - accuracy: 0.9194
 366/1208 [========>.....................] - ETA: 1:41:52 - loss: 0.2296 - accuracy: 0.9194
 367/1208 [========>.....................] - ETA: 1:41:44 - loss: 0.2295 - accuracy: 0.9194
 368/1208 [========>.....................] - ETA: 1:41:35 - loss: 0.2293 - accuracy: 0.9195
 369/1208 [========>.....................] - ETA: 1:41:27 - loss: 0.2292 - accuracy: 0.9195
 370/1208 [========>.....................] - ETA: 1:41:19 - loss: 0.2289 - accuracy: 0.9196
 371/1208 [========>.....................] - ETA: 1:41:09 - loss: 0.2289 - accuracy: 0.9197
 372/1208 [========>.....................] - ETA: 1:41:02 - loss: 0.2291 - accuracy: 0.9197
 373/1208 [========>.....................] - ETA: 1:40:53 - loss: 0.2290 - accuracy: 0.9197
 374/1208 [========>.....................] - ETA: 1:40:45 - loss: 0.2292 - accuracy: 0.9196
 375/1208 [========>.....................] - ETA: 1:40:37 - loss: 0.2293 - accuracy: 0.9196
 376/1208 [========>.....................] - ETA: 1:40:28 - loss: 0.2292 - accuracy: 0.9197
 377/1208 [========>.....................] - ETA: 1:40:19 - loss: 0.2291 - accuracy: 0.9198
 378/1208 [========>.....................] - ETA: 1:40:10 - loss: 0.2290 - accuracy: 0.9198
 379/1208 [========>.....................] - ETA: 1:40:01 - loss: 0.2288 - accuracy: 0.9199
 380/1208 [========>.....................] - ETA: 1:39:54 - loss: 0.2286 - accuracy: 0.9199
 381/1208 [========>.....................] - ETA: 1:39:45 - loss: 0.2283 - accuracy: 0.9200
 382/1208 [========>.....................] - ETA: 1:39:37 - loss: 0.2286 - accuracy: 0.9199
 383/1208 [========>.....................] - ETA: 1:39:29 - loss: 0.2286 - accuracy: 0.9199
 384/1208 [========>.....................] - ETA: 1:39:21 - loss: 0.2287 - accuracy: 0.9199
 385/1208 [========>.....................] - ETA: 1:39:15 - loss: 0.2285 - accuracy: 0.9200
 386/1208 [========>.....................] - ETA: 1:39:09 - loss: 0.2284 - accuracy: 0.9200
 387/1208 [========>.....................] - ETA: 1:39:03 - loss: 0.2288 - accuracy: 0.9199
 388/1208 [========>.....................] - ETA: 1:38:57 - loss: 0.2285 - accuracy: 0.9200
 389/1208 [========>.....................] - ETA: 1:38:52 - loss: 0.2285 - accuracy: 0.9201
 390/1208 [========>.....................] - ETA: 1:38:45 - loss: 0.2289 - accuracy: 0.9201
 391/1208 [========>.....................] - ETA: 1:38:39 - loss: 0.2291 - accuracy: 0.9200
 392/1208 [========>.....................] - ETA: 1:38:32 - loss: 0.2292 - accuracy: 0.9200
 393/1208 [========>.....................] - ETA: 1:38:26 - loss: 0.2292 - accuracy: 0.9200
 394/1208 [========>.....................] - ETA: 1:38:20 - loss: 0.2292 - accuracy: 0.9200
 395/1208 [========>.....................] - ETA: 1:38:14 - loss: 0.2295 - accuracy: 0.9199
 396/1208 [========>.....................] - ETA: 1:38:08 - loss: 0.2296 - accuracy: 0.9199
 397/1208 [========>.....................] - ETA: 1:37:59 - loss: 0.2298 - accuracy: 0.9198
 398/1208 [========>.....................] - ETA: 1:37:52 - loss: 0.2298 - accuracy: 0.9200
 399/1208 [========>.....................] - ETA: 1:37:47 - loss: 0.2297 - accuracy: 0.9200
 400/1208 [========>.....................] - ETA: 1:37:40 - loss: 0.2297 - accuracy: 0.9199
 401/1208 [========>.....................] - ETA: 1:37:33 - loss: 0.2296 - accuracy: 0.9199
 402/1208 [========>.....................] - ETA: 1:37:27 - loss: 0.2299 - accuracy: 0.9199
 403/1208 [=========>....................] - ETA: 1:37:20 - loss: 0.2298 - accuracy: 0.9200
 404/1208 [=========>....................] - ETA: 1:37:12 - loss: 0.2296 - accuracy: 0.9202
 405/1208 [=========>....................] - ETA: 1:37:06 - loss: 0.2293 - accuracy: 0.9203
 406/1208 [=========>....................] - ETA: 1:36:57 - loss: 0.2293 - accuracy: 0.9204
 407/1208 [=========>....................] - ETA: 1:36:50 - loss: 0.2290 - accuracy: 0.9205
 408/1208 [=========>....................] - ETA: 1:36:44 - loss: 0.2291 - accuracy: 0.9203
 409/1208 [=========>....................] - ETA: 1:36:35 - loss: 0.2292 - accuracy: 0.9202
 410/1208 [=========>....................] - ETA: 1:36:28 - loss: 0.2290 - accuracy: 0.9202
 411/1208 [=========>....................] - ETA: 1:36:21 - loss: 0.2290 - accuracy: 0.9202
 412/1208 [=========>....................] - ETA: 1:36:14 - loss: 0.2290 - accuracy: 0.9203
 413/1208 [=========>....................] - ETA: 1:36:07 - loss: 0.2288 - accuracy: 0.9203
 414/1208 [=========>....................] - ETA: 1:36:00 - loss: 0.2288 - accuracy: 0.9204
 415/1208 [=========>....................] - ETA: 1:35:53 - loss: 0.2286 - accuracy: 0.9205
 416/1208 [=========>....................] - ETA: 1:35:45 - loss: 0.2286 - accuracy: 0.9205
 417/1208 [=========>....................] - ETA: 1:35:39 - loss: 0.2286 - accuracy: 0.9205
 418/1208 [=========>....................] - ETA: 1:35:33 - loss: 0.2285 - accuracy: 0.9205
 419/1208 [=========>....................] - ETA: 1:35:26 - loss: 0.2286 - accuracy: 0.9204
 420/1208 [=========>....................] - ETA: 1:35:19 - loss: 0.2287 - accuracy: 0.9203
 421/1208 [=========>....................] - ETA: 1:35:13 - loss: 0.2286 - accuracy: 0.9203
 422/1208 [=========>....................] - ETA: 1:35:07 - loss: 0.2286 - accuracy: 0.9202
 423/1208 [=========>....................] - ETA: 1:35:00 - loss: 0.2287 - accuracy: 0.9202
 424/1208 [=========>....................] - ETA: 1:34:53 - loss: 0.2286 - accuracy: 0.9203
 425/1208 [=========>....................] - ETA: 1:34:47 - loss: 0.2287 - accuracy: 0.9203
 426/1208 [=========>....................] - ETA: 1:34:41 - loss: 0.2286 - accuracy: 0.9202
 427/1208 [=========>....................] - ETA: 1:34:34 - loss: 0.2288 - accuracy: 0.9201
 428/1208 [=========>....................] - ETA: 1:34:28 - loss: 0.2291 - accuracy: 0.9199
 429/1208 [=========>....................] - ETA: 1:34:22 - loss: 0.2291 - accuracy: 0.9200
 430/1208 [=========>....................] - ETA: 1:34:16 - loss: 0.2293 - accuracy: 0.9199
 431/1208 [=========>....................] - ETA: 1:34:09 - loss: 0.2293 - accuracy: 0.9200
 432/1208 [=========>....................] - ETA: 1:34:03 - loss: 0.2294 - accuracy: 0.9201
 433/1208 [=========>....................] - ETA: 1:33:56 - loss: 0.2293 - accuracy: 0.9201
 434/1208 [=========>....................] - ETA: 1:33:50 - loss: 0.2293 - accuracy: 0.9201
 435/1208 [=========>....................] - ETA: 1:33:44 - loss: 0.2294 - accuracy: 0.9200
 436/1208 [=========>....................] - ETA: 1:33:38 - loss: 0.2291 - accuracy: 0.9201
 437/1208 [=========>....................] - ETA: 1:33:31 - loss: 0.2294 - accuracy: 0.9200
 438/1208 [=========>....................] - ETA: 1:33:24 - loss: 0.2293 - accuracy: 0.9199
 439/1208 [=========>....................] - ETA: 1:33:18 - loss: 0.2293 - accuracy: 0.9200
 440/1208 [=========>....................] - ETA: 1:33:12 - loss: 0.2291 - accuracy: 0.9201
 441/1208 [=========>....................] - ETA: 1:33:05 - loss: 0.2292 - accuracy: 0.9200
 442/1208 [=========>....................] - ETA: 1:32:59 - loss: 0.2295 - accuracy: 0.9198
 443/1208 [==========>...................] - ETA: 1:32:52 - loss: 0.2296 - accuracy: 0.9198
 444/1208 [==========>...................] - ETA: 1:32:46 - loss: 0.2297 - accuracy: 0.9198
 445/1208 [==========>...................] - ETA: 1:32:39 - loss: 0.2295 - accuracy: 0.9199
 446/1208 [==========>...................] - ETA: 1:32:32 - loss: 0.2293 - accuracy: 0.9200
 447/1208 [==========>...................] - ETA: 1:32:24 - loss: 0.2294 - accuracy: 0.9200
 448/1208 [==========>...................] - ETA: 1:32:17 - loss: 0.2293 - accuracy: 0.9201
 449/1208 [==========>...................] - ETA: 1:32:10 - loss: 0.2294 - accuracy: 0.9201
 450/1208 [==========>...................] - ETA: 1:32:03 - loss: 0.2291 - accuracy: 0.9203
 451/1208 [==========>...................] - ETA: 1:31:56 - loss: 0.2290 - accuracy: 0.9203
 452/1208 [==========>...................] - ETA: 1:31:48 - loss: 0.2290 - accuracy: 0.9203
 453/1208 [==========>...................] - ETA: 1:31:40 - loss: 0.2288 - accuracy: 0.9203
 454/1208 [==========>...................] - ETA: 1:31:32 - loss: 0.2287 - accuracy: 0.9203
 455/1208 [==========>...................] - ETA: 1:31:25 - loss: 0.2286 - accuracy: 0.9203
 456/1208 [==========>...................] - ETA: 1:31:18 - loss: 0.2284 - accuracy: 0.9204
 457/1208 [==========>...................] - ETA: 1:31:11 - loss: 0.2286 - accuracy: 0.9204
 458/1208 [==========>...................] - ETA: 1:31:05 - loss: 0.2289 - accuracy: 0.9202
 459/1208 [==========>...................] - ETA: 1:30:57 - loss: 0.2288 - accuracy: 0.9202
 460/1208 [==========>...................] - ETA: 1:30:50 - loss: 0.2288 - accuracy: 0.9202
 461/1208 [==========>...................] - ETA: 1:30:44 - loss: 0.2289 - accuracy: 0.9201
 462/1208 [==========>...................] - ETA: 1:30:38 - loss: 0.2293 - accuracy: 0.9198
 463/1208 [==========>...................] - ETA: 1:30:31 - loss: 0.2291 - accuracy: 0.9200
 464/1208 [==========>...................] - ETA: 1:30:24 - loss: 0.2290 - accuracy: 0.9200
 465/1208 [==========>...................] - ETA: 1:30:17 - loss: 0.2291 - accuracy: 0.9200
 466/1208 [==========>...................] - ETA: 1:30:10 - loss: 0.2291 - accuracy: 0.9200
 467/1208 [==========>...................] - ETA: 1:30:04 - loss: 0.2291 - accuracy: 0.9200
 468/1208 [==========>...................] - ETA: 1:29:55 - loss: 0.2288 - accuracy: 0.9202
 469/1208 [==========>...................] - ETA: 1:29:48 - loss: 0.2289 - accuracy: 0.9201
 470/1208 [==========>...................] - ETA: 1:29:40 - loss: 0.2291 - accuracy: 0.9200
 471/1208 [==========>...................] - ETA: 1:29:30 - loss: 0.2291 - accuracy: 0.9201
 472/1208 [==========>...................] - ETA: 1:29:22 - loss: 0.2290 - accuracy: 0.9201
 473/1208 [==========>...................] - ETA: 1:29:14 - loss: 0.2292 - accuracy: 0.9201
 474/1208 [==========>...................] - ETA: 1:29:07 - loss: 0.2292 - accuracy: 0.9201
 475/1208 [==========>...................] - ETA: 1:28:59 - loss: 0.2297 - accuracy: 0.9198
 476/1208 [==========>...................] - ETA: 1:28:52 - loss: 0.2297 - accuracy: 0.9197
 477/1208 [==========>...................] - ETA: 1:28:43 - loss: 0.2298 - accuracy: 0.9197
 478/1208 [==========>...................] - ETA: 1:28:35 - loss: 0.2296 - accuracy: 0.9198
 479/1208 [==========>...................] - ETA: 1:28:26 - loss: 0.2296 - accuracy: 0.9198
 480/1208 [==========>...................] - ETA: 1:28:18 - loss: 0.2295 - accuracy: 0.9198
 481/1208 [==========>...................] - ETA: 1:28:11 - loss: 0.2296 - accuracy: 0.9198
 482/1208 [==========>...................] - ETA: 1:28:02 - loss: 0.2296 - accuracy: 0.9197
 483/1208 [==========>...................] - ETA: 1:27:54 - loss: 0.2296 - accuracy: 0.9197
 484/1208 [===========>..................] - ETA: 1:27:46 - loss: 0.2295 - accuracy: 0.9197
 485/1208 [===========>..................] - ETA: 1:27:38 - loss: 0.2295 - accuracy: 0.9197
 486/1208 [===========>..................] - ETA: 1:27:30 - loss: 0.2293 - accuracy: 0.9198
 487/1208 [===========>..................] - ETA: 1:27:22 - loss: 0.2292 - accuracy: 0.9199
 488/1208 [===========>..................] - ETA: 1:27:14 - loss: 0.2292 - accuracy: 0.9199
 489/1208 [===========>..................] - ETA: 1:27:06 - loss: 0.2291 - accuracy: 0.9200
 490/1208 [===========>..................] - ETA: 1:26:58 - loss: 0.2293 - accuracy: 0.9199
 491/1208 [===========>..................] - ETA: 1:26:50 - loss: 0.2298 - accuracy: 0.9198
 492/1208 [===========>..................] - ETA: 1:26:42 - loss: 0.2298 - accuracy: 0.9197
 493/1208 [===========>..................] - ETA: 1:26:34 - loss: 0.2296 - accuracy: 0.9198
 494/1208 [===========>..................] - ETA: 1:26:26 - loss: 0.2296 - accuracy: 0.9199
 495/1208 [===========>..................] - ETA: 1:26:18 - loss: 0.2294 - accuracy: 0.9199
 496/1208 [===========>..................] - ETA: 1:26:10 - loss: 0.2294 - accuracy: 0.9200
 497/1208 [===========>..................] - ETA: 1:26:02 - loss: 0.2295 - accuracy: 0.9199
 498/1208 [===========>..................] - ETA: 1:25:55 - loss: 0.2294 - accuracy: 0.9199
 499/1208 [===========>..................] - ETA: 1:25:47 - loss: 0.2297 - accuracy: 0.9199
 500/1208 [===========>..................] - ETA: 1:25:41 - loss: 0.2296 - accuracy: 0.9199
 501/1208 [===========>..................] - ETA: 1:25:34 - loss: 0.2294 - accuracy: 0.9200
 502/1208 [===========>..................] - ETA: 1:25:27 - loss: 0.2294 - accuracy: 0.9200
 503/1208 [===========>..................] - ETA: 1:25:20 - loss: 0.2295 - accuracy: 0.9200
 504/1208 [===========>..................] - ETA: 1:25:14 - loss: 0.2296 - accuracy: 0.9199
 505/1208 [===========>..................] - ETA: 1:25:07 - loss: 0.2297 - accuracy: 0.9199
 506/1208 [===========>..................] - ETA: 1:25:01 - loss: 0.2296 - accuracy: 0.9200
 507/1208 [===========>..................] - ETA: 1:24:54 - loss: 0.2294 - accuracy: 0.9201
 508/1208 [===========>..................] - ETA: 1:24:47 - loss: 0.2298 - accuracy: 0.9199
 509/1208 [===========>..................] - ETA: 1:24:40 - loss: 0.2298 - accuracy: 0.9199
 510/1208 [===========>..................] - ETA: 1:24:34 - loss: 0.2298 - accuracy: 0.9199
 511/1208 [===========>..................] - ETA: 1:24:27 - loss: 0.2300 - accuracy: 0.9199
 512/1208 [===========>..................] - ETA: 1:24:20 - loss: 0.2301 - accuracy: 0.9199
 513/1208 [===========>..................] - ETA: 1:24:13 - loss: 0.2299 - accuracy: 0.9199
 514/1208 [===========>..................] - ETA: 1:24:07 - loss: 0.2299 - accuracy: 0.9199
 515/1208 [===========>..................] - ETA: 1:24:01 - loss: 0.2299 - accuracy: 0.9199
 516/1208 [===========>..................] - ETA: 1:23:54 - loss: 0.2298 - accuracy: 0.9200
 517/1208 [===========>..................] - ETA: 1:23:47 - loss: 0.2298 - accuracy: 0.9199
 518/1208 [===========>..................] - ETA: 1:23:41 - loss: 0.2299 - accuracy: 0.9199
 519/1208 [===========>..................] - ETA: 1:23:34 - loss: 0.2299 - accuracy: 0.9200
 520/1208 [===========>..................] - ETA: 1:23:27 - loss: 0.2298 - accuracy: 0.9200
 521/1208 [===========>..................] - ETA: 1:23:20 - loss: 0.2297 - accuracy: 0.9200
 522/1208 [===========>..................] - ETA: 1:23:13 - loss: 0.2296 - accuracy: 0.9201
 523/1208 [===========>..................] - ETA: 1:23:05 - loss: 0.2295 - accuracy: 0.9201
 524/1208 [============>.................] - ETA: 1:22:57 - loss: 0.2293 - accuracy: 0.9202
 525/1208 [============>.................] - ETA: 1:22:50 - loss: 0.2293 - accuracy: 0.9202
 526/1208 [============>.................] - ETA: 1:22:43 - loss: 0.2294 - accuracy: 0.9202
 527/1208 [============>.................] - ETA: 1:22:36 - loss: 0.2292 - accuracy: 0.9203
 528/1208 [============>.................] - ETA: 1:22:28 - loss: 0.2292 - accuracy: 0.9203
 529/1208 [============>.................] - ETA: 1:22:21 - loss: 0.2293 - accuracy: 0.9203
 530/1208 [============>.................] - ETA: 1:22:15 - loss: 0.2294 - accuracy: 0.9202
 531/1208 [============>.................] - ETA: 1:22:07 - loss: 0.2294 - accuracy: 0.9202
 532/1208 [============>.................] - ETA: 1:22:00 - loss: 0.2298 - accuracy: 0.9201
 533/1208 [============>.................] - ETA: 1:21:53 - loss: 0.2298 - accuracy: 0.9201
 534/1208 [============>.................] - ETA: 1:21:47 - loss: 0.2298 - accuracy: 0.9201
 535/1208 [============>.................] - ETA: 1:21:40 - loss: 0.2296 - accuracy: 0.9202
 536/1208 [============>.................] - ETA: 1:21:33 - loss: 0.2297 - accuracy: 0.9202
 537/1208 [============>.................] - ETA: 1:21:27 - loss: 0.2297 - accuracy: 0.9202
 538/1208 [============>.................] - ETA: 1:21:20 - loss: 0.2297 - accuracy: 0.9202
 539/1208 [============>.................] - ETA: 1:21:13 - loss: 0.2295 - accuracy: 0.9203
 540/1208 [============>.................] - ETA: 1:21:07 - loss: 0.2297 - accuracy: 0.9203
 541/1208 [============>.................] - ETA: 1:21:01 - loss: 0.2298 - accuracy: 0.9202
 542/1208 [============>.................] - ETA: 1:20:54 - loss: 0.2300 - accuracy: 0.9201
 543/1208 [============>.................] - ETA: 1:20:47 - loss: 0.2298 - accuracy: 0.9201
 544/1208 [============>.................] - ETA: 1:20:41 - loss: 0.2297 - accuracy: 0.9202
 545/1208 [============>.................] - ETA: 1:20:34 - loss: 0.2297 - accuracy: 0.9202
 546/1208 [============>.................] - ETA: 1:20:27 - loss: 0.2298 - accuracy: 0.9201
 547/1208 [============>.................] - ETA: 1:20:20 - loss: 0.2297 - accuracy: 0.9201
 548/1208 [============>.................] - ETA: 1:20:13 - loss: 0.2295 - accuracy: 0.9202
 549/1208 [============>.................] - ETA: 1:20:07 - loss: 0.2294 - accuracy: 0.9203
 550/1208 [============>.................] - ETA: 1:20:00 - loss: 0.2294 - accuracy: 0.9203
 551/1208 [============>.................] - ETA: 1:19:53 - loss: 0.2294 - accuracy: 0.9203
 552/1208 [============>.................] - ETA: 1:19:47 - loss: 0.2294 - accuracy: 0.9203
 553/1208 [============>.................] - ETA: 1:19:40 - loss: 0.2294 - accuracy: 0.9203
 554/1208 [============>.................] - ETA: 1:19:33 - loss: 0.2296 - accuracy: 0.9203
 555/1208 [============>.................] - ETA: 1:19:25 - loss: 0.2295 - accuracy: 0.9203
 556/1208 [============>.................] - ETA: 1:19:18 - loss: 0.2295 - accuracy: 0.9203
 557/1208 [============>.................] - ETA: 1:19:12 - loss: 0.2294 - accuracy: 0.9204
 558/1208 [============>.................] - ETA: 1:19:05 - loss: 0.2296 - accuracy: 0.9203
 559/1208 [============>.................] - ETA: 1:18:57 - loss: 0.2294 - accuracy: 0.9204
 560/1208 [============>.................] - ETA: 1:18:50 - loss: 0.2293 - accuracy: 0.9204
 561/1208 [============>.................] - ETA: 1:18:43 - loss: 0.2293 - accuracy: 0.9204
 562/1208 [============>.................] - ETA: 1:18:36 - loss: 0.2294 - accuracy: 0.9204
 563/1208 [============>.................] - ETA: 1:18:29 - loss: 0.2292 - accuracy: 0.9205
 564/1208 [=============>................] - ETA: 1:18:21 - loss: 0.2292 - accuracy: 0.9205
 565/1208 [=============>................] - ETA: 1:18:14 - loss: 0.2292 - accuracy: 0.9205
 566/1208 [=============>................] - ETA: 1:18:06 - loss: 0.2290 - accuracy: 0.9206
 567/1208 [=============>................] - ETA: 1:17:59 - loss: 0.2290 - accuracy: 0.9206
 568/1208 [=============>................] - ETA: 1:17:52 - loss: 0.2291 - accuracy: 0.9206
 569/1208 [=============>................] - ETA: 1:17:44 - loss: 0.2291 - accuracy: 0.9206
 570/1208 [=============>................] - ETA: 1:17:37 - loss: 0.2292 - accuracy: 0.9205
 571/1208 [=============>................] - ETA: 1:17:31 - loss: 0.2294 - accuracy: 0.9205
 572/1208 [=============>................] - ETA: 1:17:24 - loss: 0.2297 - accuracy: 0.9203
 573/1208 [=============>................] - ETA: 1:17:17 - loss: 0.2298 - accuracy: 0.9202
 574/1208 [=============>................] - ETA: 1:17:09 - loss: 0.2296 - accuracy: 0.9203
 575/1208 [=============>................] - ETA: 1:17:03 - loss: 0.2296 - accuracy: 0.9203
 576/1208 [=============>................] - ETA: 1:16:56 - loss: 0.2295 - accuracy: 0.9204
 577/1208 [=============>................] - ETA: 1:16:49 - loss: 0.2293 - accuracy: 0.9204
 578/1208 [=============>................] - ETA: 1:16:43 - loss: 0.2292 - accuracy: 0.9205
 579/1208 [=============>................] - ETA: 1:16:36 - loss: 0.2292 - accuracy: 0.9205
 580/1208 [=============>................] - ETA: 1:16:30 - loss: 0.2291 - accuracy: 0.9206
 581/1208 [=============>................] - ETA: 1:16:23 - loss: 0.2290 - accuracy: 0.9207
 582/1208 [=============>................] - ETA: 1:16:16 - loss: 0.2288 - accuracy: 0.9207
 583/1208 [=============>................] - ETA: 1:16:09 - loss: 0.2288 - accuracy: 0.9208
 584/1208 [=============>................] - ETA: 1:16:02 - loss: 0.2287 - accuracy: 0.9208
 585/1208 [=============>................] - ETA: 1:15:56 - loss: 0.2287 - accuracy: 0.9208
 586/1208 [=============>................] - ETA: 1:15:48 - loss: 0.2286 - accuracy: 0.9207
 587/1208 [=============>................] - ETA: 1:15:40 - loss: 0.2287 - accuracy: 0.9208
 588/1208 [=============>................] - ETA: 1:15:32 - loss: 0.2287 - accuracy: 0.9208
 589/1208 [=============>................] - ETA: 1:15:25 - loss: 0.2288 - accuracy: 0.9208
 590/1208 [=============>................] - ETA: 1:15:17 - loss: 0.2288 - accuracy: 0.9208
 591/1208 [=============>................] - ETA: 1:15:09 - loss: 0.2288 - accuracy: 0.9208
 592/1208 [=============>................] - ETA: 1:15:01 - loss: 0.2289 - accuracy: 0.9208
 593/1208 [=============>................] - ETA: 1:14:53 - loss: 0.2291 - accuracy: 0.9208
 594/1208 [=============>................] - ETA: 1:14:45 - loss: 0.2292 - accuracy: 0.9208
 595/1208 [=============>................] - ETA: 1:14:37 - loss: 0.2293 - accuracy: 0.9208
 596/1208 [=============>................] - ETA: 1:14:29 - loss: 0.2292 - accuracy: 0.9209
 597/1208 [=============>................] - ETA: 1:14:21 - loss: 0.2290 - accuracy: 0.9209
 598/1208 [=============>................] - ETA: 1:14:13 - loss: 0.2290 - accuracy: 0.9209
 599/1208 [=============>................] - ETA: 1:14:05 - loss: 0.2289 - accuracy: 0.9209
 600/1208 [=============>................] - ETA: 1:13:57 - loss: 0.2287 - accuracy: 0.9210
 601/1208 [=============>................] - ETA: 1:13:49 - loss: 0.2287 - accuracy: 0.9210
 602/1208 [=============>................] - ETA: 1:13:41 - loss: 0.2289 - accuracy: 0.9209
 603/1208 [=============>................] - ETA: 1:13:33 - loss: 0.2291 - accuracy: 0.9208
 604/1208 [==============>...............] - ETA: 1:13:26 - loss: 0.2295 - accuracy: 0.9206
 605/1208 [==============>...............] - ETA: 1:13:18 - loss: 0.2293 - accuracy: 0.9207
 606/1208 [==============>...............] - ETA: 1:13:10 - loss: 0.2295 - accuracy: 0.9206
 607/1208 [==============>...............] - ETA: 1:13:03 - loss: 0.2295 - accuracy: 0.9206
 608/1208 [==============>...............] - ETA: 1:12:55 - loss: 0.2294 - accuracy: 0.9205
 609/1208 [==============>...............] - ETA: 1:12:48 - loss: 0.2295 - accuracy: 0.9206
 610/1208 [==============>...............] - ETA: 1:12:40 - loss: 0.2295 - accuracy: 0.9205
 611/1208 [==============>...............] - ETA: 1:12:32 - loss: 0.2297 - accuracy: 0.9204
 612/1208 [==============>...............] - ETA: 1:12:25 - loss: 0.2299 - accuracy: 0.9204
 613/1208 [==============>...............] - ETA: 1:12:17 - loss: 0.2299 - accuracy: 0.9203
 614/1208 [==============>...............] - ETA: 1:12:10 - loss: 0.2299 - accuracy: 0.9203
 615/1208 [==============>...............] - ETA: 1:12:02 - loss: 0.2299 - accuracy: 0.9203
 616/1208 [==============>...............] - ETA: 1:11:55 - loss: 0.2299 - accuracy: 0.9203
 617/1208 [==============>...............] - ETA: 1:11:47 - loss: 0.2299 - accuracy: 0.9204
 618/1208 [==============>...............] - ETA: 1:11:39 - loss: 0.2297 - accuracy: 0.9204
 619/1208 [==============>...............] - ETA: 1:11:32 - loss: 0.2299 - accuracy: 0.9204
 620/1208 [==============>...............] - ETA: 1:11:24 - loss: 0.2299 - accuracy: 0.9204
 621/1208 [==============>...............] - ETA: 1:11:18 - loss: 0.2297 - accuracy: 0.9204
 622/1208 [==============>...............] - ETA: 1:11:11 - loss: 0.2298 - accuracy: 0.9205
 623/1208 [==============>...............] - ETA: 1:11:04 - loss: 0.2297 - accuracy: 0.9205
 624/1208 [==============>...............] - ETA: 1:10:57 - loss: 0.2295 - accuracy: 0.9206
 625/1208 [==============>...............] - ETA: 1:10:50 - loss: 0.2294 - accuracy: 0.9207
 626/1208 [==============>...............] - ETA: 1:10:43 - loss: 0.2294 - accuracy: 0.9207
 627/1208 [==============>...............] - ETA: 1:10:36 - loss: 0.2292 - accuracy: 0.9207
 628/1208 [==============>...............] - ETA: 1:10:29 - loss: 0.2293 - accuracy: 0.9207
 629/1208 [==============>...............] - ETA: 1:10:21 - loss: 0.2292 - accuracy: 0.9207
 630/1208 [==============>...............] - ETA: 1:10:14 - loss: 0.2293 - accuracy: 0.9207
 631/1208 [==============>...............] - ETA: 1:10:07 - loss: 0.2292 - accuracy: 0.9208
 632/1208 [==============>...............] - ETA: 1:09:59 - loss: 0.2291 - accuracy: 0.9208
 633/1208 [==============>...............] - ETA: 1:09:52 - loss: 0.2294 - accuracy: 0.9207
 634/1208 [==============>...............] - ETA: 1:09:45 - loss: 0.2297 - accuracy: 0.9205
 635/1208 [==============>...............] - ETA: 1:09:38 - loss: 0.2295 - accuracy: 0.9206
 636/1208 [==============>...............] - ETA: 1:09:31 - loss: 0.2295 - accuracy: 0.9205
 637/1208 [==============>...............] - ETA: 1:09:23 - loss: 0.2297 - accuracy: 0.9205
 638/1208 [==============>...............] - ETA: 1:09:16 - loss: 0.2296 - accuracy: 0.9205
 639/1208 [==============>...............] - ETA: 1:09:09 - loss: 0.2297 - accuracy: 0.9204
 640/1208 [==============>...............] - ETA: 1:09:02 - loss: 0.2297 - accuracy: 0.9204
 641/1208 [==============>...............] - ETA: 1:08:54 - loss: 0.2296 - accuracy: 0.9204
 642/1208 [==============>...............] - ETA: 1:08:47 - loss: 0.2298 - accuracy: 0.9203
 643/1208 [==============>...............] - ETA: 1:08:40 - loss: 0.2297 - accuracy: 0.9203
 644/1208 [==============>...............] - ETA: 1:08:32 - loss: 0.2298 - accuracy: 0.9202
 645/1208 [===============>..............] - ETA: 1:08:25 - loss: 0.2298 - accuracy: 0.9203
 646/1208 [===============>..............] - ETA: 1:08:18 - loss: 0.2298 - accuracy: 0.9203
 647/1208 [===============>..............] - ETA: 1:08:11 - loss: 0.2298 - accuracy: 0.9203
 648/1208 [===============>..............] - ETA: 1:08:04 - loss: 0.2297 - accuracy: 0.9203
 649/1208 [===============>..............] - ETA: 1:07:57 - loss: 0.2297 - accuracy: 0.9202
 650/1208 [===============>..............] - ETA: 1:07:50 - loss: 0.2297 - accuracy: 0.9202
 651/1208 [===============>..............] - ETA: 1:07:43 - loss: 0.2296 - accuracy: 0.9202
 652/1208 [===============>..............] - ETA: 1:07:36 - loss: 0.2297 - accuracy: 0.9202
 653/1208 [===============>..............] - ETA: 1:07:30 - loss: 0.2296 - accuracy: 0.9202
 654/1208 [===============>..............] - ETA: 1:07:23 - loss: 0.2297 - accuracy: 0.9203
 655/1208 [===============>..............] - ETA: 1:07:16 - loss: 0.2297 - accuracy: 0.9203
 656/1208 [===============>..............] - ETA: 1:07:09 - loss: 0.2298 - accuracy: 0.9202
 657/1208 [===============>..............] - ETA: 1:07:02 - loss: 0.2300 - accuracy: 0.9202
 658/1208 [===============>..............] - ETA: 1:06:55 - loss: 0.2299 - accuracy: 0.9203
 659/1208 [===============>..............] - ETA: 1:06:48 - loss: 0.2299 - accuracy: 0.9202
 660/1208 [===============>..............] - ETA: 1:06:41 - loss: 0.2299 - accuracy: 0.9202
 661/1208 [===============>..............] - ETA: 1:06:34 - loss: 0.2301 - accuracy: 0.9202
 662/1208 [===============>..............] - ETA: 1:06:27 - loss: 0.2301 - accuracy: 0.9202
 663/1208 [===============>..............] - ETA: 1:06:20 - loss: 0.2302 - accuracy: 0.9202
 664/1208 [===============>..............] - ETA: 1:06:13 - loss: 0.2303 - accuracy: 0.9202
 665/1208 [===============>..............] - ETA: 1:06:06 - loss: 0.2301 - accuracy: 0.9203
 666/1208 [===============>..............] - ETA: 1:05:59 - loss: 0.2302 - accuracy: 0.9202
 667/1208 [===============>..............] - ETA: 1:05:52 - loss: 0.2302 - accuracy: 0.9202
 668/1208 [===============>..............] - ETA: 1:05:45 - loss: 0.2301 - accuracy: 0.9202
 669/1208 [===============>..............] - ETA: 1:05:38 - loss: 0.2300 - accuracy: 0.9202
 670/1208 [===============>..............] - ETA: 1:05:31 - loss: 0.2298 - accuracy: 0.9203
 671/1208 [===============>..............] - ETA: 1:05:23 - loss: 0.2299 - accuracy: 0.9203
 672/1208 [===============>..............] - ETA: 1:05:16 - loss: 0.2299 - accuracy: 0.9203
 673/1208 [===============>..............] - ETA: 1:05:08 - loss: 0.2299 - accuracy: 0.9203
 674/1208 [===============>..............] - ETA: 1:05:01 - loss: 0.2300 - accuracy: 0.9203
 675/1208 [===============>..............] - ETA: 1:04:54 - loss: 0.2301 - accuracy: 0.9202
 676/1208 [===============>..............] - ETA: 1:04:47 - loss: 0.2301 - accuracy: 0.9202
 677/1208 [===============>..............] - ETA: 1:04:40 - loss: 0.2301 - accuracy: 0.9201
 678/1208 [===============>..............] - ETA: 1:04:33 - loss: 0.2301 - accuracy: 0.9202
 679/1208 [===============>..............] - ETA: 1:04:25 - loss: 0.2302 - accuracy: 0.9201
 680/1208 [===============>..............] - ETA: 1:04:18 - loss: 0.2303 - accuracy: 0.9200
 681/1208 [===============>..............] - ETA: 1:04:11 - loss: 0.2303 - accuracy: 0.9200
 682/1208 [===============>..............] - ETA: 1:04:04 - loss: 0.2305 - accuracy: 0.9199
 683/1208 [===============>..............] - ETA: 1:03:56 - loss: 0.2306 - accuracy: 0.9199
 684/1208 [===============>..............] - ETA: 1:03:49 - loss: 0.2305 - accuracy: 0.9199
 685/1208 [================>.............] - ETA: 1:03:42 - loss: 0.2305 - accuracy: 0.9199
 686/1208 [================>.............] - ETA: 1:03:35 - loss: 0.2308 - accuracy: 0.9198
 687/1208 [================>.............] - ETA: 1:03:28 - loss: 0.2307 - accuracy: 0.9199
 688/1208 [================>.............] - ETA: 1:03:21 - loss: 0.2308 - accuracy: 0.9198
 689/1208 [================>.............] - ETA: 1:03:14 - loss: 0.2307 - accuracy: 0.9198
 690/1208 [================>.............] - ETA: 1:03:07 - loss: 0.2306 - accuracy: 0.9199
 691/1208 [================>.............] - ETA: 1:03:00 - loss: 0.2307 - accuracy: 0.9198
 692/1208 [================>.............] - ETA: 1:02:53 - loss: 0.2307 - accuracy: 0.9198
 693/1208 [================>.............] - ETA: 1:02:46 - loss: 0.2308 - accuracy: 0.9198
 694/1208 [================>.............] - ETA: 1:02:38 - loss: 0.2308 - accuracy: 0.9199
 695/1208 [================>.............] - ETA: 1:02:31 - loss: 0.2307 - accuracy: 0.9199
 696/1208 [================>.............] - ETA: 1:02:25 - loss: 0.2308 - accuracy: 0.9199
 697/1208 [================>.............] - ETA: 1:02:18 - loss: 0.2308 - accuracy: 0.9198
 698/1208 [================>.............] - ETA: 1:02:11 - loss: 0.2309 - accuracy: 0.9198
 699/1208 [================>.............] - ETA: 1:02:04 - loss: 0.2311 - accuracy: 0.9196
 700/1208 [================>.............] - ETA: 1:01:57 - loss: 0.2311 - accuracy: 0.9196
 701/1208 [================>.............] - ETA: 1:01:50 - loss: 0.2311 - accuracy: 0.9196
 702/1208 [================>.............] - ETA: 1:01:42 - loss: 0.2311 - accuracy: 0.9196
 703/1208 [================>.............] - ETA: 1:01:35 - loss: 0.2310 - accuracy: 0.9196
 704/1208 [================>.............] - ETA: 1:01:27 - loss: 0.2309 - accuracy: 0.9196
 705/1208 [================>.............] - ETA: 1:01:19 - loss: 0.2309 - accuracy: 0.9196
 706/1208 [================>.............] - ETA: 1:01:12 - loss: 0.2309 - accuracy: 0.9196
 707/1208 [================>.............] - ETA: 1:01:04 - loss: 0.2310 - accuracy: 0.9196
 708/1208 [================>.............] - ETA: 1:00:56 - loss: 0.2311 - accuracy: 0.9195
 709/1208 [================>.............] - ETA: 1:00:49 - loss: 0.2311 - accuracy: 0.9194
 710/1208 [================>.............] - ETA: 1:00:41 - loss: 0.2311 - accuracy: 0.9195
 711/1208 [================>.............] - ETA: 1:00:33 - loss: 0.2311 - accuracy: 0.9194
 712/1208 [================>.............] - ETA: 1:00:26 - loss: 0.2312 - accuracy: 0.9194
 713/1208 [================>.............] - ETA: 1:00:18 - loss: 0.2313 - accuracy: 0.9193
 714/1208 [================>.............] - ETA: 1:00:10 - loss: 0.2312 - accuracy: 0.9194
 715/1208 [================>.............] - ETA: 1:00:03 - loss: 0.2312 - accuracy: 0.9194
 716/1208 [================>.............] - ETA: 59:55 - loss: 0.2312 - accuracy: 0.9194  
 717/1208 [================>.............] - ETA: 59:47 - loss: 0.2311 - accuracy: 0.9194
 718/1208 [================>.............] - ETA: 59:40 - loss: 0.2311 - accuracy: 0.9194
 719/1208 [================>.............] - ETA: 59:32 - loss: 0.2311 - accuracy: 0.9194
 720/1208 [================>.............] - ETA: 59:25 - loss: 0.2312 - accuracy: 0.9194
 721/1208 [================>.............] - ETA: 59:17 - loss: 0.2310 - accuracy: 0.9195
 722/1208 [================>.............] - ETA: 59:10 - loss: 0.2310 - accuracy: 0.9195
 723/1208 [================>.............] - ETA: 59:02 - loss: 0.2309 - accuracy: 0.9196
 724/1208 [================>.............] - ETA: 58:55 - loss: 0.2311 - accuracy: 0.9195
 725/1208 [=================>............] - ETA: 58:47 - loss: 0.2311 - accuracy: 0.9195
 726/1208 [=================>............] - ETA: 58:40 - loss: 0.2309 - accuracy: 0.9195
 727/1208 [=================>............] - ETA: 58:32 - loss: 0.2308 - accuracy: 0.9196
 728/1208 [=================>............] - ETA: 58:24 - loss: 0.2307 - accuracy: 0.9196
 729/1208 [=================>............] - ETA: 58:17 - loss: 0.2307 - accuracy: 0.9196
 730/1208 [=================>............] - ETA: 58:10 - loss: 0.2306 - accuracy: 0.9196
 731/1208 [=================>............] - ETA: 58:02 - loss: 0.2305 - accuracy: 0.9197
 732/1208 [=================>............] - ETA: 57:54 - loss: 0.2305 - accuracy: 0.9197
 733/1208 [=================>............] - ETA: 57:46 - loss: 0.2306 - accuracy: 0.9197
 734/1208 [=================>............] - ETA: 57:39 - loss: 0.2305 - accuracy: 0.9197
 735/1208 [=================>............] - ETA: 57:32 - loss: 0.2304 - accuracy: 0.9197
 736/1208 [=================>............] - ETA: 57:24 - loss: 0.2303 - accuracy: 0.9197
 737/1208 [=================>............] - ETA: 57:17 - loss: 0.2303 - accuracy: 0.9197
 738/1208 [=================>............] - ETA: 57:10 - loss: 0.2302 - accuracy: 0.9197
 739/1208 [=================>............] - ETA: 57:03 - loss: 0.2304 - accuracy: 0.9197
 740/1208 [=================>............] - ETA: 56:56 - loss: 0.2304 - accuracy: 0.9197
 741/1208 [=================>............] - ETA: 56:49 - loss: 0.2304 - accuracy: 0.9196
 742/1208 [=================>............] - ETA: 56:42 - loss: 0.2304 - accuracy: 0.9196
 743/1208 [=================>............] - ETA: 56:35 - loss: 0.2304 - accuracy: 0.9196
 744/1208 [=================>............] - ETA: 56:27 - loss: 0.2302 - accuracy: 0.9196
 745/1208 [=================>............] - ETA: 56:20 - loss: 0.2302 - accuracy: 0.9196
 746/1208 [=================>............] - ETA: 56:13 - loss: 0.2304 - accuracy: 0.9195
 747/1208 [=================>............] - ETA: 56:05 - loss: 0.2305 - accuracy: 0.9195
 748/1208 [=================>............] - ETA: 55:58 - loss: 0.2306 - accuracy: 0.9194
 749/1208 [=================>............] - ETA: 55:50 - loss: 0.2305 - accuracy: 0.9195
 750/1208 [=================>............] - ETA: 55:43 - loss: 0.2304 - accuracy: 0.9195
 751/1208 [=================>............] - ETA: 55:36 - loss: 0.2305 - accuracy: 0.9194
 752/1208 [=================>............] - ETA: 55:29 - loss: 0.2306 - accuracy: 0.9194
 753/1208 [=================>............] - ETA: 55:21 - loss: 0.2305 - accuracy: 0.9194
 754/1208 [=================>............] - ETA: 55:14 - loss: 0.2305 - accuracy: 0.9195
 755/1208 [=================>............] - ETA: 55:07 - loss: 0.2305 - accuracy: 0.9195
 756/1208 [=================>............] - ETA: 55:00 - loss: 0.2306 - accuracy: 0.9195
 757/1208 [=================>............] - ETA: 54:53 - loss: 0.2305 - accuracy: 0.9195
 758/1208 [=================>............] - ETA: 54:45 - loss: 0.2304 - accuracy: 0.9195
 759/1208 [=================>............] - ETA: 54:38 - loss: 0.2305 - accuracy: 0.9195
 760/1208 [=================>............] - ETA: 54:31 - loss: 0.2304 - accuracy: 0.9195
 761/1208 [=================>............] - ETA: 54:24 - loss: 0.2305 - accuracy: 0.9195
 762/1208 [=================>............] - ETA: 54:17 - loss: 0.2304 - accuracy: 0.9195
 763/1208 [=================>............] - ETA: 54:10 - loss: 0.2304 - accuracy: 0.9196
 764/1208 [=================>............] - ETA: 54:03 - loss: 0.2306 - accuracy: 0.9194
 765/1208 [=================>............] - ETA: 53:55 - loss: 0.2305 - accuracy: 0.9194
 766/1208 [==================>...........] - ETA: 53:48 - loss: 0.2305 - accuracy: 0.9194
 767/1208 [==================>...........] - ETA: 53:41 - loss: 0.2304 - accuracy: 0.9195
 768/1208 [==================>...........] - ETA: 53:34 - loss: 0.2304 - accuracy: 0.9194
 769/1208 [==================>...........] - ETA: 53:27 - loss: 0.2304 - accuracy: 0.9194
 770/1208 [==================>...........] - ETA: 53:20 - loss: 0.2304 - accuracy: 0.9194
 771/1208 [==================>...........] - ETA: 53:13 - loss: 0.2304 - accuracy: 0.9194
 772/1208 [==================>...........] - ETA: 53:05 - loss: 0.2304 - accuracy: 0.9194
 773/1208 [==================>...........] - ETA: 52:59 - loss: 0.2303 - accuracy: 0.9194
 774/1208 [==================>...........] - ETA: 52:52 - loss: 0.2303 - accuracy: 0.9194
 775/1208 [==================>...........] - ETA: 52:44 - loss: 0.2302 - accuracy: 0.9195
 776/1208 [==================>...........] - ETA: 52:37 - loss: 0.2305 - accuracy: 0.9194
 777/1208 [==================>...........] - ETA: 52:30 - loss: 0.2304 - accuracy: 0.9194
 778/1208 [==================>...........] - ETA: 52:23 - loss: 0.2304 - accuracy: 0.9194
 779/1208 [==================>...........] - ETA: 52:16 - loss: 0.2305 - accuracy: 0.9193
 780/1208 [==================>...........] - ETA: 52:08 - loss: 0.2306 - accuracy: 0.9193
 781/1208 [==================>...........] - ETA: 52:01 - loss: 0.2306 - accuracy: 0.9193
 782/1208 [==================>...........] - ETA: 51:54 - loss: 0.2306 - accuracy: 0.9193
 783/1208 [==================>...........] - ETA: 51:47 - loss: 0.2307 - accuracy: 0.9192
 784/1208 [==================>...........] - ETA: 51:40 - loss: 0.2309 - accuracy: 0.9192
 785/1208 [==================>...........] - ETA: 51:32 - loss: 0.2308 - accuracy: 0.9193
 786/1208 [==================>...........] - ETA: 51:25 - loss: 0.2307 - accuracy: 0.9193
 787/1208 [==================>...........] - ETA: 51:18 - loss: 0.2306 - accuracy: 0.9194
 788/1208 [==================>...........] - ETA: 51:11 - loss: 0.2307 - accuracy: 0.9193
 789/1208 [==================>...........] - ETA: 51:03 - loss: 0.2310 - accuracy: 0.9192
 790/1208 [==================>...........] - ETA: 50:56 - loss: 0.2311 - accuracy: 0.9192
 791/1208 [==================>...........] - ETA: 50:48 - loss: 0.2311 - accuracy: 0.9192
 792/1208 [==================>...........] - ETA: 50:41 - loss: 0.2310 - accuracy: 0.9192
 793/1208 [==================>...........] - ETA: 50:34 - loss: 0.2311 - accuracy: 0.9192
 794/1208 [==================>...........] - ETA: 50:27 - loss: 0.2312 - accuracy: 0.9191
 795/1208 [==================>...........] - ETA: 50:20 - loss: 0.2311 - accuracy: 0.9192
 796/1208 [==================>...........] - ETA: 50:13 - loss: 0.2312 - accuracy: 0.9191
 797/1208 [==================>...........] - ETA: 50:05 - loss: 0.2312 - accuracy: 0.9191
 798/1208 [==================>...........] - ETA: 49:58 - loss: 0.2312 - accuracy: 0.9191
 799/1208 [==================>...........] - ETA: 49:51 - loss: 0.2311 - accuracy: 0.9192
 800/1208 [==================>...........] - ETA: 49:43 - loss: 0.2310 - accuracy: 0.9192
 801/1208 [==================>...........] - ETA: 49:36 - loss: 0.2314 - accuracy: 0.9190
 802/1208 [==================>...........] - ETA: 49:28 - loss: 0.2314 - accuracy: 0.9189
 803/1208 [==================>...........] - ETA: 49:21 - loss: 0.2314 - accuracy: 0.9190
 804/1208 [==================>...........] - ETA: 49:14 - loss: 0.2313 - accuracy: 0.9190
 805/1208 [==================>...........] - ETA: 49:07 - loss: 0.2312 - accuracy: 0.9190
 806/1208 [===================>..........] - ETA: 49:00 - loss: 0.2313 - accuracy: 0.9190
 807/1208 [===================>..........] - ETA: 48:53 - loss: 0.2312 - accuracy: 0.9190
 808/1208 [===================>..........] - ETA: 48:46 - loss: 0.2312 - accuracy: 0.9190
 809/1208 [===================>..........] - ETA: 48:39 - loss: 0.2313 - accuracy: 0.9190
 810/1208 [===================>..........] - ETA: 48:32 - loss: 0.2313 - accuracy: 0.9190
 811/1208 [===================>..........] - ETA: 48:25 - loss: 0.2313 - accuracy: 0.9190
 812/1208 [===================>..........] - ETA: 48:18 - loss: 0.2314 - accuracy: 0.9190
 813/1208 [===================>..........] - ETA: 48:11 - loss: 0.2314 - accuracy: 0.9190
 814/1208 [===================>..........] - ETA: 48:04 - loss: 0.2314 - accuracy: 0.9189
 815/1208 [===================>..........] - ETA: 47:56 - loss: 0.2313 - accuracy: 0.9189
 816/1208 [===================>..........] - ETA: 47:49 - loss: 0.2313 - accuracy: 0.9189
 817/1208 [===================>..........] - ETA: 47:41 - loss: 0.2314 - accuracy: 0.9189
 818/1208 [===================>..........] - ETA: 47:34 - loss: 0.2314 - accuracy: 0.9189
 819/1208 [===================>..........] - ETA: 47:26 - loss: 0.2314 - accuracy: 0.9189
 820/1208 [===================>..........] - ETA: 47:19 - loss: 0.2313 - accuracy: 0.9189
 821/1208 [===================>..........] - ETA: 47:11 - loss: 0.2312 - accuracy: 0.9189
 822/1208 [===================>..........] - ETA: 47:04 - loss: 0.2313 - accuracy: 0.9189
 823/1208 [===================>..........] - ETA: 46:56 - loss: 0.2312 - accuracy: 0.9189
 824/1208 [===================>..........] - ETA: 46:49 - loss: 0.2312 - accuracy: 0.9188
 825/1208 [===================>..........] - ETA: 46:41 - loss: 0.2311 - accuracy: 0.9189
 826/1208 [===================>..........] - ETA: 46:33 - loss: 0.2310 - accuracy: 0.9189
 827/1208 [===================>..........] - ETA: 46:26 - loss: 0.2309 - accuracy: 0.9190
 828/1208 [===================>..........] - ETA: 46:18 - loss: 0.2311 - accuracy: 0.9189
 829/1208 [===================>..........] - ETA: 46:11 - loss: 0.2310 - accuracy: 0.9189
 830/1208 [===================>..........] - ETA: 46:03 - loss: 0.2312 - accuracy: 0.9188
 831/1208 [===================>..........] - ETA: 45:56 - loss: 0.2311 - accuracy: 0.9189
 832/1208 [===================>..........] - ETA: 45:48 - loss: 0.2312 - accuracy: 0.9189
 833/1208 [===================>..........] - ETA: 45:41 - loss: 0.2311 - accuracy: 0.9189
 834/1208 [===================>..........] - ETA: 45:33 - loss: 0.2311 - accuracy: 0.9189
 835/1208 [===================>..........] - ETA: 45:26 - loss: 0.2311 - accuracy: 0.9189
 836/1208 [===================>..........] - ETA: 45:18 - loss: 0.2311 - accuracy: 0.9189
 837/1208 [===================>..........] - ETA: 45:11 - loss: 0.2310 - accuracy: 0.9189
 838/1208 [===================>..........] - ETA: 45:03 - loss: 0.2310 - accuracy: 0.9189
 839/1208 [===================>..........] - ETA: 44:55 - loss: 0.2311 - accuracy: 0.9188
 840/1208 [===================>..........] - ETA: 44:48 - loss: 0.2310 - accuracy: 0.9189
 841/1208 [===================>..........] - ETA: 44:41 - loss: 0.2310 - accuracy: 0.9189
 842/1208 [===================>..........] - ETA: 44:33 - loss: 0.2310 - accuracy: 0.9189
 843/1208 [===================>..........] - ETA: 44:26 - loss: 0.2309 - accuracy: 0.9189
 844/1208 [===================>..........] - ETA: 44:18 - loss: 0.2309 - accuracy: 0.9188
 845/1208 [===================>..........] - ETA: 44:11 - loss: 0.2307 - accuracy: 0.9189
 846/1208 [====================>.........] - ETA: 44:04 - loss: 0.2308 - accuracy: 0.9189
 847/1208 [====================>.........] - ETA: 43:56 - loss: 0.2308 - accuracy: 0.9188
 848/1208 [====================>.........] - ETA: 43:49 - loss: 0.2309 - accuracy: 0.9188
 849/1208 [====================>.........] - ETA: 43:42 - loss: 0.2308 - accuracy: 0.9188
 850/1208 [====================>.........] - ETA: 43:34 - loss: 0.2308 - accuracy: 0.9188
 851/1208 [====================>.........] - ETA: 43:27 - loss: 0.2309 - accuracy: 0.9188
 852/1208 [====================>.........] - ETA: 43:20 - loss: 0.2310 - accuracy: 0.9188
 853/1208 [====================>.........] - ETA: 43:13 - loss: 0.2309 - accuracy: 0.9188
 854/1208 [====================>.........] - ETA: 43:06 - loss: 0.2310 - accuracy: 0.9188
 855/1208 [====================>.........] - ETA: 42:59 - loss: 0.2310 - accuracy: 0.9187
 856/1208 [====================>.........] - ETA: 42:52 - loss: 0.2310 - accuracy: 0.9188
 857/1208 [====================>.........] - ETA: 42:45 - loss: 0.2311 - accuracy: 0.9187
 858/1208 [====================>.........] - ETA: 42:37 - loss: 0.2311 - accuracy: 0.9186
 859/1208 [====================>.........] - ETA: 42:30 - loss: 0.2311 - accuracy: 0.9186
 860/1208 [====================>.........] - ETA: 42:23 - loss: 0.2311 - accuracy: 0.9186
 861/1208 [====================>.........] - ETA: 42:16 - loss: 0.2310 - accuracy: 0.9187
 862/1208 [====================>.........] - ETA: 42:09 - loss: 0.2311 - accuracy: 0.9186
 863/1208 [====================>.........] - ETA: 42:01 - loss: 0.2310 - accuracy: 0.9187
 864/1208 [====================>.........] - ETA: 41:54 - loss: 0.2311 - accuracy: 0.9187
 865/1208 [====================>.........] - ETA: 41:47 - loss: 0.2311 - accuracy: 0.9187
 866/1208 [====================>.........] - ETA: 41:40 - loss: 0.2310 - accuracy: 0.9187
 867/1208 [====================>.........] - ETA: 41:32 - loss: 0.2309 - accuracy: 0.9187
 868/1208 [====================>.........] - ETA: 41:25 - loss: 0.2308 - accuracy: 0.9188
 869/1208 [====================>.........] - ETA: 41:18 - loss: 0.2308 - accuracy: 0.9188
 870/1208 [====================>.........] - ETA: 41:11 - loss: 0.2310 - accuracy: 0.9187
 871/1208 [====================>.........] - ETA: 41:04 - loss: 0.2309 - accuracy: 0.9188
 872/1208 [====================>.........] - ETA: 40:56 - loss: 0.2309 - accuracy: 0.9188
 873/1208 [====================>.........] - ETA: 40:49 - loss: 0.2309 - accuracy: 0.9188
 874/1208 [====================>.........] - ETA: 40:42 - loss: 0.2309 - accuracy: 0.9188
 875/1208 [====================>.........] - ETA: 40:34 - loss: 0.2308 - accuracy: 0.9188
 876/1208 [====================>.........] - ETA: 40:27 - loss: 0.2307 - accuracy: 0.9189
 877/1208 [====================>.........] - ETA: 40:20 - loss: 0.2307 - accuracy: 0.9189
 878/1208 [====================>.........] - ETA: 40:13 - loss: 0.2308 - accuracy: 0.9188
 879/1208 [====================>.........] - ETA: 40:06 - loss: 0.2308 - accuracy: 0.9189
 880/1208 [====================>.........] - ETA: 39:59 - loss: 0.2306 - accuracy: 0.9189
 881/1208 [====================>.........] - ETA: 39:51 - loss: 0.2307 - accuracy: 0.9189
 882/1208 [====================>.........] - ETA: 39:44 - loss: 0.2307 - accuracy: 0.9189
 883/1208 [====================>.........] - ETA: 39:37 - loss: 0.2307 - accuracy: 0.9190
 884/1208 [====================>.........] - ETA: 39:30 - loss: 0.2306 - accuracy: 0.9190
 885/1208 [====================>.........] - ETA: 39:23 - loss: 0.2307 - accuracy: 0.9190
 886/1208 [=====================>........] - ETA: 39:16 - loss: 0.2306 - accuracy: 0.9190
 887/1208 [=====================>........] - ETA: 39:08 - loss: 0.2307 - accuracy: 0.9190
 888/1208 [=====================>........] - ETA: 39:01 - loss: 0.2306 - accuracy: 0.9190
 889/1208 [=====================>........] - ETA: 38:54 - loss: 0.2305 - accuracy: 0.9190
 890/1208 [=====================>........] - ETA: 38:47 - loss: 0.2305 - accuracy: 0.9191
 891/1208 [=====================>........] - ETA: 38:40 - loss: 0.2306 - accuracy: 0.9191
 892/1208 [=====================>........] - ETA: 38:32 - loss: 0.2306 - accuracy: 0.9191
 893/1208 [=====================>........] - ETA: 38:25 - loss: 0.2306 - accuracy: 0.9191
 894/1208 [=====================>........] - ETA: 38:18 - loss: 0.2308 - accuracy: 0.9190
 895/1208 [=====================>........] - ETA: 38:11 - loss: 0.2306 - accuracy: 0.9191
 896/1208 [=====================>........] - ETA: 38:03 - loss: 0.2307 - accuracy: 0.9190
 897/1208 [=====================>........] - ETA: 37:56 - loss: 0.2307 - accuracy: 0.9190
 898/1208 [=====================>........] - ETA: 37:49 - loss: 0.2306 - accuracy: 0.9191
 899/1208 [=====================>........] - ETA: 37:42 - loss: 0.2306 - accuracy: 0.9191
 900/1208 [=====================>........] - ETA: 37:34 - loss: 0.2305 - accuracy: 0.9192
 901/1208 [=====================>........] - ETA: 37:27 - loss: 0.2305 - accuracy: 0.9191
 902/1208 [=====================>........] - ETA: 37:20 - loss: 0.2305 - accuracy: 0.9191
 903/1208 [=====================>........] - ETA: 37:13 - loss: 0.2305 - accuracy: 0.9191
 904/1208 [=====================>........] - ETA: 37:06 - loss: 0.2305 - accuracy: 0.9191
 905/1208 [=====================>........] - ETA: 36:58 - loss: 0.2303 - accuracy: 0.9192
 906/1208 [=====================>........] - ETA: 36:51 - loss: 0.2302 - accuracy: 0.9192
 907/1208 [=====================>........] - ETA: 36:44 - loss: 0.2301 - accuracy: 0.9193
 908/1208 [=====================>........] - ETA: 36:37 - loss: 0.2301 - accuracy: 0.9192
 909/1208 [=====================>........] - ETA: 36:30 - loss: 0.2300 - accuracy: 0.9192
 910/1208 [=====================>........] - ETA: 36:22 - loss: 0.2301 - accuracy: 0.9192
 911/1208 [=====================>........] - ETA: 36:15 - loss: 0.2300 - accuracy: 0.9192
 912/1208 [=====================>........] - ETA: 36:08 - loss: 0.2301 - accuracy: 0.9192
 913/1208 [=====================>........] - ETA: 36:01 - loss: 0.2302 - accuracy: 0.9191
 914/1208 [=====================>........] - ETA: 35:53 - loss: 0.2302 - accuracy: 0.9191
 915/1208 [=====================>........] - ETA: 35:46 - loss: 0.2303 - accuracy: 0.9192
 916/1208 [=====================>........] - ETA: 35:39 - loss: 0.2304 - accuracy: 0.9191
 917/1208 [=====================>........] - ETA: 35:32 - loss: 0.2304 - accuracy: 0.9192
 918/1208 [=====================>........] - ETA: 35:25 - loss: 0.2303 - accuracy: 0.9192
 919/1208 [=====================>........] - ETA: 35:18 - loss: 0.2302 - accuracy: 0.9192
 920/1208 [=====================>........] - ETA: 35:10 - loss: 0.2300 - accuracy: 0.9193
 921/1208 [=====================>........] - ETA: 35:03 - loss: 0.2301 - accuracy: 0.9192
 922/1208 [=====================>........] - ETA: 34:56 - loss: 0.2300 - accuracy: 0.9192
 923/1208 [=====================>........] - ETA: 34:49 - loss: 0.2301 - accuracy: 0.9192
 924/1208 [=====================>........] - ETA: 34:42 - loss: 0.2301 - accuracy: 0.9191
 925/1208 [=====================>........] - ETA: 34:34 - loss: 0.2300 - accuracy: 0.9191
 926/1208 [=====================>........] - ETA: 34:27 - loss: 0.2301 - accuracy: 0.9191
 927/1208 [======================>.......] - ETA: 34:20 - loss: 0.2300 - accuracy: 0.9192
 928/1208 [======================>.......] - ETA: 34:13 - loss: 0.2301 - accuracy: 0.9191
 929/1208 [======================>.......] - ETA: 34:05 - loss: 0.2302 - accuracy: 0.9190
 930/1208 [======================>.......] - ETA: 33:58 - loss: 0.2303 - accuracy: 0.9191
 931/1208 [======================>.......] - ETA: 33:51 - loss: 0.2303 - accuracy: 0.9191
 932/1208 [======================>.......] - ETA: 33:44 - loss: 0.2306 - accuracy: 0.9190
 933/1208 [======================>.......] - ETA: 33:36 - loss: 0.2306 - accuracy: 0.9190
 934/1208 [======================>.......] - ETA: 33:29 - loss: 0.2305 - accuracy: 0.9190
 935/1208 [======================>.......] - ETA: 33:21 - loss: 0.2304 - accuracy: 0.9191
 936/1208 [======================>.......] - ETA: 33:14 - loss: 0.2304 - accuracy: 0.9191
 937/1208 [======================>.......] - ETA: 33:06 - loss: 0.2303 - accuracy: 0.9191
 938/1208 [======================>.......] - ETA: 32:59 - loss: 0.2304 - accuracy: 0.9191
 939/1208 [======================>.......] - ETA: 32:51 - loss: 0.2303 - accuracy: 0.9191
 940/1208 [======================>.......] - ETA: 32:44 - loss: 0.2302 - accuracy: 0.9192
 941/1208 [======================>.......] - ETA: 32:36 - loss: 0.2303 - accuracy: 0.9191
 942/1208 [======================>.......] - ETA: 32:29 - loss: 0.2304 - accuracy: 0.9191
 943/1208 [======================>.......] - ETA: 32:21 - loss: 0.2303 - accuracy: 0.9192
 944/1208 [======================>.......] - ETA: 32:14 - loss: 0.2303 - accuracy: 0.9191
 945/1208 [======================>.......] - ETA: 32:06 - loss: 0.2303 - accuracy: 0.9191
 946/1208 [======================>.......] - ETA: 31:59 - loss: 0.2304 - accuracy: 0.9191
 947/1208 [======================>.......] - ETA: 31:51 - loss: 0.2303 - accuracy: 0.9191
 948/1208 [======================>.......] - ETA: 31:44 - loss: 0.2302 - accuracy: 0.9192
 949/1208 [======================>.......] - ETA: 31:36 - loss: 0.2302 - accuracy: 0.9192
 950/1208 [======================>.......] - ETA: 31:29 - loss: 0.2301 - accuracy: 0.9192
 951/1208 [======================>.......] - ETA: 31:21 - loss: 0.2302 - accuracy: 0.9192
 952/1208 [======================>.......] - ETA: 31:14 - loss: 0.2301 - accuracy: 0.9192
 953/1208 [======================>.......] - ETA: 31:06 - loss: 0.2302 - accuracy: 0.9191
 954/1208 [======================>.......] - ETA: 30:59 - loss: 0.2302 - accuracy: 0.9191
 955/1208 [======================>.......] - ETA: 30:52 - loss: 0.2302 - accuracy: 0.9191
 956/1208 [======================>.......] - ETA: 30:44 - loss: 0.2303 - accuracy: 0.9191
 957/1208 [======================>.......] - ETA: 30:36 - loss: 0.2303 - accuracy: 0.9191
 958/1208 [======================>.......] - ETA: 30:29 - loss: 0.2302 - accuracy: 0.9192
 959/1208 [======================>.......] - ETA: 30:22 - loss: 0.2303 - accuracy: 0.9191
 960/1208 [======================>.......] - ETA: 30:14 - loss: 0.2303 - accuracy: 0.9191
 961/1208 [======================>.......] - ETA: 30:07 - loss: 0.2302 - accuracy: 0.9191
 962/1208 [======================>.......] - ETA: 29:59 - loss: 0.2303 - accuracy: 0.9191
 963/1208 [======================>.......] - ETA: 29:52 - loss: 0.2304 - accuracy: 0.9191
 964/1208 [======================>.......] - ETA: 29:45 - loss: 0.2303 - accuracy: 0.9191
 965/1208 [======================>.......] - ETA: 29:37 - loss: 0.2303 - accuracy: 0.9192
 966/1208 [======================>.......] - ETA: 29:30 - loss: 0.2303 - accuracy: 0.9192
 967/1208 [=======================>......] - ETA: 29:23 - loss: 0.2303 - accuracy: 0.9192
 968/1208 [=======================>......] - ETA: 29:16 - loss: 0.2303 - accuracy: 0.9191
 969/1208 [=======================>......] - ETA: 29:08 - loss: 0.2305 - accuracy: 0.9190
 970/1208 [=======================>......] - ETA: 29:01 - loss: 0.2304 - accuracy: 0.9191
 971/1208 [=======================>......] - ETA: 28:54 - loss: 0.2303 - accuracy: 0.9191
 972/1208 [=======================>......] - ETA: 28:47 - loss: 0.2303 - accuracy: 0.9191
 973/1208 [=======================>......] - ETA: 28:39 - loss: 0.2302 - accuracy: 0.9191
 974/1208 [=======================>......] - ETA: 28:32 - loss: 0.2303 - accuracy: 0.9191
 975/1208 [=======================>......] - ETA: 28:25 - loss: 0.2303 - accuracy: 0.9191
 976/1208 [=======================>......] - ETA: 28:17 - loss: 0.2302 - accuracy: 0.9191
 977/1208 [=======================>......] - ETA: 28:10 - loss: 0.2303 - accuracy: 0.9191
 978/1208 [=======================>......] - ETA: 28:03 - loss: 0.2305 - accuracy: 0.9190
 979/1208 [=======================>......] - ETA: 27:56 - loss: 0.2306 - accuracy: 0.9189
 980/1208 [=======================>......] - ETA: 27:48 - loss: 0.2308 - accuracy: 0.9188
 981/1208 [=======================>......] - ETA: 27:41 - loss: 0.2307 - accuracy: 0.9188
 982/1208 [=======================>......] - ETA: 27:34 - loss: 0.2307 - accuracy: 0.9189
 983/1208 [=======================>......] - ETA: 27:27 - loss: 0.2307 - accuracy: 0.9189
 984/1208 [=======================>......] - ETA: 27:19 - loss: 0.2307 - accuracy: 0.9189
 985/1208 [=======================>......] - ETA: 27:12 - loss: 0.2309 - accuracy: 0.9188
 986/1208 [=======================>......] - ETA: 27:05 - loss: 0.2309 - accuracy: 0.9188
 987/1208 [=======================>......] - ETA: 26:58 - loss: 0.2308 - accuracy: 0.9189
 988/1208 [=======================>......] - ETA: 26:50 - loss: 0.2308 - accuracy: 0.9188
 989/1208 [=======================>......] - ETA: 26:43 - loss: 0.2309 - accuracy: 0.9189
 990/1208 [=======================>......] - ETA: 26:36 - loss: 0.2309 - accuracy: 0.9189
 991/1208 [=======================>......] - ETA: 26:28 - loss: 0.2310 - accuracy: 0.9188
 992/1208 [=======================>......] - ETA: 26:21 - loss: 0.2310 - accuracy: 0.9188
 993/1208 [=======================>......] - ETA: 26:14 - loss: 0.2311 - accuracy: 0.9187
 994/1208 [=======================>......] - ETA: 26:07 - loss: 0.2311 - accuracy: 0.9187
 995/1208 [=======================>......] - ETA: 25:59 - loss: 0.2312 - accuracy: 0.9187
 996/1208 [=======================>......] - ETA: 25:52 - loss: 0.2311 - accuracy: 0.9187
 997/1208 [=======================>......] - ETA: 25:45 - loss: 0.2311 - accuracy: 0.9187
 998/1208 [=======================>......] - ETA: 25:38 - loss: 0.2311 - accuracy: 0.9187
 999/1208 [=======================>......] - ETA: 25:30 - loss: 0.2310 - accuracy: 0.9187
1000/1208 [=======================>......] - ETA: 25:23 - loss: 0.2311 - accuracy: 0.9187
1001/1208 [=======================>......] - ETA: 25:16 - loss: 0.2311 - accuracy: 0.9187
1002/1208 [=======================>......] - ETA: 25:09 - loss: 0.2311 - accuracy: 0.9187
1003/1208 [=======================>......] - ETA: 25:02 - loss: 0.2311 - accuracy: 0.9187
1004/1208 [=======================>......] - ETA: 24:54 - loss: 0.2312 - accuracy: 0.9186
1005/1208 [=======================>......] - ETA: 24:47 - loss: 0.2311 - accuracy: 0.9186
1006/1208 [=======================>......] - ETA: 24:40 - loss: 0.2312 - accuracy: 0.9186
1007/1208 [========================>.....] - ETA: 24:33 - loss: 0.2312 - accuracy: 0.9186
1008/1208 [========================>.....] - ETA: 24:25 - loss: 0.2311 - accuracy: 0.9186
1009/1208 [========================>.....] - ETA: 24:18 - loss: 0.2311 - accuracy: 0.9187
1010/1208 [========================>.....] - ETA: 24:11 - loss: 0.2312 - accuracy: 0.9186
1011/1208 [========================>.....] - ETA: 24:04 - loss: 0.2313 - accuracy: 0.9186
1012/1208 [========================>.....] - ETA: 23:56 - loss: 0.2312 - accuracy: 0.9186
1013/1208 [========================>.....] - ETA: 23:49 - loss: 0.2312 - accuracy: 0.9186
1014/1208 [========================>.....] - ETA: 23:42 - loss: 0.2313 - accuracy: 0.9186
1015/1208 [========================>.....] - ETA: 23:35 - loss: 0.2313 - accuracy: 0.9186
1016/1208 [========================>.....] - ETA: 23:27 - loss: 0.2315 - accuracy: 0.9186
1017/1208 [========================>.....] - ETA: 23:20 - loss: 0.2315 - accuracy: 0.9185
1018/1208 [========================>.....] - ETA: 23:13 - loss: 0.2316 - accuracy: 0.9185
1019/1208 [========================>.....] - ETA: 23:05 - loss: 0.2317 - accuracy: 0.9185
1020/1208 [========================>.....] - ETA: 22:58 - loss: 0.2318 - accuracy: 0.9185
1021/1208 [========================>.....] - ETA: 22:51 - loss: 0.2319 - accuracy: 0.9184
1022/1208 [========================>.....] - ETA: 22:44 - loss: 0.2319 - accuracy: 0.9184
1023/1208 [========================>.....] - ETA: 22:36 - loss: 0.2319 - accuracy: 0.9185
1024/1208 [========================>.....] - ETA: 22:29 - loss: 0.2318 - accuracy: 0.9185
1025/1208 [========================>.....] - ETA: 22:22 - loss: 0.2320 - accuracy: 0.9184
1026/1208 [========================>.....] - ETA: 22:14 - loss: 0.2321 - accuracy: 0.9184
1027/1208 [========================>.....] - ETA: 22:07 - loss: 0.2321 - accuracy: 0.9184
1028/1208 [========================>.....] - ETA: 22:00 - loss: 0.2322 - accuracy: 0.9183
1029/1208 [========================>.....] - ETA: 21:53 - loss: 0.2322 - accuracy: 0.9183
1030/1208 [========================>.....] - ETA: 21:45 - loss: 0.2322 - accuracy: 0.9183
1031/1208 [========================>.....] - ETA: 21:38 - loss: 0.2323 - accuracy: 0.9182
1032/1208 [========================>.....] - ETA: 21:31 - loss: 0.2323 - accuracy: 0.9182
1033/1208 [========================>.....] - ETA: 21:23 - loss: 0.2324 - accuracy: 0.9181
1034/1208 [========================>.....] - ETA: 21:16 - loss: 0.2324 - accuracy: 0.9182
1035/1208 [========================>.....] - ETA: 21:09 - loss: 0.2326 - accuracy: 0.9181
1036/1208 [========================>.....] - ETA: 21:01 - loss: 0.2325 - accuracy: 0.9182
1037/1208 [========================>.....] - ETA: 20:54 - loss: 0.2324 - accuracy: 0.9182
1038/1208 [========================>.....] - ETA: 20:47 - loss: 0.2324 - accuracy: 0.9182
1039/1208 [========================>.....] - ETA: 20:40 - loss: 0.2324 - accuracy: 0.9182
1040/1208 [========================>.....] - ETA: 20:32 - loss: 0.2326 - accuracy: 0.9181
1041/1208 [========================>.....] - ETA: 20:25 - loss: 0.2327 - accuracy: 0.9181
1042/1208 [========================>.....] - ETA: 20:18 - loss: 0.2326 - accuracy: 0.9181
1043/1208 [========================>.....] - ETA: 20:10 - loss: 0.2325 - accuracy: 0.9182
1044/1208 [========================>.....] - ETA: 20:03 - loss: 0.2325 - accuracy: 0.9182
1045/1208 [========================>.....] - ETA: 19:56 - loss: 0.2324 - accuracy: 0.9182
1046/1208 [========================>.....] - ETA: 19:48 - loss: 0.2324 - accuracy: 0.9182
1047/1208 [=========================>....] - ETA: 19:41 - loss: 0.2325 - accuracy: 0.9181
1048/1208 [=========================>....] - ETA: 19:34 - loss: 0.2327 - accuracy: 0.9180
1049/1208 [=========================>....] - ETA: 19:26 - loss: 0.2326 - accuracy: 0.9180
1050/1208 [=========================>....] - ETA: 19:19 - loss: 0.2326 - accuracy: 0.9181
1051/1208 [=========================>....] - ETA: 19:11 - loss: 0.2325 - accuracy: 0.9180
1052/1208 [=========================>....] - ETA: 19:04 - loss: 0.2325 - accuracy: 0.9181
1053/1208 [=========================>....] - ETA: 18:57 - loss: 0.2325 - accuracy: 0.9180
1054/1208 [=========================>....] - ETA: 18:49 - loss: 0.2324 - accuracy: 0.9181
1055/1208 [=========================>....] - ETA: 18:42 - loss: 0.2325 - accuracy: 0.9180
1056/1208 [=========================>....] - ETA: 18:34 - loss: 0.2324 - accuracy: 0.9181
1057/1208 [=========================>....] - ETA: 18:27 - loss: 0.2323 - accuracy: 0.9181
1058/1208 [=========================>....] - ETA: 18:20 - loss: 0.2325 - accuracy: 0.9180
1059/1208 [=========================>....] - ETA: 18:12 - loss: 0.2325 - accuracy: 0.9180
1060/1208 [=========================>....] - ETA: 18:05 - loss: 0.2325 - accuracy: 0.9180
1061/1208 [=========================>....] - ETA: 17:57 - loss: 0.2326 - accuracy: 0.9180
1062/1208 [=========================>....] - ETA: 17:50 - loss: 0.2327 - accuracy: 0.9179
1063/1208 [=========================>....] - ETA: 17:43 - loss: 0.2327 - accuracy: 0.9179
1064/1208 [=========================>....] - ETA: 17:35 - loss: 0.2328 - accuracy: 0.9179
1065/1208 [=========================>....] - ETA: 17:28 - loss: 0.2328 - accuracy: 0.9178
1066/1208 [=========================>....] - ETA: 17:20 - loss: 0.2328 - accuracy: 0.9179
1067/1208 [=========================>....] - ETA: 17:13 - loss: 0.2328 - accuracy: 0.9179
1068/1208 [=========================>....] - ETA: 17:06 - loss: 0.2328 - accuracy: 0.9179
1069/1208 [=========================>....] - ETA: 16:58 - loss: 0.2329 - accuracy: 0.9179
1070/1208 [=========================>....] - ETA: 16:51 - loss: 0.2329 - accuracy: 0.9179
1071/1208 [=========================>....] - ETA: 16:43 - loss: 0.2330 - accuracy: 0.9178
1072/1208 [=========================>....] - ETA: 16:36 - loss: 0.2330 - accuracy: 0.9178
1073/1208 [=========================>....] - ETA: 16:29 - loss: 0.2329 - accuracy: 0.9179
1074/1208 [=========================>....] - ETA: 16:21 - loss: 0.2328 - accuracy: 0.9179
1075/1208 [=========================>....] - ETA: 16:14 - loss: 0.2328 - accuracy: 0.9179
1076/1208 [=========================>....] - ETA: 16:07 - loss: 0.2328 - accuracy: 0.9179
1077/1208 [=========================>....] - ETA: 15:59 - loss: 0.2328 - accuracy: 0.9179
1078/1208 [=========================>....] - ETA: 15:52 - loss: 0.2328 - accuracy: 0.9179
1079/1208 [=========================>....] - ETA: 15:45 - loss: 0.2328 - accuracy: 0.9178
1080/1208 [=========================>....] - ETA: 15:37 - loss: 0.2327 - accuracy: 0.9179
1081/1208 [=========================>....] - ETA: 15:30 - loss: 0.2328 - accuracy: 0.9178
1082/1208 [=========================>....] - ETA: 15:23 - loss: 0.2328 - accuracy: 0.9179
1083/1208 [=========================>....] - ETA: 15:16 - loss: 0.2327 - accuracy: 0.9179
1084/1208 [=========================>....] - ETA: 15:08 - loss: 0.2327 - accuracy: 0.9179
1085/1208 [=========================>....] - ETA: 15:01 - loss: 0.2327 - accuracy: 0.9179
1086/1208 [=========================>....] - ETA: 14:54 - loss: 0.2326 - accuracy: 0.9180
1087/1208 [=========================>....] - ETA: 14:46 - loss: 0.2328 - accuracy: 0.9179
1088/1208 [==========================>...] - ETA: 14:39 - loss: 0.2327 - accuracy: 0.9179
1089/1208 [==========================>...] - ETA: 14:32 - loss: 0.2327 - accuracy: 0.9179
1090/1208 [==========================>...] - ETA: 14:25 - loss: 0.2327 - accuracy: 0.9179
1091/1208 [==========================>...] - ETA: 14:17 - loss: 0.2328 - accuracy: 0.9178
1092/1208 [==========================>...] - ETA: 14:10 - loss: 0.2328 - accuracy: 0.9178
1093/1208 [==========================>...] - ETA: 14:03 - loss: 0.2329 - accuracy: 0.9177
1094/1208 [==========================>...] - ETA: 13:55 - loss: 0.2330 - accuracy: 0.9177
1095/1208 [==========================>...] - ETA: 13:48 - loss: 0.2330 - accuracy: 0.9178
1096/1208 [==========================>...] - ETA: 13:41 - loss: 0.2329 - accuracy: 0.9178
1097/1208 [==========================>...] - ETA: 13:33 - loss: 0.2330 - accuracy: 0.9177
1098/1208 [==========================>...] - ETA: 13:26 - loss: 0.2330 - accuracy: 0.9177
1099/1208 [==========================>...] - ETA: 13:19 - loss: 0.2331 - accuracy: 0.9177
1100/1208 [==========================>...] - ETA: 13:11 - loss: 0.2331 - accuracy: 0.9176
1101/1208 [==========================>...] - ETA: 13:04 - loss: 0.2331 - accuracy: 0.9176
1102/1208 [==========================>...] - ETA: 12:57 - loss: 0.2332 - accuracy: 0.9176
1103/1208 [==========================>...] - ETA: 12:49 - loss: 0.2332 - accuracy: 0.9176
1104/1208 [==========================>...] - ETA: 12:42 - loss: 0.2332 - accuracy: 0.9176
1105/1208 [==========================>...] - ETA: 12:35 - loss: 0.2332 - accuracy: 0.9177
1106/1208 [==========================>...] - ETA: 12:27 - loss: 0.2332 - accuracy: 0.9177
1107/1208 [==========================>...] - ETA: 12:20 - loss: 0.2331 - accuracy: 0.9177
1108/1208 [==========================>...] - ETA: 12:13 - loss: 0.2331 - accuracy: 0.9176
1109/1208 [==========================>...] - ETA: 12:05 - loss: 0.2332 - accuracy: 0.9176
1110/1208 [==========================>...] - ETA: 11:58 - loss: 0.2332 - accuracy: 0.9176
1111/1208 [==========================>...] - ETA: 11:51 - loss: 0.2333 - accuracy: 0.9176
1112/1208 [==========================>...] - ETA: 11:44 - loss: 0.2332 - accuracy: 0.9176
1113/1208 [==========================>...] - ETA: 11:36 - loss: 0.2332 - accuracy: 0.9177
1114/1208 [==========================>...] - ETA: 11:29 - loss: 0.2332 - accuracy: 0.9177
1115/1208 [==========================>...] - ETA: 11:22 - loss: 0.2331 - accuracy: 0.9177
1116/1208 [==========================>...] - ETA: 11:14 - loss: 0.2331 - accuracy: 0.9177
1117/1208 [==========================>...] - ETA: 11:07 - loss: 0.2331 - accuracy: 0.9177
1118/1208 [==========================>...] - ETA: 11:00 - loss: 0.2331 - accuracy: 0.9177
1119/1208 [==========================>...] - ETA: 10:52 - loss: 0.2331 - accuracy: 0.9177
1120/1208 [==========================>...] - ETA: 10:45 - loss: 0.2330 - accuracy: 0.9177
1121/1208 [==========================>...] - ETA: 10:38 - loss: 0.2330 - accuracy: 0.9177
1122/1208 [==========================>...] - ETA: 10:30 - loss: 0.2330 - accuracy: 0.9177
1123/1208 [==========================>...] - ETA: 10:23 - loss: 0.2330 - accuracy: 0.9178
1124/1208 [==========================>...] - ETA: 10:16 - loss: 0.2329 - accuracy: 0.9178
1125/1208 [==========================>...] - ETA: 10:09 - loss: 0.2329 - accuracy: 0.9178
1126/1208 [==========================>...] - ETA: 10:01 - loss: 0.2329 - accuracy: 0.9178
1127/1208 [==========================>...] - ETA: 9:54 - loss: 0.2329 - accuracy: 0.9177 
1128/1208 [===========================>..] - ETA: 9:47 - loss: 0.2330 - accuracy: 0.9177
1129/1208 [===========================>..] - ETA: 9:39 - loss: 0.2329 - accuracy: 0.9177
1130/1208 [===========================>..] - ETA: 9:32 - loss: 0.2328 - accuracy: 0.9178
1131/1208 [===========================>..] - ETA: 9:25 - loss: 0.2328 - accuracy: 0.9178
1132/1208 [===========================>..] - ETA: 9:17 - loss: 0.2328 - accuracy: 0.9178
1133/1208 [===========================>..] - ETA: 9:10 - loss: 0.2328 - accuracy: 0.9178
1134/1208 [===========================>..] - ETA: 9:03 - loss: 0.2328 - accuracy: 0.9178
1135/1208 [===========================>..] - ETA: 8:55 - loss: 0.2328 - accuracy: 0.9178
1136/1208 [===========================>..] - ETA: 8:48 - loss: 0.2327 - accuracy: 0.9178
1137/1208 [===========================>..] - ETA: 8:41 - loss: 0.2327 - accuracy: 0.9178
1138/1208 [===========================>..] - ETA: 8:33 - loss: 0.2328 - accuracy: 0.9178
1139/1208 [===========================>..] - ETA: 8:26 - loss: 0.2328 - accuracy: 0.9178
1140/1208 [===========================>..] - ETA: 8:19 - loss: 0.2328 - accuracy: 0.9178
1141/1208 [===========================>..] - ETA: 8:11 - loss: 0.2327 - accuracy: 0.9178
1142/1208 [===========================>..] - ETA: 8:04 - loss: 0.2327 - accuracy: 0.9178
1143/1208 [===========================>..] - ETA: 7:57 - loss: 0.2327 - accuracy: 0.9178
1144/1208 [===========================>..] - ETA: 7:49 - loss: 0.2327 - accuracy: 0.9178
1145/1208 [===========================>..] - ETA: 7:42 - loss: 0.2328 - accuracy: 0.9178
1146/1208 [===========================>..] - ETA: 7:35 - loss: 0.2328 - accuracy: 0.9177
1147/1208 [===========================>..] - ETA: 7:27 - loss: 0.2329 - accuracy: 0.9177
1148/1208 [===========================>..] - ETA: 7:20 - loss: 0.2329 - accuracy: 0.9177
1149/1208 [===========================>..] - ETA: 7:13 - loss: 0.2328 - accuracy: 0.9177
1150/1208 [===========================>..] - ETA: 7:05 - loss: 0.2329 - accuracy: 0.9177
1151/1208 [===========================>..] - ETA: 6:58 - loss: 0.2329 - accuracy: 0.9177
1152/1208 [===========================>..] - ETA: 6:51 - loss: 0.2329 - accuracy: 0.9177
1153/1208 [===========================>..] - ETA: 6:43 - loss: 0.2329 - accuracy: 0.9177
1154/1208 [===========================>..] - ETA: 6:36 - loss: 0.2328 - accuracy: 0.9177
1155/1208 [===========================>..] - ETA: 6:29 - loss: 0.2327 - accuracy: 0.9177
1156/1208 [===========================>..] - ETA: 6:21 - loss: 0.2328 - accuracy: 0.9178
1157/1208 [===========================>..] - ETA: 6:14 - loss: 0.2327 - accuracy: 0.9178
1158/1208 [===========================>..] - ETA: 6:07 - loss: 0.2327 - accuracy: 0.9178
1159/1208 [===========================>..] - ETA: 5:59 - loss: 0.2328 - accuracy: 0.9177
1160/1208 [===========================>..] - ETA: 5:52 - loss: 0.2328 - accuracy: 0.9177
1161/1208 [===========================>..] - ETA: 5:45 - loss: 0.2328 - accuracy: 0.9177
1162/1208 [===========================>..] - ETA: 5:37 - loss: 0.2330 - accuracy: 0.9177
1163/1208 [===========================>..] - ETA: 5:30 - loss: 0.2329 - accuracy: 0.9177
1164/1208 [===========================>..] - ETA: 5:23 - loss: 0.2330 - accuracy: 0.9177
1165/1208 [===========================>..] - ETA: 5:15 - loss: 0.2330 - accuracy: 0.9177
1166/1208 [===========================>..] - ETA: 5:08 - loss: 0.2329 - accuracy: 0.9177
1167/1208 [===========================>..] - ETA: 5:01 - loss: 0.2330 - accuracy: 0.9177
1168/1208 [============================>.] - ETA: 4:53 - loss: 0.2330 - accuracy: 0.9177
1169/1208 [============================>.] - ETA: 4:46 - loss: 0.2330 - accuracy: 0.9177
1170/1208 [============================>.] - ETA: 4:39 - loss: 0.2330 - accuracy: 0.9177
1171/1208 [============================>.] - ETA: 4:31 - loss: 0.2330 - accuracy: 0.9177
1172/1208 [============================>.] - ETA: 4:24 - loss: 0.2330 - accuracy: 0.9177
1173/1208 [============================>.] - ETA: 4:16 - loss: 0.2331 - accuracy: 0.9177
1174/1208 [============================>.] - ETA: 4:09 - loss: 0.2331 - accuracy: 0.9177
1175/1208 [============================>.] - ETA: 4:02 - loss: 0.2331 - accuracy: 0.9177
1176/1208 [============================>.] - ETA: 3:54 - loss: 0.2331 - accuracy: 0.9177
1177/1208 [============================>.] - ETA: 3:47 - loss: 0.2330 - accuracy: 0.9177
1178/1208 [============================>.] - ETA: 3:40 - loss: 0.2331 - accuracy: 0.9177
1179/1208 [============================>.] - ETA: 3:32 - loss: 0.2331 - accuracy: 0.9177
1180/1208 [============================>.] - ETA: 3:25 - loss: 0.2331 - accuracy: 0.9177
1181/1208 [============================>.] - ETA: 3:18 - loss: 0.2330 - accuracy: 0.9177
1182/1208 [============================>.] - ETA: 3:10 - loss: 0.2330 - accuracy: 0.9177
1183/1208 [============================>.] - ETA: 3:03 - loss: 0.2330 - accuracy: 0.9177
1184/1208 [============================>.] - ETA: 2:56 - loss: 0.2329 - accuracy: 0.9177
1185/1208 [============================>.] - ETA: 2:48 - loss: 0.2330 - accuracy: 0.9177
1186/1208 [============================>.] - ETA: 2:41 - loss: 0.2330 - accuracy: 0.9177
1187/1208 [============================>.] - ETA: 2:34 - loss: 0.2329 - accuracy: 0.9177
1188/1208 [============================>.] - ETA: 2:26 - loss: 0.2329 - accuracy: 0.9177
1189/1208 [============================>.] - ETA: 2:19 - loss: 0.2330 - accuracy: 0.9177
1190/1208 [============================>.] - ETA: 2:12 - loss: 0.2331 - accuracy: 0.9177
1191/1208 [============================>.] - ETA: 2:04 - loss: 0.2331 - accuracy: 0.9177
1192/1208 [============================>.] - ETA: 1:57 - loss: 0.2331 - accuracy: 0.9177
1193/1208 [============================>.] - ETA: 1:50 - loss: 0.2331 - accuracy: 0.9177
1194/1208 [============================>.] - ETA: 1:42 - loss: 0.2330 - accuracy: 0.9177
1195/1208 [============================>.] - ETA: 1:35 - loss: 0.2330 - accuracy: 0.9177
1196/1208 [============================>.] - ETA: 1:28 - loss: 0.2329 - accuracy: 0.9177
1197/1208 [============================>.] - ETA: 1:20 - loss: 0.2329 - accuracy: 0.9177
1198/1208 [============================>.] - ETA: 1:13 - loss: 0.2329 - accuracy: 0.9177
1199/1208 [============================>.] - ETA: 1:06 - loss: 0.2330 - accuracy: 0.9176
1200/1208 [============================>.] - ETA: 58s - loss: 0.2331 - accuracy: 0.9176 
1201/1208 [============================>.] - ETA: 51s - loss: 0.2331 - accuracy: 0.9176
1202/1208 [============================>.] - ETA: 44s - loss: 0.2331 - accuracy: 0.9176
1203/1208 [============================>.] - ETA: 36s - loss: 0.2330 - accuracy: 0.9176
1204/1208 [============================>.] - ETA: 29s - loss: 0.2330 - accuracy: 0.9176
1205/1208 [============================>.] - ETA: 22s - loss: 0.2330 - accuracy: 0.9176
1206/1208 [============================>.] - ETA: 14s - loss: 0.2330 - accuracy: 0.9177
1207/1208 [============================>.] - ETA: 7s - loss: 0.2330 - accuracy: 0.9176 
1208/1208 [==============================] - 8868s 7s/step - loss: 0.2330 - accuracy: 0.9176
val_acc: 0.84165, best_val_acc: 0.84858, test_acc: 0.84506

Epoch 6/10

   1/1208 [..............................] - ETA: 2:36:07 - loss: 0.1891 - accuracy: 0.9062
   2/1208 [..............................] - ETA: 2:36:13 - loss: 0.1642 - accuracy: 0.9453
   3/1208 [..............................] - ETA: 2:36:21 - loss: 0.1522 - accuracy: 0.9479
   4/1208 [..............................] - ETA: 2:35:07 - loss: 0.1805 - accuracy: 0.9336
   5/1208 [..............................] - ETA: 2:33:37 - loss: 0.1963 - accuracy: 0.9312
   6/1208 [..............................] - ETA: 2:33:33 - loss: 0.1888 - accuracy: 0.9375
   7/1208 [..............................] - ETA: 2:34:41 - loss: 0.1889 - accuracy: 0.9375
   8/1208 [..............................] - ETA: 2:34:48 - loss: 0.1786 - accuracy: 0.9434
   9/1208 [..............................] - ETA: 2:35:30 - loss: 0.1784 - accuracy: 0.9444
  10/1208 [..............................] - ETA: 2:34:45 - loss: 0.1800 - accuracy: 0.9406
  11/1208 [..............................] - ETA: 2:34:57 - loss: 0.1859 - accuracy: 0.9375
  12/1208 [..............................] - ETA: 2:34:30 - loss: 0.1888 - accuracy: 0.9362
  13/1208 [..............................] - ETA: 2:32:07 - loss: 0.1958 - accuracy: 0.9351
  14/1208 [..............................] - ETA: 2:32:30 - loss: 0.1986 - accuracy: 0.9342
  15/1208 [..............................] - ETA: 2:32:52 - loss: 0.1999 - accuracy: 0.9333
  16/1208 [..............................] - ETA: 2:32:45 - loss: 0.2047 - accuracy: 0.9326
  17/1208 [..............................] - ETA: 2:31:24 - loss: 0.2021 - accuracy: 0.9329
  18/1208 [..............................] - ETA: 2:30:25 - loss: 0.1975 - accuracy: 0.9349
  19/1208 [..............................] - ETA: 2:29:20 - loss: 0.1974 - accuracy: 0.9342
  20/1208 [..............................] - ETA: 2:28:28 - loss: 0.1958 - accuracy: 0.9352
  21/1208 [..............................] - ETA: 2:27:41 - loss: 0.1973 - accuracy: 0.9353
  22/1208 [..............................] - ETA: 2:27:10 - loss: 0.2000 - accuracy: 0.9354
  23/1208 [..............................] - ETA: 2:26:29 - loss: 0.1981 - accuracy: 0.9375
  24/1208 [..............................] - ETA: 2:25:40 - loss: 0.1962 - accuracy: 0.9382
  25/1208 [..............................] - ETA: 2:25:12 - loss: 0.1957 - accuracy: 0.9381
  26/1208 [..............................] - ETA: 2:24:39 - loss: 0.1928 - accuracy: 0.9399
  27/1208 [..............................] - ETA: 2:24:11 - loss: 0.1940 - accuracy: 0.9387
  28/1208 [..............................] - ETA: 2:23:56 - loss: 0.1928 - accuracy: 0.9386
  29/1208 [..............................] - ETA: 2:23:48 - loss: 0.1965 - accuracy: 0.9364
  30/1208 [..............................] - ETA: 2:23:26 - loss: 0.1923 - accuracy: 0.9380
  31/1208 [..............................] - ETA: 2:23:09 - loss: 0.1916 - accuracy: 0.9380
  32/1208 [..............................] - ETA: 2:22:53 - loss: 0.1907 - accuracy: 0.9385
  33/1208 [..............................] - ETA: 2:22:40 - loss: 0.1922 - accuracy: 0.9380
  34/1208 [..............................] - ETA: 2:22:36 - loss: 0.1919 - accuracy: 0.9375
  35/1208 [..............................] - ETA: 2:22:25 - loss: 0.1892 - accuracy: 0.9388
  36/1208 [..............................] - ETA: 2:22:09 - loss: 0.1940 - accuracy: 0.9371
  37/1208 [..............................] - ETA: 2:22:08 - loss: 0.1927 - accuracy: 0.9379
  38/1208 [..............................] - ETA: 2:22:01 - loss: 0.1912 - accuracy: 0.9383
  39/1208 [..............................] - ETA: 2:21:53 - loss: 0.1908 - accuracy: 0.9383
  40/1208 [..............................] - ETA: 2:21:43 - loss: 0.1885 - accuracy: 0.9391
  41/1208 [>.............................] - ETA: 2:21:29 - loss: 0.1875 - accuracy: 0.9390
  42/1208 [>.............................] - ETA: 2:21:22 - loss: 0.1891 - accuracy: 0.9390
  43/1208 [>.............................] - ETA: 2:21:17 - loss: 0.1882 - accuracy: 0.9390
  44/1208 [>.............................] - ETA: 2:20:56 - loss: 0.1880 - accuracy: 0.9393
  45/1208 [>.............................] - ETA: 2:20:42 - loss: 0.1881 - accuracy: 0.9385
  46/1208 [>.............................] - ETA: 2:20:34 - loss: 0.1868 - accuracy: 0.9392
  47/1208 [>.............................] - ETA: 2:20:20 - loss: 0.1875 - accuracy: 0.9385
  48/1208 [>.............................] - ETA: 2:20:14 - loss: 0.1908 - accuracy: 0.9368
  49/1208 [>.............................] - ETA: 2:20:21 - loss: 0.1919 - accuracy: 0.9362
  50/1208 [>.............................] - ETA: 2:20:25 - loss: 0.1909 - accuracy: 0.9366
  51/1208 [>.............................] - ETA: 2:20:21 - loss: 0.1911 - accuracy: 0.9369
  52/1208 [>.............................] - ETA: 2:20:18 - loss: 0.1910 - accuracy: 0.9369
  53/1208 [>.............................] - ETA: 2:20:11 - loss: 0.1893 - accuracy: 0.9375
  54/1208 [>.............................] - ETA: 2:20:03 - loss: 0.1911 - accuracy: 0.9361
  55/1208 [>.............................] - ETA: 2:20:06 - loss: 0.1908 - accuracy: 0.9358
  56/1208 [>.............................] - ETA: 2:19:57 - loss: 0.1924 - accuracy: 0.9353
  57/1208 [>.............................] - ETA: 2:19:54 - loss: 0.1904 - accuracy: 0.9361
  58/1208 [>.............................] - ETA: 2:19:47 - loss: 0.1909 - accuracy: 0.9356
  59/1208 [>.............................] - ETA: 2:19:47 - loss: 0.1910 - accuracy: 0.9356
  60/1208 [>.............................] - ETA: 2:19:45 - loss: 0.1924 - accuracy: 0.9352
  61/1208 [>.............................] - ETA: 2:19:36 - loss: 0.1907 - accuracy: 0.9360
  62/1208 [>.............................] - ETA: 2:19:38 - loss: 0.1891 - accuracy: 0.9365
  63/1208 [>.............................] - ETA: 2:19:36 - loss: 0.1883 - accuracy: 0.9370
  64/1208 [>.............................] - ETA: 2:19:46 - loss: 0.1870 - accuracy: 0.9375
  65/1208 [>.............................] - ETA: 2:19:48 - loss: 0.1866 - accuracy: 0.9375
  66/1208 [>.............................] - ETA: 2:19:46 - loss: 0.1866 - accuracy: 0.9373
  67/1208 [>.............................] - ETA: 2:19:44 - loss: 0.1867 - accuracy: 0.9375
  68/1208 [>.............................] - ETA: 2:19:33 - loss: 0.1872 - accuracy: 0.9375
  69/1208 [>.............................] - ETA: 2:19:24 - loss: 0.1865 - accuracy: 0.9375
  70/1208 [>.............................] - ETA: 2:19:24 - loss: 0.1866 - accuracy: 0.9377
  71/1208 [>.............................] - ETA: 2:19:28 - loss: 0.1888 - accuracy: 0.9366
  72/1208 [>.............................] - ETA: 2:19:28 - loss: 0.1880 - accuracy: 0.9368
  73/1208 [>.............................] - ETA: 2:19:23 - loss: 0.1871 - accuracy: 0.9373
  74/1208 [>.............................] - ETA: 2:19:21 - loss: 0.1893 - accuracy: 0.9364
  75/1208 [>.............................] - ETA: 2:19:25 - loss: 0.1896 - accuracy: 0.9362
  76/1208 [>.............................] - ETA: 2:19:21 - loss: 0.1897 - accuracy: 0.9367
  77/1208 [>.............................] - ETA: 2:19:18 - loss: 0.1900 - accuracy: 0.9367
  78/1208 [>.............................] - ETA: 2:19:12 - loss: 0.1897 - accuracy: 0.9367
  79/1208 [>.............................] - ETA: 2:19:12 - loss: 0.1896 - accuracy: 0.9365
  80/1208 [>.............................] - ETA: 2:19:09 - loss: 0.1902 - accuracy: 0.9359
  81/1208 [=>............................] - ETA: 2:18:58 - loss: 0.1895 - accuracy: 0.9361
  82/1208 [=>............................] - ETA: 2:19:00 - loss: 0.1895 - accuracy: 0.9362
  83/1208 [=>............................] - ETA: 2:19:03 - loss: 0.1882 - accuracy: 0.9369
  84/1208 [=>............................] - ETA: 2:19:00 - loss: 0.1876 - accuracy: 0.9368
  85/1208 [=>............................] - ETA: 2:19:01 - loss: 0.1884 - accuracy: 0.9366
  86/1208 [=>............................] - ETA: 2:18:58 - loss: 0.1886 - accuracy: 0.9366
  87/1208 [=>............................] - ETA: 2:18:55 - loss: 0.1891 - accuracy: 0.9364
  88/1208 [=>............................] - ETA: 2:18:50 - loss: 0.1881 - accuracy: 0.9370
  89/1208 [=>............................] - ETA: 2:18:47 - loss: 0.1873 - accuracy: 0.9371
  90/1208 [=>............................] - ETA: 2:18:40 - loss: 0.1869 - accuracy: 0.9372
  91/1208 [=>............................] - ETA: 2:18:37 - loss: 0.1875 - accuracy: 0.9372
  92/1208 [=>............................] - ETA: 2:18:28 - loss: 0.1865 - accuracy: 0.9375
  93/1208 [=>............................] - ETA: 2:18:20 - loss: 0.1861 - accuracy: 0.9373
  94/1208 [=>............................] - ETA: 2:18:13 - loss: 0.1855 - accuracy: 0.9373
  95/1208 [=>............................] - ETA: 2:18:02 - loss: 0.1851 - accuracy: 0.9375
  96/1208 [=>............................] - ETA: 2:17:56 - loss: 0.1850 - accuracy: 0.9375
  97/1208 [=>............................] - ETA: 2:17:50 - loss: 0.1844 - accuracy: 0.9378
  98/1208 [=>............................] - ETA: 2:17:41 - loss: 0.1836 - accuracy: 0.9381
  99/1208 [=>............................] - ETA: 2:17:33 - loss: 0.1828 - accuracy: 0.9386
 100/1208 [=>............................] - ETA: 2:17:29 - loss: 0.1825 - accuracy: 0.9388
 101/1208 [=>............................] - ETA: 2:17:26 - loss: 0.1838 - accuracy: 0.9383
 102/1208 [=>............................] - ETA: 2:17:24 - loss: 0.1834 - accuracy: 0.9383
 103/1208 [=>............................] - ETA: 2:17:25 - loss: 0.1826 - accuracy: 0.9387
 104/1208 [=>............................] - ETA: 2:17:22 - loss: 0.1829 - accuracy: 0.9390
 105/1208 [=>............................] - ETA: 2:17:19 - loss: 0.1830 - accuracy: 0.9388
 106/1208 [=>............................] - ETA: 2:17:20 - loss: 0.1836 - accuracy: 0.9385
 107/1208 [=>............................] - ETA: 2:17:13 - loss: 0.1839 - accuracy: 0.9384
 108/1208 [=>............................] - ETA: 2:17:07 - loss: 0.1863 - accuracy: 0.9378
 109/1208 [=>............................] - ETA: 2:17:01 - loss: 0.1862 - accuracy: 0.9379
 110/1208 [=>............................] - ETA: 2:16:56 - loss: 0.1859 - accuracy: 0.9379
 111/1208 [=>............................] - ETA: 2:16:55 - loss: 0.1867 - accuracy: 0.9375
 112/1208 [=>............................] - ETA: 2:16:57 - loss: 0.1871 - accuracy: 0.9369
 113/1208 [=>............................] - ETA: 2:16:55 - loss: 0.1869 - accuracy: 0.9371
 114/1208 [=>............................] - ETA: 2:16:54 - loss: 0.1874 - accuracy: 0.9371
 115/1208 [=>............................] - ETA: 2:16:58 - loss: 0.1867 - accuracy: 0.9374
 116/1208 [=>............................] - ETA: 2:16:59 - loss: 0.1862 - accuracy: 0.9375
 117/1208 [=>............................] - ETA: 2:16:59 - loss: 0.1866 - accuracy: 0.9372
 118/1208 [=>............................] - ETA: 2:16:55 - loss: 0.1864 - accuracy: 0.9374
 119/1208 [=>............................] - ETA: 2:16:58 - loss: 0.1861 - accuracy: 0.9375
 120/1208 [=>............................] - ETA: 2:16:57 - loss: 0.1855 - accuracy: 0.9379
 121/1208 [==>...........................] - ETA: 2:16:52 - loss: 0.1861 - accuracy: 0.9378
 122/1208 [==>...........................] - ETA: 2:16:48 - loss: 0.1864 - accuracy: 0.9376
 123/1208 [==>...........................] - ETA: 2:16:47 - loss: 0.1860 - accuracy: 0.9379
 124/1208 [==>...........................] - ETA: 2:16:43 - loss: 0.1869 - accuracy: 0.9374
 125/1208 [==>...........................] - ETA: 2:16:38 - loss: 0.1884 - accuracy: 0.9371
 126/1208 [==>...........................] - ETA: 2:16:33 - loss: 0.1882 - accuracy: 0.9371
 127/1208 [==>...........................] - ETA: 2:16:24 - loss: 0.1877 - accuracy: 0.9374
 128/1208 [==>...........................] - ETA: 2:16:22 - loss: 0.1882 - accuracy: 0.9373
 129/1208 [==>...........................] - ETA: 2:16:17 - loss: 0.1887 - accuracy: 0.9370
 130/1208 [==>...........................] - ETA: 2:16:14 - loss: 0.1884 - accuracy: 0.9370
 131/1208 [==>...........................] - ETA: 2:16:08 - loss: 0.1882 - accuracy: 0.9369
 132/1208 [==>...........................] - ETA: 2:16:04 - loss: 0.1882 - accuracy: 0.9370
 133/1208 [==>...........................] - ETA: 2:15:58 - loss: 0.1884 - accuracy: 0.9369
 134/1208 [==>...........................] - ETA: 2:15:44 - loss: 0.1880 - accuracy: 0.9370
 135/1208 [==>...........................] - ETA: 2:15:33 - loss: 0.1887 - accuracy: 0.9368
 136/1208 [==>...........................] - ETA: 2:15:19 - loss: 0.1887 - accuracy: 0.9370
 137/1208 [==>...........................] - ETA: 2:15:08 - loss: 0.1887 - accuracy: 0.9370
 138/1208 [==>...........................] - ETA: 2:14:52 - loss: 0.1892 - accuracy: 0.9366
 139/1208 [==>...........................] - ETA: 2:14:37 - loss: 0.1887 - accuracy: 0.9368
 140/1208 [==>...........................] - ETA: 2:14:25 - loss: 0.1884 - accuracy: 0.9369
 141/1208 [==>...........................] - ETA: 2:14:15 - loss: 0.1884 - accuracy: 0.9371
 142/1208 [==>...........................] - ETA: 2:14:04 - loss: 0.1883 - accuracy: 0.9371
 143/1208 [==>...........................] - ETA: 2:13:50 - loss: 0.1884 - accuracy: 0.9368
 144/1208 [==>...........................] - ETA: 2:13:40 - loss: 0.1890 - accuracy: 0.9364
 145/1208 [==>...........................] - ETA: 2:13:28 - loss: 0.1883 - accuracy: 0.9369
 146/1208 [==>...........................] - ETA: 2:13:16 - loss: 0.1877 - accuracy: 0.9372
 147/1208 [==>...........................] - ETA: 2:13:05 - loss: 0.1885 - accuracy: 0.9369
 148/1208 [==>...........................] - ETA: 2:12:55 - loss: 0.1882 - accuracy: 0.9370
 149/1208 [==>...........................] - ETA: 2:12:43 - loss: 0.1880 - accuracy: 0.9370
 150/1208 [==>...........................] - ETA: 2:12:35 - loss: 0.1880 - accuracy: 0.9371
 151/1208 [==>...........................] - ETA: 2:12:26 - loss: 0.1878 - accuracy: 0.9371
 152/1208 [==>...........................] - ETA: 2:12:17 - loss: 0.1873 - accuracy: 0.9374
 153/1208 [==>...........................] - ETA: 2:12:07 - loss: 0.1873 - accuracy: 0.9374
 154/1208 [==>...........................] - ETA: 2:11:56 - loss: 0.1868 - accuracy: 0.9377
 155/1208 [==>...........................] - ETA: 2:11:46 - loss: 0.1872 - accuracy: 0.9376
 156/1208 [==>...........................] - ETA: 2:11:35 - loss: 0.1873 - accuracy: 0.9377
 157/1208 [==>...........................] - ETA: 2:11:26 - loss: 0.1868 - accuracy: 0.9380
 158/1208 [==>...........................] - ETA: 2:11:17 - loss: 0.1872 - accuracy: 0.9380
 159/1208 [==>...........................] - ETA: 2:11:08 - loss: 0.1876 - accuracy: 0.9377
 160/1208 [==>...........................] - ETA: 2:11:00 - loss: 0.1876 - accuracy: 0.9376
 161/1208 [==>...........................] - ETA: 2:10:50 - loss: 0.1874 - accuracy: 0.9379
 162/1208 [===>..........................] - ETA: 2:10:36 - loss: 0.1868 - accuracy: 0.9382
 163/1208 [===>..........................] - ETA: 2:10:28 - loss: 0.1864 - accuracy: 0.9385
 164/1208 [===>..........................] - ETA: 2:10:19 - loss: 0.1866 - accuracy: 0.9385
 165/1208 [===>..........................] - ETA: 2:10:12 - loss: 0.1869 - accuracy: 0.9381
 166/1208 [===>..........................] - ETA: 2:10:07 - loss: 0.1869 - accuracy: 0.9380
 167/1208 [===>..........................] - ETA: 2:10:04 - loss: 0.1869 - accuracy: 0.9382
 168/1208 [===>..........................] - ETA: 2:09:58 - loss: 0.1870 - accuracy: 0.9380
 169/1208 [===>..........................] - ETA: 2:09:54 - loss: 0.1863 - accuracy: 0.9383
 170/1208 [===>..........................] - ETA: 2:09:51 - loss: 0.1858 - accuracy: 0.9385
 171/1208 [===>..........................] - ETA: 2:09:46 - loss: 0.1853 - accuracy: 0.9386
 172/1208 [===>..........................] - ETA: 2:09:43 - loss: 0.1850 - accuracy: 0.9389
 173/1208 [===>..........................] - ETA: 2:09:36 - loss: 0.1854 - accuracy: 0.9389
 174/1208 [===>..........................] - ETA: 2:09:31 - loss: 0.1853 - accuracy: 0.9388
 175/1208 [===>..........................] - ETA: 2:09:27 - loss: 0.1848 - accuracy: 0.9391
 176/1208 [===>..........................] - ETA: 2:09:22 - loss: 0.1848 - accuracy: 0.9390
 177/1208 [===>..........................] - ETA: 2:09:14 - loss: 0.1851 - accuracy: 0.9387
 178/1208 [===>..........................] - ETA: 2:09:08 - loss: 0.1850 - accuracy: 0.9388
 179/1208 [===>..........................] - ETA: 2:09:03 - loss: 0.1850 - accuracy: 0.9389
 180/1208 [===>..........................] - ETA: 2:08:58 - loss: 0.1850 - accuracy: 0.9390
 181/1208 [===>..........................] - ETA: 2:08:53 - loss: 0.1847 - accuracy: 0.9392
 182/1208 [===>..........................] - ETA: 2:08:48 - loss: 0.1852 - accuracy: 0.9391
 183/1208 [===>..........................] - ETA: 2:08:42 - loss: 0.1851 - accuracy: 0.9393
 184/1208 [===>..........................] - ETA: 2:08:36 - loss: 0.1845 - accuracy: 0.9395
 185/1208 [===>..........................] - ETA: 2:08:30 - loss: 0.1840 - accuracy: 0.9397
 186/1208 [===>..........................] - ETA: 2:08:22 - loss: 0.1838 - accuracy: 0.9398
 187/1208 [===>..........................] - ETA: 2:08:19 - loss: 0.1840 - accuracy: 0.9397
 188/1208 [===>..........................] - ETA: 2:08:13 - loss: 0.1840 - accuracy: 0.9396
 189/1208 [===>..........................] - ETA: 2:08:04 - loss: 0.1842 - accuracy: 0.9395
 190/1208 [===>..........................] - ETA: 2:07:59 - loss: 0.1840 - accuracy: 0.9396
 191/1208 [===>..........................] - ETA: 2:07:54 - loss: 0.1839 - accuracy: 0.9396
 192/1208 [===>..........................] - ETA: 2:07:50 - loss: 0.1834 - accuracy: 0.9398
 193/1208 [===>..........................] - ETA: 2:07:46 - loss: 0.1834 - accuracy: 0.9398
 194/1208 [===>..........................] - ETA: 2:07:40 - loss: 0.1834 - accuracy: 0.9398
 195/1208 [===>..........................] - ETA: 2:07:34 - loss: 0.1835 - accuracy: 0.9398
 196/1208 [===>..........................] - ETA: 2:07:32 - loss: 0.1835 - accuracy: 0.9398
 197/1208 [===>..........................] - ETA: 2:07:29 - loss: 0.1830 - accuracy: 0.9400
 198/1208 [===>..........................] - ETA: 2:07:24 - loss: 0.1833 - accuracy: 0.9398
 199/1208 [===>..........................] - ETA: 2:07:21 - loss: 0.1830 - accuracy: 0.9399
 200/1208 [===>..........................] - ETA: 2:07:15 - loss: 0.1825 - accuracy: 0.9401
 201/1208 [===>..........................] - ETA: 2:07:08 - loss: 0.1821 - accuracy: 0.9403
 202/1208 [====>.........................] - ETA: 2:07:03 - loss: 0.1822 - accuracy: 0.9402
 203/1208 [====>.........................] - ETA: 2:06:57 - loss: 0.1823 - accuracy: 0.9402
 204/1208 [====>.........................] - ETA: 2:06:53 - loss: 0.1831 - accuracy: 0.9396
 205/1208 [====>.........................] - ETA: 2:06:46 - loss: 0.1838 - accuracy: 0.9394
 206/1208 [====>.........................] - ETA: 2:06:41 - loss: 0.1836 - accuracy: 0.9395
 207/1208 [====>.........................] - ETA: 2:06:36 - loss: 0.1846 - accuracy: 0.9393
 208/1208 [====>.........................] - ETA: 2:06:30 - loss: 0.1846 - accuracy: 0.9392
 209/1208 [====>.........................] - ETA: 2:06:24 - loss: 0.1848 - accuracy: 0.9391
 210/1208 [====>.........................] - ETA: 2:06:19 - loss: 0.1850 - accuracy: 0.9391
 211/1208 [====>.........................] - ETA: 2:06:13 - loss: 0.1846 - accuracy: 0.9392
 212/1208 [====>.........................] - ETA: 2:06:07 - loss: 0.1853 - accuracy: 0.9390
 213/1208 [====>.........................] - ETA: 2:06:00 - loss: 0.1854 - accuracy: 0.9390
 214/1208 [====>.........................] - ETA: 2:05:54 - loss: 0.1849 - accuracy: 0.9392
 215/1208 [====>.........................] - ETA: 2:05:50 - loss: 0.1845 - accuracy: 0.9392
 216/1208 [====>.........................] - ETA: 2:05:44 - loss: 0.1846 - accuracy: 0.9394
 217/1208 [====>.........................] - ETA: 2:05:37 - loss: 0.1844 - accuracy: 0.9395
 218/1208 [====>.........................] - ETA: 2:05:32 - loss: 0.1848 - accuracy: 0.9394
 219/1208 [====>.........................] - ETA: 2:05:26 - loss: 0.1847 - accuracy: 0.9395
 220/1208 [====>.........................] - ETA: 2:05:19 - loss: 0.1847 - accuracy: 0.9394
 221/1208 [====>.........................] - ETA: 2:05:13 - loss: 0.1849 - accuracy: 0.9394
 222/1208 [====>.........................] - ETA: 2:05:07 - loss: 0.1853 - accuracy: 0.9394
 223/1208 [====>.........................] - ETA: 2:05:00 - loss: 0.1855 - accuracy: 0.9393
 224/1208 [====>.........................] - ETA: 2:04:55 - loss: 0.1858 - accuracy: 0.9393
 225/1208 [====>.........................] - ETA: 2:04:46 - loss: 0.1858 - accuracy: 0.9394
 226/1208 [====>.........................] - ETA: 2:04:34 - loss: 0.1857 - accuracy: 0.9394
 227/1208 [====>.........................] - ETA: 2:04:28 - loss: 0.1856 - accuracy: 0.9393
 228/1208 [====>.........................] - ETA: 2:04:20 - loss: 0.1852 - accuracy: 0.9395
 229/1208 [====>.........................] - ETA: 2:04:16 - loss: 0.1850 - accuracy: 0.9396
 230/1208 [====>.........................] - ETA: 2:04:09 - loss: 0.1845 - accuracy: 0.9398
 231/1208 [====>.........................] - ETA: 2:04:02 - loss: 0.1846 - accuracy: 0.9397
 232/1208 [====>.........................] - ETA: 2:03:58 - loss: 0.1846 - accuracy: 0.9397
 233/1208 [====>.........................] - ETA: 2:03:52 - loss: 0.1846 - accuracy: 0.9398
 234/1208 [====>.........................] - ETA: 2:03:47 - loss: 0.1843 - accuracy: 0.9399
 235/1208 [====>.........................] - ETA: 2:03:41 - loss: 0.1844 - accuracy: 0.9400
 236/1208 [====>.........................] - ETA: 2:03:32 - loss: 0.1842 - accuracy: 0.9400
 237/1208 [====>.........................] - ETA: 2:03:26 - loss: 0.1838 - accuracy: 0.9401
 238/1208 [====>.........................] - ETA: 2:03:21 - loss: 0.1840 - accuracy: 0.9399
 239/1208 [====>.........................] - ETA: 2:03:15 - loss: 0.1839 - accuracy: 0.9399
 240/1208 [====>.........................] - ETA: 2:03:10 - loss: 0.1844 - accuracy: 0.9397
 241/1208 [====>.........................] - ETA: 2:03:03 - loss: 0.1845 - accuracy: 0.9397
 242/1208 [=====>........................] - ETA: 2:02:58 - loss: 0.1848 - accuracy: 0.9396
 243/1208 [=====>........................] - ETA: 2:02:52 - loss: 0.1849 - accuracy: 0.9396
 244/1208 [=====>........................] - ETA: 2:02:46 - loss: 0.1846 - accuracy: 0.9397
 245/1208 [=====>........................] - ETA: 2:02:41 - loss: 0.1844 - accuracy: 0.9398
 246/1208 [=====>........................] - ETA: 2:02:31 - loss: 0.1845 - accuracy: 0.9398
 247/1208 [=====>........................] - ETA: 2:02:21 - loss: 0.1845 - accuracy: 0.9399
 248/1208 [=====>........................] - ETA: 2:02:11 - loss: 0.1845 - accuracy: 0.9400
 249/1208 [=====>........................] - ETA: 2:02:01 - loss: 0.1841 - accuracy: 0.9401
 250/1208 [=====>........................] - ETA: 2:01:52 - loss: 0.1841 - accuracy: 0.9402
 251/1208 [=====>........................] - ETA: 2:01:40 - loss: 0.1838 - accuracy: 0.9404
 252/1208 [=====>........................] - ETA: 2:01:31 - loss: 0.1838 - accuracy: 0.9404
 253/1208 [=====>........................] - ETA: 2:01:21 - loss: 0.1834 - accuracy: 0.9405
 254/1208 [=====>........................] - ETA: 2:01:12 - loss: 0.1833 - accuracy: 0.9406
 255/1208 [=====>........................] - ETA: 2:01:02 - loss: 0.1835 - accuracy: 0.9406
 256/1208 [=====>........................] - ETA: 2:00:52 - loss: 0.1834 - accuracy: 0.9406
 257/1208 [=====>........................] - ETA: 2:00:42 - loss: 0.1832 - accuracy: 0.9407
 258/1208 [=====>........................] - ETA: 2:00:32 - loss: 0.1831 - accuracy: 0.9407
 259/1208 [=====>........................] - ETA: 2:00:23 - loss: 0.1831 - accuracy: 0.9408
 260/1208 [=====>........................] - ETA: 2:00:13 - loss: 0.1827 - accuracy: 0.9409
 261/1208 [=====>........................] - ETA: 2:00:03 - loss: 0.1838 - accuracy: 0.9404
 262/1208 [=====>........................] - ETA: 1:59:52 - loss: 0.1837 - accuracy: 0.9405
 263/1208 [=====>........................] - ETA: 1:59:43 - loss: 0.1836 - accuracy: 0.9405
 264/1208 [=====>........................] - ETA: 1:59:33 - loss: 0.1834 - accuracy: 0.9406
 265/1208 [=====>........................] - ETA: 1:59:23 - loss: 0.1831 - accuracy: 0.9406
 266/1208 [=====>........................] - ETA: 1:59:13 - loss: 0.1832 - accuracy: 0.9406
 267/1208 [=====>........................] - ETA: 1:59:04 - loss: 0.1834 - accuracy: 0.9405
 268/1208 [=====>........................] - ETA: 1:58:55 - loss: 0.1835 - accuracy: 0.9405
 269/1208 [=====>........................] - ETA: 1:58:45 - loss: 0.1835 - accuracy: 0.9405
 270/1208 [=====>........................] - ETA: 1:58:36 - loss: 0.1836 - accuracy: 0.9405
 271/1208 [=====>........................] - ETA: 1:58:26 - loss: 0.1831 - accuracy: 0.9406
 272/1208 [=====>........................] - ETA: 1:58:17 - loss: 0.1831 - accuracy: 0.9406
 273/1208 [=====>........................] - ETA: 1:58:09 - loss: 0.1828 - accuracy: 0.9407
 274/1208 [=====>........................] - ETA: 1:58:00 - loss: 0.1824 - accuracy: 0.9409
 275/1208 [=====>........................] - ETA: 1:57:51 - loss: 0.1827 - accuracy: 0.9407
 276/1208 [=====>........................] - ETA: 1:57:44 - loss: 0.1833 - accuracy: 0.9405
 277/1208 [=====>........................] - ETA: 1:57:36 - loss: 0.1829 - accuracy: 0.9407
 278/1208 [=====>........................] - ETA: 1:57:31 - loss: 0.1826 - accuracy: 0.9408
 279/1208 [=====>........................] - ETA: 1:57:24 - loss: 0.1826 - accuracy: 0.9406
 280/1208 [=====>........................] - ETA: 1:57:18 - loss: 0.1824 - accuracy: 0.9408
 281/1208 [=====>........................] - ETA: 1:57:09 - loss: 0.1827 - accuracy: 0.9407
 282/1208 [======>.......................] - ETA: 1:57:03 - loss: 0.1826 - accuracy: 0.9407
 283/1208 [======>.......................] - ETA: 1:56:57 - loss: 0.1826 - accuracy: 0.9407
 284/1208 [======>.......................] - ETA: 1:56:49 - loss: 0.1827 - accuracy: 0.9406
 285/1208 [======>.......................] - ETA: 1:56:43 - loss: 0.1828 - accuracy: 0.9406
 286/1208 [======>.......................] - ETA: 1:56:37 - loss: 0.1831 - accuracy: 0.9404
 287/1208 [======>.......................] - ETA: 1:56:30 - loss: 0.1832 - accuracy: 0.9404
 288/1208 [======>.......................] - ETA: 1:56:24 - loss: 0.1830 - accuracy: 0.9406
 289/1208 [======>.......................] - ETA: 1:56:17 - loss: 0.1829 - accuracy: 0.9406
 290/1208 [======>.......................] - ETA: 1:56:12 - loss: 0.1826 - accuracy: 0.9407
 291/1208 [======>.......................] - ETA: 1:56:05 - loss: 0.1825 - accuracy: 0.9408
 292/1208 [======>.......................] - ETA: 1:55:59 - loss: 0.1826 - accuracy: 0.9408
 293/1208 [======>.......................] - ETA: 1:55:53 - loss: 0.1824 - accuracy: 0.9409
 294/1208 [======>.......................] - ETA: 1:55:46 - loss: 0.1824 - accuracy: 0.9408
 295/1208 [======>.......................] - ETA: 1:55:41 - loss: 0.1821 - accuracy: 0.9409
 296/1208 [======>.......................] - ETA: 1:55:34 - loss: 0.1823 - accuracy: 0.9409
 297/1208 [======>.......................] - ETA: 1:55:26 - loss: 0.1824 - accuracy: 0.9409
 298/1208 [======>.......................] - ETA: 1:55:18 - loss: 0.1821 - accuracy: 0.9410
 299/1208 [======>.......................] - ETA: 1:55:11 - loss: 0.1820 - accuracy: 0.9409
 300/1208 [======>.......................] - ETA: 1:55:04 - loss: 0.1823 - accuracy: 0.9408
 301/1208 [======>.......................] - ETA: 1:54:56 - loss: 0.1824 - accuracy: 0.9408
 302/1208 [======>.......................] - ETA: 1:54:50 - loss: 0.1825 - accuracy: 0.9406
 303/1208 [======>.......................] - ETA: 1:54:43 - loss: 0.1823 - accuracy: 0.9406
 304/1208 [======>.......................] - ETA: 1:54:35 - loss: 0.1827 - accuracy: 0.9405
 305/1208 [======>.......................] - ETA: 1:54:28 - loss: 0.1824 - accuracy: 0.9406
 306/1208 [======>.......................] - ETA: 1:54:22 - loss: 0.1824 - accuracy: 0.9405
 307/1208 [======>.......................] - ETA: 1:54:15 - loss: 0.1825 - accuracy: 0.9405
 308/1208 [======>.......................] - ETA: 1:54:06 - loss: 0.1822 - accuracy: 0.9406
 309/1208 [======>.......................] - ETA: 1:53:59 - loss: 0.1821 - accuracy: 0.9406
 310/1208 [======>.......................] - ETA: 1:53:53 - loss: 0.1818 - accuracy: 0.9407
 311/1208 [======>.......................] - ETA: 1:53:47 - loss: 0.1819 - accuracy: 0.9407
 312/1208 [======>.......................] - ETA: 1:53:41 - loss: 0.1822 - accuracy: 0.9406
 313/1208 [======>.......................] - ETA: 1:53:33 - loss: 0.1820 - accuracy: 0.9406
 314/1208 [======>.......................] - ETA: 1:53:26 - loss: 0.1820 - accuracy: 0.9407
 315/1208 [======>.......................] - ETA: 1:53:20 - loss: 0.1820 - accuracy: 0.9406
 316/1208 [======>.......................] - ETA: 1:53:14 - loss: 0.1822 - accuracy: 0.9405
 317/1208 [======>.......................] - ETA: 1:53:07 - loss: 0.1820 - accuracy: 0.9407
 318/1208 [======>.......................] - ETA: 1:53:01 - loss: 0.1820 - accuracy: 0.9407
 319/1208 [======>.......................] - ETA: 1:52:55 - loss: 0.1821 - accuracy: 0.9407
 320/1208 [======>.......................] - ETA: 1:52:48 - loss: 0.1823 - accuracy: 0.9406
 321/1208 [======>.......................] - ETA: 1:52:42 - loss: 0.1825 - accuracy: 0.9405
 322/1208 [======>.......................] - ETA: 1:52:35 - loss: 0.1823 - accuracy: 0.9405
 323/1208 [=======>......................] - ETA: 1:52:29 - loss: 0.1826 - accuracy: 0.9404
 324/1208 [=======>......................] - ETA: 1:52:22 - loss: 0.1823 - accuracy: 0.9405
 325/1208 [=======>......................] - ETA: 1:52:15 - loss: 0.1825 - accuracy: 0.9404
 326/1208 [=======>......................] - ETA: 1:52:09 - loss: 0.1825 - accuracy: 0.9403
 327/1208 [=======>......................] - ETA: 1:52:02 - loss: 0.1823 - accuracy: 0.9404
 328/1208 [=======>......................] - ETA: 1:51:56 - loss: 0.1822 - accuracy: 0.9405
 329/1208 [=======>......................] - ETA: 1:51:48 - loss: 0.1820 - accuracy: 0.9405
 330/1208 [=======>......................] - ETA: 1:51:42 - loss: 0.1819 - accuracy: 0.9406
 331/1208 [=======>......................] - ETA: 1:51:35 - loss: 0.1820 - accuracy: 0.9406
 332/1208 [=======>......................] - ETA: 1:51:29 - loss: 0.1820 - accuracy: 0.9407
 333/1208 [=======>......................] - ETA: 1:51:24 - loss: 0.1819 - accuracy: 0.9407
 334/1208 [=======>......................] - ETA: 1:51:18 - loss: 0.1820 - accuracy: 0.9407
 335/1208 [=======>......................] - ETA: 1:51:11 - loss: 0.1817 - accuracy: 0.9409
 336/1208 [=======>......................] - ETA: 1:51:06 - loss: 0.1820 - accuracy: 0.9408
 337/1208 [=======>......................] - ETA: 1:50:59 - loss: 0.1818 - accuracy: 0.9409
 338/1208 [=======>......................] - ETA: 1:50:52 - loss: 0.1818 - accuracy: 0.9409
 339/1208 [=======>......................] - ETA: 1:50:43 - loss: 0.1821 - accuracy: 0.9409
 340/1208 [=======>......................] - ETA: 1:50:36 - loss: 0.1825 - accuracy: 0.9408
 341/1208 [=======>......................] - ETA: 1:50:30 - loss: 0.1826 - accuracy: 0.9407
 342/1208 [=======>......................] - ETA: 1:50:22 - loss: 0.1826 - accuracy: 0.9407
 343/1208 [=======>......................] - ETA: 1:50:15 - loss: 0.1829 - accuracy: 0.9406
 344/1208 [=======>......................] - ETA: 1:50:07 - loss: 0.1827 - accuracy: 0.9406
 345/1208 [=======>......................] - ETA: 1:50:01 - loss: 0.1827 - accuracy: 0.9406
 346/1208 [=======>......................] - ETA: 1:49:54 - loss: 0.1826 - accuracy: 0.9406
 347/1208 [=======>......................] - ETA: 1:49:46 - loss: 0.1826 - accuracy: 0.9406
 348/1208 [=======>......................] - ETA: 1:49:40 - loss: 0.1824 - accuracy: 0.9407
 349/1208 [=======>......................] - ETA: 1:49:33 - loss: 0.1824 - accuracy: 0.9407
 350/1208 [=======>......................] - ETA: 1:49:26 - loss: 0.1824 - accuracy: 0.9407
 351/1208 [=======>......................] - ETA: 1:49:19 - loss: 0.1823 - accuracy: 0.9407
 352/1208 [=======>......................] - ETA: 1:49:13 - loss: 0.1823 - accuracy: 0.9408
 353/1208 [=======>......................] - ETA: 1:49:07 - loss: 0.1821 - accuracy: 0.9409
 354/1208 [=======>......................] - ETA: 1:49:00 - loss: 0.1819 - accuracy: 0.9409
 355/1208 [=======>......................] - ETA: 1:48:53 - loss: 0.1820 - accuracy: 0.9410
 356/1208 [=======>......................] - ETA: 1:48:48 - loss: 0.1819 - accuracy: 0.9410
 357/1208 [=======>......................] - ETA: 1:48:45 - loss: 0.1818 - accuracy: 0.9409
 358/1208 [=======>......................] - ETA: 1:48:40 - loss: 0.1818 - accuracy: 0.9410
 359/1208 [=======>......................] - ETA: 1:48:34 - loss: 0.1817 - accuracy: 0.9411
 360/1208 [=======>......................] - ETA: 1:48:29 - loss: 0.1816 - accuracy: 0.9411
 361/1208 [=======>......................] - ETA: 1:48:23 - loss: 0.1817 - accuracy: 0.9412
 362/1208 [=======>......................] - ETA: 1:48:16 - loss: 0.1815 - accuracy: 0.9412
 363/1208 [========>.....................] - ETA: 1:48:08 - loss: 0.1815 - accuracy: 0.9412
 364/1208 [========>.....................] - ETA: 1:48:01 - loss: 0.1818 - accuracy: 0.9411
 365/1208 [========>.....................] - ETA: 1:47:54 - loss: 0.1817 - accuracy: 0.9411
 366/1208 [========>.....................] - ETA: 1:47:46 - loss: 0.1821 - accuracy: 0.9410
 367/1208 [========>.....................] - ETA: 1:47:39 - loss: 0.1820 - accuracy: 0.9411
 368/1208 [========>.....................] - ETA: 1:47:32 - loss: 0.1822 - accuracy: 0.9410
 369/1208 [========>.....................] - ETA: 1:47:24 - loss: 0.1821 - accuracy: 0.9411
 370/1208 [========>.....................] - ETA: 1:47:17 - loss: 0.1823 - accuracy: 0.9409
 371/1208 [========>.....................] - ETA: 1:47:10 - loss: 0.1824 - accuracy: 0.9409
 372/1208 [========>.....................] - ETA: 1:47:03 - loss: 0.1824 - accuracy: 0.9409
 373/1208 [========>.....................] - ETA: 1:46:56 - loss: 0.1823 - accuracy: 0.9409
 374/1208 [========>.....................] - ETA: 1:46:49 - loss: 0.1822 - accuracy: 0.9410
 375/1208 [========>.....................] - ETA: 1:46:42 - loss: 0.1822 - accuracy: 0.9410
 376/1208 [========>.....................] - ETA: 1:46:35 - loss: 0.1825 - accuracy: 0.9409
 377/1208 [========>.....................] - ETA: 1:46:29 - loss: 0.1822 - accuracy: 0.9409
 378/1208 [========>.....................] - ETA: 1:46:22 - loss: 0.1823 - accuracy: 0.9409
 379/1208 [========>.....................] - ETA: 1:46:15 - loss: 0.1823 - accuracy: 0.9409
 380/1208 [========>.....................] - ETA: 1:46:07 - loss: 0.1822 - accuracy: 0.9409
 381/1208 [========>.....................] - ETA: 1:45:59 - loss: 0.1826 - accuracy: 0.9408
 382/1208 [========>.....................] - ETA: 1:45:52 - loss: 0.1825 - accuracy: 0.9409
 383/1208 [========>.....................] - ETA: 1:45:45 - loss: 0.1825 - accuracy: 0.9408
 384/1208 [========>.....................] - ETA: 1:45:37 - loss: 0.1826 - accuracy: 0.9408
 385/1208 [========>.....................] - ETA: 1:45:30 - loss: 0.1824 - accuracy: 0.9410
 386/1208 [========>.....................] - ETA: 1:45:23 - loss: 0.1822 - accuracy: 0.9411
 387/1208 [========>.....................] - ETA: 1:45:15 - loss: 0.1826 - accuracy: 0.9409
 388/1208 [========>.....................] - ETA: 1:45:09 - loss: 0.1828 - accuracy: 0.9408
 389/1208 [========>.....................] - ETA: 1:45:01 - loss: 0.1827 - accuracy: 0.9409
 390/1208 [========>.....................] - ETA: 1:44:53 - loss: 0.1827 - accuracy: 0.9409
 391/1208 [========>.....................] - ETA: 1:44:45 - loss: 0.1825 - accuracy: 0.9409
 392/1208 [========>.....................] - ETA: 1:44:40 - loss: 0.1824 - accuracy: 0.9410
 393/1208 [========>.....................] - ETA: 1:44:33 - loss: 0.1824 - accuracy: 0.9410
 394/1208 [========>.....................] - ETA: 1:44:30 - loss: 0.1822 - accuracy: 0.9411
 395/1208 [========>.....................] - ETA: 1:44:22 - loss: 0.1826 - accuracy: 0.9410
 396/1208 [========>.....................] - ETA: 1:44:18 - loss: 0.1831 - accuracy: 0.9408
 397/1208 [========>.....................] - ETA: 1:44:12 - loss: 0.1836 - accuracy: 0.9406
 398/1208 [========>.....................] - ETA: 1:44:05 - loss: 0.1841 - accuracy: 0.9405
 399/1208 [========>.....................] - ETA: 1:43:59 - loss: 0.1844 - accuracy: 0.9404
 400/1208 [========>.....................] - ETA: 1:43:53 - loss: 0.1844 - accuracy: 0.9404
 401/1208 [========>.....................] - ETA: 1:43:47 - loss: 0.1842 - accuracy: 0.9405
 402/1208 [========>.....................] - ETA: 1:43:41 - loss: 0.1842 - accuracy: 0.9405
 403/1208 [=========>....................] - ETA: 1:43:35 - loss: 0.1843 - accuracy: 0.9404
 404/1208 [=========>....................] - ETA: 1:43:29 - loss: 0.1843 - accuracy: 0.9404
 405/1208 [=========>....................] - ETA: 1:43:23 - loss: 0.1846 - accuracy: 0.9404
 406/1208 [=========>....................] - ETA: 1:43:18 - loss: 0.1847 - accuracy: 0.9404
 407/1208 [=========>....................] - ETA: 1:43:14 - loss: 0.1847 - accuracy: 0.9404
 408/1208 [=========>....................] - ETA: 1:43:08 - loss: 0.1846 - accuracy: 0.9404
 409/1208 [=========>....................] - ETA: 1:43:02 - loss: 0.1845 - accuracy: 0.9405
 410/1208 [=========>....................] - ETA: 1:42:57 - loss: 0.1844 - accuracy: 0.9405
 411/1208 [=========>....................] - ETA: 1:42:51 - loss: 0.1841 - accuracy: 0.9406
 412/1208 [=========>....................] - ETA: 1:42:45 - loss: 0.1842 - accuracy: 0.9405
 413/1208 [=========>....................] - ETA: 1:42:38 - loss: 0.1840 - accuracy: 0.9406
 414/1208 [=========>....................] - ETA: 1:42:32 - loss: 0.1840 - accuracy: 0.9406
 415/1208 [=========>....................] - ETA: 1:42:28 - loss: 0.1840 - accuracy: 0.9407
 416/1208 [=========>....................] - ETA: 1:42:21 - loss: 0.1841 - accuracy: 0.9406
 417/1208 [=========>....................] - ETA: 1:42:14 - loss: 0.1844 - accuracy: 0.9405
 418/1208 [=========>....................] - ETA: 1:42:09 - loss: 0.1845 - accuracy: 0.9405
 419/1208 [=========>....................] - ETA: 1:42:04 - loss: 0.1843 - accuracy: 0.9406
 420/1208 [=========>....................] - ETA: 1:41:57 - loss: 0.1846 - accuracy: 0.9405
 421/1208 [=========>....................] - ETA: 1:41:50 - loss: 0.1844 - accuracy: 0.9405
 422/1208 [=========>....................] - ETA: 1:41:43 - loss: 0.1842 - accuracy: 0.9406
 423/1208 [=========>....................] - ETA: 1:41:37 - loss: 0.1843 - accuracy: 0.9406
 424/1208 [=========>....................] - ETA: 1:41:31 - loss: 0.1843 - accuracy: 0.9406
 425/1208 [=========>....................] - ETA: 1:41:25 - loss: 0.1844 - accuracy: 0.9406
 426/1208 [=========>....................] - ETA: 1:41:19 - loss: 0.1843 - accuracy: 0.9405
 427/1208 [=========>....................] - ETA: 1:41:12 - loss: 0.1842 - accuracy: 0.9406
 428/1208 [=========>....................] - ETA: 1:41:06 - loss: 0.1842 - accuracy: 0.9406
 429/1208 [=========>....................] - ETA: 1:40:59 - loss: 0.1843 - accuracy: 0.9406
 430/1208 [=========>....................] - ETA: 1:40:53 - loss: 0.1841 - accuracy: 0.9407
 431/1208 [=========>....................] - ETA: 1:40:48 - loss: 0.1839 - accuracy: 0.9407
 432/1208 [=========>....................] - ETA: 1:40:42 - loss: 0.1843 - accuracy: 0.9404
 433/1208 [=========>....................] - ETA: 1:40:36 - loss: 0.1845 - accuracy: 0.9404
 434/1208 [=========>....................] - ETA: 1:40:30 - loss: 0.1844 - accuracy: 0.9405
 435/1208 [=========>....................] - ETA: 1:40:22 - loss: 0.1843 - accuracy: 0.9406
 436/1208 [=========>....................] - ETA: 1:40:16 - loss: 0.1843 - accuracy: 0.9406
 437/1208 [=========>....................] - ETA: 1:40:09 - loss: 0.1845 - accuracy: 0.9405
 438/1208 [=========>....................] - ETA: 1:40:03 - loss: 0.1845 - accuracy: 0.9405
 439/1208 [=========>....................] - ETA: 1:39:56 - loss: 0.1844 - accuracy: 0.9406
 440/1208 [=========>....................] - ETA: 1:39:50 - loss: 0.1845 - accuracy: 0.9405
 441/1208 [=========>....................] - ETA: 1:39:44 - loss: 0.1846 - accuracy: 0.9405
 442/1208 [=========>....................] - ETA: 1:39:38 - loss: 0.1845 - accuracy: 0.9406
 443/1208 [==========>...................] - ETA: 1:39:32 - loss: 0.1844 - accuracy: 0.9406
 444/1208 [==========>...................] - ETA: 1:39:26 - loss: 0.1846 - accuracy: 0.9406
 445/1208 [==========>...................] - ETA: 1:39:19 - loss: 0.1847 - accuracy: 0.9406
 446/1208 [==========>...................] - ETA: 1:39:13 - loss: 0.1848 - accuracy: 0.9405
 447/1208 [==========>...................] - ETA: 1:39:06 - loss: 0.1849 - accuracy: 0.9404
 448/1208 [==========>...................] - ETA: 1:39:00 - loss: 0.1847 - accuracy: 0.9405
 449/1208 [==========>...................] - ETA: 1:38:54 - loss: 0.1846 - accuracy: 0.9405
 450/1208 [==========>...................] - ETA: 1:38:52 - loss: 0.1846 - accuracy: 0.9405
 451/1208 [==========>...................] - ETA: 1:38:47 - loss: 0.1847 - accuracy: 0.9404
 452/1208 [==========>...................] - ETA: 1:38:44 - loss: 0.1845 - accuracy: 0.9405
 453/1208 [==========>...................] - ETA: 1:38:41 - loss: 0.1845 - accuracy: 0.9406
 454/1208 [==========>...................] - ETA: 1:38:37 - loss: 0.1845 - accuracy: 0.9405
 455/1208 [==========>...................] - ETA: 1:38:34 - loss: 0.1844 - accuracy: 0.9406
 456/1208 [==========>...................] - ETA: 1:38:31 - loss: 0.1843 - accuracy: 0.9405
 457/1208 [==========>...................] - ETA: 1:38:29 - loss: 0.1843 - accuracy: 0.9405
 458/1208 [==========>...................] - ETA: 1:38:25 - loss: 0.1845 - accuracy: 0.9405
 459/1208 [==========>...................] - ETA: 1:38:22 - loss: 0.1843 - accuracy: 0.9406
 460/1208 [==========>...................] - ETA: 1:38:19 - loss: 0.1842 - accuracy: 0.9406
 461/1208 [==========>...................] - ETA: 1:38:15 - loss: 0.1841 - accuracy: 0.9406
 462/1208 [==========>...................] - ETA: 1:38:12 - loss: 0.1842 - accuracy: 0.9406
 463/1208 [==========>...................] - ETA: 1:38:08 - loss: 0.1841 - accuracy: 0.9406
 464/1208 [==========>...................] - ETA: 1:38:04 - loss: 0.1841 - accuracy: 0.9406
 465/1208 [==========>...................] - ETA: 1:38:01 - loss: 0.1840 - accuracy: 0.9407
 466/1208 [==========>...................] - ETA: 1:37:59 - loss: 0.1842 - accuracy: 0.9406
 467/1208 [==========>...................] - ETA: 1:37:56 - loss: 0.1842 - accuracy: 0.9405
 468/1208 [==========>...................] - ETA: 1:37:52 - loss: 0.1844 - accuracy: 0.9405
 469/1208 [==========>...................] - ETA: 1:37:49 - loss: 0.1843 - accuracy: 0.9405
 470/1208 [==========>...................] - ETA: 1:37:46 - loss: 0.1843 - accuracy: 0.9405
 471/1208 [==========>...................] - ETA: 1:37:42 - loss: 0.1842 - accuracy: 0.9405
 472/1208 [==========>...................] - ETA: 1:37:36 - loss: 0.1843 - accuracy: 0.9405
 473/1208 [==========>...................] - ETA: 1:37:33 - loss: 0.1842 - accuracy: 0.9406
 474/1208 [==========>...................] - ETA: 1:37:29 - loss: 0.1843 - accuracy: 0.9406
 475/1208 [==========>...................] - ETA: 1:37:23 - loss: 0.1844 - accuracy: 0.9405
 476/1208 [==========>...................] - ETA: 1:37:17 - loss: 0.1845 - accuracy: 0.9404
 477/1208 [==========>...................] - ETA: 1:37:13 - loss: 0.1845 - accuracy: 0.9403
 478/1208 [==========>...................] - ETA: 1:37:07 - loss: 0.1844 - accuracy: 0.9404
 479/1208 [==========>...................] - ETA: 1:37:01 - loss: 0.1846 - accuracy: 0.9403
 480/1208 [==========>...................] - ETA: 1:36:54 - loss: 0.1848 - accuracy: 0.9403
 481/1208 [==========>...................] - ETA: 1:36:49 - loss: 0.1847 - accuracy: 0.9403
 482/1208 [==========>...................] - ETA: 1:36:44 - loss: 0.1848 - accuracy: 0.9403
 483/1208 [==========>...................] - ETA: 1:36:39 - loss: 0.1848 - accuracy: 0.9403
 484/1208 [===========>..................] - ETA: 1:36:33 - loss: 0.1848 - accuracy: 0.9403
 485/1208 [===========>..................] - ETA: 1:36:29 - loss: 0.1847 - accuracy: 0.9404
 486/1208 [===========>..................] - ETA: 1:36:24 - loss: 0.1847 - accuracy: 0.9404
 487/1208 [===========>..................] - ETA: 1:36:19 - loss: 0.1848 - accuracy: 0.9404
 488/1208 [===========>..................] - ETA: 1:36:14 - loss: 0.1848 - accuracy: 0.9404
 489/1208 [===========>..................] - ETA: 1:36:09 - loss: 0.1847 - accuracy: 0.9405
 490/1208 [===========>..................] - ETA: 1:36:03 - loss: 0.1849 - accuracy: 0.9404
 491/1208 [===========>..................] - ETA: 1:35:58 - loss: 0.1849 - accuracy: 0.9404
 492/1208 [===========>..................] - ETA: 1:35:53 - loss: 0.1851 - accuracy: 0.9403
 493/1208 [===========>..................] - ETA: 1:35:48 - loss: 0.1849 - accuracy: 0.9403
 494/1208 [===========>..................] - ETA: 1:35:44 - loss: 0.1851 - accuracy: 0.9402
 495/1208 [===========>..................] - ETA: 1:35:38 - loss: 0.1850 - accuracy: 0.9403
 496/1208 [===========>..................] - ETA: 1:35:32 - loss: 0.1850 - accuracy: 0.9402
 497/1208 [===========>..................] - ETA: 1:35:28 - loss: 0.1850 - accuracy: 0.9403
 498/1208 [===========>..................] - ETA: 1:35:22 - loss: 0.1853 - accuracy: 0.9402
 499/1208 [===========>..................] - ETA: 1:35:18 - loss: 0.1851 - accuracy: 0.9403
 500/1208 [===========>..................] - ETA: 1:35:13 - loss: 0.1851 - accuracy: 0.9403
 501/1208 [===========>..................] - ETA: 1:35:08 - loss: 0.1853 - accuracy: 0.9402
 502/1208 [===========>..................] - ETA: 1:35:03 - loss: 0.1854 - accuracy: 0.9401
 503/1208 [===========>..................] - ETA: 1:34:58 - loss: 0.1854 - accuracy: 0.9402
 504/1208 [===========>..................] - ETA: 1:34:53 - loss: 0.1852 - accuracy: 0.9403
 505/1208 [===========>..................] - ETA: 1:34:50 - loss: 0.1851 - accuracy: 0.9403
 506/1208 [===========>..................] - ETA: 1:34:46 - loss: 0.1854 - accuracy: 0.9402
 507/1208 [===========>..................] - ETA: 1:34:42 - loss: 0.1855 - accuracy: 0.9401
 508/1208 [===========>..................] - ETA: 1:34:37 - loss: 0.1856 - accuracy: 0.9400
 509/1208 [===========>..................] - ETA: 1:34:32 - loss: 0.1854 - accuracy: 0.9401
 510/1208 [===========>..................] - ETA: 1:34:27 - loss: 0.1852 - accuracy: 0.9401
 511/1208 [===========>..................] - ETA: 1:34:22 - loss: 0.1851 - accuracy: 0.9402
 512/1208 [===========>..................] - ETA: 1:34:18 - loss: 0.1851 - accuracy: 0.9401
 513/1208 [===========>..................] - ETA: 1:34:13 - loss: 0.1851 - accuracy: 0.9401
 514/1208 [===========>..................] - ETA: 1:34:10 - loss: 0.1853 - accuracy: 0.9401
 515/1208 [===========>..................] - ETA: 1:34:05 - loss: 0.1852 - accuracy: 0.9401
 516/1208 [===========>..................] - ETA: 1:34:00 - loss: 0.1850 - accuracy: 0.9401
 517/1208 [===========>..................] - ETA: 1:33:56 - loss: 0.1850 - accuracy: 0.9401
 518/1208 [===========>..................] - ETA: 1:33:51 - loss: 0.1854 - accuracy: 0.9401
 519/1208 [===========>..................] - ETA: 1:33:46 - loss: 0.1853 - accuracy: 0.9401
 520/1208 [===========>..................] - ETA: 1:33:41 - loss: 0.1853 - accuracy: 0.9401
 521/1208 [===========>..................] - ETA: 1:33:37 - loss: 0.1853 - accuracy: 0.9400
 522/1208 [===========>..................] - ETA: 1:33:32 - loss: 0.1853 - accuracy: 0.9400
 523/1208 [===========>..................] - ETA: 1:33:26 - loss: 0.1853 - accuracy: 0.9400
 524/1208 [============>.................] - ETA: 1:33:22 - loss: 0.1854 - accuracy: 0.9400
 525/1208 [============>.................] - ETA: 1:33:16 - loss: 0.1854 - accuracy: 0.9400
 526/1208 [============>.................] - ETA: 1:33:15 - loss: 0.1854 - accuracy: 0.9400
 527/1208 [============>.................] - ETA: 1:33:12 - loss: 0.1854 - accuracy: 0.9400
 528/1208 [============>.................] - ETA: 1:33:08 - loss: 0.1854 - accuracy: 0.9400
 529/1208 [============>.................] - ETA: 1:33:06 - loss: 0.1856 - accuracy: 0.9399
 530/1208 [============>.................] - ETA: 1:33:04 - loss: 0.1857 - accuracy: 0.9399
 531/1208 [============>.................] - ETA: 1:33:02 - loss: 0.1855 - accuracy: 0.9400
 532/1208 [============>.................] - ETA: 1:33:00 - loss: 0.1855 - accuracy: 0.9399
 533/1208 [============>.................] - ETA: 1:32:57 - loss: 0.1857 - accuracy: 0.9399
 534/1208 [============>.................] - ETA: 1:32:55 - loss: 0.1857 - accuracy: 0.9398
 535/1208 [============>.................] - ETA: 1:32:52 - loss: 0.1855 - accuracy: 0.9399
 536/1208 [============>.................] - ETA: 1:32:49 - loss: 0.1858 - accuracy: 0.9398
 537/1208 [============>.................] - ETA: 1:32:45 - loss: 0.1860 - accuracy: 0.9398
 538/1208 [============>.................] - ETA: 1:32:40 - loss: 0.1862 - accuracy: 0.9398
 539/1208 [============>.................] - ETA: 1:32:35 - loss: 0.1861 - accuracy: 0.9398
 540/1208 [============>.................] - ETA: 1:32:31 - loss: 0.1860 - accuracy: 0.9399
 541/1208 [============>.................] - ETA: 1:32:25 - loss: 0.1862 - accuracy: 0.9399
 542/1208 [============>.................] - ETA: 1:32:20 - loss: 0.1862 - accuracy: 0.9399
 543/1208 [============>.................] - ETA: 1:32:14 - loss: 0.1861 - accuracy: 0.9399
 544/1208 [============>.................] - ETA: 1:32:09 - loss: 0.1860 - accuracy: 0.9400
 545/1208 [============>.................] - ETA: 1:32:03 - loss: 0.1859 - accuracy: 0.9400
 546/1208 [============>.................] - ETA: 1:31:59 - loss: 0.1860 - accuracy: 0.9399
 547/1208 [============>.................] - ETA: 1:31:55 - loss: 0.1861 - accuracy: 0.9398
 548/1208 [============>.................] - ETA: 1:31:49 - loss: 0.1860 - accuracy: 0.9399
 549/1208 [============>.................] - ETA: 1:31:43 - loss: 0.1862 - accuracy: 0.9398
 550/1208 [============>.................] - ETA: 1:31:38 - loss: 0.1863 - accuracy: 0.9398
 551/1208 [============>.................] - ETA: 1:31:32 - loss: 0.1861 - accuracy: 0.9398
 552/1208 [============>.................] - ETA: 1:31:26 - loss: 0.1865 - accuracy: 0.9397
 553/1208 [============>.................] - ETA: 1:31:20 - loss: 0.1866 - accuracy: 0.9396
 554/1208 [============>.................] - ETA: 1:31:15 - loss: 0.1865 - accuracy: 0.9396
 555/1208 [============>.................] - ETA: 1:31:11 - loss: 0.1867 - accuracy: 0.9395
 556/1208 [============>.................] - ETA: 1:31:03 - loss: 0.1867 - accuracy: 0.9395
 557/1208 [============>.................] - ETA: 1:30:59 - loss: 0.1868 - accuracy: 0.9394
 558/1208 [============>.................] - ETA: 1:30:56 - loss: 0.1867 - accuracy: 0.9395
 559/1208 [============>.................] - ETA: 1:30:52 - loss: 0.1867 - accuracy: 0.9395
 560/1208 [============>.................] - ETA: 1:30:47 - loss: 0.1867 - accuracy: 0.9395
 561/1208 [============>.................] - ETA: 1:30:43 - loss: 0.1867 - accuracy: 0.9394
 562/1208 [============>.................] - ETA: 1:30:38 - loss: 0.1868 - accuracy: 0.9394
 563/1208 [============>.................] - ETA: 1:30:32 - loss: 0.1868 - accuracy: 0.9394
 564/1208 [=============>................] - ETA: 1:30:28 - loss: 0.1869 - accuracy: 0.9393
 565/1208 [=============>................] - ETA: 1:30:24 - loss: 0.1869 - accuracy: 0.9393
 566/1208 [=============>................] - ETA: 1:30:19 - loss: 0.1869 - accuracy: 0.9393
 567/1208 [=============>................] - ETA: 1:30:14 - loss: 0.1870 - accuracy: 0.9393
 568/1208 [=============>................] - ETA: 1:30:10 - loss: 0.1869 - accuracy: 0.9393
 569/1208 [=============>................] - ETA: 1:30:06 - loss: 0.1868 - accuracy: 0.9393
 570/1208 [=============>................] - ETA: 1:30:01 - loss: 0.1869 - accuracy: 0.9392
 571/1208 [=============>................] - ETA: 1:29:57 - loss: 0.1870 - accuracy: 0.9392
 572/1208 [=============>................] - ETA: 1:29:53 - loss: 0.1870 - accuracy: 0.9392
 573/1208 [=============>................] - ETA: 1:29:48 - loss: 0.1870 - accuracy: 0.9392
 574/1208 [=============>................] - ETA: 1:29:43 - loss: 0.1871 - accuracy: 0.9391
 575/1208 [=============>................] - ETA: 1:29:39 - loss: 0.1871 - accuracy: 0.9392
 576/1208 [=============>................] - ETA: 1:29:35 - loss: 0.1871 - accuracy: 0.9392
 577/1208 [=============>................] - ETA: 1:29:31 - loss: 0.1871 - accuracy: 0.9391
 578/1208 [=============>................] - ETA: 1:29:26 - loss: 0.1870 - accuracy: 0.9392
 579/1208 [=============>................] - ETA: 1:29:21 - loss: 0.1869 - accuracy: 0.9392
 580/1208 [=============>................] - ETA: 1:29:17 - loss: 0.1872 - accuracy: 0.9391
 581/1208 [=============>................] - ETA: 1:29:14 - loss: 0.1872 - accuracy: 0.9390
 582/1208 [=============>................] - ETA: 1:29:11 - loss: 0.1872 - accuracy: 0.9391
 583/1208 [=============>................] - ETA: 1:29:07 - loss: 0.1872 - accuracy: 0.9391
 584/1208 [=============>................] - ETA: 1:29:03 - loss: 0.1872 - accuracy: 0.9391
 585/1208 [=============>................] - ETA: 1:28:59 - loss: 0.1872 - accuracy: 0.9390
 586/1208 [=============>................] - ETA: 1:28:55 - loss: 0.1871 - accuracy: 0.9391
 587/1208 [=============>................] - ETA: 1:28:51 - loss: 0.1871 - accuracy: 0.9391
 588/1208 [=============>................] - ETA: 1:28:47 - loss: 0.1870 - accuracy: 0.9391
 589/1208 [=============>................] - ETA: 1:28:44 - loss: 0.1872 - accuracy: 0.9391
 590/1208 [=============>................] - ETA: 1:28:39 - loss: 0.1873 - accuracy: 0.9391
 591/1208 [=============>................] - ETA: 1:28:35 - loss: 0.1872 - accuracy: 0.9392
 592/1208 [=============>................] - ETA: 1:28:30 - loss: 0.1874 - accuracy: 0.9391
 593/1208 [=============>................] - ETA: 1:28:26 - loss: 0.1875 - accuracy: 0.9390
 594/1208 [=============>................] - ETA: 1:28:22 - loss: 0.1876 - accuracy: 0.9390
 595/1208 [=============>................] - ETA: 1:28:17 - loss: 0.1875 - accuracy: 0.9390
 596/1208 [=============>................] - ETA: 1:28:13 - loss: 0.1876 - accuracy: 0.9390
 597/1208 [=============>................] - ETA: 1:28:08 - loss: 0.1875 - accuracy: 0.9390
 598/1208 [=============>................] - ETA: 1:28:04 - loss: 0.1878 - accuracy: 0.9389
 599/1208 [=============>................] - ETA: 1:27:59 - loss: 0.1876 - accuracy: 0.9390
 600/1208 [=============>................] - ETA: 1:27:53 - loss: 0.1876 - accuracy: 0.9390
 601/1208 [=============>................] - ETA: 1:27:48 - loss: 0.1877 - accuracy: 0.9389
 602/1208 [=============>................] - ETA: 1:27:43 - loss: 0.1876 - accuracy: 0.9390
 603/1208 [=============>................] - ETA: 1:27:38 - loss: 0.1876 - accuracy: 0.9390
 604/1208 [==============>...............] - ETA: 1:27:33 - loss: 0.1876 - accuracy: 0.9390
 605/1208 [==============>...............] - ETA: 1:27:26 - loss: 0.1875 - accuracy: 0.9389
 606/1208 [==============>...............] - ETA: 1:27:21 - loss: 0.1875 - accuracy: 0.9389
 607/1208 [==============>...............] - ETA: 1:27:16 - loss: 0.1875 - accuracy: 0.9389
 608/1208 [==============>...............] - ETA: 1:27:09 - loss: 0.1874 - accuracy: 0.9389
 609/1208 [==============>...............] - ETA: 1:27:03 - loss: 0.1876 - accuracy: 0.9389
 610/1208 [==============>...............] - ETA: 1:26:58 - loss: 0.1877 - accuracy: 0.9388
 611/1208 [==============>...............] - ETA: 1:26:52 - loss: 0.1876 - accuracy: 0.9388
 612/1208 [==============>...............] - ETA: 1:26:44 - loss: 0.1877 - accuracy: 0.9388
 613/1208 [==============>...............] - ETA: 1:26:36 - loss: 0.1876 - accuracy: 0.9389
 614/1208 [==============>...............] - ETA: 1:26:29 - loss: 0.1876 - accuracy: 0.9388
 615/1208 [==============>...............] - ETA: 1:26:22 - loss: 0.1876 - accuracy: 0.9388
 616/1208 [==============>...............] - ETA: 1:26:14 - loss: 0.1877 - accuracy: 0.9388
 617/1208 [==============>...............] - ETA: 1:26:07 - loss: 0.1876 - accuracy: 0.9388
 618/1208 [==============>...............] - ETA: 1:25:59 - loss: 0.1880 - accuracy: 0.9387
 619/1208 [==============>...............] - ETA: 1:25:52 - loss: 0.1880 - accuracy: 0.9387
 620/1208 [==============>...............] - ETA: 1:25:45 - loss: 0.1878 - accuracy: 0.9388
 621/1208 [==============>...............] - ETA: 1:25:38 - loss: 0.1878 - accuracy: 0.9387
 622/1208 [==============>...............] - ETA: 1:25:31 - loss: 0.1877 - accuracy: 0.9388
 623/1208 [==============>...............] - ETA: 1:25:25 - loss: 0.1876 - accuracy: 0.9388
 624/1208 [==============>...............] - ETA: 1:25:20 - loss: 0.1875 - accuracy: 0.9388
 625/1208 [==============>...............] - ETA: 1:25:14 - loss: 0.1875 - accuracy: 0.9388
 626/1208 [==============>...............] - ETA: 1:25:08 - loss: 0.1875 - accuracy: 0.9389
 627/1208 [==============>...............] - ETA: 1:25:04 - loss: 0.1875 - accuracy: 0.9389
 628/1208 [==============>...............] - ETA: 1:24:58 - loss: 0.1876 - accuracy: 0.9388
 629/1208 [==============>...............] - ETA: 1:24:52 - loss: 0.1876 - accuracy: 0.9388
 630/1208 [==============>...............] - ETA: 1:24:47 - loss: 0.1877 - accuracy: 0.9387
 631/1208 [==============>...............] - ETA: 1:24:42 - loss: 0.1876 - accuracy: 0.9387
 632/1208 [==============>...............] - ETA: 1:24:36 - loss: 0.1877 - accuracy: 0.9387
 633/1208 [==============>...............] - ETA: 1:24:31 - loss: 0.1876 - accuracy: 0.9387
 634/1208 [==============>...............] - ETA: 1:24:25 - loss: 0.1877 - accuracy: 0.9387
 635/1208 [==============>...............] - ETA: 1:24:19 - loss: 0.1877 - accuracy: 0.9387
 636/1208 [==============>...............] - ETA: 1:24:13 - loss: 0.1878 - accuracy: 0.9386
 637/1208 [==============>...............] - ETA: 1:24:08 - loss: 0.1877 - accuracy: 0.9386
 638/1208 [==============>...............] - ETA: 1:24:02 - loss: 0.1878 - accuracy: 0.9386
 639/1208 [==============>...............] - ETA: 1:23:56 - loss: 0.1879 - accuracy: 0.9385
 640/1208 [==============>...............] - ETA: 1:23:51 - loss: 0.1879 - accuracy: 0.9385
 641/1208 [==============>...............] - ETA: 1:23:45 - loss: 0.1878 - accuracy: 0.9385
 642/1208 [==============>...............] - ETA: 1:23:39 - loss: 0.1877 - accuracy: 0.9385
 643/1208 [==============>...............] - ETA: 1:23:33 - loss: 0.1877 - accuracy: 0.9385
 644/1208 [==============>...............] - ETA: 1:23:28 - loss: 0.1876 - accuracy: 0.9385
 645/1208 [===============>..............] - ETA: 1:23:22 - loss: 0.1876 - accuracy: 0.9386
 646/1208 [===============>..............] - ETA: 1:23:17 - loss: 0.1878 - accuracy: 0.9385
 647/1208 [===============>..............] - ETA: 1:23:10 - loss: 0.1879 - accuracy: 0.9384
 648/1208 [===============>..............] - ETA: 1:23:04 - loss: 0.1878 - accuracy: 0.9384
 649/1208 [===============>..............] - ETA: 1:22:58 - loss: 0.1879 - accuracy: 0.9384
 650/1208 [===============>..............] - ETA: 1:22:52 - loss: 0.1879 - accuracy: 0.9384
 651/1208 [===============>..............] - ETA: 1:22:46 - loss: 0.1877 - accuracy: 0.9385
 652/1208 [===============>..............] - ETA: 1:22:41 - loss: 0.1877 - accuracy: 0.9385
 653/1208 [===============>..............] - ETA: 1:22:35 - loss: 0.1875 - accuracy: 0.9386
 654/1208 [===============>..............] - ETA: 1:22:28 - loss: 0.1878 - accuracy: 0.9384
 655/1208 [===============>..............] - ETA: 1:22:22 - loss: 0.1878 - accuracy: 0.9383
 656/1208 [===============>..............] - ETA: 1:22:17 - loss: 0.1878 - accuracy: 0.9383
 657/1208 [===============>..............] - ETA: 1:22:11 - loss: 0.1880 - accuracy: 0.9383
 658/1208 [===============>..............] - ETA: 1:22:05 - loss: 0.1879 - accuracy: 0.9383
 659/1208 [===============>..............] - ETA: 1:21:59 - loss: 0.1879 - accuracy: 0.9383
 660/1208 [===============>..............] - ETA: 1:21:53 - loss: 0.1880 - accuracy: 0.9383
 661/1208 [===============>..............] - ETA: 1:21:48 - loss: 0.1880 - accuracy: 0.9383
 662/1208 [===============>..............] - ETA: 1:21:42 - loss: 0.1879 - accuracy: 0.9383
 663/1208 [===============>..............] - ETA: 1:21:36 - loss: 0.1878 - accuracy: 0.9383
 664/1208 [===============>..............] - ETA: 1:21:30 - loss: 0.1878 - accuracy: 0.9383
 665/1208 [===============>..............] - ETA: 1:21:23 - loss: 0.1880 - accuracy: 0.9383
 666/1208 [===============>..............] - ETA: 1:21:17 - loss: 0.1879 - accuracy: 0.9383
 667/1208 [===============>..............] - ETA: 1:21:11 - loss: 0.1878 - accuracy: 0.9383
 668/1208 [===============>..............] - ETA: 1:21:05 - loss: 0.1878 - accuracy: 0.9383
 669/1208 [===============>..............] - ETA: 1:20:59 - loss: 0.1879 - accuracy: 0.9383
 670/1208 [===============>..............] - ETA: 1:20:53 - loss: 0.1880 - accuracy: 0.9382
 671/1208 [===============>..............] - ETA: 1:20:47 - loss: 0.1880 - accuracy: 0.9383
 672/1208 [===============>..............] - ETA: 1:20:40 - loss: 0.1879 - accuracy: 0.9383
 673/1208 [===============>..............] - ETA: 1:20:34 - loss: 0.1878 - accuracy: 0.9384
 674/1208 [===============>..............] - ETA: 1:20:28 - loss: 0.1878 - accuracy: 0.9384
 675/1208 [===============>..............] - ETA: 1:20:22 - loss: 0.1878 - accuracy: 0.9383
 676/1208 [===============>..............] - ETA: 1:20:16 - loss: 0.1878 - accuracy: 0.9383
 677/1208 [===============>..............] - ETA: 1:20:09 - loss: 0.1878 - accuracy: 0.9384
 678/1208 [===============>..............] - ETA: 1:20:03 - loss: 0.1877 - accuracy: 0.9383
 679/1208 [===============>..............] - ETA: 1:19:57 - loss: 0.1878 - accuracy: 0.9383
 680/1208 [===============>..............] - ETA: 1:19:50 - loss: 0.1876 - accuracy: 0.9384
 681/1208 [===============>..............] - ETA: 1:19:43 - loss: 0.1877 - accuracy: 0.9383
 682/1208 [===============>..............] - ETA: 1:19:37 - loss: 0.1876 - accuracy: 0.9383
 683/1208 [===============>..............] - ETA: 1:19:30 - loss: 0.1877 - accuracy: 0.9383
 684/1208 [===============>..............] - ETA: 1:19:23 - loss: 0.1876 - accuracy: 0.9383
 685/1208 [================>.............] - ETA: 1:19:17 - loss: 0.1876 - accuracy: 0.9383
 686/1208 [================>.............] - ETA: 1:19:10 - loss: 0.1875 - accuracy: 0.9383
 687/1208 [================>.............] - ETA: 1:19:03 - loss: 0.1876 - accuracy: 0.9383
 688/1208 [================>.............] - ETA: 1:18:57 - loss: 0.1876 - accuracy: 0.9383
 689/1208 [================>.............] - ETA: 1:18:50 - loss: 0.1875 - accuracy: 0.9383
 690/1208 [================>.............] - ETA: 1:18:43 - loss: 0.1877 - accuracy: 0.9383
 691/1208 [================>.............] - ETA: 1:18:36 - loss: 0.1876 - accuracy: 0.9383
 692/1208 [================>.............] - ETA: 1:18:29 - loss: 0.1876 - accuracy: 0.9384
 693/1208 [================>.............] - ETA: 1:18:21 - loss: 0.1874 - accuracy: 0.9384
 694/1208 [================>.............] - ETA: 1:18:15 - loss: 0.1875 - accuracy: 0.9384
 695/1208 [================>.............] - ETA: 1:18:09 - loss: 0.1876 - accuracy: 0.9384
 696/1208 [================>.............] - ETA: 1:18:02 - loss: 0.1877 - accuracy: 0.9384
 697/1208 [================>.............] - ETA: 1:17:55 - loss: 0.1879 - accuracy: 0.9383
 698/1208 [================>.............] - ETA: 1:17:50 - loss: 0.1877 - accuracy: 0.9384
 699/1208 [================>.............] - ETA: 1:17:43 - loss: 0.1878 - accuracy: 0.9383
 700/1208 [================>.............] - ETA: 1:17:36 - loss: 0.1879 - accuracy: 0.9383
 701/1208 [================>.............] - ETA: 1:17:28 - loss: 0.1878 - accuracy: 0.9383
 702/1208 [================>.............] - ETA: 1:17:21 - loss: 0.1876 - accuracy: 0.9384
 703/1208 [================>.............] - ETA: 1:17:14 - loss: 0.1875 - accuracy: 0.9384
 704/1208 [================>.............] - ETA: 1:17:06 - loss: 0.1874 - accuracy: 0.9385
 705/1208 [================>.............] - ETA: 1:16:59 - loss: 0.1873 - accuracy: 0.9385
 706/1208 [================>.............] - ETA: 1:16:52 - loss: 0.1874 - accuracy: 0.9385
 707/1208 [================>.............] - ETA: 1:16:45 - loss: 0.1873 - accuracy: 0.9385
 708/1208 [================>.............] - ETA: 1:16:39 - loss: 0.1872 - accuracy: 0.9385
 709/1208 [================>.............] - ETA: 1:16:31 - loss: 0.1872 - accuracy: 0.9385
 710/1208 [================>.............] - ETA: 1:16:24 - loss: 0.1873 - accuracy: 0.9385
 711/1208 [================>.............] - ETA: 1:16:16 - loss: 0.1872 - accuracy: 0.9385
 712/1208 [================>.............] - ETA: 1:16:09 - loss: 0.1871 - accuracy: 0.9386
 713/1208 [================>.............] - ETA: 1:16:02 - loss: 0.1870 - accuracy: 0.9386
 714/1208 [================>.............] - ETA: 1:15:56 - loss: 0.1870 - accuracy: 0.9386
 715/1208 [================>.............] - ETA: 1:15:49 - loss: 0.1871 - accuracy: 0.9385
 716/1208 [================>.............] - ETA: 1:15:42 - loss: 0.1871 - accuracy: 0.9385
 717/1208 [================>.............] - ETA: 1:15:35 - loss: 0.1871 - accuracy: 0.9386
 718/1208 [================>.............] - ETA: 1:15:28 - loss: 0.1871 - accuracy: 0.9385
 719/1208 [================>.............] - ETA: 1:15:21 - loss: 0.1873 - accuracy: 0.9384
 720/1208 [================>.............] - ETA: 1:15:14 - loss: 0.1873 - accuracy: 0.9384
 721/1208 [================>.............] - ETA: 1:15:07 - loss: 0.1872 - accuracy: 0.9385
 722/1208 [================>.............] - ETA: 1:15:00 - loss: 0.1872 - accuracy: 0.9384
 723/1208 [================>.............] - ETA: 1:14:53 - loss: 0.1872 - accuracy: 0.9384
 724/1208 [================>.............] - ETA: 1:14:46 - loss: 0.1871 - accuracy: 0.9385
 725/1208 [=================>............] - ETA: 1:14:38 - loss: 0.1870 - accuracy: 0.9386
 726/1208 [=================>............] - ETA: 1:14:31 - loss: 0.1869 - accuracy: 0.9386
 727/1208 [=================>............] - ETA: 1:14:24 - loss: 0.1867 - accuracy: 0.9386
 728/1208 [=================>............] - ETA: 1:14:18 - loss: 0.1869 - accuracy: 0.9386
 729/1208 [=================>............] - ETA: 1:14:11 - loss: 0.1867 - accuracy: 0.9387
 730/1208 [=================>............] - ETA: 1:14:04 - loss: 0.1866 - accuracy: 0.9387
 731/1208 [=================>............] - ETA: 1:13:57 - loss: 0.1865 - accuracy: 0.9387
 732/1208 [=================>............] - ETA: 1:13:50 - loss: 0.1864 - accuracy: 0.9388
 733/1208 [=================>............] - ETA: 1:13:43 - loss: 0.1864 - accuracy: 0.9387
 734/1208 [=================>............] - ETA: 1:13:35 - loss: 0.1867 - accuracy: 0.9386
 735/1208 [=================>............] - ETA: 1:13:27 - loss: 0.1867 - accuracy: 0.9386
 736/1208 [=================>............] - ETA: 1:13:19 - loss: 0.1867 - accuracy: 0.9386
 737/1208 [=================>............] - ETA: 1:13:11 - loss: 0.1867 - accuracy: 0.9386
 738/1208 [=================>............] - ETA: 1:13:04 - loss: 0.1868 - accuracy: 0.9386
 739/1208 [=================>............] - ETA: 1:12:56 - loss: 0.1869 - accuracy: 0.9386
 740/1208 [=================>............] - ETA: 1:12:48 - loss: 0.1869 - accuracy: 0.9386
 741/1208 [=================>............] - ETA: 1:12:41 - loss: 0.1870 - accuracy: 0.9386
 742/1208 [=================>............] - ETA: 1:12:33 - loss: 0.1871 - accuracy: 0.9385
 743/1208 [=================>............] - ETA: 1:12:25 - loss: 0.1871 - accuracy: 0.9384
 744/1208 [=================>............] - ETA: 1:12:17 - loss: 0.1872 - accuracy: 0.9384
 745/1208 [=================>............] - ETA: 1:12:09 - loss: 0.1873 - accuracy: 0.9383
 746/1208 [=================>............] - ETA: 1:12:01 - loss: 0.1872 - accuracy: 0.9384
 747/1208 [=================>............] - ETA: 1:11:54 - loss: 0.1873 - accuracy: 0.9383
 748/1208 [=================>............] - ETA: 1:11:46 - loss: 0.1873 - accuracy: 0.9383
 749/1208 [=================>............] - ETA: 1:11:38 - loss: 0.1873 - accuracy: 0.9383
 750/1208 [=================>............] - ETA: 1:11:30 - loss: 0.1872 - accuracy: 0.9384
 751/1208 [=================>............] - ETA: 1:11:22 - loss: 0.1873 - accuracy: 0.9383
 752/1208 [=================>............] - ETA: 1:11:15 - loss: 0.1873 - accuracy: 0.9383
 753/1208 [=================>............] - ETA: 1:11:07 - loss: 0.1874 - accuracy: 0.9382
 754/1208 [=================>............] - ETA: 1:10:58 - loss: 0.1875 - accuracy: 0.9382
 755/1208 [=================>............] - ETA: 1:10:50 - loss: 0.1876 - accuracy: 0.9382
 756/1208 [=================>............] - ETA: 1:10:43 - loss: 0.1875 - accuracy: 0.9382
 757/1208 [=================>............] - ETA: 1:10:35 - loss: 0.1875 - accuracy: 0.9382
 758/1208 [=================>............] - ETA: 1:10:27 - loss: 0.1875 - accuracy: 0.9381
 759/1208 [=================>............] - ETA: 1:10:19 - loss: 0.1875 - accuracy: 0.9381
 760/1208 [=================>............] - ETA: 1:10:11 - loss: 0.1875 - accuracy: 0.9381
 761/1208 [=================>............] - ETA: 1:10:03 - loss: 0.1875 - accuracy: 0.9381
 762/1208 [=================>............] - ETA: 1:09:56 - loss: 0.1874 - accuracy: 0.9382
 763/1208 [=================>............] - ETA: 1:09:49 - loss: 0.1875 - accuracy: 0.9381
 764/1208 [=================>............] - ETA: 1:09:42 - loss: 0.1875 - accuracy: 0.9382
 765/1208 [=================>............] - ETA: 1:09:34 - loss: 0.1876 - accuracy: 0.9381
 766/1208 [==================>...........] - ETA: 1:09:27 - loss: 0.1875 - accuracy: 0.9382
 767/1208 [==================>...........] - ETA: 1:09:20 - loss: 0.1876 - accuracy: 0.9381
 768/1208 [==================>...........] - ETA: 1:09:12 - loss: 0.1875 - accuracy: 0.9381
 769/1208 [==================>...........] - ETA: 1:09:05 - loss: 0.1876 - accuracy: 0.9380
 770/1208 [==================>...........] - ETA: 1:08:57 - loss: 0.1877 - accuracy: 0.9380
 771/1208 [==================>...........] - ETA: 1:08:49 - loss: 0.1876 - accuracy: 0.9380
 772/1208 [==================>...........] - ETA: 1:08:41 - loss: 0.1876 - accuracy: 0.9380
 773/1208 [==================>...........] - ETA: 1:08:33 - loss: 0.1875 - accuracy: 0.9380
 774/1208 [==================>...........] - ETA: 1:08:25 - loss: 0.1874 - accuracy: 0.9380
 775/1208 [==================>...........] - ETA: 1:08:17 - loss: 0.1874 - accuracy: 0.9380
 776/1208 [==================>...........] - ETA: 1:08:09 - loss: 0.1874 - accuracy: 0.9380
 777/1208 [==================>...........] - ETA: 1:08:01 - loss: 0.1875 - accuracy: 0.9379
 778/1208 [==================>...........] - ETA: 1:07:53 - loss: 0.1876 - accuracy: 0.9379
 779/1208 [==================>...........] - ETA: 1:07:45 - loss: 0.1876 - accuracy: 0.9379
 780/1208 [==================>...........] - ETA: 1:07:37 - loss: 0.1876 - accuracy: 0.9379
 781/1208 [==================>...........] - ETA: 1:07:29 - loss: 0.1875 - accuracy: 0.9379
 782/1208 [==================>...........] - ETA: 1:07:20 - loss: 0.1875 - accuracy: 0.9380
 783/1208 [==================>...........] - ETA: 1:07:12 - loss: 0.1874 - accuracy: 0.9380
 784/1208 [==================>...........] - ETA: 1:07:04 - loss: 0.1876 - accuracy: 0.9380
 785/1208 [==================>...........] - ETA: 1:06:56 - loss: 0.1876 - accuracy: 0.9380
 786/1208 [==================>...........] - ETA: 1:06:48 - loss: 0.1876 - accuracy: 0.9380
 787/1208 [==================>...........] - ETA: 1:06:40 - loss: 0.1876 - accuracy: 0.9380
 788/1208 [==================>...........] - ETA: 1:06:31 - loss: 0.1875 - accuracy: 0.9380
 789/1208 [==================>...........] - ETA: 1:06:23 - loss: 0.1875 - accuracy: 0.9380
 790/1208 [==================>...........] - ETA: 1:06:15 - loss: 0.1874 - accuracy: 0.9380
 791/1208 [==================>...........] - ETA: 1:06:06 - loss: 0.1874 - accuracy: 0.9380
 792/1208 [==================>...........] - ETA: 1:05:58 - loss: 0.1875 - accuracy: 0.9380
 793/1208 [==================>...........] - ETA: 1:05:49 - loss: 0.1876 - accuracy: 0.9380
 794/1208 [==================>...........] - ETA: 1:05:41 - loss: 0.1877 - accuracy: 0.9380
 795/1208 [==================>...........] - ETA: 1:05:33 - loss: 0.1878 - accuracy: 0.9379
 796/1208 [==================>...........] - ETA: 1:05:25 - loss: 0.1877 - accuracy: 0.9379
 797/1208 [==================>...........] - ETA: 1:05:16 - loss: 0.1878 - accuracy: 0.9380
 798/1208 [==================>...........] - ETA: 1:05:08 - loss: 0.1878 - accuracy: 0.9380
 799/1208 [==================>...........] - ETA: 1:04:59 - loss: 0.1879 - accuracy: 0.9379
 800/1208 [==================>...........] - ETA: 1:04:51 - loss: 0.1880 - accuracy: 0.9379
 801/1208 [==================>...........] - ETA: 1:04:43 - loss: 0.1881 - accuracy: 0.9379
 802/1208 [==================>...........] - ETA: 1:04:35 - loss: 0.1880 - accuracy: 0.9379
 803/1208 [==================>...........] - ETA: 1:04:27 - loss: 0.1880 - accuracy: 0.9379
 804/1208 [==================>...........] - ETA: 1:04:19 - loss: 0.1880 - accuracy: 0.9379
 805/1208 [==================>...........] - ETA: 1:04:11 - loss: 0.1879 - accuracy: 0.9379
 806/1208 [===================>..........] - ETA: 1:04:03 - loss: 0.1879 - accuracy: 0.9379
 807/1208 [===================>..........] - ETA: 1:03:55 - loss: 0.1879 - accuracy: 0.9379
 808/1208 [===================>..........] - ETA: 1:03:47 - loss: 0.1880 - accuracy: 0.9378
 809/1208 [===================>..........] - ETA: 1:03:39 - loss: 0.1881 - accuracy: 0.9378
 810/1208 [===================>..........] - ETA: 1:03:30 - loss: 0.1881 - accuracy: 0.9378
 811/1208 [===================>..........] - ETA: 1:03:23 - loss: 0.1880 - accuracy: 0.9378
 812/1208 [===================>..........] - ETA: 1:03:14 - loss: 0.1879 - accuracy: 0.9378
 813/1208 [===================>..........] - ETA: 1:03:06 - loss: 0.1879 - accuracy: 0.9378
 814/1208 [===================>..........] - ETA: 1:02:57 - loss: 0.1879 - accuracy: 0.9378
 815/1208 [===================>..........] - ETA: 1:02:48 - loss: 0.1878 - accuracy: 0.9378
 816/1208 [===================>..........] - ETA: 1:02:39 - loss: 0.1877 - accuracy: 0.9378
 817/1208 [===================>..........] - ETA: 1:02:31 - loss: 0.1878 - accuracy: 0.9378
 818/1208 [===================>..........] - ETA: 1:02:22 - loss: 0.1878 - accuracy: 0.9378
 819/1208 [===================>..........] - ETA: 1:02:14 - loss: 0.1879 - accuracy: 0.9378
 820/1208 [===================>..........] - ETA: 1:02:05 - loss: 0.1879 - accuracy: 0.9378
 821/1208 [===================>..........] - ETA: 1:01:57 - loss: 0.1879 - accuracy: 0.9378
 822/1208 [===================>..........] - ETA: 1:01:49 - loss: 0.1880 - accuracy: 0.9377
 823/1208 [===================>..........] - ETA: 1:01:40 - loss: 0.1881 - accuracy: 0.9377
 824/1208 [===================>..........] - ETA: 1:01:32 - loss: 0.1881 - accuracy: 0.9377
 825/1208 [===================>..........] - ETA: 1:01:23 - loss: 0.1881 - accuracy: 0.9377
 826/1208 [===================>..........] - ETA: 1:01:15 - loss: 0.1881 - accuracy: 0.9377
 827/1208 [===================>..........] - ETA: 1:01:06 - loss: 0.1881 - accuracy: 0.9376
 828/1208 [===================>..........] - ETA: 1:00:58 - loss: 0.1881 - accuracy: 0.9376
 829/1208 [===================>..........] - ETA: 1:00:49 - loss: 0.1880 - accuracy: 0.9377
 830/1208 [===================>..........] - ETA: 1:00:40 - loss: 0.1881 - accuracy: 0.9376
 831/1208 [===================>..........] - ETA: 1:00:31 - loss: 0.1881 - accuracy: 0.9376
 832/1208 [===================>..........] - ETA: 1:00:23 - loss: 0.1880 - accuracy: 0.9376
 833/1208 [===================>..........] - ETA: 1:00:15 - loss: 0.1880 - accuracy: 0.9376
 834/1208 [===================>..........] - ETA: 1:00:06 - loss: 0.1880 - accuracy: 0.9376
 835/1208 [===================>..........] - ETA: 59:57 - loss: 0.1880 - accuracy: 0.9377  
 836/1208 [===================>..........] - ETA: 59:49 - loss: 0.1880 - accuracy: 0.9376
 837/1208 [===================>..........] - ETA: 59:40 - loss: 0.1879 - accuracy: 0.9377
 838/1208 [===================>..........] - ETA: 59:31 - loss: 0.1879 - accuracy: 0.9377
 839/1208 [===================>..........] - ETA: 59:23 - loss: 0.1879 - accuracy: 0.9377
 840/1208 [===================>..........] - ETA: 59:14 - loss: 0.1879 - accuracy: 0.9376
 841/1208 [===================>..........] - ETA: 59:06 - loss: 0.1880 - accuracy: 0.9376
 842/1208 [===================>..........] - ETA: 58:57 - loss: 0.1881 - accuracy: 0.9376
 843/1208 [===================>..........] - ETA: 58:49 - loss: 0.1883 - accuracy: 0.9375
 844/1208 [===================>..........] - ETA: 58:41 - loss: 0.1881 - accuracy: 0.9376
 845/1208 [===================>..........] - ETA: 58:33 - loss: 0.1883 - accuracy: 0.9375
 846/1208 [====================>.........] - ETA: 58:24 - loss: 0.1883 - accuracy: 0.9375
 847/1208 [====================>.........] - ETA: 58:15 - loss: 0.1882 - accuracy: 0.9375
 848/1208 [====================>.........] - ETA: 58:07 - loss: 0.1882 - accuracy: 0.9375
 849/1208 [====================>.........] - ETA: 57:58 - loss: 0.1882 - accuracy: 0.9375
 850/1208 [====================>.........] - ETA: 57:49 - loss: 0.1882 - accuracy: 0.9375
 851/1208 [====================>.........] - ETA: 57:41 - loss: 0.1881 - accuracy: 0.9376
 852/1208 [====================>.........] - ETA: 57:32 - loss: 0.1881 - accuracy: 0.9376
 853/1208 [====================>.........] - ETA: 57:24 - loss: 0.1881 - accuracy: 0.9376
 854/1208 [====================>.........] - ETA: 57:15 - loss: 0.1881 - accuracy: 0.9376
 855/1208 [====================>.........] - ETA: 57:07 - loss: 0.1882 - accuracy: 0.9376
 856/1208 [====================>.........] - ETA: 56:58 - loss: 0.1882 - accuracy: 0.9376
 857/1208 [====================>.........] - ETA: 56:50 - loss: 0.1883 - accuracy: 0.9376
 858/1208 [====================>.........] - ETA: 56:41 - loss: 0.1883 - accuracy: 0.9376
 859/1208 [====================>.........] - ETA: 56:32 - loss: 0.1883 - accuracy: 0.9376
 860/1208 [====================>.........] - ETA: 56:23 - loss: 0.1883 - accuracy: 0.9376
 861/1208 [====================>.........] - ETA: 56:15 - loss: 0.1883 - accuracy: 0.9376
 862/1208 [====================>.........] - ETA: 56:06 - loss: 0.1883 - accuracy: 0.9376
 863/1208 [====================>.........] - ETA: 55:58 - loss: 0.1883 - accuracy: 0.9376
 864/1208 [====================>.........] - ETA: 55:48 - loss: 0.1883 - accuracy: 0.9376
 865/1208 [====================>.........] - ETA: 55:40 - loss: 0.1882 - accuracy: 0.9376
 866/1208 [====================>.........] - ETA: 55:31 - loss: 0.1882 - accuracy: 0.9376
 867/1208 [====================>.........] - ETA: 55:23 - loss: 0.1884 - accuracy: 0.9376
 868/1208 [====================>.........] - ETA: 55:14 - loss: 0.1884 - accuracy: 0.9375
 869/1208 [====================>.........] - ETA: 55:05 - loss: 0.1883 - accuracy: 0.9376
 870/1208 [====================>.........] - ETA: 54:56 - loss: 0.1884 - accuracy: 0.9375
 871/1208 [====================>.........] - ETA: 54:47 - loss: 0.1884 - accuracy: 0.9376
 872/1208 [====================>.........] - ETA: 54:38 - loss: 0.1883 - accuracy: 0.9376
 873/1208 [====================>.........] - ETA: 54:30 - loss: 0.1882 - accuracy: 0.9376
 874/1208 [====================>.........] - ETA: 54:21 - loss: 0.1882 - accuracy: 0.9376
 875/1208 [====================>.........] - ETA: 54:12 - loss: 0.1882 - accuracy: 0.9376
 876/1208 [====================>.........] - ETA: 54:03 - loss: 0.1882 - accuracy: 0.9376
 877/1208 [====================>.........] - ETA: 53:54 - loss: 0.1882 - accuracy: 0.9376
 878/1208 [====================>.........] - ETA: 53:45 - loss: 0.1881 - accuracy: 0.9376
 879/1208 [====================>.........] - ETA: 53:36 - loss: 0.1881 - accuracy: 0.9376
 880/1208 [====================>.........] - ETA: 53:28 - loss: 0.1881 - accuracy: 0.9376
 881/1208 [====================>.........] - ETA: 53:19 - loss: 0.1882 - accuracy: 0.9376
 882/1208 [====================>.........] - ETA: 53:10 - loss: 0.1882 - accuracy: 0.9376
 883/1208 [====================>.........] - ETA: 53:02 - loss: 0.1880 - accuracy: 0.9376
 884/1208 [====================>.........] - ETA: 52:53 - loss: 0.1881 - accuracy: 0.9376
 885/1208 [====================>.........] - ETA: 52:45 - loss: 0.1880 - accuracy: 0.9376
 886/1208 [=====================>........] - ETA: 52:36 - loss: 0.1880 - accuracy: 0.9376
 887/1208 [=====================>........] - ETA: 52:27 - loss: 0.1880 - accuracy: 0.9376
 888/1208 [=====================>........] - ETA: 52:19 - loss: 0.1879 - accuracy: 0.9377
 889/1208 [=====================>........] - ETA: 52:10 - loss: 0.1878 - accuracy: 0.9377
 890/1208 [=====================>........] - ETA: 52:01 - loss: 0.1877 - accuracy: 0.9377
 891/1208 [=====================>........] - ETA: 51:52 - loss: 0.1878 - accuracy: 0.9377
 892/1208 [=====================>........] - ETA: 51:43 - loss: 0.1878 - accuracy: 0.9376
 893/1208 [=====================>........] - ETA: 51:34 - loss: 0.1878 - accuracy: 0.9377
 894/1208 [=====================>........] - ETA: 51:25 - loss: 0.1878 - accuracy: 0.9376
 895/1208 [=====================>........] - ETA: 51:16 - loss: 0.1878 - accuracy: 0.9377
 896/1208 [=====================>........] - ETA: 51:07 - loss: 0.1878 - accuracy: 0.9377
 897/1208 [=====================>........] - ETA: 50:58 - loss: 0.1878 - accuracy: 0.9377
 898/1208 [=====================>........] - ETA: 50:49 - loss: 0.1878 - accuracy: 0.9377
 899/1208 [=====================>........] - ETA: 50:40 - loss: 0.1878 - accuracy: 0.9377
 900/1208 [=====================>........] - ETA: 50:31 - loss: 0.1878 - accuracy: 0.9377
 901/1208 [=====================>........] - ETA: 50:22 - loss: 0.1877 - accuracy: 0.9377
 902/1208 [=====================>........] - ETA: 50:13 - loss: 0.1877 - accuracy: 0.9377
 903/1208 [=====================>........] - ETA: 50:04 - loss: 0.1876 - accuracy: 0.9377
 904/1208 [=====================>........] - ETA: 49:55 - loss: 0.1877 - accuracy: 0.9378
 905/1208 [=====================>........] - ETA: 49:45 - loss: 0.1876 - accuracy: 0.9378
 906/1208 [=====================>........] - ETA: 49:36 - loss: 0.1876 - accuracy: 0.9378
 907/1208 [=====================>........] - ETA: 49:27 - loss: 0.1875 - accuracy: 0.9378
 908/1208 [=====================>........] - ETA: 49:18 - loss: 0.1875 - accuracy: 0.9378
 909/1208 [=====================>........] - ETA: 49:09 - loss: 0.1875 - accuracy: 0.9378
 910/1208 [=====================>........] - ETA: 49:00 - loss: 0.1874 - accuracy: 0.9379
 911/1208 [=====================>........] - ETA: 48:51 - loss: 0.1873 - accuracy: 0.9379
 912/1208 [=====================>........] - ETA: 48:41 - loss: 0.1874 - accuracy: 0.9379
 913/1208 [=====================>........] - ETA: 48:32 - loss: 0.1875 - accuracy: 0.9379
 914/1208 [=====================>........] - ETA: 48:23 - loss: 0.1875 - accuracy: 0.9378
 915/1208 [=====================>........] - ETA: 48:14 - loss: 0.1876 - accuracy: 0.9378
 916/1208 [=====================>........] - ETA: 48:05 - loss: 0.1875 - accuracy: 0.9379
 917/1208 [=====================>........] - ETA: 47:55 - loss: 0.1876 - accuracy: 0.9379
 918/1208 [=====================>........] - ETA: 47:47 - loss: 0.1876 - accuracy: 0.9379
 919/1208 [=====================>........] - ETA: 47:38 - loss: 0.1875 - accuracy: 0.9378
 920/1208 [=====================>........] - ETA: 47:28 - loss: 0.1876 - accuracy: 0.9378
 921/1208 [=====================>........] - ETA: 47:19 - loss: 0.1874 - accuracy: 0.9379
 922/1208 [=====================>........] - ETA: 47:10 - loss: 0.1874 - accuracy: 0.9379
 923/1208 [=====================>........] - ETA: 47:01 - loss: 0.1874 - accuracy: 0.9379
 924/1208 [=====================>........] - ETA: 46:52 - loss: 0.1874 - accuracy: 0.9379
 925/1208 [=====================>........] - ETA: 46:43 - loss: 0.1874 - accuracy: 0.9379
 926/1208 [=====================>........] - ETA: 46:33 - loss: 0.1875 - accuracy: 0.9379
 927/1208 [======================>.......] - ETA: 46:24 - loss: 0.1874 - accuracy: 0.9379
 928/1208 [======================>.......] - ETA: 46:15 - loss: 0.1874 - accuracy: 0.9379
 929/1208 [======================>.......] - ETA: 46:06 - loss: 0.1874 - accuracy: 0.9379
 930/1208 [======================>.......] - ETA: 45:57 - loss: 0.1874 - accuracy: 0.9379
 931/1208 [======================>.......] - ETA: 45:48 - loss: 0.1874 - accuracy: 0.9379
 932/1208 [======================>.......] - ETA: 45:38 - loss: 0.1874 - accuracy: 0.9380
 933/1208 [======================>.......] - ETA: 45:29 - loss: 0.1874 - accuracy: 0.9380
 934/1208 [======================>.......] - ETA: 45:20 - loss: 0.1874 - accuracy: 0.9380
 935/1208 [======================>.......] - ETA: 45:10 - loss: 0.1874 - accuracy: 0.9380
 936/1208 [======================>.......] - ETA: 45:01 - loss: 0.1873 - accuracy: 0.9381
 937/1208 [======================>.......] - ETA: 44:51 - loss: 0.1873 - accuracy: 0.9381
 938/1208 [======================>.......] - ETA: 44:42 - loss: 0.1872 - accuracy: 0.9381
 939/1208 [======================>.......] - ETA: 44:33 - loss: 0.1873 - accuracy: 0.9381
 940/1208 [======================>.......] - ETA: 44:24 - loss: 0.1873 - accuracy: 0.9380
 941/1208 [======================>.......] - ETA: 44:14 - loss: 0.1873 - accuracy: 0.9381
 942/1208 [======================>.......] - ETA: 44:05 - loss: 0.1872 - accuracy: 0.9381
 943/1208 [======================>.......] - ETA: 43:56 - loss: 0.1872 - accuracy: 0.9381
 944/1208 [======================>.......] - ETA: 43:46 - loss: 0.1872 - accuracy: 0.9381
 945/1208 [======================>.......] - ETA: 43:37 - loss: 0.1871 - accuracy: 0.9381
 946/1208 [======================>.......] - ETA: 43:28 - loss: 0.1871 - accuracy: 0.9380
 947/1208 [======================>.......] - ETA: 43:18 - loss: 0.1871 - accuracy: 0.9380
 948/1208 [======================>.......] - ETA: 43:09 - loss: 0.1871 - accuracy: 0.9380
 949/1208 [======================>.......] - ETA: 43:00 - loss: 0.1872 - accuracy: 0.9380
 950/1208 [======================>.......] - ETA: 42:50 - loss: 0.1871 - accuracy: 0.9380
 951/1208 [======================>.......] - ETA: 42:41 - loss: 0.1870 - accuracy: 0.9380
 952/1208 [======================>.......] - ETA: 42:31 - loss: 0.1870 - accuracy: 0.9380
 953/1208 [======================>.......] - ETA: 42:22 - loss: 0.1870 - accuracy: 0.9381
 954/1208 [======================>.......] - ETA: 42:13 - loss: 0.1870 - accuracy: 0.9381
 955/1208 [======================>.......] - ETA: 42:04 - loss: 0.1870 - accuracy: 0.9381
 956/1208 [======================>.......] - ETA: 41:54 - loss: 0.1871 - accuracy: 0.9380
 957/1208 [======================>.......] - ETA: 41:45 - loss: 0.1871 - accuracy: 0.9380
 958/1208 [======================>.......] - ETA: 41:36 - loss: 0.1870 - accuracy: 0.9381
 959/1208 [======================>.......] - ETA: 41:26 - loss: 0.1869 - accuracy: 0.9381
 960/1208 [======================>.......] - ETA: 41:17 - loss: 0.1870 - accuracy: 0.9381
 961/1208 [======================>.......] - ETA: 41:07 - loss: 0.1872 - accuracy: 0.9380
 962/1208 [======================>.......] - ETA: 40:58 - loss: 0.1873 - accuracy: 0.9380
 963/1208 [======================>.......] - ETA: 40:49 - loss: 0.1873 - accuracy: 0.9380
 964/1208 [======================>.......] - ETA: 40:39 - loss: 0.1873 - accuracy: 0.9380
 965/1208 [======================>.......] - ETA: 40:30 - loss: 0.1873 - accuracy: 0.9380
 966/1208 [======================>.......] - ETA: 40:20 - loss: 0.1872 - accuracy: 0.9381
 967/1208 [=======================>......] - ETA: 40:11 - loss: 0.1871 - accuracy: 0.9381
 968/1208 [=======================>......] - ETA: 40:01 - loss: 0.1872 - accuracy: 0.9381
 969/1208 [=======================>......] - ETA: 39:52 - loss: 0.1872 - accuracy: 0.9381
 970/1208 [=======================>......] - ETA: 39:42 - loss: 0.1871 - accuracy: 0.9382
 971/1208 [=======================>......] - ETA: 39:33 - loss: 0.1871 - accuracy: 0.9382
 972/1208 [=======================>......] - ETA: 39:23 - loss: 0.1872 - accuracy: 0.9382
 973/1208 [=======================>......] - ETA: 39:13 - loss: 0.1872 - accuracy: 0.9382
 974/1208 [=======================>......] - ETA: 39:04 - loss: 0.1873 - accuracy: 0.9382
 975/1208 [=======================>......] - ETA: 38:54 - loss: 0.1872 - accuracy: 0.9382
 976/1208 [=======================>......] - ETA: 38:45 - loss: 0.1872 - accuracy: 0.9382
 977/1208 [=======================>......] - ETA: 38:35 - loss: 0.1872 - accuracy: 0.9381
 978/1208 [=======================>......] - ETA: 38:26 - loss: 0.1872 - accuracy: 0.9381
 979/1208 [=======================>......] - ETA: 38:16 - loss: 0.1872 - accuracy: 0.9382
 980/1208 [=======================>......] - ETA: 38:07 - loss: 0.1872 - accuracy: 0.9381
 981/1208 [=======================>......] - ETA: 37:57 - loss: 0.1873 - accuracy: 0.9381
 982/1208 [=======================>......] - ETA: 37:48 - loss: 0.1873 - accuracy: 0.9381
 983/1208 [=======================>......] - ETA: 37:38 - loss: 0.1873 - accuracy: 0.9381
 984/1208 [=======================>......] - ETA: 37:29 - loss: 0.1872 - accuracy: 0.9381
 985/1208 [=======================>......] - ETA: 37:19 - loss: 0.1871 - accuracy: 0.9382
 986/1208 [=======================>......] - ETA: 37:09 - loss: 0.1871 - accuracy: 0.9382
 987/1208 [=======================>......] - ETA: 37:00 - loss: 0.1871 - accuracy: 0.9382
 988/1208 [=======================>......] - ETA: 36:50 - loss: 0.1873 - accuracy: 0.9381
 989/1208 [=======================>......] - ETA: 36:41 - loss: 0.1874 - accuracy: 0.9381
 990/1208 [=======================>......] - ETA: 36:32 - loss: 0.1874 - accuracy: 0.9381
 991/1208 [=======================>......] - ETA: 36:22 - loss: 0.1874 - accuracy: 0.9381
 992/1208 [=======================>......] - ETA: 36:12 - loss: 0.1874 - accuracy: 0.9381
 993/1208 [=======================>......] - ETA: 36:03 - loss: 0.1874 - accuracy: 0.9381
 994/1208 [=======================>......] - ETA: 35:53 - loss: 0.1876 - accuracy: 0.9380
 995/1208 [=======================>......] - ETA: 35:44 - loss: 0.1876 - accuracy: 0.9380
 996/1208 [=======================>......] - ETA: 35:34 - loss: 0.1876 - accuracy: 0.9380
 997/1208 [=======================>......] - ETA: 35:24 - loss: 0.1875 - accuracy: 0.9381
 998/1208 [=======================>......] - ETA: 35:15 - loss: 0.1875 - accuracy: 0.9381
 999/1208 [=======================>......] - ETA: 35:06 - loss: 0.1875 - accuracy: 0.9381
1000/1208 [=======================>......] - ETA: 34:56 - loss: 0.1874 - accuracy: 0.9381
1001/1208 [=======================>......] - ETA: 34:47 - loss: 0.1874 - accuracy: 0.9381
1002/1208 [=======================>......] - ETA: 34:37 - loss: 0.1873 - accuracy: 0.9381
1003/1208 [=======================>......] - ETA: 34:28 - loss: 0.1873 - accuracy: 0.9381
1004/1208 [=======================>......] - ETA: 34:18 - loss: 0.1873 - accuracy: 0.9381
1005/1208 [=======================>......] - ETA: 34:09 - loss: 0.1874 - accuracy: 0.9381
1006/1208 [=======================>......] - ETA: 33:59 - loss: 0.1874 - accuracy: 0.9381
1007/1208 [========================>.....] - ETA: 33:50 - loss: 0.1874 - accuracy: 0.9381
1008/1208 [========================>.....] - ETA: 33:40 - loss: 0.1875 - accuracy: 0.9380
1009/1208 [========================>.....] - ETA: 33:30 - loss: 0.1874 - accuracy: 0.9380
1010/1208 [========================>.....] - ETA: 33:20 - loss: 0.1873 - accuracy: 0.9381
1011/1208 [========================>.....] - ETA: 33:11 - loss: 0.1874 - accuracy: 0.9380
1012/1208 [========================>.....] - ETA: 33:01 - loss: 0.1875 - accuracy: 0.9380
1013/1208 [========================>.....] - ETA: 32:51 - loss: 0.1875 - accuracy: 0.9380
1014/1208 [========================>.....] - ETA: 32:41 - loss: 0.1875 - accuracy: 0.9380
1015/1208 [========================>.....] - ETA: 32:32 - loss: 0.1875 - accuracy: 0.9380
1016/1208 [========================>.....] - ETA: 32:22 - loss: 0.1875 - accuracy: 0.9380
1017/1208 [========================>.....] - ETA: 32:12 - loss: 0.1875 - accuracy: 0.9380
1018/1208 [========================>.....] - ETA: 32:03 - loss: 0.1875 - accuracy: 0.9380
1019/1208 [========================>.....] - ETA: 31:53 - loss: 0.1876 - accuracy: 0.9380
1020/1208 [========================>.....] - ETA: 31:43 - loss: 0.1875 - accuracy: 0.9380
1021/1208 [========================>.....] - ETA: 31:33 - loss: 0.1876 - accuracy: 0.9380
1022/1208 [========================>.....] - ETA: 31:24 - loss: 0.1877 - accuracy: 0.9379
1023/1208 [========================>.....] - ETA: 31:14 - loss: 0.1879 - accuracy: 0.9378
1024/1208 [========================>.....] - ETA: 31:04 - loss: 0.1878 - accuracy: 0.9378
1025/1208 [========================>.....] - ETA: 30:54 - loss: 0.1877 - accuracy: 0.9379
1026/1208 [========================>.....] - ETA: 30:44 - loss: 0.1877 - accuracy: 0.9379
1027/1208 [========================>.....] - ETA: 30:35 - loss: 0.1877 - accuracy: 0.9379
1028/1208 [========================>.....] - ETA: 30:24 - loss: 0.1877 - accuracy: 0.9379
1029/1208 [========================>.....] - ETA: 30:15 - loss: 0.1877 - accuracy: 0.9379
1030/1208 [========================>.....] - ETA: 30:05 - loss: 0.1876 - accuracy: 0.9380
1031/1208 [========================>.....] - ETA: 29:55 - loss: 0.1875 - accuracy: 0.9380
1032/1208 [========================>.....] - ETA: 29:46 - loss: 0.1874 - accuracy: 0.9381
1033/1208 [========================>.....] - ETA: 29:36 - loss: 0.1874 - accuracy: 0.9380
1034/1208 [========================>.....] - ETA: 29:26 - loss: 0.1874 - accuracy: 0.9381
1035/1208 [========================>.....] - ETA: 29:17 - loss: 0.1873 - accuracy: 0.9381
1036/1208 [========================>.....] - ETA: 29:07 - loss: 0.1873 - accuracy: 0.9381
1037/1208 [========================>.....] - ETA: 28:57 - loss: 0.1874 - accuracy: 0.9381
1038/1208 [========================>.....] - ETA: 28:48 - loss: 0.1874 - accuracy: 0.9381
1039/1208 [========================>.....] - ETA: 28:38 - loss: 0.1874 - accuracy: 0.9380
1040/1208 [========================>.....] - ETA: 28:28 - loss: 0.1874 - accuracy: 0.9380
1041/1208 [========================>.....] - ETA: 28:18 - loss: 0.1875 - accuracy: 0.9379
1042/1208 [========================>.....] - ETA: 28:08 - loss: 0.1875 - accuracy: 0.9379
1043/1208 [========================>.....] - ETA: 27:58 - loss: 0.1875 - accuracy: 0.9379
1044/1208 [========================>.....] - ETA: 27:49 - loss: 0.1875 - accuracy: 0.9379
1045/1208 [========================>.....] - ETA: 27:39 - loss: 0.1875 - accuracy: 0.9379
1046/1208 [========================>.....] - ETA: 27:29 - loss: 0.1876 - accuracy: 0.9379
1047/1208 [=========================>....] - ETA: 27:19 - loss: 0.1876 - accuracy: 0.9379
1048/1208 [=========================>....] - ETA: 27:09 - loss: 0.1877 - accuracy: 0.9378
1049/1208 [=========================>....] - ETA: 26:59 - loss: 0.1877 - accuracy: 0.9378
1050/1208 [=========================>....] - ETA: 26:50 - loss: 0.1877 - accuracy: 0.9378
1051/1208 [=========================>....] - ETA: 26:40 - loss: 0.1878 - accuracy: 0.9378
1052/1208 [=========================>....] - ETA: 26:30 - loss: 0.1878 - accuracy: 0.9378
1053/1208 [=========================>....] - ETA: 26:20 - loss: 0.1877 - accuracy: 0.9378
1054/1208 [=========================>....] - ETA: 26:10 - loss: 0.1878 - accuracy: 0.9378
1055/1208 [=========================>....] - ETA: 26:00 - loss: 0.1877 - accuracy: 0.9378
1056/1208 [=========================>....] - ETA: 25:50 - loss: 0.1878 - accuracy: 0.9378
1057/1208 [=========================>....] - ETA: 25:40 - loss: 0.1877 - accuracy: 0.9378
1058/1208 [=========================>....] - ETA: 25:30 - loss: 0.1877 - accuracy: 0.9378
1059/1208 [=========================>....] - ETA: 25:21 - loss: 0.1877 - accuracy: 0.9378
1060/1208 [=========================>....] - ETA: 25:11 - loss: 0.1876 - accuracy: 0.9379
1061/1208 [=========================>....] - ETA: 25:01 - loss: 0.1876 - accuracy: 0.9379
1062/1208 [=========================>....] - ETA: 24:51 - loss: 0.1875 - accuracy: 0.9379
1063/1208 [=========================>....] - ETA: 24:41 - loss: 0.1877 - accuracy: 0.9378
1064/1208 [=========================>....] - ETA: 24:31 - loss: 0.1877 - accuracy: 0.9378
1065/1208 [=========================>....] - ETA: 24:21 - loss: 0.1878 - accuracy: 0.9377
1066/1208 [=========================>....] - ETA: 24:11 - loss: 0.1878 - accuracy: 0.9377
1067/1208 [=========================>....] - ETA: 24:01 - loss: 0.1878 - accuracy: 0.9377
1068/1208 [=========================>....] - ETA: 23:51 - loss: 0.1878 - accuracy: 0.9377
1069/1208 [=========================>....] - ETA: 23:41 - loss: 0.1878 - accuracy: 0.9377
1070/1208 [=========================>....] - ETA: 23:31 - loss: 0.1879 - accuracy: 0.9377
1071/1208 [=========================>....] - ETA: 23:21 - loss: 0.1878 - accuracy: 0.9377
1072/1208 [=========================>....] - ETA: 23:11 - loss: 0.1879 - accuracy: 0.9377
1073/1208 [=========================>....] - ETA: 23:01 - loss: 0.1880 - accuracy: 0.9376
1074/1208 [=========================>....] - ETA: 22:51 - loss: 0.1879 - accuracy: 0.9377
1075/1208 [=========================>....] - ETA: 22:41 - loss: 0.1880 - accuracy: 0.9376
1076/1208 [=========================>....] - ETA: 22:31 - loss: 0.1879 - accuracy: 0.9377
1077/1208 [=========================>....] - ETA: 22:21 - loss: 0.1878 - accuracy: 0.9377
1078/1208 [=========================>....] - ETA: 22:11 - loss: 0.1879 - accuracy: 0.9377
1079/1208 [=========================>....] - ETA: 22:01 - loss: 0.1878 - accuracy: 0.9377
1080/1208 [=========================>....] - ETA: 21:51 - loss: 0.1878 - accuracy: 0.9377
1081/1208 [=========================>....] - ETA: 21:41 - loss: 0.1878 - accuracy: 0.9377
1082/1208 [=========================>....] - ETA: 21:31 - loss: 0.1878 - accuracy: 0.9377
1083/1208 [=========================>....] - ETA: 21:21 - loss: 0.1879 - accuracy: 0.9377
1084/1208 [=========================>....] - ETA: 21:11 - loss: 0.1879 - accuracy: 0.9377
1085/1208 [=========================>....] - ETA: 21:01 - loss: 0.1879 - accuracy: 0.9377
1086/1208 [=========================>....] - ETA: 20:51 - loss: 0.1879 - accuracy: 0.9377
1087/1208 [=========================>....] - ETA: 20:41 - loss: 0.1880 - accuracy: 0.9376
1088/1208 [==========================>...] - ETA: 20:30 - loss: 0.1881 - accuracy: 0.9376
1089/1208 [==========================>...] - ETA: 20:20 - loss: 0.1881 - accuracy: 0.9376
1090/1208 [==========================>...] - ETA: 20:10 - loss: 0.1881 - accuracy: 0.9375
1091/1208 [==========================>...] - ETA: 20:00 - loss: 0.1881 - accuracy: 0.9376
1092/1208 [==========================>...] - ETA: 19:50 - loss: 0.1881 - accuracy: 0.9376
1093/1208 [==========================>...] - ETA: 19:40 - loss: 0.1881 - accuracy: 0.9376
1094/1208 [==========================>...] - ETA: 19:30 - loss: 0.1881 - accuracy: 0.9376
1095/1208 [==========================>...] - ETA: 19:20 - loss: 0.1881 - accuracy: 0.9376
1096/1208 [==========================>...] - ETA: 19:10 - loss: 0.1882 - accuracy: 0.9375
1097/1208 [==========================>...] - ETA: 19:00 - loss: 0.1884 - accuracy: 0.9374
1098/1208 [==========================>...] - ETA: 18:50 - loss: 0.1883 - accuracy: 0.9375
1099/1208 [==========================>...] - ETA: 18:40 - loss: 0.1883 - accuracy: 0.9375
1100/1208 [==========================>...] - ETA: 18:30 - loss: 0.1882 - accuracy: 0.9376
1101/1208 [==========================>...] - ETA: 18:20 - loss: 0.1882 - accuracy: 0.9376
1102/1208 [==========================>...] - ETA: 18:10 - loss: 0.1882 - accuracy: 0.9376
1103/1208 [==========================>...] - ETA: 18:00 - loss: 0.1882 - accuracy: 0.9375
1104/1208 [==========================>...] - ETA: 17:50 - loss: 0.1882 - accuracy: 0.9375
1105/1208 [==========================>...] - ETA: 17:40 - loss: 0.1882 - accuracy: 0.9376
1106/1208 [==========================>...] - ETA: 17:29 - loss: 0.1881 - accuracy: 0.9376
1107/1208 [==========================>...] - ETA: 17:19 - loss: 0.1880 - accuracy: 0.9376
1108/1208 [==========================>...] - ETA: 17:09 - loss: 0.1881 - accuracy: 0.9376
1109/1208 [==========================>...] - ETA: 16:59 - loss: 0.1881 - accuracy: 0.9376
1110/1208 [==========================>...] - ETA: 16:49 - loss: 0.1881 - accuracy: 0.9376
1111/1208 [==========================>...] - ETA: 16:39 - loss: 0.1881 - accuracy: 0.9376
1112/1208 [==========================>...] - ETA: 16:29 - loss: 0.1880 - accuracy: 0.9376
1113/1208 [==========================>...] - ETA: 16:19 - loss: 0.1881 - accuracy: 0.9376
1114/1208 [==========================>...] - ETA: 16:09 - loss: 0.1880 - accuracy: 0.9376
1115/1208 [==========================>...] - ETA: 15:59 - loss: 0.1881 - accuracy: 0.9376
1116/1208 [==========================>...] - ETA: 15:48 - loss: 0.1881 - accuracy: 0.9376
1117/1208 [==========================>...] - ETA: 15:38 - loss: 0.1880 - accuracy: 0.9377
1118/1208 [==========================>...] - ETA: 15:28 - loss: 0.1879 - accuracy: 0.9377
1119/1208 [==========================>...] - ETA: 15:18 - loss: 0.1878 - accuracy: 0.9378
1120/1208 [==========================>...] - ETA: 15:08 - loss: 0.1878 - accuracy: 0.9377
1121/1208 [==========================>...] - ETA: 14:57 - loss: 0.1878 - accuracy: 0.9378
1122/1208 [==========================>...] - ETA: 14:47 - loss: 0.1879 - accuracy: 0.9377
1123/1208 [==========================>...] - ETA: 14:37 - loss: 0.1878 - accuracy: 0.9378
1124/1208 [==========================>...] - ETA: 14:27 - loss: 0.1878 - accuracy: 0.9377
1125/1208 [==========================>...] - ETA: 14:17 - loss: 0.1879 - accuracy: 0.9377
1126/1208 [==========================>...] - ETA: 14:07 - loss: 0.1878 - accuracy: 0.9377
1127/1208 [==========================>...] - ETA: 13:56 - loss: 0.1878 - accuracy: 0.9377
1128/1208 [===========================>..] - ETA: 13:46 - loss: 0.1878 - accuracy: 0.9377
1129/1208 [===========================>..] - ETA: 13:36 - loss: 0.1878 - accuracy: 0.9378
1130/1208 [===========================>..] - ETA: 13:26 - loss: 0.1878 - accuracy: 0.9378
1131/1208 [===========================>..] - ETA: 13:16 - loss: 0.1878 - accuracy: 0.9377
1132/1208 [===========================>..] - ETA: 13:05 - loss: 0.1879 - accuracy: 0.9377
1133/1208 [===========================>..] - ETA: 12:55 - loss: 0.1879 - accuracy: 0.9377
1134/1208 [===========================>..] - ETA: 12:45 - loss: 0.1879 - accuracy: 0.9377
1135/1208 [===========================>..] - ETA: 12:35 - loss: 0.1879 - accuracy: 0.9377
1136/1208 [===========================>..] - ETA: 12:25 - loss: 0.1879 - accuracy: 0.9377
1137/1208 [===========================>..] - ETA: 12:14 - loss: 0.1879 - accuracy: 0.9377
1138/1208 [===========================>..] - ETA: 12:04 - loss: 0.1878 - accuracy: 0.9377
1139/1208 [===========================>..] - ETA: 11:54 - loss: 0.1879 - accuracy: 0.9377
1140/1208 [===========================>..] - ETA: 11:44 - loss: 0.1880 - accuracy: 0.9376
1141/1208 [===========================>..] - ETA: 11:33 - loss: 0.1880 - accuracy: 0.9376
1142/1208 [===========================>..] - ETA: 11:23 - loss: 0.1880 - accuracy: 0.9376
1143/1208 [===========================>..] - ETA: 11:13 - loss: 0.1879 - accuracy: 0.9376
1144/1208 [===========================>..] - ETA: 11:03 - loss: 0.1879 - accuracy: 0.9376
1145/1208 [===========================>..] - ETA: 10:52 - loss: 0.1878 - accuracy: 0.9376
1146/1208 [===========================>..] - ETA: 10:42 - loss: 0.1879 - accuracy: 0.9376
1147/1208 [===========================>..] - ETA: 10:32 - loss: 0.1879 - accuracy: 0.9376
1148/1208 [===========================>..] - ETA: 10:22 - loss: 0.1879 - accuracy: 0.9376
1149/1208 [===========================>..] - ETA: 10:11 - loss: 0.1878 - accuracy: 0.9376
1150/1208 [===========================>..] - ETA: 10:01 - loss: 0.1878 - accuracy: 0.9376
1151/1208 [===========================>..] - ETA: 9:51 - loss: 0.1879 - accuracy: 0.9376 
1152/1208 [===========================>..] - ETA: 9:40 - loss: 0.1878 - accuracy: 0.9376
1153/1208 [===========================>..] - ETA: 9:30 - loss: 0.1878 - accuracy: 0.9376
1154/1208 [===========================>..] - ETA: 9:20 - loss: 0.1879 - accuracy: 0.9376
1155/1208 [===========================>..] - ETA: 9:09 - loss: 0.1878 - accuracy: 0.9376
1156/1208 [===========================>..] - ETA: 8:59 - loss: 0.1878 - accuracy: 0.9376
1157/1208 [===========================>..] - ETA: 8:49 - loss: 0.1879 - accuracy: 0.9375
1158/1208 [===========================>..] - ETA: 8:38 - loss: 0.1880 - accuracy: 0.9375
1159/1208 [===========================>..] - ETA: 8:28 - loss: 0.1880 - accuracy: 0.9375
1160/1208 [===========================>..] - ETA: 8:18 - loss: 0.1879 - accuracy: 0.9375
1161/1208 [===========================>..] - ETA: 8:07 - loss: 0.1878 - accuracy: 0.9376
1162/1208 [===========================>..] - ETA: 7:57 - loss: 0.1880 - accuracy: 0.9375
1163/1208 [===========================>..] - ETA: 7:46 - loss: 0.1879 - accuracy: 0.9375
1164/1208 [===========================>..] - ETA: 7:36 - loss: 0.1879 - accuracy: 0.9375
1165/1208 [===========================>..] - ETA: 7:26 - loss: 0.1879 - accuracy: 0.9375
1166/1208 [===========================>..] - ETA: 7:15 - loss: 0.1879 - accuracy: 0.9375
1167/1208 [===========================>..] - ETA: 7:05 - loss: 0.1879 - accuracy: 0.9375
1168/1208 [============================>.] - ETA: 6:55 - loss: 0.1879 - accuracy: 0.9375
1169/1208 [============================>.] - ETA: 6:44 - loss: 0.1878 - accuracy: 0.9376
1170/1208 [============================>.] - ETA: 6:34 - loss: 0.1878 - accuracy: 0.9376
1171/1208 [============================>.] - ETA: 6:24 - loss: 0.1877 - accuracy: 0.9376
1172/1208 [============================>.] - ETA: 6:13 - loss: 0.1878 - accuracy: 0.9376
1173/1208 [============================>.] - ETA: 6:03 - loss: 0.1878 - accuracy: 0.9375
1174/1208 [============================>.] - ETA: 5:53 - loss: 0.1879 - accuracy: 0.9375
1175/1208 [============================>.] - ETA: 5:42 - loss: 0.1879 - accuracy: 0.9375
1176/1208 [============================>.] - ETA: 5:32 - loss: 0.1879 - accuracy: 0.9375
1177/1208 [============================>.] - ETA: 5:21 - loss: 0.1879 - accuracy: 0.9375
1178/1208 [============================>.] - ETA: 5:11 - loss: 0.1879 - accuracy: 0.9375
1179/1208 [============================>.] - ETA: 5:01 - loss: 0.1879 - accuracy: 0.9375
1180/1208 [============================>.] - ETA: 4:50 - loss: 0.1879 - accuracy: 0.9375
1181/1208 [============================>.] - ETA: 4:40 - loss: 0.1879 - accuracy: 0.9375
1182/1208 [============================>.] - ETA: 4:30 - loss: 0.1879 - accuracy: 0.9375
1183/1208 [============================>.] - ETA: 4:19 - loss: 0.1878 - accuracy: 0.9376
1184/1208 [============================>.] - ETA: 4:09 - loss: 0.1877 - accuracy: 0.9376
1185/1208 [============================>.] - ETA: 3:59 - loss: 0.1878 - accuracy: 0.9376
1186/1208 [============================>.] - ETA: 3:48 - loss: 0.1878 - accuracy: 0.9376
1187/1208 [============================>.] - ETA: 3:38 - loss: 0.1879 - accuracy: 0.9376
1188/1208 [============================>.] - ETA: 3:27 - loss: 0.1879 - accuracy: 0.9375
1189/1208 [============================>.] - ETA: 3:17 - loss: 0.1880 - accuracy: 0.9375
1190/1208 [============================>.] - ETA: 3:07 - loss: 0.1880 - accuracy: 0.9375
1191/1208 [============================>.] - ETA: 2:56 - loss: 0.1880 - accuracy: 0.9375
1192/1208 [============================>.] - ETA: 2:46 - loss: 0.1879 - accuracy: 0.9375
1193/1208 [============================>.] - ETA: 2:36 - loss: 0.1879 - accuracy: 0.9375
1194/1208 [============================>.] - ETA: 2:25 - loss: 0.1878 - accuracy: 0.9376
1195/1208 [============================>.] - ETA: 2:15 - loss: 0.1878 - accuracy: 0.9376
1196/1208 [============================>.] - ETA: 2:04 - loss: 0.1878 - accuracy: 0.9375
1197/1208 [============================>.] - ETA: 1:54 - loss: 0.1877 - accuracy: 0.9376
1198/1208 [============================>.] - ETA: 1:44 - loss: 0.1878 - accuracy: 0.9376
1199/1208 [============================>.] - ETA: 1:33 - loss: 0.1878 - accuracy: 0.9375
1200/1208 [============================>.] - ETA: 1:23 - loss: 0.1878 - accuracy: 0.9376
1201/1208 [============================>.] - ETA: 1:12 - loss: 0.1878 - accuracy: 0.9375
1202/1208 [============================>.] - ETA: 1:02 - loss: 0.1878 - accuracy: 0.9376
1203/1208 [============================>.] - ETA: 52s - loss: 0.1877 - accuracy: 0.9376 
1204/1208 [============================>.] - ETA: 41s - loss: 0.1877 - accuracy: 0.9376
1205/1208 [============================>.] - ETA: 31s - loss: 0.1877 - accuracy: 0.9376
1206/1208 [============================>.] - ETA: 20s - loss: 0.1878 - accuracy: 0.9376
1207/1208 [============================>.] - ETA: 10s - loss: 0.1878 - accuracy: 0.9375
1208/1208 [==============================] - 12574s 10s/step - loss: 0.1878 - accuracy: 0.9375
val_acc: 0.83068, best_val_acc: 0.84858, test_acc: 0.83244

Epoch 7/10

   1/1208 [..............................] - ETA: 3:27:16 - loss: 0.1663 - accuracy: 0.9219
   2/1208 [..............................] - ETA: 3:23:29 - loss: 0.1586 - accuracy: 0.9375
   3/1208 [..............................] - ETA: 3:23:11 - loss: 0.1797 - accuracy: 0.9271
   4/1208 [..............................] - ETA: 3:26:21 - loss: 0.1600 - accuracy: 0.9375
   5/1208 [..............................] - ETA: 3:26:58 - loss: 0.1534 - accuracy: 0.9438
   6/1208 [..............................] - ETA: 3:26:59 - loss: 0.1402 - accuracy: 0.9531
   7/1208 [..............................] - ETA: 3:26:37 - loss: 0.1562 - accuracy: 0.9509
   8/1208 [..............................] - ETA: 3:26:13 - loss: 0.1602 - accuracy: 0.9473
   9/1208 [..............................] - ETA: 3:26:23 - loss: 0.1573 - accuracy: 0.9462
  10/1208 [..............................] - ETA: 3:25:46 - loss: 0.1616 - accuracy: 0.9453
  11/1208 [..............................] - ETA: 3:26:53 - loss: 0.1575 - accuracy: 0.9474
  12/1208 [..............................] - ETA: 3:27:19 - loss: 0.1551 - accuracy: 0.9479
  13/1208 [..............................] - ETA: 3:26:31 - loss: 0.1550 - accuracy: 0.9483
  14/1208 [..............................] - ETA: 3:26:37 - loss: 0.1609 - accuracy: 0.9464
  15/1208 [..............................] - ETA: 3:26:43 - loss: 0.1567 - accuracy: 0.9479
  16/1208 [..............................] - ETA: 3:26:47 - loss: 0.1624 - accuracy: 0.9482
  17/1208 [..............................] - ETA: 3:26:30 - loss: 0.1610 - accuracy: 0.9494
  18/1208 [..............................] - ETA: 3:26:26 - loss: 0.1562 - accuracy: 0.9514
  19/1208 [..............................] - ETA: 3:26:00 - loss: 0.1570 - accuracy: 0.9515
  20/1208 [..............................] - ETA: 3:25:46 - loss: 0.1546 - accuracy: 0.9523
  21/1208 [..............................] - ETA: 3:25:06 - loss: 0.1508 - accuracy: 0.9531
  22/1208 [..............................] - ETA: 3:24:57 - loss: 0.1572 - accuracy: 0.9517
  23/1208 [..............................] - ETA: 3:24:36 - loss: 0.1577 - accuracy: 0.9504
  24/1208 [..............................] - ETA: 3:24:26 - loss: 0.1581 - accuracy: 0.9499
  25/1208 [..............................] - ETA: 3:25:00 - loss: 0.1564 - accuracy: 0.9506
  26/1208 [..............................] - ETA: 3:25:17 - loss: 0.1589 - accuracy: 0.9501
  27/1208 [..............................] - ETA: 3:25:50 - loss: 0.1579 - accuracy: 0.9508
  28/1208 [..............................] - ETA: 3:26:17 - loss: 0.1555 - accuracy: 0.9520
  29/1208 [..............................] - ETA: 3:26:40 - loss: 0.1570 - accuracy: 0.9510
  30/1208 [..............................] - ETA: 3:25:58 - loss: 0.1548 - accuracy: 0.9521
  31/1208 [..............................] - ETA: 3:25:46 - loss: 0.1549 - accuracy: 0.9526
  32/1208 [..............................] - ETA: 3:25:32 - loss: 0.1521 - accuracy: 0.9536
  33/1208 [..............................] - ETA: 3:25:14 - loss: 0.1517 - accuracy: 0.9536
  34/1208 [..............................] - ETA: 3:25:19 - loss: 0.1514 - accuracy: 0.9536
  35/1208 [..............................] - ETA: 3:25:38 - loss: 0.1496 - accuracy: 0.9545
  36/1208 [..............................] - ETA: 3:26:12 - loss: 0.1513 - accuracy: 0.9536
  37/1208 [..............................] - ETA: 3:26:27 - loss: 0.1527 - accuracy: 0.9531
  38/1208 [..............................] - ETA: 3:25:53 - loss: 0.1521 - accuracy: 0.9531
  39/1208 [..............................] - ETA: 3:25:50 - loss: 0.1529 - accuracy: 0.9527
  40/1208 [..............................] - ETA: 3:25:28 - loss: 0.1520 - accuracy: 0.9531
  41/1208 [>.............................] - ETA: 3:25:13 - loss: 0.1519 - accuracy: 0.9531
  42/1208 [>.............................] - ETA: 3:24:53 - loss: 0.1530 - accuracy: 0.9524
  43/1208 [>.............................] - ETA: 3:24:41 - loss: 0.1534 - accuracy: 0.9524
  44/1208 [>.............................] - ETA: 3:24:27 - loss: 0.1542 - accuracy: 0.9517
  45/1208 [>.............................] - ETA: 3:23:59 - loss: 0.1546 - accuracy: 0.9524
  46/1208 [>.............................] - ETA: 3:23:56 - loss: 0.1539 - accuracy: 0.9524
  47/1208 [>.............................] - ETA: 3:23:51 - loss: 0.1527 - accuracy: 0.9528
  48/1208 [>.............................] - ETA: 3:23:29 - loss: 0.1543 - accuracy: 0.9525
  49/1208 [>.............................] - ETA: 3:23:12 - loss: 0.1528 - accuracy: 0.9531
  50/1208 [>.............................] - ETA: 3:23:05 - loss: 0.1517 - accuracy: 0.9531
  51/1208 [>.............................] - ETA: 3:22:41 - loss: 0.1501 - accuracy: 0.9534
  52/1208 [>.............................] - ETA: 3:22:40 - loss: 0.1494 - accuracy: 0.9537
  53/1208 [>.............................] - ETA: 3:22:30 - loss: 0.1497 - accuracy: 0.9540
  54/1208 [>.............................] - ETA: 3:22:22 - loss: 0.1498 - accuracy: 0.9546
  55/1208 [>.............................] - ETA: 3:22:06 - loss: 0.1484 - accuracy: 0.9554
  56/1208 [>.............................] - ETA: 3:22:00 - loss: 0.1481 - accuracy: 0.9556
  57/1208 [>.............................] - ETA: 3:21:47 - loss: 0.1477 - accuracy: 0.9559
  58/1208 [>.............................] - ETA: 3:21:29 - loss: 0.1486 - accuracy: 0.9555
  59/1208 [>.............................] - ETA: 3:21:17 - loss: 0.1488 - accuracy: 0.9550
  60/1208 [>.............................] - ETA: 3:21:09 - loss: 0.1498 - accuracy: 0.9549
  61/1208 [>.............................] - ETA: 3:20:54 - loss: 0.1496 - accuracy: 0.9549
  62/1208 [>.............................] - ETA: 3:20:36 - loss: 0.1488 - accuracy: 0.9549
  63/1208 [>.............................] - ETA: 3:20:24 - loss: 0.1479 - accuracy: 0.9554
  64/1208 [>.............................] - ETA: 3:20:17 - loss: 0.1473 - accuracy: 0.9556
  65/1208 [>.............................] - ETA: 3:20:02 - loss: 0.1473 - accuracy: 0.9555
  66/1208 [>.............................] - ETA: 3:19:54 - loss: 0.1463 - accuracy: 0.9560
  67/1208 [>.............................] - ETA: 3:19:58 - loss: 0.1456 - accuracy: 0.9562
  68/1208 [>.............................] - ETA: 3:19:50 - loss: 0.1448 - accuracy: 0.9563
  69/1208 [>.............................] - ETA: 3:19:47 - loss: 0.1454 - accuracy: 0.9563
  70/1208 [>.............................] - ETA: 3:19:56 - loss: 0.1466 - accuracy: 0.9556
  71/1208 [>.............................] - ETA: 3:19:19 - loss: 0.1468 - accuracy: 0.9551
  72/1208 [>.............................] - ETA: 3:19:10 - loss: 0.1477 - accuracy: 0.9542
  73/1208 [>.............................] - ETA: 3:19:08 - loss: 0.1470 - accuracy: 0.9544
  74/1208 [>.............................] - ETA: 3:18:59 - loss: 0.1484 - accuracy: 0.9538
  75/1208 [>.............................] - ETA: 3:18:45 - loss: 0.1495 - accuracy: 0.9535
  76/1208 [>.............................] - ETA: 3:18:38 - loss: 0.1494 - accuracy: 0.9535
  77/1208 [>.............................] - ETA: 3:18:17 - loss: 0.1495 - accuracy: 0.9535
  78/1208 [>.............................] - ETA: 3:18:01 - loss: 0.1494 - accuracy: 0.9539
  79/1208 [>.............................] - ETA: 3:17:53 - loss: 0.1486 - accuracy: 0.9545
  80/1208 [>.............................] - ETA: 3:17:45 - loss: 0.1491 - accuracy: 0.9543
  81/1208 [=>............................] - ETA: 3:17:34 - loss: 0.1487 - accuracy: 0.9545
  82/1208 [=>............................] - ETA: 3:17:21 - loss: 0.1484 - accuracy: 0.9545
  83/1208 [=>............................] - ETA: 3:17:15 - loss: 0.1481 - accuracy: 0.9546
  84/1208 [=>............................] - ETA: 3:17:02 - loss: 0.1474 - accuracy: 0.9550
  85/1208 [=>............................] - ETA: 3:16:46 - loss: 0.1469 - accuracy: 0.9551
  86/1208 [=>............................] - ETA: 3:16:34 - loss: 0.1462 - accuracy: 0.9555
  87/1208 [=>............................] - ETA: 3:16:26 - loss: 0.1464 - accuracy: 0.9555
  88/1208 [=>............................] - ETA: 3:16:12 - loss: 0.1465 - accuracy: 0.9554
  89/1208 [=>............................] - ETA: 3:16:04 - loss: 0.1458 - accuracy: 0.9554
  90/1208 [=>............................] - ETA: 3:15:53 - loss: 0.1454 - accuracy: 0.9557
  91/1208 [=>............................] - ETA: 3:15:45 - loss: 0.1450 - accuracy: 0.9559
  92/1208 [=>............................] - ETA: 3:15:30 - loss: 0.1450 - accuracy: 0.9562
  93/1208 [=>............................] - ETA: 3:15:29 - loss: 0.1448 - accuracy: 0.9565
  94/1208 [=>............................] - ETA: 3:15:22 - loss: 0.1451 - accuracy: 0.9564
  95/1208 [=>............................] - ETA: 3:15:06 - loss: 0.1455 - accuracy: 0.9564
  96/1208 [=>............................] - ETA: 3:14:55 - loss: 0.1468 - accuracy: 0.9561
  97/1208 [=>............................] - ETA: 3:14:49 - loss: 0.1465 - accuracy: 0.9562
  98/1208 [=>............................] - ETA: 3:14:42 - loss: 0.1459 - accuracy: 0.9563
  99/1208 [=>............................] - ETA: 3:14:22 - loss: 0.1466 - accuracy: 0.9561
 100/1208 [=>............................] - ETA: 3:14:16 - loss: 0.1468 - accuracy: 0.9563
 101/1208 [=>............................] - ETA: 3:14:16 - loss: 0.1465 - accuracy: 0.9565
 102/1208 [=>............................] - ETA: 3:13:55 - loss: 0.1469 - accuracy: 0.9562
 103/1208 [=>............................] - ETA: 3:13:42 - loss: 0.1468 - accuracy: 0.9559
 104/1208 [=>............................] - ETA: 3:13:19 - loss: 0.1464 - accuracy: 0.9558
 105/1208 [=>............................] - ETA: 3:13:10 - loss: 0.1464 - accuracy: 0.9557
 106/1208 [=>............................] - ETA: 3:13:01 - loss: 0.1457 - accuracy: 0.9559
 107/1208 [=>............................] - ETA: 3:12:47 - loss: 0.1465 - accuracy: 0.9555
 108/1208 [=>............................] - ETA: 3:12:39 - loss: 0.1464 - accuracy: 0.9553
 109/1208 [=>............................] - ETA: 3:12:33 - loss: 0.1465 - accuracy: 0.9554
 110/1208 [=>............................] - ETA: 3:12:15 - loss: 0.1470 - accuracy: 0.9550
 111/1208 [=>............................] - ETA: 3:12:05 - loss: 0.1472 - accuracy: 0.9547
 112/1208 [=>............................] - ETA: 3:11:59 - loss: 0.1476 - accuracy: 0.9544
 113/1208 [=>............................] - ETA: 3:11:49 - loss: 0.1472 - accuracy: 0.9544
 114/1208 [=>............................] - ETA: 3:11:24 - loss: 0.1476 - accuracy: 0.9544
 115/1208 [=>............................] - ETA: 3:11:19 - loss: 0.1474 - accuracy: 0.9543
 116/1208 [=>............................] - ETA: 3:11:05 - loss: 0.1468 - accuracy: 0.9545
 117/1208 [=>............................] - ETA: 3:10:51 - loss: 0.1464 - accuracy: 0.9547
 118/1208 [=>............................] - ETA: 3:10:40 - loss: 0.1459 - accuracy: 0.9548
 119/1208 [=>............................] - ETA: 3:10:26 - loss: 0.1453 - accuracy: 0.9551
 120/1208 [=>............................] - ETA: 3:10:13 - loss: 0.1465 - accuracy: 0.9547
 121/1208 [==>...........................] - ETA: 3:10:06 - loss: 0.1463 - accuracy: 0.9547
 122/1208 [==>...........................] - ETA: 3:09:57 - loss: 0.1462 - accuracy: 0.9547
 123/1208 [==>...........................] - ETA: 3:09:43 - loss: 0.1459 - accuracy: 0.9548
 124/1208 [==>...........................] - ETA: 3:09:26 - loss: 0.1458 - accuracy: 0.9548
 125/1208 [==>...........................] - ETA: 3:09:13 - loss: 0.1467 - accuracy: 0.9545
 126/1208 [==>...........................] - ETA: 3:09:00 - loss: 0.1466 - accuracy: 0.9547
 127/1208 [==>...........................] - ETA: 3:08:49 - loss: 0.1462 - accuracy: 0.9550
 128/1208 [==>...........................] - ETA: 3:08:38 - loss: 0.1465 - accuracy: 0.9550
 129/1208 [==>...........................] - ETA: 3:08:26 - loss: 0.1459 - accuracy: 0.9552
 130/1208 [==>...........................] - ETA: 3:08:14 - loss: 0.1454 - accuracy: 0.9555
 131/1208 [==>...........................] - ETA: 3:08:00 - loss: 0.1448 - accuracy: 0.9557
 132/1208 [==>...........................] - ETA: 3:07:53 - loss: 0.1446 - accuracy: 0.9558
 133/1208 [==>...........................] - ETA: 3:07:48 - loss: 0.1443 - accuracy: 0.9561
 134/1208 [==>...........................] - ETA: 3:07:46 - loss: 0.1437 - accuracy: 0.9564
 135/1208 [==>...........................] - ETA: 3:07:43 - loss: 0.1439 - accuracy: 0.9563
 136/1208 [==>...........................] - ETA: 3:07:39 - loss: 0.1434 - accuracy: 0.9565
 137/1208 [==>...........................] - ETA: 3:07:32 - loss: 0.1436 - accuracy: 0.9561
 138/1208 [==>...........................] - ETA: 3:07:32 - loss: 0.1437 - accuracy: 0.9561
 139/1208 [==>...........................] - ETA: 3:07:30 - loss: 0.1441 - accuracy: 0.9559
 140/1208 [==>...........................] - ETA: 3:07:18 - loss: 0.1439 - accuracy: 0.9561
 141/1208 [==>...........................] - ETA: 3:07:16 - loss: 0.1436 - accuracy: 0.9562
 142/1208 [==>...........................] - ETA: 3:07:04 - loss: 0.1435 - accuracy: 0.9562
 143/1208 [==>...........................] - ETA: 3:06:57 - loss: 0.1431 - accuracy: 0.9564
 144/1208 [==>...........................] - ETA: 3:06:53 - loss: 0.1433 - accuracy: 0.9565
 145/1208 [==>...........................] - ETA: 3:06:42 - loss: 0.1445 - accuracy: 0.9560
 146/1208 [==>...........................] - ETA: 3:06:30 - loss: 0.1449 - accuracy: 0.9560
 147/1208 [==>...........................] - ETA: 3:06:20 - loss: 0.1453 - accuracy: 0.9559
 148/1208 [==>...........................] - ETA: 3:06:11 - loss: 0.1450 - accuracy: 0.9560
 149/1208 [==>...........................] - ETA: 3:06:03 - loss: 0.1453 - accuracy: 0.9559
 150/1208 [==>...........................] - ETA: 3:05:48 - loss: 0.1452 - accuracy: 0.9559
 151/1208 [==>...........................] - ETA: 3:05:39 - loss: 0.1449 - accuracy: 0.9560
 152/1208 [==>...........................] - ETA: 3:05:30 - loss: 0.1446 - accuracy: 0.9562
 153/1208 [==>...........................] - ETA: 3:05:14 - loss: 0.1444 - accuracy: 0.9563
 154/1208 [==>...........................] - ETA: 3:05:03 - loss: 0.1450 - accuracy: 0.9559
 155/1208 [==>...........................] - ETA: 3:04:53 - loss: 0.1450 - accuracy: 0.9559
 156/1208 [==>...........................] - ETA: 3:04:39 - loss: 0.1446 - accuracy: 0.9561
 157/1208 [==>...........................] - ETA: 3:04:27 - loss: 0.1447 - accuracy: 0.9561
 158/1208 [==>...........................] - ETA: 3:04:09 - loss: 0.1453 - accuracy: 0.9561
 159/1208 [==>...........................] - ETA: 3:03:59 - loss: 0.1455 - accuracy: 0.9560
 160/1208 [==>...........................] - ETA: 3:03:44 - loss: 0.1452 - accuracy: 0.9562
 161/1208 [==>...........................] - ETA: 3:03:31 - loss: 0.1448 - accuracy: 0.9561
 162/1208 [===>..........................] - ETA: 3:03:21 - loss: 0.1445 - accuracy: 0.9563
 163/1208 [===>..........................] - ETA: 3:03:10 - loss: 0.1442 - accuracy: 0.9565
 164/1208 [===>..........................] - ETA: 3:02:58 - loss: 0.1440 - accuracy: 0.9566
 165/1208 [===>..........................] - ETA: 3:02:49 - loss: 0.1441 - accuracy: 0.9565
 166/1208 [===>..........................] - ETA: 3:02:36 - loss: 0.1442 - accuracy: 0.9566
 167/1208 [===>..........................] - ETA: 3:02:23 - loss: 0.1441 - accuracy: 0.9567
 168/1208 [===>..........................] - ETA: 3:02:11 - loss: 0.1436 - accuracy: 0.9569
 169/1208 [===>..........................] - ETA: 3:02:00 - loss: 0.1435 - accuracy: 0.9569
 170/1208 [===>..........................] - ETA: 3:01:46 - loss: 0.1438 - accuracy: 0.9568
 171/1208 [===>..........................] - ETA: 3:01:33 - loss: 0.1442 - accuracy: 0.9567
 172/1208 [===>..........................] - ETA: 3:01:22 - loss: 0.1439 - accuracy: 0.9568
 173/1208 [===>..........................] - ETA: 3:01:05 - loss: 0.1438 - accuracy: 0.9567
 174/1208 [===>..........................] - ETA: 3:00:54 - loss: 0.1433 - accuracy: 0.9570
 175/1208 [===>..........................] - ETA: 3:00:48 - loss: 0.1431 - accuracy: 0.9571
 176/1208 [===>..........................] - ETA: 3:00:40 - loss: 0.1437 - accuracy: 0.9570
 177/1208 [===>..........................] - ETA: 3:00:32 - loss: 0.1435 - accuracy: 0.9571
 178/1208 [===>..........................] - ETA: 3:00:26 - loss: 0.1440 - accuracy: 0.9568
 179/1208 [===>..........................] - ETA: 3:00:18 - loss: 0.1437 - accuracy: 0.9570
 180/1208 [===>..........................] - ETA: 3:00:11 - loss: 0.1435 - accuracy: 0.9570
 181/1208 [===>..........................] - ETA: 3:00:05 - loss: 0.1436 - accuracy: 0.9570
 182/1208 [===>..........................] - ETA: 2:59:59 - loss: 0.1437 - accuracy: 0.9570
 183/1208 [===>..........................] - ETA: 2:59:53 - loss: 0.1435 - accuracy: 0.9571
 184/1208 [===>..........................] - ETA: 2:59:41 - loss: 0.1435 - accuracy: 0.9571
 185/1208 [===>..........................] - ETA: 2:59:31 - loss: 0.1437 - accuracy: 0.9569
 186/1208 [===>..........................] - ETA: 2:59:22 - loss: 0.1441 - accuracy: 0.9568
 187/1208 [===>..........................] - ETA: 2:59:08 - loss: 0.1442 - accuracy: 0.9568
 188/1208 [===>..........................] - ETA: 2:58:57 - loss: 0.1441 - accuracy: 0.9569
 189/1208 [===>..........................] - ETA: 2:58:45 - loss: 0.1437 - accuracy: 0.9569
 190/1208 [===>..........................] - ETA: 2:58:32 - loss: 0.1434 - accuracy: 0.9569
 191/1208 [===>..........................] - ETA: 2:58:20 - loss: 0.1434 - accuracy: 0.9569
 192/1208 [===>..........................] - ETA: 2:58:12 - loss: 0.1436 - accuracy: 0.9567
 193/1208 [===>..........................] - ETA: 2:58:00 - loss: 0.1439 - accuracy: 0.9568
 194/1208 [===>..........................] - ETA: 2:57:49 - loss: 0.1446 - accuracy: 0.9564
 195/1208 [===>..........................] - ETA: 2:57:38 - loss: 0.1447 - accuracy: 0.9561
 196/1208 [===>..........................] - ETA: 2:57:29 - loss: 0.1445 - accuracy: 0.9561
 197/1208 [===>..........................] - ETA: 2:57:16 - loss: 0.1444 - accuracy: 0.9561
 198/1208 [===>..........................] - ETA: 2:57:05 - loss: 0.1442 - accuracy: 0.9562
 199/1208 [===>..........................] - ETA: 2:56:57 - loss: 0.1446 - accuracy: 0.9560
 200/1208 [===>..........................] - ETA: 2:56:48 - loss: 0.1442 - accuracy: 0.9560
 201/1208 [===>..........................] - ETA: 2:56:36 - loss: 0.1440 - accuracy: 0.9561
 202/1208 [====>.........................] - ETA: 2:56:23 - loss: 0.1440 - accuracy: 0.9561
 203/1208 [====>.........................] - ETA: 2:56:12 - loss: 0.1438 - accuracy: 0.9561
 204/1208 [====>.........................] - ETA: 2:56:03 - loss: 0.1436 - accuracy: 0.9562
 205/1208 [====>.........................] - ETA: 2:55:50 - loss: 0.1436 - accuracy: 0.9563
 206/1208 [====>.........................] - ETA: 2:55:38 - loss: 0.1432 - accuracy: 0.9565
 207/1208 [====>.........................] - ETA: 2:55:29 - loss: 0.1429 - accuracy: 0.9566
 208/1208 [====>.........................] - ETA: 2:55:19 - loss: 0.1432 - accuracy: 0.9565
 209/1208 [====>.........................] - ETA: 2:55:07 - loss: 0.1429 - accuracy: 0.9566
 210/1208 [====>.........................] - ETA: 2:54:43 - loss: 0.1427 - accuracy: 0.9568
 211/1208 [====>.........................] - ETA: 2:54:30 - loss: 0.1423 - accuracy: 0.9569
 212/1208 [====>.........................] - ETA: 2:54:19 - loss: 0.1422 - accuracy: 0.9570
 213/1208 [====>.........................] - ETA: 2:54:07 - loss: 0.1424 - accuracy: 0.9569
 214/1208 [====>.........................] - ETA: 2:53:59 - loss: 0.1421 - accuracy: 0.9571
 215/1208 [====>.........................] - ETA: 2:53:51 - loss: 0.1424 - accuracy: 0.9570
 216/1208 [====>.........................] - ETA: 2:53:44 - loss: 0.1423 - accuracy: 0.9571
 217/1208 [====>.........................] - ETA: 2:53:37 - loss: 0.1420 - accuracy: 0.9572
 218/1208 [====>.........................] - ETA: 2:53:30 - loss: 0.1423 - accuracy: 0.9571
 219/1208 [====>.........................] - ETA: 2:53:19 - loss: 0.1422 - accuracy: 0.9570
 220/1208 [====>.........................] - ETA: 2:53:08 - loss: 0.1420 - accuracy: 0.9571
 221/1208 [====>.........................] - ETA: 2:52:56 - loss: 0.1423 - accuracy: 0.9569
 222/1208 [====>.........................] - ETA: 2:52:47 - loss: 0.1422 - accuracy: 0.9570
 223/1208 [====>.........................] - ETA: 2:52:39 - loss: 0.1423 - accuracy: 0.9570
 224/1208 [====>.........................] - ETA: 2:52:28 - loss: 0.1420 - accuracy: 0.9570
 225/1208 [====>.........................] - ETA: 2:52:16 - loss: 0.1421 - accuracy: 0.9571
 226/1208 [====>.........................] - ETA: 2:52:06 - loss: 0.1418 - accuracy: 0.9572
 227/1208 [====>.........................] - ETA: 2:52:00 - loss: 0.1416 - accuracy: 0.9573
 228/1208 [====>.........................] - ETA: 2:51:50 - loss: 0.1417 - accuracy: 0.9574
 229/1208 [====>.........................] - ETA: 2:51:38 - loss: 0.1416 - accuracy: 0.9574
 230/1208 [====>.........................] - ETA: 2:51:28 - loss: 0.1413 - accuracy: 0.9575
 231/1208 [====>.........................] - ETA: 2:51:12 - loss: 0.1413 - accuracy: 0.9576
 232/1208 [====>.........................] - ETA: 2:51:03 - loss: 0.1417 - accuracy: 0.9573
 233/1208 [====>.........................] - ETA: 2:50:55 - loss: 0.1420 - accuracy: 0.9573
 234/1208 [====>.........................] - ETA: 2:50:45 - loss: 0.1417 - accuracy: 0.9575
 235/1208 [====>.........................] - ETA: 2:50:36 - loss: 0.1415 - accuracy: 0.9574
 236/1208 [====>.........................] - ETA: 2:50:26 - loss: 0.1416 - accuracy: 0.9574
 237/1208 [====>.........................] - ETA: 2:50:15 - loss: 0.1419 - accuracy: 0.9573
 238/1208 [====>.........................] - ETA: 2:50:07 - loss: 0.1417 - accuracy: 0.9575
 239/1208 [====>.........................] - ETA: 2:49:57 - loss: 0.1416 - accuracy: 0.9574
 240/1208 [====>.........................] - ETA: 2:49:45 - loss: 0.1414 - accuracy: 0.9574
 241/1208 [====>.........................] - ETA: 2:49:35 - loss: 0.1410 - accuracy: 0.9576
 242/1208 [=====>........................] - ETA: 2:49:26 - loss: 0.1408 - accuracy: 0.9577
 243/1208 [=====>........................] - ETA: 2:49:14 - loss: 0.1404 - accuracy: 0.9579
 244/1208 [=====>........................] - ETA: 2:49:04 - loss: 0.1404 - accuracy: 0.9579
 245/1208 [=====>........................] - ETA: 2:48:53 - loss: 0.1404 - accuracy: 0.9579
 246/1208 [=====>........................] - ETA: 2:48:42 - loss: 0.1408 - accuracy: 0.9579
 247/1208 [=====>........................] - ETA: 2:48:30 - loss: 0.1408 - accuracy: 0.9579
 248/1208 [=====>........................] - ETA: 2:48:22 - loss: 0.1407 - accuracy: 0.9579
 249/1208 [=====>........................] - ETA: 2:48:13 - loss: 0.1405 - accuracy: 0.9580
 250/1208 [=====>........................] - ETA: 2:48:06 - loss: 0.1404 - accuracy: 0.9580
 251/1208 [=====>........................] - ETA: 2:47:57 - loss: 0.1401 - accuracy: 0.9581
 252/1208 [=====>........................] - ETA: 2:47:50 - loss: 0.1398 - accuracy: 0.9581
 253/1208 [=====>........................] - ETA: 2:47:41 - loss: 0.1399 - accuracy: 0.9579
 254/1208 [=====>........................] - ETA: 2:47:32 - loss: 0.1404 - accuracy: 0.9579
 255/1208 [=====>........................] - ETA: 2:47:27 - loss: 0.1407 - accuracy: 0.9577
 256/1208 [=====>........................] - ETA: 2:47:19 - loss: 0.1405 - accuracy: 0.9577
 257/1208 [=====>........................] - ETA: 2:47:10 - loss: 0.1407 - accuracy: 0.9576
 258/1208 [=====>........................] - ETA: 2:46:59 - loss: 0.1411 - accuracy: 0.9575
 259/1208 [=====>........................] - ETA: 2:46:49 - loss: 0.1409 - accuracy: 0.9576
 260/1208 [=====>........................] - ETA: 2:46:36 - loss: 0.1409 - accuracy: 0.9576
 261/1208 [=====>........................] - ETA: 2:46:22 - loss: 0.1407 - accuracy: 0.9577
 262/1208 [=====>........................] - ETA: 2:46:05 - loss: 0.1406 - accuracy: 0.9577
 263/1208 [=====>........................] - ETA: 2:45:53 - loss: 0.1406 - accuracy: 0.9578
 264/1208 [=====>........................] - ETA: 2:45:42 - loss: 0.1407 - accuracy: 0.9577
 265/1208 [=====>........................] - ETA: 2:45:34 - loss: 0.1408 - accuracy: 0.9576
 266/1208 [=====>........................] - ETA: 2:45:23 - loss: 0.1404 - accuracy: 0.9578
 267/1208 [=====>........................] - ETA: 2:45:11 - loss: 0.1409 - accuracy: 0.9576
 268/1208 [=====>........................] - ETA: 2:45:02 - loss: 0.1408 - accuracy: 0.9577
 269/1208 [=====>........................] - ETA: 2:44:52 - loss: 0.1409 - accuracy: 0.9577
 270/1208 [=====>........................] - ETA: 2:44:42 - loss: 0.1408 - accuracy: 0.9577
 271/1208 [=====>........................] - ETA: 2:44:33 - loss: 0.1407 - accuracy: 0.9577
 272/1208 [=====>........................] - ETA: 2:44:23 - loss: 0.1406 - accuracy: 0.9578
 273/1208 [=====>........................] - ETA: 2:44:12 - loss: 0.1405 - accuracy: 0.9579
 274/1208 [=====>........................] - ETA: 2:44:03 - loss: 0.1408 - accuracy: 0.9579
 275/1208 [=====>........................] - ETA: 2:43:54 - loss: 0.1409 - accuracy: 0.9580
 276/1208 [=====>........................] - ETA: 2:43:42 - loss: 0.1409 - accuracy: 0.9579
 277/1208 [=====>........................] - ETA: 2:43:30 - loss: 0.1410 - accuracy: 0.9579
 278/1208 [=====>........................] - ETA: 2:43:23 - loss: 0.1408 - accuracy: 0.9580
 279/1208 [=====>........................] - ETA: 2:43:14 - loss: 0.1405 - accuracy: 0.9581
 280/1208 [=====>........................] - ETA: 2:43:02 - loss: 0.1402 - accuracy: 0.9581
 281/1208 [=====>........................] - ETA: 2:42:49 - loss: 0.1402 - accuracy: 0.9582
 282/1208 [======>.......................] - ETA: 2:42:40 - loss: 0.1399 - accuracy: 0.9583
 283/1208 [======>.......................] - ETA: 2:42:29 - loss: 0.1401 - accuracy: 0.9582
 284/1208 [======>.......................] - ETA: 2:42:19 - loss: 0.1400 - accuracy: 0.9582
 285/1208 [======>.......................] - ETA: 2:42:09 - loss: 0.1399 - accuracy: 0.9583
 286/1208 [======>.......................] - ETA: 2:41:56 - loss: 0.1396 - accuracy: 0.9584
 287/1208 [======>.......................] - ETA: 2:41:45 - loss: 0.1400 - accuracy: 0.9583
 288/1208 [======>.......................] - ETA: 2:41:37 - loss: 0.1400 - accuracy: 0.9583
 289/1208 [======>.......................] - ETA: 2:41:29 - loss: 0.1400 - accuracy: 0.9584
 290/1208 [======>.......................] - ETA: 2:41:21 - loss: 0.1398 - accuracy: 0.9585
 291/1208 [======>.......................] - ETA: 2:41:12 - loss: 0.1399 - accuracy: 0.9585
 292/1208 [======>.......................] - ETA: 2:41:02 - loss: 0.1402 - accuracy: 0.9584
 293/1208 [======>.......................] - ETA: 2:40:56 - loss: 0.1404 - accuracy: 0.9583
 294/1208 [======>.......................] - ETA: 2:40:45 - loss: 0.1408 - accuracy: 0.9582
 295/1208 [======>.......................] - ETA: 2:40:32 - loss: 0.1407 - accuracy: 0.9583
 296/1208 [======>.......................] - ETA: 2:40:20 - loss: 0.1407 - accuracy: 0.9583
 297/1208 [======>.......................] - ETA: 2:40:09 - loss: 0.1410 - accuracy: 0.9582
 298/1208 [======>.......................] - ETA: 2:39:59 - loss: 0.1409 - accuracy: 0.9582
 299/1208 [======>.......................] - ETA: 2:39:47 - loss: 0.1408 - accuracy: 0.9582
 300/1208 [======>.......................] - ETA: 2:39:35 - loss: 0.1409 - accuracy: 0.9582
 301/1208 [======>.......................] - ETA: 2:39:23 - loss: 0.1413 - accuracy: 0.9581
 302/1208 [======>.......................] - ETA: 2:39:11 - loss: 0.1413 - accuracy: 0.9580
 303/1208 [======>.......................] - ETA: 2:38:59 - loss: 0.1413 - accuracy: 0.9579
 304/1208 [======>.......................] - ETA: 2:38:49 - loss: 0.1413 - accuracy: 0.9579
 305/1208 [======>.......................] - ETA: 2:38:39 - loss: 0.1416 - accuracy: 0.9578
 306/1208 [======>.......................] - ETA: 2:38:27 - loss: 0.1417 - accuracy: 0.9578
 307/1208 [======>.......................] - ETA: 2:38:15 - loss: 0.1416 - accuracy: 0.9579
 308/1208 [======>.......................] - ETA: 2:38:06 - loss: 0.1416 - accuracy: 0.9578
 309/1208 [======>.......................] - ETA: 2:37:56 - loss: 0.1414 - accuracy: 0.9579
 310/1208 [======>.......................] - ETA: 2:37:46 - loss: 0.1411 - accuracy: 0.9580
 311/1208 [======>.......................] - ETA: 2:37:37 - loss: 0.1410 - accuracy: 0.9580
 312/1208 [======>.......................] - ETA: 2:37:25 - loss: 0.1414 - accuracy: 0.9578
 313/1208 [======>.......................] - ETA: 2:37:13 - loss: 0.1418 - accuracy: 0.9577
 314/1208 [======>.......................] - ETA: 2:37:06 - loss: 0.1416 - accuracy: 0.9578
 315/1208 [======>.......................] - ETA: 2:36:53 - loss: 0.1415 - accuracy: 0.9577
 316/1208 [======>.......................] - ETA: 2:36:42 - loss: 0.1415 - accuracy: 0.9576
 317/1208 [======>.......................] - ETA: 2:36:32 - loss: 0.1415 - accuracy: 0.9577
 318/1208 [======>.......................] - ETA: 2:36:21 - loss: 0.1415 - accuracy: 0.9577
 319/1208 [======>.......................] - ETA: 2:36:09 - loss: 0.1418 - accuracy: 0.9575
 320/1208 [======>.......................] - ETA: 2:35:57 - loss: 0.1417 - accuracy: 0.9575
 321/1208 [======>.......................] - ETA: 2:35:46 - loss: 0.1417 - accuracy: 0.9575
 322/1208 [======>.......................] - ETA: 2:35:31 - loss: 0.1418 - accuracy: 0.9575
 323/1208 [=======>......................] - ETA: 2:35:20 - loss: 0.1417 - accuracy: 0.9575
 324/1208 [=======>......................] - ETA: 2:35:08 - loss: 0.1415 - accuracy: 0.9575
 325/1208 [=======>......................] - ETA: 2:34:59 - loss: 0.1414 - accuracy: 0.9574
 326/1208 [=======>......................] - ETA: 2:34:49 - loss: 0.1414 - accuracy: 0.9574
 327/1208 [=======>......................] - ETA: 2:34:40 - loss: 0.1416 - accuracy: 0.9574
 328/1208 [=======>......................] - ETA: 2:34:28 - loss: 0.1415 - accuracy: 0.9575
 329/1208 [=======>......................] - ETA: 2:34:17 - loss: 0.1414 - accuracy: 0.9575
 330/1208 [=======>......................] - ETA: 2:34:07 - loss: 0.1413 - accuracy: 0.9574
 331/1208 [=======>......................] - ETA: 2:33:56 - loss: 0.1415 - accuracy: 0.9574
 332/1208 [=======>......................] - ETA: 2:33:44 - loss: 0.1415 - accuracy: 0.9573
 333/1208 [=======>......................] - ETA: 2:33:33 - loss: 0.1414 - accuracy: 0.9573
 334/1208 [=======>......................] - ETA: 2:33:22 - loss: 0.1413 - accuracy: 0.9574
 335/1208 [=======>......................] - ETA: 2:33:09 - loss: 0.1412 - accuracy: 0.9575
 336/1208 [=======>......................] - ETA: 2:32:58 - loss: 0.1412 - accuracy: 0.9575
 337/1208 [=======>......................] - ETA: 2:32:46 - loss: 0.1414 - accuracy: 0.9574
 338/1208 [=======>......................] - ETA: 2:32:35 - loss: 0.1413 - accuracy: 0.9574
 339/1208 [=======>......................] - ETA: 2:32:24 - loss: 0.1413 - accuracy: 0.9574
 340/1208 [=======>......................] - ETA: 2:32:13 - loss: 0.1412 - accuracy: 0.9575
 341/1208 [=======>......................] - ETA: 2:32:02 - loss: 0.1410 - accuracy: 0.9576
 342/1208 [=======>......................] - ETA: 2:31:51 - loss: 0.1408 - accuracy: 0.9576
 343/1208 [=======>......................] - ETA: 2:31:39 - loss: 0.1406 - accuracy: 0.9577
 344/1208 [=======>......................] - ETA: 2:31:27 - loss: 0.1407 - accuracy: 0.9577
 345/1208 [=======>......................] - ETA: 2:31:16 - loss: 0.1407 - accuracy: 0.9576
 346/1208 [=======>......................] - ETA: 2:31:06 - loss: 0.1409 - accuracy: 0.9576
 347/1208 [=======>......................] - ETA: 2:30:55 - loss: 0.1407 - accuracy: 0.9577
 348/1208 [=======>......................] - ETA: 2:30:46 - loss: 0.1406 - accuracy: 0.9576
 349/1208 [=======>......................] - ETA: 2:30:35 - loss: 0.1407 - accuracy: 0.9576
 350/1208 [=======>......................] - ETA: 2:30:24 - loss: 0.1408 - accuracy: 0.9576
 351/1208 [=======>......................] - ETA: 2:30:14 - loss: 0.1408 - accuracy: 0.9575
 352/1208 [=======>......................] - ETA: 2:30:07 - loss: 0.1409 - accuracy: 0.9575
 353/1208 [=======>......................] - ETA: 2:29:58 - loss: 0.1407 - accuracy: 0.9576
 354/1208 [=======>......................] - ETA: 2:29:47 - loss: 0.1408 - accuracy: 0.9575
 355/1208 [=======>......................] - ETA: 2:29:40 - loss: 0.1409 - accuracy: 0.9574
 356/1208 [=======>......................] - ETA: 2:29:31 - loss: 0.1412 - accuracy: 0.9572
 357/1208 [=======>......................] - ETA: 2:29:22 - loss: 0.1409 - accuracy: 0.9573
 358/1208 [=======>......................] - ETA: 2:29:13 - loss: 0.1409 - accuracy: 0.9573
 359/1208 [=======>......................] - ETA: 2:29:05 - loss: 0.1414 - accuracy: 0.9572
 360/1208 [=======>......................] - ETA: 2:28:57 - loss: 0.1415 - accuracy: 0.9571
 361/1208 [=======>......................] - ETA: 2:28:48 - loss: 0.1417 - accuracy: 0.9570
 362/1208 [=======>......................] - ETA: 2:28:40 - loss: 0.1414 - accuracy: 0.9571
 363/1208 [========>.....................] - ETA: 2:28:32 - loss: 0.1414 - accuracy: 0.9572
 364/1208 [========>.....................] - ETA: 2:28:22 - loss: 0.1414 - accuracy: 0.9572
 365/1208 [========>.....................] - ETA: 2:28:12 - loss: 0.1412 - accuracy: 0.9572
 366/1208 [========>.....................] - ETA: 2:28:05 - loss: 0.1415 - accuracy: 0.9571
 367/1208 [========>.....................] - ETA: 2:27:52 - loss: 0.1416 - accuracy: 0.9571
 368/1208 [========>.....................] - ETA: 2:27:42 - loss: 0.1417 - accuracy: 0.9570
 369/1208 [========>.....................] - ETA: 2:27:32 - loss: 0.1416 - accuracy: 0.9570
 370/1208 [========>.....................] - ETA: 2:27:21 - loss: 0.1416 - accuracy: 0.9570
 371/1208 [========>.....................] - ETA: 2:27:09 - loss: 0.1416 - accuracy: 0.9570
 372/1208 [========>.....................] - ETA: 2:26:58 - loss: 0.1416 - accuracy: 0.9570
 373/1208 [========>.....................] - ETA: 2:26:47 - loss: 0.1415 - accuracy: 0.9570
 374/1208 [========>.....................] - ETA: 2:26:36 - loss: 0.1416 - accuracy: 0.9569
 375/1208 [========>.....................] - ETA: 2:26:24 - loss: 0.1413 - accuracy: 0.9570
 376/1208 [========>.....................] - ETA: 2:26:12 - loss: 0.1415 - accuracy: 0.9569
 377/1208 [========>.....................] - ETA: 2:26:01 - loss: 0.1415 - accuracy: 0.9570
 378/1208 [========>.....................] - ETA: 2:25:50 - loss: 0.1416 - accuracy: 0.9569
 379/1208 [========>.....................] - ETA: 2:25:38 - loss: 0.1415 - accuracy: 0.9569
 380/1208 [========>.....................] - ETA: 2:25:27 - loss: 0.1416 - accuracy: 0.9569
 381/1208 [========>.....................] - ETA: 2:25:15 - loss: 0.1417 - accuracy: 0.9568
 382/1208 [========>.....................] - ETA: 2:25:05 - loss: 0.1420 - accuracy: 0.9568
 383/1208 [========>.....................] - ETA: 2:24:53 - loss: 0.1419 - accuracy: 0.9568
 384/1208 [========>.....................] - ETA: 2:24:42 - loss: 0.1417 - accuracy: 0.9569
 385/1208 [========>.....................] - ETA: 2:24:31 - loss: 0.1418 - accuracy: 0.9569
 386/1208 [========>.....................] - ETA: 2:24:20 - loss: 0.1417 - accuracy: 0.9569
 387/1208 [========>.....................] - ETA: 2:24:08 - loss: 0.1419 - accuracy: 0.9568
 388/1208 [========>.....................] - ETA: 2:23:57 - loss: 0.1419 - accuracy: 0.9568
 389/1208 [========>.....................] - ETA: 2:23:46 - loss: 0.1418 - accuracy: 0.9568
 390/1208 [========>.....................] - ETA: 2:23:36 - loss: 0.1417 - accuracy: 0.9569
 391/1208 [========>.....................] - ETA: 2:23:25 - loss: 0.1415 - accuracy: 0.9570
 392/1208 [========>.....................] - ETA: 2:23:14 - loss: 0.1416 - accuracy: 0.9568
 393/1208 [========>.....................] - ETA: 2:23:04 - loss: 0.1418 - accuracy: 0.9568
 394/1208 [========>.....................] - ETA: 2:22:54 - loss: 0.1418 - accuracy: 0.9568
 395/1208 [========>.....................] - ETA: 2:22:43 - loss: 0.1417 - accuracy: 0.9567
 396/1208 [========>.....................] - ETA: 2:22:33 - loss: 0.1416 - accuracy: 0.9568
 397/1208 [========>.....................] - ETA: 2:22:24 - loss: 0.1417 - accuracy: 0.9567
 398/1208 [========>.....................] - ETA: 2:22:16 - loss: 0.1415 - accuracy: 0.9568
 399/1208 [========>.....................] - ETA: 2:22:07 - loss: 0.1413 - accuracy: 0.9568
 400/1208 [========>.....................] - ETA: 2:21:58 - loss: 0.1414 - accuracy: 0.9568
 401/1208 [========>.....................] - ETA: 2:21:51 - loss: 0.1415 - accuracy: 0.9568
 402/1208 [========>.....................] - ETA: 2:21:41 - loss: 0.1413 - accuracy: 0.9569
 403/1208 [=========>....................] - ETA: 2:21:33 - loss: 0.1412 - accuracy: 0.9570
 404/1208 [=========>....................] - ETA: 2:21:24 - loss: 0.1413 - accuracy: 0.9569
 405/1208 [=========>....................] - ETA: 2:21:15 - loss: 0.1413 - accuracy: 0.9568
 406/1208 [=========>....................] - ETA: 2:21:04 - loss: 0.1412 - accuracy: 0.9569
 407/1208 [=========>....................] - ETA: 2:20:54 - loss: 0.1413 - accuracy: 0.9569
 408/1208 [=========>....................] - ETA: 2:20:41 - loss: 0.1412 - accuracy: 0.9570
 409/1208 [=========>....................] - ETA: 2:20:31 - loss: 0.1414 - accuracy: 0.9569
 410/1208 [=========>....................] - ETA: 2:20:21 - loss: 0.1415 - accuracy: 0.9568
 411/1208 [=========>....................] - ETA: 2:20:09 - loss: 0.1413 - accuracy: 0.9569
 412/1208 [=========>....................] - ETA: 2:19:58 - loss: 0.1416 - accuracy: 0.9568
 413/1208 [=========>....................] - ETA: 2:19:46 - loss: 0.1414 - accuracy: 0.9569
 414/1208 [=========>....................] - ETA: 2:19:35 - loss: 0.1413 - accuracy: 0.9569
 415/1208 [=========>....................] - ETA: 2:19:24 - loss: 0.1412 - accuracy: 0.9569
 416/1208 [=========>....................] - ETA: 2:19:12 - loss: 0.1413 - accuracy: 0.9569
 417/1208 [=========>....................] - ETA: 2:19:01 - loss: 0.1412 - accuracy: 0.9570
 418/1208 [=========>....................] - ETA: 2:18:50 - loss: 0.1412 - accuracy: 0.9570
 419/1208 [=========>....................] - ETA: 2:18:38 - loss: 0.1410 - accuracy: 0.9571
 420/1208 [=========>....................] - ETA: 2:18:27 - loss: 0.1411 - accuracy: 0.9570
 421/1208 [=========>....................] - ETA: 2:18:16 - loss: 0.1411 - accuracy: 0.9570
 422/1208 [=========>....................] - ETA: 2:18:04 - loss: 0.1412 - accuracy: 0.9569
 423/1208 [=========>....................] - ETA: 2:17:54 - loss: 0.1414 - accuracy: 0.9567
 424/1208 [=========>....................] - ETA: 2:17:43 - loss: 0.1412 - accuracy: 0.9568
 425/1208 [=========>....................] - ETA: 2:17:32 - loss: 0.1413 - accuracy: 0.9567
 426/1208 [=========>....................] - ETA: 2:17:20 - loss: 0.1412 - accuracy: 0.9568
 427/1208 [=========>....................] - ETA: 2:17:08 - loss: 0.1411 - accuracy: 0.9568
 428/1208 [=========>....................] - ETA: 2:16:58 - loss: 0.1409 - accuracy: 0.9568
 429/1208 [=========>....................] - ETA: 2:16:47 - loss: 0.1410 - accuracy: 0.9569
 430/1208 [=========>....................] - ETA: 2:16:33 - loss: 0.1412 - accuracy: 0.9568
 431/1208 [=========>....................] - ETA: 2:16:23 - loss: 0.1412 - accuracy: 0.9568
 432/1208 [=========>....................] - ETA: 2:16:13 - loss: 0.1412 - accuracy: 0.9569
 433/1208 [=========>....................] - ETA: 2:16:00 - loss: 0.1410 - accuracy: 0.9570
 434/1208 [=========>....................] - ETA: 2:15:49 - loss: 0.1410 - accuracy: 0.9570
 435/1208 [=========>....................] - ETA: 2:15:40 - loss: 0.1410 - accuracy: 0.9570
 436/1208 [=========>....................] - ETA: 2:15:31 - loss: 0.1413 - accuracy: 0.9569
 437/1208 [=========>....................] - ETA: 2:15:20 - loss: 0.1413 - accuracy: 0.9568
 438/1208 [=========>....................] - ETA: 2:15:10 - loss: 0.1418 - accuracy: 0.9566
 439/1208 [=========>....................] - ETA: 2:15:00 - loss: 0.1418 - accuracy: 0.9566
 440/1208 [=========>....................] - ETA: 2:14:49 - loss: 0.1417 - accuracy: 0.9566
 441/1208 [=========>....................] - ETA: 2:14:36 - loss: 0.1417 - accuracy: 0.9566
 442/1208 [=========>....................] - ETA: 2:14:26 - loss: 0.1420 - accuracy: 0.9565
 443/1208 [==========>...................] - ETA: 2:14:15 - loss: 0.1420 - accuracy: 0.9565
 444/1208 [==========>...................] - ETA: 2:14:05 - loss: 0.1420 - accuracy: 0.9565
 445/1208 [==========>...................] - ETA: 2:13:53 - loss: 0.1418 - accuracy: 0.9566
 446/1208 [==========>...................] - ETA: 2:13:43 - loss: 0.1419 - accuracy: 0.9566
 447/1208 [==========>...................] - ETA: 2:13:33 - loss: 0.1417 - accuracy: 0.9567
 448/1208 [==========>...................] - ETA: 2:13:23 - loss: 0.1415 - accuracy: 0.9567
 449/1208 [==========>...................] - ETA: 2:13:11 - loss: 0.1417 - accuracy: 0.9567
 450/1208 [==========>...................] - ETA: 2:13:01 - loss: 0.1416 - accuracy: 0.9567
 451/1208 [==========>...................] - ETA: 2:12:51 - loss: 0.1415 - accuracy: 0.9567
 452/1208 [==========>...................] - ETA: 2:12:40 - loss: 0.1419 - accuracy: 0.9566
 453/1208 [==========>...................] - ETA: 2:12:30 - loss: 0.1417 - accuracy: 0.9566
 454/1208 [==========>...................] - ETA: 2:12:18 - loss: 0.1415 - accuracy: 0.9567
 455/1208 [==========>...................] - ETA: 2:12:06 - loss: 0.1416 - accuracy: 0.9568
 456/1208 [==========>...................] - ETA: 2:11:55 - loss: 0.1414 - accuracy: 0.9569
 457/1208 [==========>...................] - ETA: 2:11:44 - loss: 0.1412 - accuracy: 0.9569
 458/1208 [==========>...................] - ETA: 2:11:32 - loss: 0.1411 - accuracy: 0.9569
 459/1208 [==========>...................] - ETA: 2:11:20 - loss: 0.1411 - accuracy: 0.9569
 460/1208 [==========>...................] - ETA: 2:11:10 - loss: 0.1412 - accuracy: 0.9569
 461/1208 [==========>...................] - ETA: 2:10:58 - loss: 0.1412 - accuracy: 0.9569
 462/1208 [==========>...................] - ETA: 2:10:47 - loss: 0.1412 - accuracy: 0.9568
 463/1208 [==========>...................] - ETA: 2:10:36 - loss: 0.1411 - accuracy: 0.9569
 464/1208 [==========>...................] - ETA: 2:10:24 - loss: 0.1411 - accuracy: 0.9569
 465/1208 [==========>...................] - ETA: 2:10:13 - loss: 0.1413 - accuracy: 0.9568
 466/1208 [==========>...................] - ETA: 2:10:01 - loss: 0.1413 - accuracy: 0.9568
 467/1208 [==========>...................] - ETA: 2:09:52 - loss: 0.1413 - accuracy: 0.9567
 468/1208 [==========>...................] - ETA: 2:09:42 - loss: 0.1412 - accuracy: 0.9568
 469/1208 [==========>...................] - ETA: 2:09:33 - loss: 0.1412 - accuracy: 0.9568
 470/1208 [==========>...................] - ETA: 2:09:24 - loss: 0.1411 - accuracy: 0.9568
 471/1208 [==========>...................] - ETA: 2:09:14 - loss: 0.1410 - accuracy: 0.9568
 472/1208 [==========>...................] - ETA: 2:09:04 - loss: 0.1410 - accuracy: 0.9568
 473/1208 [==========>...................] - ETA: 2:08:55 - loss: 0.1409 - accuracy: 0.9568
 474/1208 [==========>...................] - ETA: 2:08:45 - loss: 0.1410 - accuracy: 0.9568
 475/1208 [==========>...................] - ETA: 2:08:35 - loss: 0.1410 - accuracy: 0.9568
 476/1208 [==========>...................] - ETA: 2:08:27 - loss: 0.1409 - accuracy: 0.9569
 477/1208 [==========>...................] - ETA: 2:08:19 - loss: 0.1410 - accuracy: 0.9569
 478/1208 [==========>...................] - ETA: 2:08:09 - loss: 0.1408 - accuracy: 0.9570
 479/1208 [==========>...................] - ETA: 2:08:01 - loss: 0.1408 - accuracy: 0.9570
 480/1208 [==========>...................] - ETA: 2:07:51 - loss: 0.1410 - accuracy: 0.9569
 481/1208 [==========>...................] - ETA: 2:07:42 - loss: 0.1409 - accuracy: 0.9570
 482/1208 [==========>...................] - ETA: 2:07:32 - loss: 0.1409 - accuracy: 0.9570
 483/1208 [==========>...................] - ETA: 2:07:20 - loss: 0.1410 - accuracy: 0.9569
 484/1208 [===========>..................] - ETA: 2:07:10 - loss: 0.1410 - accuracy: 0.9570
 485/1208 [===========>..................] - ETA: 2:06:59 - loss: 0.1410 - accuracy: 0.9570
 486/1208 [===========>..................] - ETA: 2:06:49 - loss: 0.1409 - accuracy: 0.9570
 487/1208 [===========>..................] - ETA: 2:06:39 - loss: 0.1409 - accuracy: 0.9570
 488/1208 [===========>..................] - ETA: 2:06:29 - loss: 0.1409 - accuracy: 0.9569
 489/1208 [===========>..................] - ETA: 2:06:19 - loss: 0.1408 - accuracy: 0.9569
 490/1208 [===========>..................] - ETA: 2:06:08 - loss: 0.1410 - accuracy: 0.9569
 491/1208 [===========>..................] - ETA: 2:05:58 - loss: 0.1410 - accuracy: 0.9569
 492/1208 [===========>..................] - ETA: 2:05:47 - loss: 0.1408 - accuracy: 0.9569
 493/1208 [===========>..................] - ETA: 2:05:36 - loss: 0.1408 - accuracy: 0.9569
 494/1208 [===========>..................] - ETA: 2:05:27 - loss: 0.1407 - accuracy: 0.9570
 495/1208 [===========>..................] - ETA: 2:05:17 - loss: 0.1407 - accuracy: 0.9570
 496/1208 [===========>..................] - ETA: 2:05:05 - loss: 0.1407 - accuracy: 0.9570
 497/1208 [===========>..................] - ETA: 2:04:55 - loss: 0.1407 - accuracy: 0.9570
 498/1208 [===========>..................] - ETA: 2:04:44 - loss: 0.1408 - accuracy: 0.9570
 499/1208 [===========>..................] - ETA: 2:04:33 - loss: 0.1409 - accuracy: 0.9571
 500/1208 [===========>..................] - ETA: 2:04:21 - loss: 0.1410 - accuracy: 0.9571
 501/1208 [===========>..................] - ETA: 2:04:11 - loss: 0.1409 - accuracy: 0.9571
 502/1208 [===========>..................] - ETA: 2:04:00 - loss: 0.1409 - accuracy: 0.9571
 503/1208 [===========>..................] - ETA: 2:03:49 - loss: 0.1409 - accuracy: 0.9570
 504/1208 [===========>..................] - ETA: 2:03:38 - loss: 0.1411 - accuracy: 0.9570
 505/1208 [===========>..................] - ETA: 2:03:27 - loss: 0.1411 - accuracy: 0.9569
 506/1208 [===========>..................] - ETA: 2:03:17 - loss: 0.1412 - accuracy: 0.9569
 507/1208 [===========>..................] - ETA: 2:03:05 - loss: 0.1412 - accuracy: 0.9569
 508/1208 [===========>..................] - ETA: 2:02:54 - loss: 0.1413 - accuracy: 0.9568
 509/1208 [===========>..................] - ETA: 2:02:44 - loss: 0.1415 - accuracy: 0.9568
 510/1208 [===========>..................] - ETA: 2:02:33 - loss: 0.1413 - accuracy: 0.9569
 511/1208 [===========>..................] - ETA: 2:02:22 - loss: 0.1414 - accuracy: 0.9568
 512/1208 [===========>..................] - ETA: 2:02:12 - loss: 0.1414 - accuracy: 0.9568
 513/1208 [===========>..................] - ETA: 2:02:03 - loss: 0.1414 - accuracy: 0.9568
 514/1208 [===========>..................] - ETA: 2:01:53 - loss: 0.1412 - accuracy: 0.9569
 515/1208 [===========>..................] - ETA: 2:01:43 - loss: 0.1411 - accuracy: 0.9569
 516/1208 [===========>..................] - ETA: 2:01:33 - loss: 0.1411 - accuracy: 0.9569
 517/1208 [===========>..................] - ETA: 2:01:25 - loss: 0.1410 - accuracy: 0.9569
 518/1208 [===========>..................] - ETA: 2:01:13 - loss: 0.1412 - accuracy: 0.9569
 519/1208 [===========>..................] - ETA: 2:01:03 - loss: 0.1413 - accuracy: 0.9568
 520/1208 [===========>..................] - ETA: 2:00:52 - loss: 0.1414 - accuracy: 0.9567
 521/1208 [===========>..................] - ETA: 2:00:42 - loss: 0.1412 - accuracy: 0.9568
 522/1208 [===========>..................] - ETA: 2:00:31 - loss: 0.1412 - accuracy: 0.9568
 523/1208 [===========>..................] - ETA: 2:00:20 - loss: 0.1412 - accuracy: 0.9568
 524/1208 [============>.................] - ETA: 2:00:10 - loss: 0.1412 - accuracy: 0.9568
 525/1208 [============>.................] - ETA: 2:00:00 - loss: 0.1414 - accuracy: 0.9567
 526/1208 [============>.................] - ETA: 1:59:49 - loss: 0.1415 - accuracy: 0.9566
 527/1208 [============>.................] - ETA: 1:59:39 - loss: 0.1413 - accuracy: 0.9567
 528/1208 [============>.................] - ETA: 1:59:29 - loss: 0.1412 - accuracy: 0.9567
 529/1208 [============>.................] - ETA: 1:59:19 - loss: 0.1412 - accuracy: 0.9567
 530/1208 [============>.................] - ETA: 1:59:08 - loss: 0.1412 - accuracy: 0.9568
 531/1208 [============>.................] - ETA: 1:58:58 - loss: 0.1411 - accuracy: 0.9568
 532/1208 [============>.................] - ETA: 1:58:47 - loss: 0.1409 - accuracy: 0.9569
 533/1208 [============>.................] - ETA: 1:58:37 - loss: 0.1411 - accuracy: 0.9568
 534/1208 [============>.................] - ETA: 1:58:26 - loss: 0.1411 - accuracy: 0.9568
 535/1208 [============>.................] - ETA: 1:58:15 - loss: 0.1411 - accuracy: 0.9569
 536/1208 [============>.................] - ETA: 1:58:02 - loss: 0.1410 - accuracy: 0.9569
 537/1208 [============>.................] - ETA: 1:57:51 - loss: 0.1410 - accuracy: 0.9569
 538/1208 [============>.................] - ETA: 1:57:41 - loss: 0.1409 - accuracy: 0.9569
 539/1208 [============>.................] - ETA: 1:57:30 - loss: 0.1411 - accuracy: 0.9568
 540/1208 [============>.................] - ETA: 1:57:18 - loss: 0.1411 - accuracy: 0.9568
 541/1208 [============>.................] - ETA: 1:57:07 - loss: 0.1410 - accuracy: 0.9569
 542/1208 [============>.................] - ETA: 1:56:57 - loss: 0.1411 - accuracy: 0.9568
 543/1208 [============>.................] - ETA: 1:56:46 - loss: 0.1410 - accuracy: 0.9568
 544/1208 [============>.................] - ETA: 1:56:35 - loss: 0.1410 - accuracy: 0.9569
 545/1208 [============>.................] - ETA: 1:56:24 - loss: 0.1408 - accuracy: 0.9569
 546/1208 [============>.................] - ETA: 1:56:13 - loss: 0.1409 - accuracy: 0.9569
 547/1208 [============>.................] - ETA: 1:56:02 - loss: 0.1408 - accuracy: 0.9570
 548/1208 [============>.................] - ETA: 1:55:52 - loss: 0.1409 - accuracy: 0.9569
 549/1208 [============>.................] - ETA: 1:55:43 - loss: 0.1409 - accuracy: 0.9569
 550/1208 [============>.................] - ETA: 1:55:33 - loss: 0.1409 - accuracy: 0.9568
 551/1208 [============>.................] - ETA: 1:55:24 - loss: 0.1411 - accuracy: 0.9568
 552/1208 [============>.................] - ETA: 1:55:14 - loss: 0.1413 - accuracy: 0.9567
 553/1208 [============>.................] - ETA: 1:55:04 - loss: 0.1414 - accuracy: 0.9567
 554/1208 [============>.................] - ETA: 1:54:53 - loss: 0.1414 - accuracy: 0.9567
 555/1208 [============>.................] - ETA: 1:54:42 - loss: 0.1415 - accuracy: 0.9566
 556/1208 [============>.................] - ETA: 1:54:32 - loss: 0.1414 - accuracy: 0.9567
 557/1208 [============>.................] - ETA: 1:54:21 - loss: 0.1415 - accuracy: 0.9566
 558/1208 [============>.................] - ETA: 1:54:10 - loss: 0.1416 - accuracy: 0.9565
 559/1208 [============>.................] - ETA: 1:53:58 - loss: 0.1417 - accuracy: 0.9565
 560/1208 [============>.................] - ETA: 1:53:47 - loss: 0.1417 - accuracy: 0.9565
 561/1208 [============>.................] - ETA: 1:53:37 - loss: 0.1416 - accuracy: 0.9565
 562/1208 [============>.................] - ETA: 1:53:26 - loss: 0.1417 - accuracy: 0.9565
 563/1208 [============>.................] - ETA: 1:53:16 - loss: 0.1415 - accuracy: 0.9566
 564/1208 [=============>................] - ETA: 1:53:05 - loss: 0.1416 - accuracy: 0.9565
 565/1208 [=============>................] - ETA: 1:52:55 - loss: 0.1416 - accuracy: 0.9566
 566/1208 [=============>................] - ETA: 1:52:44 - loss: 0.1416 - accuracy: 0.9565
 567/1208 [=============>................] - ETA: 1:52:34 - loss: 0.1416 - accuracy: 0.9566
 568/1208 [=============>................] - ETA: 1:52:22 - loss: 0.1416 - accuracy: 0.9566
 569/1208 [=============>................] - ETA: 1:52:11 - loss: 0.1416 - accuracy: 0.9566
 570/1208 [=============>................] - ETA: 1:52:02 - loss: 0.1414 - accuracy: 0.9566
 571/1208 [=============>................] - ETA: 1:51:51 - loss: 0.1413 - accuracy: 0.9567
 572/1208 [=============>................] - ETA: 1:51:40 - loss: 0.1414 - accuracy: 0.9566
 573/1208 [=============>................] - ETA: 1:51:30 - loss: 0.1414 - accuracy: 0.9567
 574/1208 [=============>................] - ETA: 1:51:20 - loss: 0.1413 - accuracy: 0.9567
 575/1208 [=============>................] - ETA: 1:51:09 - loss: 0.1413 - accuracy: 0.9567
 576/1208 [=============>................] - ETA: 1:50:58 - loss: 0.1413 - accuracy: 0.9567
 577/1208 [=============>................] - ETA: 1:50:46 - loss: 0.1412 - accuracy: 0.9568
 578/1208 [=============>................] - ETA: 1:50:35 - loss: 0.1412 - accuracy: 0.9568
 579/1208 [=============>................] - ETA: 1:50:24 - loss: 0.1414 - accuracy: 0.9566
 580/1208 [=============>................] - ETA: 1:50:13 - loss: 0.1413 - accuracy: 0.9567
 581/1208 [=============>................] - ETA: 1:50:03 - loss: 0.1414 - accuracy: 0.9566
 582/1208 [=============>................] - ETA: 1:49:52 - loss: 0.1413 - accuracy: 0.9566
 583/1208 [=============>................] - ETA: 1:49:41 - loss: 0.1415 - accuracy: 0.9566
 584/1208 [=============>................] - ETA: 1:49:31 - loss: 0.1414 - accuracy: 0.9566
 585/1208 [=============>................] - ETA: 1:49:22 - loss: 0.1415 - accuracy: 0.9566
 586/1208 [=============>................] - ETA: 1:49:12 - loss: 0.1414 - accuracy: 0.9566
 587/1208 [=============>................] - ETA: 1:49:01 - loss: 0.1414 - accuracy: 0.9566
 588/1208 [=============>................] - ETA: 1:48:52 - loss: 0.1413 - accuracy: 0.9567
 589/1208 [=============>................] - ETA: 1:48:43 - loss: 0.1413 - accuracy: 0.9567
 590/1208 [=============>................] - ETA: 1:48:32 - loss: 0.1412 - accuracy: 0.9566
 591/1208 [=============>................] - ETA: 1:48:22 - loss: 0.1412 - accuracy: 0.9567
 592/1208 [=============>................] - ETA: 1:48:12 - loss: 0.1413 - accuracy: 0.9566
 593/1208 [=============>................] - ETA: 1:48:03 - loss: 0.1413 - accuracy: 0.9567
 594/1208 [=============>................] - ETA: 1:47:51 - loss: 0.1414 - accuracy: 0.9566
 595/1208 [=============>................] - ETA: 1:47:40 - loss: 0.1414 - accuracy: 0.9566
 596/1208 [=============>................] - ETA: 1:47:30 - loss: 0.1415 - accuracy: 0.9566
 597/1208 [=============>................] - ETA: 1:47:19 - loss: 0.1415 - accuracy: 0.9566
 598/1208 [=============>................] - ETA: 1:47:08 - loss: 0.1415 - accuracy: 0.9567
 599/1208 [=============>................] - ETA: 1:46:58 - loss: 0.1415 - accuracy: 0.9567
 600/1208 [=============>................] - ETA: 1:46:47 - loss: 0.1414 - accuracy: 0.9567
 601/1208 [=============>................] - ETA: 1:46:36 - loss: 0.1414 - accuracy: 0.9567
 602/1208 [=============>................] - ETA: 1:46:26 - loss: 0.1414 - accuracy: 0.9566
 603/1208 [=============>................] - ETA: 1:46:15 - loss: 0.1416 - accuracy: 0.9565
 604/1208 [==============>...............] - ETA: 1:46:04 - loss: 0.1417 - accuracy: 0.9565
 605/1208 [==============>...............] - ETA: 1:45:54 - loss: 0.1416 - accuracy: 0.9565
 606/1208 [==============>...............] - ETA: 1:45:44 - loss: 0.1416 - accuracy: 0.9565
 607/1208 [==============>...............] - ETA: 1:45:33 - loss: 0.1417 - accuracy: 0.9565
 608/1208 [==============>...............] - ETA: 1:45:23 - loss: 0.1418 - accuracy: 0.9565
 609/1208 [==============>...............] - ETA: 1:45:11 - loss: 0.1417 - accuracy: 0.9565
 610/1208 [==============>...............] - ETA: 1:45:01 - loss: 0.1417 - accuracy: 0.9565
 611/1208 [==============>...............] - ETA: 1:44:50 - loss: 0.1418 - accuracy: 0.9565
 612/1208 [==============>...............] - ETA: 1:44:40 - loss: 0.1418 - accuracy: 0.9564
 613/1208 [==============>...............] - ETA: 1:44:29 - loss: 0.1417 - accuracy: 0.9565
 614/1208 [==============>...............] - ETA: 1:44:18 - loss: 0.1418 - accuracy: 0.9564
 615/1208 [==============>...............] - ETA: 1:44:06 - loss: 0.1418 - accuracy: 0.9564
 616/1208 [==============>...............] - ETA: 1:43:55 - loss: 0.1418 - accuracy: 0.9564
 617/1208 [==============>...............] - ETA: 1:43:44 - loss: 0.1417 - accuracy: 0.9564
 618/1208 [==============>...............] - ETA: 1:43:34 - loss: 0.1419 - accuracy: 0.9564
 619/1208 [==============>...............] - ETA: 1:43:23 - loss: 0.1419 - accuracy: 0.9564
 620/1208 [==============>...............] - ETA: 1:43:13 - loss: 0.1418 - accuracy: 0.9564
 621/1208 [==============>...............] - ETA: 1:43:02 - loss: 0.1417 - accuracy: 0.9565
 622/1208 [==============>...............] - ETA: 1:42:51 - loss: 0.1416 - accuracy: 0.9565
 623/1208 [==============>...............] - ETA: 1:42:41 - loss: 0.1417 - accuracy: 0.9565
 624/1208 [==============>...............] - ETA: 1:42:30 - loss: 0.1417 - accuracy: 0.9565
 625/1208 [==============>...............] - ETA: 1:42:21 - loss: 0.1418 - accuracy: 0.9564
 626/1208 [==============>...............] - ETA: 1:42:10 - loss: 0.1417 - accuracy: 0.9564
 627/1208 [==============>...............] - ETA: 1:42:00 - loss: 0.1420 - accuracy: 0.9563
 628/1208 [==============>...............] - ETA: 1:41:49 - loss: 0.1420 - accuracy: 0.9563
 629/1208 [==============>...............] - ETA: 1:41:38 - loss: 0.1419 - accuracy: 0.9564
 630/1208 [==============>...............] - ETA: 1:41:28 - loss: 0.1420 - accuracy: 0.9563
 631/1208 [==============>...............] - ETA: 1:41:17 - loss: 0.1419 - accuracy: 0.9563
 632/1208 [==============>...............] - ETA: 1:41:06 - loss: 0.1419 - accuracy: 0.9563
 633/1208 [==============>...............] - ETA: 1:40:55 - loss: 0.1418 - accuracy: 0.9563
 634/1208 [==============>...............] - ETA: 1:40:45 - loss: 0.1419 - accuracy: 0.9563
 635/1208 [==============>...............] - ETA: 1:40:34 - loss: 0.1419 - accuracy: 0.9563
 636/1208 [==============>...............] - ETA: 1:40:23 - loss: 0.1419 - accuracy: 0.9562
 637/1208 [==============>...............] - ETA: 1:40:12 - loss: 0.1420 - accuracy: 0.9562
 638/1208 [==============>...............] - ETA: 1:40:02 - loss: 0.1420 - accuracy: 0.9562
 639/1208 [==============>...............] - ETA: 1:39:51 - loss: 0.1419 - accuracy: 0.9562
 640/1208 [==============>...............] - ETA: 1:39:40 - loss: 0.1418 - accuracy: 0.9563
 641/1208 [==============>...............] - ETA: 1:39:29 - loss: 0.1417 - accuracy: 0.9562
 642/1208 [==============>...............] - ETA: 1:39:19 - loss: 0.1417 - accuracy: 0.9563
 643/1208 [==============>...............] - ETA: 1:39:08 - loss: 0.1417 - accuracy: 0.9563
 644/1208 [==============>...............] - ETA: 1:38:58 - loss: 0.1417 - accuracy: 0.9563
 645/1208 [===============>..............] - ETA: 1:38:47 - loss: 0.1417 - accuracy: 0.9563
 646/1208 [===============>..............] - ETA: 1:38:37 - loss: 0.1417 - accuracy: 0.9562
 647/1208 [===============>..............] - ETA: 1:38:26 - loss: 0.1416 - accuracy: 0.9563
 648/1208 [===============>..............] - ETA: 1:38:16 - loss: 0.1416 - accuracy: 0.9563
 649/1208 [===============>..............] - ETA: 1:38:05 - loss: 0.1415 - accuracy: 0.9563
 650/1208 [===============>..............] - ETA: 1:37:55 - loss: 0.1414 - accuracy: 0.9564
 651/1208 [===============>..............] - ETA: 1:37:44 - loss: 0.1413 - accuracy: 0.9564
 652/1208 [===============>..............] - ETA: 1:37:33 - loss: 0.1413 - accuracy: 0.9564
 653/1208 [===============>..............] - ETA: 1:37:23 - loss: 0.1414 - accuracy: 0.9563
 654/1208 [===============>..............] - ETA: 1:37:12 - loss: 0.1415 - accuracy: 0.9563
 655/1208 [===============>..............] - ETA: 1:37:01 - loss: 0.1416 - accuracy: 0.9562
 656/1208 [===============>..............] - ETA: 1:36:50 - loss: 0.1416 - accuracy: 0.9562
 657/1208 [===============>..............] - ETA: 1:36:40 - loss: 0.1416 - accuracy: 0.9562
 658/1208 [===============>..............] - ETA: 1:36:30 - loss: 0.1416 - accuracy: 0.9562
 659/1208 [===============>..............] - ETA: 1:36:19 - loss: 0.1417 - accuracy: 0.9561
 660/1208 [===============>..............] - ETA: 1:36:09 - loss: 0.1417 - accuracy: 0.9561
 661/1208 [===============>..............] - ETA: 1:36:00 - loss: 0.1417 - accuracy: 0.9562
 662/1208 [===============>..............] - ETA: 1:35:50 - loss: 0.1416 - accuracy: 0.9562
 663/1208 [===============>..............] - ETA: 1:35:40 - loss: 0.1415 - accuracy: 0.9562
 664/1208 [===============>..............] - ETA: 1:35:30 - loss: 0.1415 - accuracy: 0.9563
 665/1208 [===============>..............] - ETA: 1:35:19 - loss: 0.1416 - accuracy: 0.9562
 666/1208 [===============>..............] - ETA: 1:35:09 - loss: 0.1416 - accuracy: 0.9562
 667/1208 [===============>..............] - ETA: 1:34:59 - loss: 0.1415 - accuracy: 0.9563
 668/1208 [===============>..............] - ETA: 1:34:48 - loss: 0.1415 - accuracy: 0.9563
 669/1208 [===============>..............] - ETA: 1:34:37 - loss: 0.1416 - accuracy: 0.9563
 670/1208 [===============>..............] - ETA: 1:34:28 - loss: 0.1415 - accuracy: 0.9563
 671/1208 [===============>..............] - ETA: 1:34:16 - loss: 0.1415 - accuracy: 0.9563
 672/1208 [===============>..............] - ETA: 1:34:05 - loss: 0.1414 - accuracy: 0.9563
 673/1208 [===============>..............] - ETA: 1:33:55 - loss: 0.1416 - accuracy: 0.9563
 674/1208 [===============>..............] - ETA: 1:33:45 - loss: 0.1417 - accuracy: 0.9563
 675/1208 [===============>..............] - ETA: 1:33:34 - loss: 0.1417 - accuracy: 0.9563
 676/1208 [===============>..............] - ETA: 1:33:23 - loss: 0.1418 - accuracy: 0.9562
 677/1208 [===============>..............] - ETA: 1:33:12 - loss: 0.1420 - accuracy: 0.9561
 678/1208 [===============>..............] - ETA: 1:33:02 - loss: 0.1421 - accuracy: 0.9561
 679/1208 [===============>..............] - ETA: 1:32:50 - loss: 0.1420 - accuracy: 0.9561
 680/1208 [===============>..............] - ETA: 1:32:40 - loss: 0.1420 - accuracy: 0.9562
 681/1208 [===============>..............] - ETA: 1:32:29 - loss: 0.1420 - accuracy: 0.9561
 682/1208 [===============>..............] - ETA: 1:32:18 - loss: 0.1419 - accuracy: 0.9562
 683/1208 [===============>..............] - ETA: 1:32:07 - loss: 0.1421 - accuracy: 0.9561
 684/1208 [===============>..............] - ETA: 1:31:56 - loss: 0.1421 - accuracy: 0.9561
 685/1208 [================>.............] - ETA: 1:31:45 - loss: 0.1422 - accuracy: 0.9560
 686/1208 [================>.............] - ETA: 1:31:34 - loss: 0.1422 - accuracy: 0.9560
 687/1208 [================>.............] - ETA: 1:31:23 - loss: 0.1420 - accuracy: 0.9561
 688/1208 [================>.............] - ETA: 1:31:13 - loss: 0.1419 - accuracy: 0.9561
 689/1208 [================>.............] - ETA: 1:31:02 - loss: 0.1419 - accuracy: 0.9562
 690/1208 [================>.............] - ETA: 1:30:52 - loss: 0.1418 - accuracy: 0.9562
 691/1208 [================>.............] - ETA: 1:30:41 - loss: 0.1417 - accuracy: 0.9562
 692/1208 [================>.............] - ETA: 1:30:30 - loss: 0.1417 - accuracy: 0.9562
 693/1208 [================>.............] - ETA: 1:30:20 - loss: 0.1418 - accuracy: 0.9562
 694/1208 [================>.............] - ETA: 1:30:10 - loss: 0.1418 - accuracy: 0.9562
 695/1208 [================>.............] - ETA: 1:30:00 - loss: 0.1418 - accuracy: 0.9562
 696/1208 [================>.............] - ETA: 1:29:50 - loss: 0.1418 - accuracy: 0.9561
 697/1208 [================>.............] - ETA: 1:29:40 - loss: 0.1420 - accuracy: 0.9561
 698/1208 [================>.............] - ETA: 1:29:30 - loss: 0.1419 - accuracy: 0.9561
 699/1208 [================>.............] - ETA: 1:29:20 - loss: 0.1418 - accuracy: 0.9561
 700/1208 [================>.............] - ETA: 1:29:10 - loss: 0.1418 - accuracy: 0.9561
 701/1208 [================>.............] - ETA: 1:29:00 - loss: 0.1418 - accuracy: 0.9561
 702/1208 [================>.............] - ETA: 1:28:50 - loss: 0.1421 - accuracy: 0.9560
 703/1208 [================>.............] - ETA: 1:28:41 - loss: 0.1422 - accuracy: 0.9560
 704/1208 [================>.............] - ETA: 1:28:31 - loss: 0.1421 - accuracy: 0.9560
 705/1208 [================>.............] - ETA: 1:28:21 - loss: 0.1421 - accuracy: 0.9560
 706/1208 [================>.............] - ETA: 1:28:11 - loss: 0.1420 - accuracy: 0.9560
 707/1208 [================>.............] - ETA: 1:27:59 - loss: 0.1422 - accuracy: 0.9560
 708/1208 [================>.............] - ETA: 1:27:49 - loss: 0.1422 - accuracy: 0.9560
 709/1208 [================>.............] - ETA: 1:27:38 - loss: 0.1423 - accuracy: 0.9560
 710/1208 [================>.............] - ETA: 1:27:27 - loss: 0.1422 - accuracy: 0.9560
 711/1208 [================>.............] - ETA: 1:27:17 - loss: 0.1422 - accuracy: 0.9560
 712/1208 [================>.............] - ETA: 1:27:06 - loss: 0.1423 - accuracy: 0.9560
 713/1208 [================>.............] - ETA: 1:26:54 - loss: 0.1423 - accuracy: 0.9559
 714/1208 [================>.............] - ETA: 1:26:43 - loss: 0.1422 - accuracy: 0.9560
 715/1208 [================>.............] - ETA: 1:26:32 - loss: 0.1422 - accuracy: 0.9560
 716/1208 [================>.............] - ETA: 1:26:21 - loss: 0.1425 - accuracy: 0.9559
 717/1208 [================>.............] - ETA: 1:26:10 - loss: 0.1425 - accuracy: 0.9559
 718/1208 [================>.............] - ETA: 1:25:59 - loss: 0.1425 - accuracy: 0.9558
 719/1208 [================>.............] - ETA: 1:25:48 - loss: 0.1426 - accuracy: 0.9558
 720/1208 [================>.............] - ETA: 1:25:37 - loss: 0.1428 - accuracy: 0.9557
 721/1208 [================>.............] - ETA: 1:25:26 - loss: 0.1428 - accuracy: 0.9557
 722/1208 [================>.............] - ETA: 1:25:15 - loss: 0.1428 - accuracy: 0.9557
 723/1208 [================>.............] - ETA: 1:25:04 - loss: 0.1431 - accuracy: 0.9556
 724/1208 [================>.............] - ETA: 1:24:53 - loss: 0.1432 - accuracy: 0.9555
 725/1208 [=================>............] - ETA: 1:24:42 - loss: 0.1431 - accuracy: 0.9555
 726/1208 [=================>............] - ETA: 1:24:31 - loss: 0.1432 - accuracy: 0.9555
 727/1208 [=================>............] - ETA: 1:24:20 - loss: 0.1432 - accuracy: 0.9555
 728/1208 [=================>............] - ETA: 1:24:09 - loss: 0.1433 - accuracy: 0.9554
 729/1208 [=================>............] - ETA: 1:23:59 - loss: 0.1434 - accuracy: 0.9554
 730/1208 [=================>............] - ETA: 1:23:48 - loss: 0.1433 - accuracy: 0.9554
 731/1208 [=================>............] - ETA: 1:23:37 - loss: 0.1435 - accuracy: 0.9553
 732/1208 [=================>............] - ETA: 1:23:25 - loss: 0.1435 - accuracy: 0.9553
 733/1208 [=================>............] - ETA: 1:23:15 - loss: 0.1434 - accuracy: 0.9554
 734/1208 [=================>............] - ETA: 1:23:04 - loss: 0.1435 - accuracy: 0.9553
 735/1208 [=================>............] - ETA: 1:22:54 - loss: 0.1435 - accuracy: 0.9553
 736/1208 [=================>............] - ETA: 1:22:43 - loss: 0.1434 - accuracy: 0.9553
 737/1208 [=================>............] - ETA: 1:22:33 - loss: 0.1435 - accuracy: 0.9553
 738/1208 [=================>............] - ETA: 1:22:23 - loss: 0.1436 - accuracy: 0.9552
 739/1208 [=================>............] - ETA: 1:22:12 - loss: 0.1435 - accuracy: 0.9553
 740/1208 [=================>............] - ETA: 1:22:01 - loss: 0.1435 - accuracy: 0.9553
 741/1208 [=================>............] - ETA: 1:21:51 - loss: 0.1434 - accuracy: 0.9553
 742/1208 [=================>............] - ETA: 1:21:40 - loss: 0.1437 - accuracy: 0.9552
 743/1208 [=================>............] - ETA: 1:21:29 - loss: 0.1437 - accuracy: 0.9552
 744/1208 [=================>............] - ETA: 1:21:18 - loss: 0.1438 - accuracy: 0.9552
 745/1208 [=================>............] - ETA: 1:21:08 - loss: 0.1438 - accuracy: 0.9552
 746/1208 [=================>............] - ETA: 1:20:57 - loss: 0.1438 - accuracy: 0.9552
 747/1208 [=================>............] - ETA: 1:20:47 - loss: 0.1437 - accuracy: 0.9552
 748/1208 [=================>............] - ETA: 1:20:36 - loss: 0.1438 - accuracy: 0.9552
 749/1208 [=================>............] - ETA: 1:20:25 - loss: 0.1437 - accuracy: 0.9552
 750/1208 [=================>............] - ETA: 1:20:15 - loss: 0.1438 - accuracy: 0.9551
 751/1208 [=================>............] - ETA: 1:20:04 - loss: 0.1438 - accuracy: 0.9552
 752/1208 [=================>............] - ETA: 1:19:53 - loss: 0.1437 - accuracy: 0.9552
 753/1208 [=================>............] - ETA: 1:19:43 - loss: 0.1437 - accuracy: 0.9552
 754/1208 [=================>............] - ETA: 1:19:32 - loss: 0.1437 - accuracy: 0.9552
 755/1208 [=================>............] - ETA: 1:19:21 - loss: 0.1438 - accuracy: 0.9552
 756/1208 [=================>............] - ETA: 1:19:10 - loss: 0.1437 - accuracy: 0.9552
 757/1208 [=================>............] - ETA: 1:18:59 - loss: 0.1437 - accuracy: 0.9552
 758/1208 [=================>............] - ETA: 1:18:48 - loss: 0.1436 - accuracy: 0.9552
 759/1208 [=================>............] - ETA: 1:18:37 - loss: 0.1436 - accuracy: 0.9552
 760/1208 [=================>............] - ETA: 1:18:27 - loss: 0.1436 - accuracy: 0.9552
 761/1208 [=================>............] - ETA: 1:18:16 - loss: 0.1436 - accuracy: 0.9553
 762/1208 [=================>............] - ETA: 1:18:05 - loss: 0.1435 - accuracy: 0.9553
 763/1208 [=================>............] - ETA: 1:17:54 - loss: 0.1436 - accuracy: 0.9553
 764/1208 [=================>............] - ETA: 1:17:43 - loss: 0.1436 - accuracy: 0.9553
 765/1208 [=================>............] - ETA: 1:17:32 - loss: 0.1435 - accuracy: 0.9552
 766/1208 [==================>...........] - ETA: 1:17:22 - loss: 0.1435 - accuracy: 0.9552
 767/1208 [==================>...........] - ETA: 1:17:11 - loss: 0.1434 - accuracy: 0.9553
 768/1208 [==================>...........] - ETA: 1:17:00 - loss: 0.1435 - accuracy: 0.9552
 769/1208 [==================>...........] - ETA: 1:16:49 - loss: 0.1434 - accuracy: 0.9552
 770/1208 [==================>...........] - ETA: 1:16:39 - loss: 0.1434 - accuracy: 0.9553
 771/1208 [==================>...........] - ETA: 1:16:28 - loss: 0.1433 - accuracy: 0.9553
 772/1208 [==================>...........] - ETA: 1:16:18 - loss: 0.1434 - accuracy: 0.9553
 773/1208 [==================>...........] - ETA: 1:16:08 - loss: 0.1434 - accuracy: 0.9553
 774/1208 [==================>...........] - ETA: 1:15:58 - loss: 0.1433 - accuracy: 0.9553
 775/1208 [==================>...........] - ETA: 1:15:48 - loss: 0.1434 - accuracy: 0.9553
 776/1208 [==================>...........] - ETA: 1:15:37 - loss: 0.1434 - accuracy: 0.9553
 777/1208 [==================>...........] - ETA: 1:15:26 - loss: 0.1434 - accuracy: 0.9553
 778/1208 [==================>...........] - ETA: 1:15:16 - loss: 0.1433 - accuracy: 0.9553
 779/1208 [==================>...........] - ETA: 1:15:05 - loss: 0.1433 - accuracy: 0.9553
 780/1208 [==================>...........] - ETA: 1:14:54 - loss: 0.1434 - accuracy: 0.9552
 781/1208 [==================>...........] - ETA: 1:14:44 - loss: 0.1433 - accuracy: 0.9553
 782/1208 [==================>...........] - ETA: 1:14:33 - loss: 0.1434 - accuracy: 0.9553
 783/1208 [==================>...........] - ETA: 1:14:23 - loss: 0.1434 - accuracy: 0.9553
 784/1208 [==================>...........] - ETA: 1:14:12 - loss: 0.1434 - accuracy: 0.9553
 785/1208 [==================>...........] - ETA: 1:14:01 - loss: 0.1434 - accuracy: 0.9553
 786/1208 [==================>...........] - ETA: 1:13:51 - loss: 0.1434 - accuracy: 0.9553
 787/1208 [==================>...........] - ETA: 1:13:41 - loss: 0.1434 - accuracy: 0.9553
 788/1208 [==================>...........] - ETA: 1:13:30 - loss: 0.1433 - accuracy: 0.9554
 789/1208 [==================>...........] - ETA: 1:13:19 - loss: 0.1434 - accuracy: 0.9553
 790/1208 [==================>...........] - ETA: 1:13:09 - loss: 0.1435 - accuracy: 0.9553
 791/1208 [==================>...........] - ETA: 1:12:58 - loss: 0.1434 - accuracy: 0.9553
 792/1208 [==================>...........] - ETA: 1:12:48 - loss: 0.1436 - accuracy: 0.9553
 793/1208 [==================>...........] - ETA: 1:12:37 - loss: 0.1437 - accuracy: 0.9552
 794/1208 [==================>...........] - ETA: 1:12:27 - loss: 0.1436 - accuracy: 0.9552
 795/1208 [==================>...........] - ETA: 1:12:16 - loss: 0.1435 - accuracy: 0.9553
 796/1208 [==================>...........] - ETA: 1:12:05 - loss: 0.1435 - accuracy: 0.9553
 797/1208 [==================>...........] - ETA: 1:11:54 - loss: 0.1434 - accuracy: 0.9553
 798/1208 [==================>...........] - ETA: 1:11:43 - loss: 0.1434 - accuracy: 0.9553
 799/1208 [==================>...........] - ETA: 1:11:33 - loss: 0.1433 - accuracy: 0.9553
 800/1208 [==================>...........] - ETA: 1:11:22 - loss: 0.1433 - accuracy: 0.9553
 801/1208 [==================>...........] - ETA: 1:11:11 - loss: 0.1434 - accuracy: 0.9553
 802/1208 [==================>...........] - ETA: 1:11:00 - loss: 0.1435 - accuracy: 0.9553
 803/1208 [==================>...........] - ETA: 1:10:50 - loss: 0.1435 - accuracy: 0.9552
 804/1208 [==================>...........] - ETA: 1:10:39 - loss: 0.1435 - accuracy: 0.9552
 805/1208 [==================>...........] - ETA: 1:10:28 - loss: 0.1436 - accuracy: 0.9551
 806/1208 [===================>..........] - ETA: 1:10:18 - loss: 0.1437 - accuracy: 0.9551
 807/1208 [===================>..........] - ETA: 1:10:07 - loss: 0.1436 - accuracy: 0.9552
 808/1208 [===================>..........] - ETA: 1:09:56 - loss: 0.1435 - accuracy: 0.9552
 809/1208 [===================>..........] - ETA: 1:09:46 - loss: 0.1437 - accuracy: 0.9552
 810/1208 [===================>..........] - ETA: 1:09:36 - loss: 0.1437 - accuracy: 0.9551
 811/1208 [===================>..........] - ETA: 1:09:25 - loss: 0.1436 - accuracy: 0.9552
 812/1208 [===================>..........] - ETA: 1:09:15 - loss: 0.1436 - accuracy: 0.9552
 813/1208 [===================>..........] - ETA: 1:09:05 - loss: 0.1436 - accuracy: 0.9552
 814/1208 [===================>..........] - ETA: 1:08:54 - loss: 0.1435 - accuracy: 0.9552
 815/1208 [===================>..........] - ETA: 1:08:44 - loss: 0.1435 - accuracy: 0.9552
 816/1208 [===================>..........] - ETA: 1:08:33 - loss: 0.1434 - accuracy: 0.9553
 817/1208 [===================>..........] - ETA: 1:08:23 - loss: 0.1433 - accuracy: 0.9553
 818/1208 [===================>..........] - ETA: 1:08:13 - loss: 0.1433 - accuracy: 0.9553
 819/1208 [===================>..........] - ETA: 1:08:03 - loss: 0.1432 - accuracy: 0.9553
 820/1208 [===================>..........] - ETA: 1:07:52 - loss: 0.1432 - accuracy: 0.9553
 821/1208 [===================>..........] - ETA: 1:07:42 - loss: 0.1432 - accuracy: 0.9553
 822/1208 [===================>..........] - ETA: 1:07:31 - loss: 0.1433 - accuracy: 0.9553
 823/1208 [===================>..........] - ETA: 1:07:20 - loss: 0.1432 - accuracy: 0.9553
 824/1208 [===================>..........] - ETA: 1:07:10 - loss: 0.1432 - accuracy: 0.9553
 825/1208 [===================>..........] - ETA: 1:06:59 - loss: 0.1432 - accuracy: 0.9553
 826/1208 [===================>..........] - ETA: 1:06:49 - loss: 0.1432 - accuracy: 0.9553
 827/1208 [===================>..........] - ETA: 1:06:39 - loss: 0.1432 - accuracy: 0.9553
 828/1208 [===================>..........] - ETA: 1:06:28 - loss: 0.1431 - accuracy: 0.9554
 829/1208 [===================>..........] - ETA: 1:06:18 - loss: 0.1432 - accuracy: 0.9554
 830/1208 [===================>..........] - ETA: 1:06:07 - loss: 0.1431 - accuracy: 0.9553
 831/1208 [===================>..........] - ETA: 1:05:57 - loss: 0.1431 - accuracy: 0.9554
 832/1208 [===================>..........] - ETA: 1:05:46 - loss: 0.1430 - accuracy: 0.9554
 833/1208 [===================>..........] - ETA: 1:05:35 - loss: 0.1429 - accuracy: 0.9554
 834/1208 [===================>..........] - ETA: 1:05:25 - loss: 0.1429 - accuracy: 0.9554
 835/1208 [===================>..........] - ETA: 1:05:14 - loss: 0.1428 - accuracy: 0.9554
 836/1208 [===================>..........] - ETA: 1:05:04 - loss: 0.1428 - accuracy: 0.9554
 837/1208 [===================>..........] - ETA: 1:04:53 - loss: 0.1428 - accuracy: 0.9554
 838/1208 [===================>..........] - ETA: 1:04:43 - loss: 0.1428 - accuracy: 0.9554
 839/1208 [===================>..........] - ETA: 1:04:32 - loss: 0.1428 - accuracy: 0.9555
 840/1208 [===================>..........] - ETA: 1:04:21 - loss: 0.1426 - accuracy: 0.9555
 841/1208 [===================>..........] - ETA: 1:04:11 - loss: 0.1426 - accuracy: 0.9555
 842/1208 [===================>..........] - ETA: 1:03:59 - loss: 0.1427 - accuracy: 0.9555
 843/1208 [===================>..........] - ETA: 1:03:49 - loss: 0.1428 - accuracy: 0.9555
 844/1208 [===================>..........] - ETA: 1:03:38 - loss: 0.1430 - accuracy: 0.9554
 845/1208 [===================>..........] - ETA: 1:03:27 - loss: 0.1430 - accuracy: 0.9554
 846/1208 [====================>.........] - ETA: 1:03:16 - loss: 0.1430 - accuracy: 0.9554
 847/1208 [====================>.........] - ETA: 1:03:05 - loss: 0.1429 - accuracy: 0.9554
 848/1208 [====================>.........] - ETA: 1:02:54 - loss: 0.1429 - accuracy: 0.9554
 849/1208 [====================>.........] - ETA: 1:02:43 - loss: 0.1430 - accuracy: 0.9554
 850/1208 [====================>.........] - ETA: 1:02:33 - loss: 0.1430 - accuracy: 0.9553
 851/1208 [====================>.........] - ETA: 1:02:22 - loss: 0.1429 - accuracy: 0.9554
 852/1208 [====================>.........] - ETA: 1:02:11 - loss: 0.1429 - accuracy: 0.9554
 853/1208 [====================>.........] - ETA: 1:02:01 - loss: 0.1429 - accuracy: 0.9553
 854/1208 [====================>.........] - ETA: 1:01:50 - loss: 0.1430 - accuracy: 0.9553
 855/1208 [====================>.........] - ETA: 1:01:40 - loss: 0.1430 - accuracy: 0.9553
 856/1208 [====================>.........] - ETA: 1:01:29 - loss: 0.1430 - accuracy: 0.9553
 857/1208 [====================>.........] - ETA: 1:01:18 - loss: 0.1431 - accuracy: 0.9553
 858/1208 [====================>.........] - ETA: 1:01:08 - loss: 0.1431 - accuracy: 0.9553
 859/1208 [====================>.........] - ETA: 1:00:56 - loss: 0.1432 - accuracy: 0.9553
 860/1208 [====================>.........] - ETA: 1:00:46 - loss: 0.1431 - accuracy: 0.9553
 861/1208 [====================>.........] - ETA: 1:00:35 - loss: 0.1432 - accuracy: 0.9553
 862/1208 [====================>.........] - ETA: 1:00:25 - loss: 0.1432 - accuracy: 0.9552
 863/1208 [====================>.........] - ETA: 1:00:14 - loss: 0.1431 - accuracy: 0.9553
 864/1208 [====================>.........] - ETA: 1:00:04 - loss: 0.1430 - accuracy: 0.9553
 865/1208 [====================>.........] - ETA: 59:53 - loss: 0.1430 - accuracy: 0.9553  
 866/1208 [====================>.........] - ETA: 59:43 - loss: 0.1430 - accuracy: 0.9553
 867/1208 [====================>.........] - ETA: 59:32 - loss: 0.1430 - accuracy: 0.9553
 868/1208 [====================>.........] - ETA: 59:22 - loss: 0.1429 - accuracy: 0.9553
 869/1208 [====================>.........] - ETA: 59:11 - loss: 0.1428 - accuracy: 0.9553
 870/1208 [====================>.........] - ETA: 59:01 - loss: 0.1428 - accuracy: 0.9553
 871/1208 [====================>.........] - ETA: 58:50 - loss: 0.1428 - accuracy: 0.9554
 872/1208 [====================>.........] - ETA: 58:40 - loss: 0.1428 - accuracy: 0.9553
 873/1208 [====================>.........] - ETA: 58:29 - loss: 0.1429 - accuracy: 0.9553
 874/1208 [====================>.........] - ETA: 58:19 - loss: 0.1428 - accuracy: 0.9554
 875/1208 [====================>.........] - ETA: 58:08 - loss: 0.1428 - accuracy: 0.9553
 876/1208 [====================>.........] - ETA: 57:58 - loss: 0.1429 - accuracy: 0.9553
 877/1208 [====================>.........] - ETA: 57:48 - loss: 0.1428 - accuracy: 0.9554
 878/1208 [====================>.........] - ETA: 57:38 - loss: 0.1429 - accuracy: 0.9553
 879/1208 [====================>.........] - ETA: 57:27 - loss: 0.1428 - accuracy: 0.9554
 880/1208 [====================>.........] - ETA: 57:17 - loss: 0.1428 - accuracy: 0.9554
 881/1208 [====================>.........] - ETA: 57:07 - loss: 0.1428 - accuracy: 0.9554
 882/1208 [====================>.........] - ETA: 56:56 - loss: 0.1427 - accuracy: 0.9554
 883/1208 [====================>.........] - ETA: 56:46 - loss: 0.1427 - accuracy: 0.9554
 884/1208 [====================>.........] - ETA: 56:35 - loss: 0.1426 - accuracy: 0.9554
 885/1208 [====================>.........] - ETA: 56:25 - loss: 0.1426 - accuracy: 0.9554
 886/1208 [=====================>........] - ETA: 56:15 - loss: 0.1426 - accuracy: 0.9555
 887/1208 [=====================>........] - ETA: 56:05 - loss: 0.1426 - accuracy: 0.9555
 888/1208 [=====================>........] - ETA: 55:54 - loss: 0.1427 - accuracy: 0.9554
 889/1208 [=====================>........] - ETA: 55:43 - loss: 0.1426 - accuracy: 0.9554
 890/1208 [=====================>........] - ETA: 55:33 - loss: 0.1427 - accuracy: 0.9554
 891/1208 [=====================>........] - ETA: 55:22 - loss: 0.1427 - accuracy: 0.9554
 892/1208 [=====================>........] - ETA: 55:12 - loss: 0.1426 - accuracy: 0.9555
 893/1208 [=====================>........] - ETA: 55:01 - loss: 0.1426 - accuracy: 0.9555
 894/1208 [=====================>........] - ETA: 54:50 - loss: 0.1426 - accuracy: 0.9554
 895/1208 [=====================>........] - ETA: 54:40 - loss: 0.1426 - accuracy: 0.9554
 896/1208 [=====================>........] - ETA: 54:29 - loss: 0.1426 - accuracy: 0.9554
 897/1208 [=====================>........] - ETA: 54:18 - loss: 0.1426 - accuracy: 0.9554
 898/1208 [=====================>........] - ETA: 54:08 - loss: 0.1425 - accuracy: 0.9554
 899/1208 [=====================>........] - ETA: 53:57 - loss: 0.1426 - accuracy: 0.9554
 900/1208 [=====================>........] - ETA: 53:47 - loss: 0.1426 - accuracy: 0.9554
 901/1208 [=====================>........] - ETA: 53:36 - loss: 0.1428 - accuracy: 0.9553
 902/1208 [=====================>........] - ETA: 53:25 - loss: 0.1427 - accuracy: 0.9554
 903/1208 [=====================>........] - ETA: 53:15 - loss: 0.1428 - accuracy: 0.9554
 904/1208 [=====================>........] - ETA: 53:04 - loss: 0.1429 - accuracy: 0.9553
 905/1208 [=====================>........] - ETA: 52:54 - loss: 0.1428 - accuracy: 0.9553
 906/1208 [=====================>........] - ETA: 52:43 - loss: 0.1428 - accuracy: 0.9554
 907/1208 [=====================>........] - ETA: 52:33 - loss: 0.1429 - accuracy: 0.9554
 908/1208 [=====================>........] - ETA: 52:22 - loss: 0.1428 - accuracy: 0.9554
 909/1208 [=====================>........] - ETA: 52:12 - loss: 0.1428 - accuracy: 0.9554
 910/1208 [=====================>........] - ETA: 52:01 - loss: 0.1428 - accuracy: 0.9554
 911/1208 [=====================>........] - ETA: 51:51 - loss: 0.1428 - accuracy: 0.9554
 912/1208 [=====================>........] - ETA: 51:40 - loss: 0.1428 - accuracy: 0.9554
 913/1208 [=====================>........] - ETA: 51:29 - loss: 0.1430 - accuracy: 0.9553
 914/1208 [=====================>........] - ETA: 51:19 - loss: 0.1432 - accuracy: 0.9552
 915/1208 [=====================>........] - ETA: 51:08 - loss: 0.1432 - accuracy: 0.9552
 916/1208 [=====================>........] - ETA: 50:58 - loss: 0.1431 - accuracy: 0.9552
 917/1208 [=====================>........] - ETA: 50:47 - loss: 0.1431 - accuracy: 0.9553
 918/1208 [=====================>........] - ETA: 50:37 - loss: 0.1431 - accuracy: 0.9553
 919/1208 [=====================>........] - ETA: 50:26 - loss: 0.1432 - accuracy: 0.9553
 920/1208 [=====================>........] - ETA: 50:16 - loss: 0.1432 - accuracy: 0.9552
 921/1208 [=====================>........] - ETA: 50:06 - loss: 0.1432 - accuracy: 0.9552
 922/1208 [=====================>........] - ETA: 49:55 - loss: 0.1432 - accuracy: 0.9552
 923/1208 [=====================>........] - ETA: 49:45 - loss: 0.1432 - accuracy: 0.9552
 924/1208 [=====================>........] - ETA: 49:35 - loss: 0.1433 - accuracy: 0.9552
 925/1208 [=====================>........] - ETA: 49:24 - loss: 0.1432 - accuracy: 0.9552
 926/1208 [=====================>........] - ETA: 49:14 - loss: 0.1432 - accuracy: 0.9552
 927/1208 [======================>.......] - ETA: 49:03 - loss: 0.1431 - accuracy: 0.9553
 928/1208 [======================>.......] - ETA: 48:53 - loss: 0.1432 - accuracy: 0.9553
 929/1208 [======================>.......] - ETA: 48:43 - loss: 0.1433 - accuracy: 0.9552
 930/1208 [======================>.......] - ETA: 48:32 - loss: 0.1433 - accuracy: 0.9553
 931/1208 [======================>.......] - ETA: 48:22 - loss: 0.1434 - accuracy: 0.9552
 932/1208 [======================>.......] - ETA: 48:11 - loss: 0.1433 - accuracy: 0.9552
 933/1208 [======================>.......] - ETA: 48:00 - loss: 0.1433 - accuracy: 0.9552
 934/1208 [======================>.......] - ETA: 47:50 - loss: 0.1434 - accuracy: 0.9552
 935/1208 [======================>.......] - ETA: 47:39 - loss: 0.1435 - accuracy: 0.9551
 936/1208 [======================>.......] - ETA: 47:29 - loss: 0.1434 - accuracy: 0.9551
 937/1208 [======================>.......] - ETA: 47:18 - loss: 0.1434 - accuracy: 0.9552
 938/1208 [======================>.......] - ETA: 47:08 - loss: 0.1435 - accuracy: 0.9551
 939/1208 [======================>.......] - ETA: 46:57 - loss: 0.1434 - accuracy: 0.9552
 940/1208 [======================>.......] - ETA: 46:46 - loss: 0.1434 - accuracy: 0.9552
 941/1208 [======================>.......] - ETA: 46:36 - loss: 0.1434 - accuracy: 0.9552
 942/1208 [======================>.......] - ETA: 46:26 - loss: 0.1435 - accuracy: 0.9551
 943/1208 [======================>.......] - ETA: 46:15 - loss: 0.1435 - accuracy: 0.9551
 944/1208 [======================>.......] - ETA: 46:05 - loss: 0.1436 - accuracy: 0.9551
 945/1208 [======================>.......] - ETA: 45:54 - loss: 0.1436 - accuracy: 0.9551
 946/1208 [======================>.......] - ETA: 45:43 - loss: 0.1437 - accuracy: 0.9551
 947/1208 [======================>.......] - ETA: 45:33 - loss: 0.1438 - accuracy: 0.9550
 948/1208 [======================>.......] - ETA: 45:22 - loss: 0.1438 - accuracy: 0.9551
 949/1208 [======================>.......] - ETA: 45:12 - loss: 0.1439 - accuracy: 0.9551
 950/1208 [======================>.......] - ETA: 45:01 - loss: 0.1438 - accuracy: 0.9551
 951/1208 [======================>.......] - ETA: 44:51 - loss: 0.1438 - accuracy: 0.9550
 952/1208 [======================>.......] - ETA: 44:40 - loss: 0.1438 - accuracy: 0.9551
 953/1208 [======================>.......] - ETA: 44:30 - loss: 0.1438 - accuracy: 0.9551
 954/1208 [======================>.......] - ETA: 44:19 - loss: 0.1439 - accuracy: 0.9550
 955/1208 [======================>.......] - ETA: 44:09 - loss: 0.1440 - accuracy: 0.9550
 956/1208 [======================>.......] - ETA: 43:58 - loss: 0.1440 - accuracy: 0.9550
 957/1208 [======================>.......] - ETA: 43:47 - loss: 0.1440 - accuracy: 0.9550
 958/1208 [======================>.......] - ETA: 43:36 - loss: 0.1441 - accuracy: 0.9549
 959/1208 [======================>.......] - ETA: 43:25 - loss: 0.1440 - accuracy: 0.9550
 960/1208 [======================>.......] - ETA: 43:15 - loss: 0.1439 - accuracy: 0.9550
 961/1208 [======================>.......] - ETA: 43:04 - loss: 0.1439 - accuracy: 0.9550
 962/1208 [======================>.......] - ETA: 42:53 - loss: 0.1438 - accuracy: 0.9550
 963/1208 [======================>.......] - ETA: 42:43 - loss: 0.1439 - accuracy: 0.9550
 964/1208 [======================>.......] - ETA: 42:32 - loss: 0.1438 - accuracy: 0.9550
 965/1208 [======================>.......] - ETA: 42:22 - loss: 0.1439 - accuracy: 0.9550
 966/1208 [======================>.......] - ETA: 42:11 - loss: 0.1440 - accuracy: 0.9549
 967/1208 [=======================>......] - ETA: 42:00 - loss: 0.1440 - accuracy: 0.9549
 968/1208 [=======================>......] - ETA: 41:50 - loss: 0.1440 - accuracy: 0.9549
 969/1208 [=======================>......] - ETA: 41:39 - loss: 0.1440 - accuracy: 0.9549
 970/1208 [=======================>......] - ETA: 41:29 - loss: 0.1441 - accuracy: 0.9549
 971/1208 [=======================>......] - ETA: 41:18 - loss: 0.1441 - accuracy: 0.9549
 972/1208 [=======================>......] - ETA: 41:08 - loss: 0.1440 - accuracy: 0.9549
 973/1208 [=======================>......] - ETA: 40:58 - loss: 0.1440 - accuracy: 0.9549
 974/1208 [=======================>......] - ETA: 40:47 - loss: 0.1441 - accuracy: 0.9549
 975/1208 [=======================>......] - ETA: 40:37 - loss: 0.1441 - accuracy: 0.9549
 976/1208 [=======================>......] - ETA: 40:26 - loss: 0.1441 - accuracy: 0.9549
 977/1208 [=======================>......] - ETA: 40:16 - loss: 0.1441 - accuracy: 0.9549
 978/1208 [=======================>......] - ETA: 40:05 - loss: 0.1440 - accuracy: 0.9549
 979/1208 [=======================>......] - ETA: 39:55 - loss: 0.1440 - accuracy: 0.9549
 980/1208 [=======================>......] - ETA: 39:44 - loss: 0.1440 - accuracy: 0.9549
 981/1208 [=======================>......] - ETA: 39:34 - loss: 0.1440 - accuracy: 0.9549
 982/1208 [=======================>......] - ETA: 39:23 - loss: 0.1439 - accuracy: 0.9549
 983/1208 [=======================>......] - ETA: 39:13 - loss: 0.1439 - accuracy: 0.9549
 984/1208 [=======================>......] - ETA: 39:02 - loss: 0.1439 - accuracy: 0.9549
 985/1208 [=======================>......] - ETA: 38:52 - loss: 0.1438 - accuracy: 0.9550
 986/1208 [=======================>......] - ETA: 38:42 - loss: 0.1438 - accuracy: 0.9550
 987/1208 [=======================>......] - ETA: 38:32 - loss: 0.1438 - accuracy: 0.9550
 988/1208 [=======================>......] - ETA: 38:21 - loss: 0.1437 - accuracy: 0.9550
 989/1208 [=======================>......] - ETA: 38:11 - loss: 0.1437 - accuracy: 0.9550
 990/1208 [=======================>......] - ETA: 38:01 - loss: 0.1437 - accuracy: 0.9550
 991/1208 [=======================>......] - ETA: 37:50 - loss: 0.1437 - accuracy: 0.9550
 992/1208 [=======================>......] - ETA: 37:40 - loss: 0.1437 - accuracy: 0.9550
 993/1208 [=======================>......] - ETA: 37:30 - loss: 0.1436 - accuracy: 0.9550
 994/1208 [=======================>......] - ETA: 37:20 - loss: 0.1437 - accuracy: 0.9550
 995/1208 [=======================>......] - ETA: 37:09 - loss: 0.1437 - accuracy: 0.9550
 996/1208 [=======================>......] - ETA: 36:59 - loss: 0.1437 - accuracy: 0.9550
 997/1208 [=======================>......] - ETA: 36:49 - loss: 0.1437 - accuracy: 0.9550
 998/1208 [=======================>......] - ETA: 36:38 - loss: 0.1438 - accuracy: 0.9550
 999/1208 [=======================>......] - ETA: 36:28 - loss: 0.1438 - accuracy: 0.9550
1000/1208 [=======================>......] - ETA: 36:18 - loss: 0.1438 - accuracy: 0.9550
1001/1208 [=======================>......] - ETA: 36:07 - loss: 0.1438 - accuracy: 0.9550
1002/1208 [=======================>......] - ETA: 35:57 - loss: 0.1439 - accuracy: 0.9549
1003/1208 [=======================>......] - ETA: 35:46 - loss: 0.1439 - accuracy: 0.9550
1004/1208 [=======================>......] - ETA: 35:36 - loss: 0.1439 - accuracy: 0.9550
1005/1208 [=======================>......] - ETA: 35:25 - loss: 0.1438 - accuracy: 0.9550
1006/1208 [=======================>......] - ETA: 35:15 - loss: 0.1438 - accuracy: 0.9550
1007/1208 [========================>.....] - ETA: 35:04 - loss: 0.1437 - accuracy: 0.9551
1008/1208 [========================>.....] - ETA: 34:53 - loss: 0.1437 - accuracy: 0.9550
1009/1208 [========================>.....] - ETA: 34:43 - loss: 0.1437 - accuracy: 0.9551
1010/1208 [========================>.....] - ETA: 34:32 - loss: 0.1437 - accuracy: 0.9550
1011/1208 [========================>.....] - ETA: 34:22 - loss: 0.1436 - accuracy: 0.9551
1012/1208 [========================>.....] - ETA: 34:11 - loss: 0.1438 - accuracy: 0.9550
1013/1208 [========================>.....] - ETA: 34:01 - loss: 0.1438 - accuracy: 0.9550
1014/1208 [========================>.....] - ETA: 33:50 - loss: 0.1437 - accuracy: 0.9550
1015/1208 [========================>.....] - ETA: 33:39 - loss: 0.1437 - accuracy: 0.9550
1016/1208 [========================>.....] - ETA: 33:29 - loss: 0.1438 - accuracy: 0.9550
1017/1208 [========================>.....] - ETA: 33:18 - loss: 0.1437 - accuracy: 0.9550
1018/1208 [========================>.....] - ETA: 33:08 - loss: 0.1438 - accuracy: 0.9550
1019/1208 [========================>.....] - ETA: 32:57 - loss: 0.1437 - accuracy: 0.9550
1020/1208 [========================>.....] - ETA: 32:47 - loss: 0.1437 - accuracy: 0.9550
1021/1208 [========================>.....] - ETA: 32:36 - loss: 0.1438 - accuracy: 0.9550
1022/1208 [========================>.....] - ETA: 32:25 - loss: 0.1437 - accuracy: 0.9550
1023/1208 [========================>.....] - ETA: 32:15 - loss: 0.1438 - accuracy: 0.9550
1024/1208 [========================>.....] - ETA: 32:04 - loss: 0.1439 - accuracy: 0.9550
1025/1208 [========================>.....] - ETA: 31:54 - loss: 0.1439 - accuracy: 0.9550
1026/1208 [========================>.....] - ETA: 31:43 - loss: 0.1439 - accuracy: 0.9550
1027/1208 [========================>.....] - ETA: 31:33 - loss: 0.1438 - accuracy: 0.9550
1028/1208 [========================>.....] - ETA: 31:22 - loss: 0.1439 - accuracy: 0.9550
1029/1208 [========================>.....] - ETA: 31:12 - loss: 0.1438 - accuracy: 0.9550
1030/1208 [========================>.....] - ETA: 31:02 - loss: 0.1439 - accuracy: 0.9550
1031/1208 [========================>.....] - ETA: 30:51 - loss: 0.1439 - accuracy: 0.9549
1032/1208 [========================>.....] - ETA: 30:41 - loss: 0.1440 - accuracy: 0.9549
1033/1208 [========================>.....] - ETA: 30:31 - loss: 0.1439 - accuracy: 0.9548
1034/1208 [========================>.....] - ETA: 30:20 - loss: 0.1439 - accuracy: 0.9548
1035/1208 [========================>.....] - ETA: 30:10 - loss: 0.1439 - accuracy: 0.9548
1036/1208 [========================>.....] - ETA: 30:00 - loss: 0.1438 - accuracy: 0.9548
1037/1208 [========================>.....] - ETA: 29:49 - loss: 0.1438 - accuracy: 0.9548
1038/1208 [========================>.....] - ETA: 29:39 - loss: 0.1437 - accuracy: 0.9549
1039/1208 [========================>.....] - ETA: 29:28 - loss: 0.1437 - accuracy: 0.9549
1040/1208 [========================>.....] - ETA: 29:18 - loss: 0.1437 - accuracy: 0.9549
1041/1208 [========================>.....] - ETA: 29:08 - loss: 0.1438 - accuracy: 0.9548
1042/1208 [========================>.....] - ETA: 28:57 - loss: 0.1438 - accuracy: 0.9548
1043/1208 [========================>.....] - ETA: 28:47 - loss: 0.1438 - accuracy: 0.9548
1044/1208 [========================>.....] - ETA: 28:36 - loss: 0.1438 - accuracy: 0.9547
1045/1208 [========================>.....] - ETA: 28:26 - loss: 0.1437 - accuracy: 0.9548
1046/1208 [========================>.....] - ETA: 28:15 - loss: 0.1437 - accuracy: 0.9548
1047/1208 [=========================>....] - ETA: 28:05 - loss: 0.1437 - accuracy: 0.9548
1048/1208 [=========================>....] - ETA: 27:54 - loss: 0.1437 - accuracy: 0.9548
1049/1208 [=========================>....] - ETA: 27:44 - loss: 0.1438 - accuracy: 0.9547
1050/1208 [=========================>....] - ETA: 27:33 - loss: 0.1438 - accuracy: 0.9547
1051/1208 [=========================>....] - ETA: 27:23 - loss: 0.1438 - accuracy: 0.9548
1052/1208 [=========================>....] - ETA: 27:12 - loss: 0.1438 - accuracy: 0.9547
1053/1208 [=========================>....] - ETA: 27:01 - loss: 0.1438 - accuracy: 0.9547
1054/1208 [=========================>....] - ETA: 26:51 - loss: 0.1438 - accuracy: 0.9547
1055/1208 [=========================>....] - ETA: 26:40 - loss: 0.1438 - accuracy: 0.9547
1056/1208 [=========================>....] - ETA: 26:30 - loss: 0.1439 - accuracy: 0.9546
1057/1208 [=========================>....] - ETA: 26:19 - loss: 0.1439 - accuracy: 0.9547
1058/1208 [=========================>....] - ETA: 26:09 - loss: 0.1438 - accuracy: 0.9547
1059/1208 [=========================>....] - ETA: 25:58 - loss: 0.1437 - accuracy: 0.9547
1060/1208 [=========================>....] - ETA: 25:48 - loss: 0.1437 - accuracy: 0.9547
1061/1208 [=========================>....] - ETA: 25:37 - loss: 0.1437 - accuracy: 0.9548
1062/1208 [=========================>....] - ETA: 25:27 - loss: 0.1438 - accuracy: 0.9548
1063/1208 [=========================>....] - ETA: 25:16 - loss: 0.1438 - accuracy: 0.9547
1064/1208 [=========================>....] - ETA: 25:06 - loss: 0.1439 - accuracy: 0.9547
1065/1208 [=========================>....] - ETA: 24:55 - loss: 0.1438 - accuracy: 0.9547
1066/1208 [=========================>....] - ETA: 24:45 - loss: 0.1439 - accuracy: 0.9547
1067/1208 [=========================>....] - ETA: 24:34 - loss: 0.1440 - accuracy: 0.9546
1068/1208 [=========================>....] - ETA: 24:23 - loss: 0.1439 - accuracy: 0.9547
1069/1208 [=========================>....] - ETA: 24:13 - loss: 0.1439 - accuracy: 0.9547
1070/1208 [=========================>....] - ETA: 24:02 - loss: 0.1438 - accuracy: 0.9547
1071/1208 [=========================>....] - ETA: 23:52 - loss: 0.1438 - accuracy: 0.9547
1072/1208 [=========================>....] - ETA: 23:41 - loss: 0.1438 - accuracy: 0.9547
1073/1208 [=========================>....] - ETA: 23:31 - loss: 0.1439 - accuracy: 0.9547
1074/1208 [=========================>....] - ETA: 23:20 - loss: 0.1439 - accuracy: 0.9547
1075/1208 [=========================>....] - ETA: 23:10 - loss: 0.1439 - accuracy: 0.9547
1076/1208 [=========================>....] - ETA: 22:59 - loss: 0.1439 - accuracy: 0.9547
1077/1208 [=========================>....] - ETA: 22:49 - loss: 0.1439 - accuracy: 0.9547
1078/1208 [=========================>....] - ETA: 22:38 - loss: 0.1440 - accuracy: 0.9547
1079/1208 [=========================>....] - ETA: 22:28 - loss: 0.1441 - accuracy: 0.9546
1080/1208 [=========================>....] - ETA: 22:18 - loss: 0.1441 - accuracy: 0.9546
1081/1208 [=========================>....] - ETA: 22:07 - loss: 0.1441 - accuracy: 0.9546
1082/1208 [=========================>....] - ETA: 21:57 - loss: 0.1441 - accuracy: 0.9546
1083/1208 [=========================>....] - ETA: 21:46 - loss: 0.1440 - accuracy: 0.9547
1084/1208 [=========================>....] - ETA: 21:36 - loss: 0.1440 - accuracy: 0.9547
1085/1208 [=========================>....] - ETA: 21:25 - loss: 0.1440 - accuracy: 0.9547
1086/1208 [=========================>....] - ETA: 21:15 - loss: 0.1441 - accuracy: 0.9547
1087/1208 [=========================>....] - ETA: 21:04 - loss: 0.1441 - accuracy: 0.9547
1088/1208 [==========================>...] - ETA: 20:54 - loss: 0.1441 - accuracy: 0.9546
1089/1208 [==========================>...] - ETA: 20:43 - loss: 0.1442 - accuracy: 0.9546
1090/1208 [==========================>...] - ETA: 20:33 - loss: 0.1442 - accuracy: 0.9546
1091/1208 [==========================>...] - ETA: 20:22 - loss: 0.1442 - accuracy: 0.9546
1092/1208 [==========================>...] - ETA: 20:12 - loss: 0.1441 - accuracy: 0.9547
1093/1208 [==========================>...] - ETA: 20:01 - loss: 0.1441 - accuracy: 0.9547
1094/1208 [==========================>...] - ETA: 19:51 - loss: 0.1440 - accuracy: 0.9547
1095/1208 [==========================>...] - ETA: 19:40 - loss: 0.1440 - accuracy: 0.9547
1096/1208 [==========================>...] - ETA: 19:30 - loss: 0.1440 - accuracy: 0.9548
1097/1208 [==========================>...] - ETA: 19:19 - loss: 0.1440 - accuracy: 0.9547
1098/1208 [==========================>...] - ETA: 19:09 - loss: 0.1440 - accuracy: 0.9547
1099/1208 [==========================>...] - ETA: 18:58 - loss: 0.1440 - accuracy: 0.9547
1100/1208 [==========================>...] - ETA: 18:48 - loss: 0.1440 - accuracy: 0.9547
1101/1208 [==========================>...] - ETA: 18:38 - loss: 0.1440 - accuracy: 0.9547
1102/1208 [==========================>...] - ETA: 18:27 - loss: 0.1440 - accuracy: 0.9547
1103/1208 [==========================>...] - ETA: 18:17 - loss: 0.1440 - accuracy: 0.9547
1104/1208 [==========================>...] - ETA: 18:06 - loss: 0.1440 - accuracy: 0.9547
1105/1208 [==========================>...] - ETA: 17:56 - loss: 0.1440 - accuracy: 0.9547
1106/1208 [==========================>...] - ETA: 17:45 - loss: 0.1440 - accuracy: 0.9547
1107/1208 [==========================>...] - ETA: 17:35 - loss: 0.1439 - accuracy: 0.9547
1108/1208 [==========================>...] - ETA: 17:25 - loss: 0.1439 - accuracy: 0.9547
1109/1208 [==========================>...] - ETA: 17:14 - loss: 0.1438 - accuracy: 0.9547
1110/1208 [==========================>...] - ETA: 17:04 - loss: 0.1438 - accuracy: 0.9548
1111/1208 [==========================>...] - ETA: 16:54 - loss: 0.1438 - accuracy: 0.9547
1112/1208 [==========================>...] - ETA: 16:43 - loss: 0.1439 - accuracy: 0.9547
1113/1208 [==========================>...] - ETA: 16:33 - loss: 0.1439 - accuracy: 0.9547
1114/1208 [==========================>...] - ETA: 16:22 - loss: 0.1438 - accuracy: 0.9547
1115/1208 [==========================>...] - ETA: 16:12 - loss: 0.1438 - accuracy: 0.9548
1116/1208 [==========================>...] - ETA: 16:01 - loss: 0.1438 - accuracy: 0.9547
1117/1208 [==========================>...] - ETA: 15:51 - loss: 0.1438 - accuracy: 0.9547
1118/1208 [==========================>...] - ETA: 15:40 - loss: 0.1438 - accuracy: 0.9547
1119/1208 [==========================>...] - ETA: 15:30 - loss: 0.1438 - accuracy: 0.9547
1120/1208 [==========================>...] - ETA: 15:19 - loss: 0.1439 - accuracy: 0.9547
1121/1208 [==========================>...] - ETA: 15:09 - loss: 0.1438 - accuracy: 0.9547
1122/1208 [==========================>...] - ETA: 14:58 - loss: 0.1437 - accuracy: 0.9547
1123/1208 [==========================>...] - ETA: 14:48 - loss: 0.1437 - accuracy: 0.9547
1124/1208 [==========================>...] - ETA: 14:37 - loss: 0.1437 - accuracy: 0.9547
1125/1208 [==========================>...] - ETA: 14:27 - loss: 0.1437 - accuracy: 0.9547
1126/1208 [==========================>...] - ETA: 14:17 - loss: 0.1438 - accuracy: 0.9547
1127/1208 [==========================>...] - ETA: 14:06 - loss: 0.1437 - accuracy: 0.9547
1128/1208 [===========================>..] - ETA: 13:56 - loss: 0.1437 - accuracy: 0.9547
1129/1208 [===========================>..] - ETA: 13:45 - loss: 0.1436 - accuracy: 0.9548
1130/1208 [===========================>..] - ETA: 13:35 - loss: 0.1438 - accuracy: 0.9548
1131/1208 [===========================>..] - ETA: 13:24 - loss: 0.1438 - accuracy: 0.9548
1132/1208 [===========================>..] - ETA: 13:14 - loss: 0.1437 - accuracy: 0.9548
1133/1208 [===========================>..] - ETA: 13:03 - loss: 0.1438 - accuracy: 0.9547
1134/1208 [===========================>..] - ETA: 12:53 - loss: 0.1439 - accuracy: 0.9547
1135/1208 [===========================>..] - ETA: 12:42 - loss: 0.1440 - accuracy: 0.9547
1136/1208 [===========================>..] - ETA: 12:32 - loss: 0.1439 - accuracy: 0.9547
1137/1208 [===========================>..] - ETA: 12:21 - loss: 0.1439 - accuracy: 0.9547
1138/1208 [===========================>..] - ETA: 12:11 - loss: 0.1439 - accuracy: 0.9547
1139/1208 [===========================>..] - ETA: 12:00 - loss: 0.1439 - accuracy: 0.9547
1140/1208 [===========================>..] - ETA: 11:50 - loss: 0.1440 - accuracy: 0.9547
1141/1208 [===========================>..] - ETA: 11:39 - loss: 0.1439 - accuracy: 0.9547
1142/1208 [===========================>..] - ETA: 11:29 - loss: 0.1439 - accuracy: 0.9547
1143/1208 [===========================>..] - ETA: 11:18 - loss: 0.1439 - accuracy: 0.9547
1144/1208 [===========================>..] - ETA: 11:08 - loss: 0.1438 - accuracy: 0.9547
1145/1208 [===========================>..] - ETA: 10:58 - loss: 0.1438 - accuracy: 0.9548
1146/1208 [===========================>..] - ETA: 10:47 - loss: 0.1438 - accuracy: 0.9548
1147/1208 [===========================>..] - ETA: 10:37 - loss: 0.1437 - accuracy: 0.9548
1148/1208 [===========================>..] - ETA: 10:26 - loss: 0.1437 - accuracy: 0.9548
1149/1208 [===========================>..] - ETA: 10:16 - loss: 0.1436 - accuracy: 0.9548
1150/1208 [===========================>..] - ETA: 10:05 - loss: 0.1436 - accuracy: 0.9548
1151/1208 [===========================>..] - ETA: 9:55 - loss: 0.1436 - accuracy: 0.9548 
1152/1208 [===========================>..] - ETA: 9:45 - loss: 0.1436 - accuracy: 0.9548
1153/1208 [===========================>..] - ETA: 9:34 - loss: 0.1436 - accuracy: 0.9548
1154/1208 [===========================>..] - ETA: 9:24 - loss: 0.1436 - accuracy: 0.9548
1155/1208 [===========================>..] - ETA: 9:13 - loss: 0.1436 - accuracy: 0.9548
1156/1208 [===========================>..] - ETA: 9:03 - loss: 0.1436 - accuracy: 0.9548
1157/1208 [===========================>..] - ETA: 8:52 - loss: 0.1435 - accuracy: 0.9548
1158/1208 [===========================>..] - ETA: 8:42 - loss: 0.1435 - accuracy: 0.9548
1159/1208 [===========================>..] - ETA: 8:31 - loss: 0.1435 - accuracy: 0.9548
1160/1208 [===========================>..] - ETA: 8:21 - loss: 0.1435 - accuracy: 0.9548
1161/1208 [===========================>..] - ETA: 8:10 - loss: 0.1435 - accuracy: 0.9548
1162/1208 [===========================>..] - ETA: 8:00 - loss: 0.1435 - accuracy: 0.9548
1163/1208 [===========================>..] - ETA: 7:49 - loss: 0.1435 - accuracy: 0.9548
1164/1208 [===========================>..] - ETA: 7:39 - loss: 0.1435 - accuracy: 0.9548
1165/1208 [===========================>..] - ETA: 7:29 - loss: 0.1435 - accuracy: 0.9548
1166/1208 [===========================>..] - ETA: 7:18 - loss: 0.1434 - accuracy: 0.9549
1167/1208 [===========================>..] - ETA: 7:08 - loss: 0.1434 - accuracy: 0.9549
1168/1208 [============================>.] - ETA: 6:57 - loss: 0.1434 - accuracy: 0.9549
1169/1208 [============================>.] - ETA: 6:47 - loss: 0.1433 - accuracy: 0.9549
1170/1208 [============================>.] - ETA: 6:36 - loss: 0.1434 - accuracy: 0.9549
1171/1208 [============================>.] - ETA: 6:26 - loss: 0.1434 - accuracy: 0.9549
1172/1208 [============================>.] - ETA: 6:15 - loss: 0.1434 - accuracy: 0.9549
1173/1208 [============================>.] - ETA: 6:05 - loss: 0.1433 - accuracy: 0.9549
1174/1208 [============================>.] - ETA: 5:54 - loss: 0.1433 - accuracy: 0.9549
1175/1208 [============================>.] - ETA: 5:44 - loss: 0.1433 - accuracy: 0.9550
1176/1208 [============================>.] - ETA: 5:34 - loss: 0.1432 - accuracy: 0.9550
1177/1208 [============================>.] - ETA: 5:23 - loss: 0.1431 - accuracy: 0.9550
1178/1208 [============================>.] - ETA: 5:13 - loss: 0.1432 - accuracy: 0.9550
1179/1208 [============================>.] - ETA: 5:02 - loss: 0.1433 - accuracy: 0.9550
1180/1208 [============================>.] - ETA: 4:52 - loss: 0.1432 - accuracy: 0.9550
1181/1208 [============================>.] - ETA: 4:41 - loss: 0.1431 - accuracy: 0.9550
1182/1208 [============================>.] - ETA: 4:31 - loss: 0.1431 - accuracy: 0.9550
1183/1208 [============================>.] - ETA: 4:20 - loss: 0.1431 - accuracy: 0.9551
1184/1208 [============================>.] - ETA: 4:10 - loss: 0.1430 - accuracy: 0.9551
1185/1208 [============================>.] - ETA: 3:59 - loss: 0.1430 - accuracy: 0.9551
1186/1208 [============================>.] - ETA: 3:49 - loss: 0.1430 - accuracy: 0.9550
1187/1208 [============================>.] - ETA: 3:39 - loss: 0.1430 - accuracy: 0.9550
1188/1208 [============================>.] - ETA: 3:28 - loss: 0.1430 - accuracy: 0.9550
1189/1208 [============================>.] - ETA: 3:18 - loss: 0.1431 - accuracy: 0.9550
1190/1208 [============================>.] - ETA: 3:07 - loss: 0.1431 - accuracy: 0.9550
1191/1208 [============================>.] - ETA: 2:57 - loss: 0.1432 - accuracy: 0.9550
1192/1208 [============================>.] - ETA: 2:46 - loss: 0.1432 - accuracy: 0.9550
1193/1208 [============================>.] - ETA: 2:36 - loss: 0.1432 - accuracy: 0.9550
1194/1208 [============================>.] - ETA: 2:26 - loss: 0.1431 - accuracy: 0.9550
1195/1208 [============================>.] - ETA: 2:15 - loss: 0.1431 - accuracy: 0.9550
1196/1208 [============================>.] - ETA: 2:05 - loss: 0.1431 - accuracy: 0.9550
1197/1208 [============================>.] - ETA: 1:54 - loss: 0.1432 - accuracy: 0.9550
1198/1208 [============================>.] - ETA: 1:44 - loss: 0.1432 - accuracy: 0.9550
1199/1208 [============================>.] - ETA: 1:33 - loss: 0.1432 - accuracy: 0.9550
1200/1208 [============================>.] - ETA: 1:23 - loss: 0.1431 - accuracy: 0.9551
1201/1208 [============================>.] - ETA: 1:13 - loss: 0.1431 - accuracy: 0.9551
1202/1208 [============================>.] - ETA: 1:02 - loss: 0.1432 - accuracy: 0.9550
1203/1208 [============================>.] - ETA: 52s - loss: 0.1431 - accuracy: 0.9551 
1204/1208 [============================>.] - ETA: 41s - loss: 0.1432 - accuracy: 0.9551
1205/1208 [============================>.] - ETA: 31s - loss: 0.1433 - accuracy: 0.9550
1206/1208 [============================>.] - ETA: 20s - loss: 0.1432 - accuracy: 0.9551
1207/1208 [============================>.] - ETA: 10s - loss: 0.1433 - accuracy: 0.9550
1208/1208 [==============================] - 12599s 10s/step - loss: 0.1433 - accuracy: 0.9550
val_acc: 0.82716, best_val_acc: 0.84858, test_acc: 0.83088

Epoch 8/10

   1/1208 [..............................] - ETA: 3:28:03 - loss: 0.2310 - accuracy: 0.9531
   2/1208 [..............................] - ETA: 3:20:15 - loss: 0.1412 - accuracy: 0.9766
   3/1208 [..............................] - ETA: 3:18:59 - loss: 0.1225 - accuracy: 0.9792
   4/1208 [..............................] - ETA: 3:16:22 - loss: 0.1088 - accuracy: 0.9805
   5/1208 [..............................] - ETA: 3:16:52 - loss: 0.1085 - accuracy: 0.9781
   6/1208 [..............................] - ETA: 3:15:33 - loss: 0.1094 - accuracy: 0.9792
   7/1208 [..............................] - ETA: 3:11:18 - loss: 0.1075 - accuracy: 0.9754
   8/1208 [..............................] - ETA: 3:11:39 - loss: 0.1011 - accuracy: 0.9785
   9/1208 [..............................] - ETA: 3:12:28 - loss: 0.0942 - accuracy: 0.9792
  10/1208 [..............................] - ETA: 3:12:49 - loss: 0.1001 - accuracy: 0.9781
  11/1208 [..............................] - ETA: 3:11:01 - loss: 0.1034 - accuracy: 0.9773
  12/1208 [..............................] - ETA: 3:11:06 - loss: 0.0989 - accuracy: 0.9792
  13/1208 [..............................] - ETA: 3:10:50 - loss: 0.0993 - accuracy: 0.9772
  14/1208 [..............................] - ETA: 3:10:51 - loss: 0.0962 - accuracy: 0.9777
  15/1208 [..............................] - ETA: 3:10:24 - loss: 0.0965 - accuracy: 0.9771
  16/1208 [..............................] - ETA: 3:10:52 - loss: 0.0948 - accuracy: 0.9775
  17/1208 [..............................] - ETA: 3:11:08 - loss: 0.0977 - accuracy: 0.9770
  18/1208 [..............................] - ETA: 3:10:36 - loss: 0.1006 - accuracy: 0.9757
  19/1208 [..............................] - ETA: 3:10:46 - loss: 0.0995 - accuracy: 0.9753
  20/1208 [..............................] - ETA: 3:11:00 - loss: 0.1016 - accuracy: 0.9742
  21/1208 [..............................] - ETA: 3:11:16 - loss: 0.1024 - accuracy: 0.9732
  22/1208 [..............................] - ETA: 3:11:08 - loss: 0.1035 - accuracy: 0.9730
  23/1208 [..............................] - ETA: 3:10:55 - loss: 0.1071 - accuracy: 0.9721
  24/1208 [..............................] - ETA: 3:11:18 - loss: 0.1070 - accuracy: 0.9714
  25/1208 [..............................] - ETA: 3:11:52 - loss: 0.1094 - accuracy: 0.9706
  26/1208 [..............................] - ETA: 3:11:45 - loss: 0.1126 - accuracy: 0.9694
  27/1208 [..............................] - ETA: 3:11:23 - loss: 0.1126 - accuracy: 0.9699
  28/1208 [..............................] - ETA: 3:11:06 - loss: 0.1133 - accuracy: 0.9699
  29/1208 [..............................] - ETA: 3:10:38 - loss: 0.1129 - accuracy: 0.9704
  30/1208 [..............................] - ETA: 3:10:27 - loss: 0.1121 - accuracy: 0.9708
  31/1208 [..............................] - ETA: 3:10:59 - loss: 0.1119 - accuracy: 0.9708
  32/1208 [..............................] - ETA: 3:11:41 - loss: 0.1102 - accuracy: 0.9717
  33/1208 [..............................] - ETA: 3:11:17 - loss: 0.1100 - accuracy: 0.9721
  34/1208 [..............................] - ETA: 3:11:27 - loss: 0.1107 - accuracy: 0.9720
  35/1208 [..............................] - ETA: 3:11:00 - loss: 0.1099 - accuracy: 0.9723
  36/1208 [..............................] - ETA: 3:10:55 - loss: 0.1094 - accuracy: 0.9727
  37/1208 [..............................] - ETA: 3:11:00 - loss: 0.1091 - accuracy: 0.9726
  38/1208 [..............................] - ETA: 3:11:06 - loss: 0.1086 - accuracy: 0.9729
  39/1208 [..............................] - ETA: 3:10:54 - loss: 0.1099 - accuracy: 0.9724
  40/1208 [..............................] - ETA: 3:10:50 - loss: 0.1087 - accuracy: 0.9727
  41/1208 [>.............................] - ETA: 3:10:29 - loss: 0.1081 - accuracy: 0.9726
  42/1208 [>.............................] - ETA: 3:10:18 - loss: 0.1076 - accuracy: 0.9721
  43/1208 [>.............................] - ETA: 3:10:09 - loss: 0.1085 - accuracy: 0.9720
  44/1208 [>.............................] - ETA: 3:09:22 - loss: 0.1092 - accuracy: 0.9719
  45/1208 [>.............................] - ETA: 3:09:02 - loss: 0.1081 - accuracy: 0.9722
  46/1208 [>.............................] - ETA: 3:08:48 - loss: 0.1065 - accuracy: 0.9728
  47/1208 [>.............................] - ETA: 3:08:47 - loss: 0.1058 - accuracy: 0.9727
  48/1208 [>.............................] - ETA: 3:08:36 - loss: 0.1052 - accuracy: 0.9730
  49/1208 [>.............................] - ETA: 3:08:27 - loss: 0.1051 - accuracy: 0.9732
  50/1208 [>.............................] - ETA: 3:08:06 - loss: 0.1049 - accuracy: 0.9731
  51/1208 [>.............................] - ETA: 3:08:15 - loss: 0.1041 - accuracy: 0.9733
  52/1208 [>.............................] - ETA: 3:08:03 - loss: 0.1055 - accuracy: 0.9727
  53/1208 [>.............................] - ETA: 3:07:38 - loss: 0.1081 - accuracy: 0.9714
  54/1208 [>.............................] - ETA: 3:07:23 - loss: 0.1070 - accuracy: 0.9719
  55/1208 [>.............................] - ETA: 3:07:23 - loss: 0.1058 - accuracy: 0.9724
  56/1208 [>.............................] - ETA: 3:07:18 - loss: 0.1074 - accuracy: 0.9718
  57/1208 [>.............................] - ETA: 3:07:04 - loss: 0.1074 - accuracy: 0.9718
  58/1208 [>.............................] - ETA: 3:06:58 - loss: 0.1068 - accuracy: 0.9717
  59/1208 [>.............................] - ETA: 3:06:56 - loss: 0.1076 - accuracy: 0.9717
  60/1208 [>.............................] - ETA: 3:06:42 - loss: 0.1072 - accuracy: 0.9716
  61/1208 [>.............................] - ETA: 3:06:36 - loss: 0.1073 - accuracy: 0.9716
  62/1208 [>.............................] - ETA: 3:06:37 - loss: 0.1073 - accuracy: 0.9713
  63/1208 [>.............................] - ETA: 3:06:48 - loss: 0.1066 - accuracy: 0.9715
  64/1208 [>.............................] - ETA: 3:07:02 - loss: 0.1064 - accuracy: 0.9714
  65/1208 [>.............................] - ETA: 3:07:09 - loss: 0.1068 - accuracy: 0.9714
  66/1208 [>.............................] - ETA: 3:07:00 - loss: 0.1079 - accuracy: 0.9711
  67/1208 [>.............................] - ETA: 3:06:55 - loss: 0.1082 - accuracy: 0.9708
  68/1208 [>.............................] - ETA: 3:07:10 - loss: 0.1078 - accuracy: 0.9710
  69/1208 [>.............................] - ETA: 3:07:24 - loss: 0.1071 - accuracy: 0.9715
  70/1208 [>.............................] - ETA: 3:07:16 - loss: 0.1064 - accuracy: 0.9717
  71/1208 [>.............................] - ETA: 3:07:12 - loss: 0.1068 - accuracy: 0.9714
  72/1208 [>.............................] - ETA: 3:07:17 - loss: 0.1066 - accuracy: 0.9714
  73/1208 [>.............................] - ETA: 3:07:10 - loss: 0.1068 - accuracy: 0.9713
  74/1208 [>.............................] - ETA: 3:06:50 - loss: 0.1060 - accuracy: 0.9715
  75/1208 [>.............................] - ETA: 3:06:43 - loss: 0.1059 - accuracy: 0.9719
  76/1208 [>.............................] - ETA: 3:06:39 - loss: 0.1068 - accuracy: 0.9714
  77/1208 [>.............................] - ETA: 3:06:28 - loss: 0.1064 - accuracy: 0.9714
  78/1208 [>.............................] - ETA: 3:06:20 - loss: 0.1056 - accuracy: 0.9718
  79/1208 [>.............................] - ETA: 3:06:18 - loss: 0.1056 - accuracy: 0.9717
  80/1208 [>.............................] - ETA: 3:05:55 - loss: 0.1049 - accuracy: 0.9721
  81/1208 [=>............................] - ETA: 3:05:41 - loss: 0.1052 - accuracy: 0.9718
  82/1208 [=>............................] - ETA: 3:05:32 - loss: 0.1058 - accuracy: 0.9718
  83/1208 [=>............................] - ETA: 3:05:23 - loss: 0.1052 - accuracy: 0.9720
  84/1208 [=>............................] - ETA: 3:05:15 - loss: 0.1059 - accuracy: 0.9714
  85/1208 [=>............................] - ETA: 3:05:01 - loss: 0.1062 - accuracy: 0.9713
  86/1208 [=>............................] - ETA: 3:04:41 - loss: 0.1059 - accuracy: 0.9715
  87/1208 [=>............................] - ETA: 3:04:29 - loss: 0.1053 - accuracy: 0.9716
  88/1208 [=>............................] - ETA: 3:04:23 - loss: 0.1048 - accuracy: 0.9718
  89/1208 [=>............................] - ETA: 3:04:10 - loss: 0.1058 - accuracy: 0.9714
  90/1208 [=>............................] - ETA: 3:04:04 - loss: 0.1053 - accuracy: 0.9715
  91/1208 [=>............................] - ETA: 3:03:54 - loss: 0.1066 - accuracy: 0.9713
  92/1208 [=>............................] - ETA: 3:03:41 - loss: 0.1068 - accuracy: 0.9713
  93/1208 [=>............................] - ETA: 3:03:24 - loss: 0.1063 - accuracy: 0.9716
  94/1208 [=>............................] - ETA: 3:03:15 - loss: 0.1065 - accuracy: 0.9716
  95/1208 [=>............................] - ETA: 3:03:04 - loss: 0.1061 - accuracy: 0.9717
  96/1208 [=>............................] - ETA: 3:02:50 - loss: 0.1072 - accuracy: 0.9712
  97/1208 [=>............................] - ETA: 3:02:35 - loss: 0.1067 - accuracy: 0.9712
  98/1208 [=>............................] - ETA: 3:02:25 - loss: 0.1065 - accuracy: 0.9711
  99/1208 [=>............................] - ETA: 3:02:14 - loss: 0.1065 - accuracy: 0.9711
 100/1208 [=>............................] - ETA: 3:02:08 - loss: 0.1057 - accuracy: 0.9714
 101/1208 [=>............................] - ETA: 3:02:01 - loss: 0.1064 - accuracy: 0.9711
 102/1208 [=>............................] - ETA: 3:01:48 - loss: 0.1062 - accuracy: 0.9709
 103/1208 [=>............................] - ETA: 3:01:47 - loss: 0.1061 - accuracy: 0.9709
 104/1208 [=>............................] - ETA: 3:01:48 - loss: 0.1058 - accuracy: 0.9709
 105/1208 [=>............................] - ETA: 3:01:53 - loss: 0.1052 - accuracy: 0.9711
 106/1208 [=>............................] - ETA: 3:01:52 - loss: 0.1052 - accuracy: 0.9711
 107/1208 [=>............................] - ETA: 3:01:48 - loss: 0.1050 - accuracy: 0.9711
 108/1208 [=>............................] - ETA: 3:01:43 - loss: 0.1054 - accuracy: 0.9711
 109/1208 [=>............................] - ETA: 3:01:46 - loss: 0.1060 - accuracy: 0.9708
 110/1208 [=>............................] - ETA: 3:01:45 - loss: 0.1058 - accuracy: 0.9709
 111/1208 [=>............................] - ETA: 3:01:47 - loss: 0.1053 - accuracy: 0.9710
 112/1208 [=>............................] - ETA: 3:01:43 - loss: 0.1050 - accuracy: 0.9711
 113/1208 [=>............................] - ETA: 3:01:38 - loss: 0.1050 - accuracy: 0.9711
 114/1208 [=>............................] - ETA: 3:01:38 - loss: 0.1052 - accuracy: 0.9709
 115/1208 [=>............................] - ETA: 3:01:42 - loss: 0.1061 - accuracy: 0.9707
 116/1208 [=>............................] - ETA: 3:01:27 - loss: 0.1059 - accuracy: 0.9706
 117/1208 [=>............................] - ETA: 3:01:14 - loss: 0.1061 - accuracy: 0.9708
 118/1208 [=>............................] - ETA: 3:01:07 - loss: 0.1064 - accuracy: 0.9707
 119/1208 [=>............................] - ETA: 3:00:57 - loss: 0.1059 - accuracy: 0.9710
 120/1208 [=>............................] - ETA: 3:00:49 - loss: 0.1062 - accuracy: 0.9707
 121/1208 [==>...........................] - ETA: 3:00:37 - loss: 0.1060 - accuracy: 0.9707
 122/1208 [==>...........................] - ETA: 3:00:26 - loss: 0.1054 - accuracy: 0.9709
 123/1208 [==>...........................] - ETA: 3:00:11 - loss: 0.1053 - accuracy: 0.9709
 124/1208 [==>...........................] - ETA: 3:00:04 - loss: 0.1047 - accuracy: 0.9711
 125/1208 [==>...........................] - ETA: 2:59:57 - loss: 0.1047 - accuracy: 0.9712
 126/1208 [==>...........................] - ETA: 2:59:43 - loss: 0.1042 - accuracy: 0.9715
 127/1208 [==>...........................] - ETA: 2:59:29 - loss: 0.1040 - accuracy: 0.9716
 128/1208 [==>...........................] - ETA: 2:59:19 - loss: 0.1035 - accuracy: 0.9718
 129/1208 [==>...........................] - ETA: 2:59:11 - loss: 0.1034 - accuracy: 0.9718
 130/1208 [==>...........................] - ETA: 2:58:58 - loss: 0.1029 - accuracy: 0.9720
 131/1208 [==>...........................] - ETA: 2:58:48 - loss: 0.1026 - accuracy: 0.9721
 132/1208 [==>...........................] - ETA: 2:58:32 - loss: 0.1028 - accuracy: 0.9719
 133/1208 [==>...........................] - ETA: 2:58:18 - loss: 0.1027 - accuracy: 0.9719
 134/1208 [==>...........................] - ETA: 2:58:06 - loss: 0.1028 - accuracy: 0.9718
 135/1208 [==>...........................] - ETA: 2:58:01 - loss: 0.1029 - accuracy: 0.9716
 136/1208 [==>...........................] - ETA: 2:57:48 - loss: 0.1028 - accuracy: 0.9717
 137/1208 [==>...........................] - ETA: 2:57:37 - loss: 0.1029 - accuracy: 0.9715
 138/1208 [==>...........................] - ETA: 2:57:31 - loss: 0.1034 - accuracy: 0.9712
 139/1208 [==>...........................] - ETA: 2:57:22 - loss: 0.1033 - accuracy: 0.9713
 140/1208 [==>...........................] - ETA: 2:57:13 - loss: 0.1038 - accuracy: 0.9710
 141/1208 [==>...........................] - ETA: 2:57:04 - loss: 0.1048 - accuracy: 0.9709
 142/1208 [==>...........................] - ETA: 2:56:52 - loss: 0.1046 - accuracy: 0.9711
 143/1208 [==>...........................] - ETA: 2:56:37 - loss: 0.1041 - accuracy: 0.9713
 144/1208 [==>...........................] - ETA: 2:56:20 - loss: 0.1049 - accuracy: 0.9710
 145/1208 [==>...........................] - ETA: 2:56:09 - loss: 0.1049 - accuracy: 0.9710
 146/1208 [==>...........................] - ETA: 2:55:58 - loss: 0.1057 - accuracy: 0.9709
 147/1208 [==>...........................] - ETA: 2:55:47 - loss: 0.1057 - accuracy: 0.9709
 148/1208 [==>...........................] - ETA: 2:55:39 - loss: 0.1058 - accuracy: 0.9709
 149/1208 [==>...........................] - ETA: 2:55:28 - loss: 0.1054 - accuracy: 0.9710
 150/1208 [==>...........................] - ETA: 2:55:14 - loss: 0.1053 - accuracy: 0.9710
 151/1208 [==>...........................] - ETA: 2:54:59 - loss: 0.1053 - accuracy: 0.9710
 152/1208 [==>...........................] - ETA: 2:54:53 - loss: 0.1056 - accuracy: 0.9709
 153/1208 [==>...........................] - ETA: 2:54:38 - loss: 0.1053 - accuracy: 0.9711
 154/1208 [==>...........................] - ETA: 2:54:26 - loss: 0.1055 - accuracy: 0.9710
 155/1208 [==>...........................] - ETA: 2:54:15 - loss: 0.1054 - accuracy: 0.9711
 156/1208 [==>...........................] - ETA: 2:54:08 - loss: 0.1060 - accuracy: 0.9710
 157/1208 [==>...........................] - ETA: 2:53:59 - loss: 0.1057 - accuracy: 0.9711
 158/1208 [==>...........................] - ETA: 2:53:54 - loss: 0.1054 - accuracy: 0.9711
 159/1208 [==>...........................] - ETA: 2:53:44 - loss: 0.1051 - accuracy: 0.9713
 160/1208 [==>...........................] - ETA: 2:53:32 - loss: 0.1052 - accuracy: 0.9713
 161/1208 [==>...........................] - ETA: 2:53:19 - loss: 0.1055 - accuracy: 0.9713
 162/1208 [===>..........................] - ETA: 2:53:12 - loss: 0.1053 - accuracy: 0.9714
 163/1208 [===>..........................] - ETA: 2:53:01 - loss: 0.1050 - accuracy: 0.9715
 164/1208 [===>..........................] - ETA: 2:52:47 - loss: 0.1048 - accuracy: 0.9716
 165/1208 [===>..........................] - ETA: 2:52:34 - loss: 0.1049 - accuracy: 0.9714
 166/1208 [===>..........................] - ETA: 2:52:25 - loss: 0.1049 - accuracy: 0.9714
 167/1208 [===>..........................] - ETA: 2:52:09 - loss: 0.1057 - accuracy: 0.9713
 168/1208 [===>..........................] - ETA: 2:51:57 - loss: 0.1063 - accuracy: 0.9711
 169/1208 [===>..........................] - ETA: 2:51:47 - loss: 0.1062 - accuracy: 0.9711
 170/1208 [===>..........................] - ETA: 2:51:34 - loss: 0.1062 - accuracy: 0.9710
 171/1208 [===>..........................] - ETA: 2:51:19 - loss: 0.1059 - accuracy: 0.9711
 172/1208 [===>..........................] - ETA: 2:51:13 - loss: 0.1055 - accuracy: 0.9713
 173/1208 [===>..........................] - ETA: 2:51:07 - loss: 0.1056 - accuracy: 0.9714
 174/1208 [===>..........................] - ETA: 2:51:03 - loss: 0.1055 - accuracy: 0.9713
 175/1208 [===>..........................] - ETA: 2:50:54 - loss: 0.1062 - accuracy: 0.9712
 176/1208 [===>..........................] - ETA: 2:50:46 - loss: 0.1061 - accuracy: 0.9712
 177/1208 [===>..........................] - ETA: 2:50:41 - loss: 0.1057 - accuracy: 0.9714
 178/1208 [===>..........................] - ETA: 2:50:34 - loss: 0.1056 - accuracy: 0.9715
 179/1208 [===>..........................] - ETA: 2:50:27 - loss: 0.1053 - accuracy: 0.9715
 180/1208 [===>..........................] - ETA: 2:50:21 - loss: 0.1050 - accuracy: 0.9717
 181/1208 [===>..........................] - ETA: 2:50:18 - loss: 0.1053 - accuracy: 0.9716
 182/1208 [===>..........................] - ETA: 2:50:14 - loss: 0.1059 - accuracy: 0.9714
 183/1208 [===>..........................] - ETA: 2:50:07 - loss: 0.1056 - accuracy: 0.9716
 184/1208 [===>..........................] - ETA: 2:50:00 - loss: 0.1053 - accuracy: 0.9716
 185/1208 [===>..........................] - ETA: 2:49:57 - loss: 0.1055 - accuracy: 0.9716
 186/1208 [===>..........................] - ETA: 2:49:51 - loss: 0.1056 - accuracy: 0.9716
 187/1208 [===>..........................] - ETA: 2:49:44 - loss: 0.1054 - accuracy: 0.9717
 188/1208 [===>..........................] - ETA: 2:49:36 - loss: 0.1054 - accuracy: 0.9717
 189/1208 [===>..........................] - ETA: 2:49:23 - loss: 0.1054 - accuracy: 0.9716
 190/1208 [===>..........................] - ETA: 2:49:14 - loss: 0.1057 - accuracy: 0.9713
 191/1208 [===>..........................] - ETA: 2:49:05 - loss: 0.1055 - accuracy: 0.9714
 192/1208 [===>..........................] - ETA: 2:48:53 - loss: 0.1053 - accuracy: 0.9714
 193/1208 [===>..........................] - ETA: 2:48:42 - loss: 0.1051 - accuracy: 0.9715
 194/1208 [===>..........................] - ETA: 2:48:32 - loss: 0.1048 - accuracy: 0.9716
 195/1208 [===>..........................] - ETA: 2:48:24 - loss: 0.1050 - accuracy: 0.9714
 196/1208 [===>..........................] - ETA: 2:48:15 - loss: 0.1049 - accuracy: 0.9715
 197/1208 [===>..........................] - ETA: 2:48:05 - loss: 0.1048 - accuracy: 0.9715
 198/1208 [===>..........................] - ETA: 2:47:53 - loss: 0.1047 - accuracy: 0.9716
 199/1208 [===>..........................] - ETA: 2:47:42 - loss: 0.1047 - accuracy: 0.9717
 200/1208 [===>..........................] - ETA: 2:47:36 - loss: 0.1049 - accuracy: 0.9714
 201/1208 [===>..........................] - ETA: 2:47:24 - loss: 0.1048 - accuracy: 0.9715
 202/1208 [====>.........................] - ETA: 2:47:10 - loss: 0.1047 - accuracy: 0.9715
 203/1208 [====>.........................] - ETA: 2:46:58 - loss: 0.1045 - accuracy: 0.9716
 204/1208 [====>.........................] - ETA: 2:46:48 - loss: 0.1042 - accuracy: 0.9717
 205/1208 [====>.........................] - ETA: 2:46:36 - loss: 0.1041 - accuracy: 0.9717
 206/1208 [====>.........................] - ETA: 2:46:25 - loss: 0.1042 - accuracy: 0.9716
 207/1208 [====>.........................] - ETA: 2:46:14 - loss: 0.1044 - accuracy: 0.9716
 208/1208 [====>.........................] - ETA: 2:46:04 - loss: 0.1041 - accuracy: 0.9717
 209/1208 [====>.........................] - ETA: 2:45:42 - loss: 0.1038 - accuracy: 0.9718
 210/1208 [====>.........................] - ETA: 2:45:30 - loss: 0.1035 - accuracy: 0.9719
 211/1208 [====>.........................] - ETA: 2:45:21 - loss: 0.1039 - accuracy: 0.9719
 212/1208 [====>.........................] - ETA: 2:45:10 - loss: 0.1042 - accuracy: 0.9718
 213/1208 [====>.........................] - ETA: 2:44:58 - loss: 0.1040 - accuracy: 0.9719
 214/1208 [====>.........................] - ETA: 2:44:44 - loss: 0.1040 - accuracy: 0.9720
 215/1208 [====>.........................] - ETA: 2:44:33 - loss: 0.1040 - accuracy: 0.9719
 216/1208 [====>.........................] - ETA: 2:44:23 - loss: 0.1038 - accuracy: 0.9720
 217/1208 [====>.........................] - ETA: 2:44:13 - loss: 0.1039 - accuracy: 0.9718
 218/1208 [====>.........................] - ETA: 2:44:05 - loss: 0.1038 - accuracy: 0.9719
 219/1208 [====>.........................] - ETA: 2:43:55 - loss: 0.1040 - accuracy: 0.9718
 220/1208 [====>.........................] - ETA: 2:43:48 - loss: 0.1042 - accuracy: 0.9718
 221/1208 [====>.........................] - ETA: 2:43:42 - loss: 0.1040 - accuracy: 0.9719
 222/1208 [====>.........................] - ETA: 2:43:36 - loss: 0.1040 - accuracy: 0.9718
 223/1208 [====>.........................] - ETA: 2:43:27 - loss: 0.1039 - accuracy: 0.9719
 224/1208 [====>.........................] - ETA: 2:43:22 - loss: 0.1043 - accuracy: 0.9717
 225/1208 [====>.........................] - ETA: 2:43:14 - loss: 0.1041 - accuracy: 0.9718
 226/1208 [====>.........................] - ETA: 2:43:07 - loss: 0.1041 - accuracy: 0.9719
 227/1208 [====>.........................] - ETA: 2:43:00 - loss: 0.1047 - accuracy: 0.9717
 228/1208 [====>.........................] - ETA: 2:42:54 - loss: 0.1049 - accuracy: 0.9717
 229/1208 [====>.........................] - ETA: 2:42:44 - loss: 0.1046 - accuracy: 0.9718
 230/1208 [====>.........................] - ETA: 2:42:33 - loss: 0.1049 - accuracy: 0.9717
 231/1208 [====>.........................] - ETA: 2:42:23 - loss: 0.1046 - accuracy: 0.9718
 232/1208 [====>.........................] - ETA: 2:42:13 - loss: 0.1052 - accuracy: 0.9716
 233/1208 [====>.........................] - ETA: 2:42:02 - loss: 0.1055 - accuracy: 0.9716
 234/1208 [====>.........................] - ETA: 2:41:51 - loss: 0.1056 - accuracy: 0.9716
 235/1208 [====>.........................] - ETA: 2:41:43 - loss: 0.1053 - accuracy: 0.9717
 236/1208 [====>.........................] - ETA: 2:41:32 - loss: 0.1059 - accuracy: 0.9714
 237/1208 [====>.........................] - ETA: 2:41:22 - loss: 0.1057 - accuracy: 0.9715
 238/1208 [====>.........................] - ETA: 2:41:13 - loss: 0.1055 - accuracy: 0.9716
 239/1208 [====>.........................] - ETA: 2:41:05 - loss: 0.1054 - accuracy: 0.9716
 240/1208 [====>.........................] - ETA: 2:40:56 - loss: 0.1058 - accuracy: 0.9715
 241/1208 [====>.........................] - ETA: 2:40:46 - loss: 0.1056 - accuracy: 0.9717
 242/1208 [=====>........................] - ETA: 2:40:33 - loss: 0.1054 - accuracy: 0.9717
 243/1208 [=====>........................] - ETA: 2:40:19 - loss: 0.1051 - accuracy: 0.9718
 244/1208 [=====>........................] - ETA: 2:40:09 - loss: 0.1051 - accuracy: 0.9717
 245/1208 [=====>........................] - ETA: 2:39:58 - loss: 0.1050 - accuracy: 0.9717
 246/1208 [=====>........................] - ETA: 2:39:47 - loss: 0.1047 - accuracy: 0.9718
 247/1208 [=====>........................] - ETA: 2:39:32 - loss: 0.1046 - accuracy: 0.9718
 248/1208 [=====>........................] - ETA: 2:39:19 - loss: 0.1046 - accuracy: 0.9718
 249/1208 [=====>........................] - ETA: 2:39:10 - loss: 0.1044 - accuracy: 0.9719
 250/1208 [=====>........................] - ETA: 2:38:58 - loss: 0.1043 - accuracy: 0.9718
 251/1208 [=====>........................] - ETA: 2:38:46 - loss: 0.1041 - accuracy: 0.9719
 252/1208 [=====>........................] - ETA: 2:38:34 - loss: 0.1044 - accuracy: 0.9719
 253/1208 [=====>........................] - ETA: 2:38:18 - loss: 0.1043 - accuracy: 0.9720
 254/1208 [=====>........................] - ETA: 2:38:03 - loss: 0.1041 - accuracy: 0.9720
 255/1208 [=====>........................] - ETA: 2:37:51 - loss: 0.1042 - accuracy: 0.9718
 256/1208 [=====>........................] - ETA: 2:37:35 - loss: 0.1040 - accuracy: 0.9719
 257/1208 [=====>........................] - ETA: 2:37:19 - loss: 0.1037 - accuracy: 0.9720
 258/1208 [=====>........................] - ETA: 2:37:05 - loss: 0.1035 - accuracy: 0.9721
 259/1208 [=====>........................] - ETA: 2:36:54 - loss: 0.1034 - accuracy: 0.9721
 260/1208 [=====>........................] - ETA: 2:36:43 - loss: 0.1032 - accuracy: 0.9722
 261/1208 [=====>........................] - ETA: 2:36:34 - loss: 0.1032 - accuracy: 0.9722
 262/1208 [=====>........................] - ETA: 2:36:23 - loss: 0.1033 - accuracy: 0.9722
 263/1208 [=====>........................] - ETA: 2:36:14 - loss: 0.1034 - accuracy: 0.9723
 264/1208 [=====>........................] - ETA: 2:36:03 - loss: 0.1034 - accuracy: 0.9722
 265/1208 [=====>........................] - ETA: 2:35:53 - loss: 0.1032 - accuracy: 0.9723
 266/1208 [=====>........................] - ETA: 2:35:45 - loss: 0.1031 - accuracy: 0.9723
 267/1208 [=====>........................] - ETA: 2:35:35 - loss: 0.1036 - accuracy: 0.9722
 268/1208 [=====>........................] - ETA: 2:35:24 - loss: 0.1036 - accuracy: 0.9721
 269/1208 [=====>........................] - ETA: 2:35:15 - loss: 0.1036 - accuracy: 0.9721
 270/1208 [=====>........................] - ETA: 2:35:05 - loss: 0.1035 - accuracy: 0.9721
 271/1208 [=====>........................] - ETA: 2:34:54 - loss: 0.1038 - accuracy: 0.9720
 272/1208 [=====>........................] - ETA: 2:34:45 - loss: 0.1037 - accuracy: 0.9721
 273/1208 [=====>........................] - ETA: 2:34:37 - loss: 0.1038 - accuracy: 0.9720
 274/1208 [=====>........................] - ETA: 2:34:27 - loss: 0.1039 - accuracy: 0.9718
 275/1208 [=====>........................] - ETA: 2:34:17 - loss: 0.1039 - accuracy: 0.9718
 276/1208 [=====>........................] - ETA: 2:34:05 - loss: 0.1039 - accuracy: 0.9718
 277/1208 [=====>........................] - ETA: 2:33:54 - loss: 0.1038 - accuracy: 0.9717
 278/1208 [=====>........................] - ETA: 2:33:44 - loss: 0.1038 - accuracy: 0.9717
 279/1208 [=====>........................] - ETA: 2:33:35 - loss: 0.1038 - accuracy: 0.9717
 280/1208 [=====>........................] - ETA: 2:33:26 - loss: 0.1036 - accuracy: 0.9718
 281/1208 [=====>........................] - ETA: 2:33:12 - loss: 0.1039 - accuracy: 0.9718
 282/1208 [======>.......................] - ETA: 2:33:02 - loss: 0.1040 - accuracy: 0.9717
 283/1208 [======>.......................] - ETA: 2:32:52 - loss: 0.1041 - accuracy: 0.9717
 284/1208 [======>.......................] - ETA: 2:32:43 - loss: 0.1041 - accuracy: 0.9716
 285/1208 [======>.......................] - ETA: 2:32:36 - loss: 0.1043 - accuracy: 0.9715
 286/1208 [======>.......................] - ETA: 2:32:26 - loss: 0.1043 - accuracy: 0.9715
 287/1208 [======>.......................] - ETA: 2:32:17 - loss: 0.1042 - accuracy: 0.9715
 288/1208 [======>.......................] - ETA: 2:32:07 - loss: 0.1040 - accuracy: 0.9716
 289/1208 [======>.......................] - ETA: 2:32:00 - loss: 0.1039 - accuracy: 0.9717
 290/1208 [======>.......................] - ETA: 2:31:53 - loss: 0.1037 - accuracy: 0.9717
 291/1208 [======>.......................] - ETA: 2:31:43 - loss: 0.1038 - accuracy: 0.9718
 292/1208 [======>.......................] - ETA: 2:31:33 - loss: 0.1038 - accuracy: 0.9718
 293/1208 [======>.......................] - ETA: 2:31:26 - loss: 0.1041 - accuracy: 0.9716
 294/1208 [======>.......................] - ETA: 2:31:18 - loss: 0.1041 - accuracy: 0.9716
 295/1208 [======>.......................] - ETA: 2:31:08 - loss: 0.1043 - accuracy: 0.9716
 296/1208 [======>.......................] - ETA: 2:30:59 - loss: 0.1041 - accuracy: 0.9717
 297/1208 [======>.......................] - ETA: 2:30:52 - loss: 0.1040 - accuracy: 0.9717
 298/1208 [======>.......................] - ETA: 2:30:43 - loss: 0.1038 - accuracy: 0.9718
 299/1208 [======>.......................] - ETA: 2:30:33 - loss: 0.1038 - accuracy: 0.9718
 300/1208 [======>.......................] - ETA: 2:30:21 - loss: 0.1037 - accuracy: 0.9719
 301/1208 [======>.......................] - ETA: 2:30:11 - loss: 0.1036 - accuracy: 0.9719
 302/1208 [======>.......................] - ETA: 2:30:01 - loss: 0.1037 - accuracy: 0.9719
 303/1208 [======>.......................] - ETA: 2:29:50 - loss: 0.1037 - accuracy: 0.9718
 304/1208 [======>.......................] - ETA: 2:29:41 - loss: 0.1036 - accuracy: 0.9719
 305/1208 [======>.......................] - ETA: 2:29:30 - loss: 0.1035 - accuracy: 0.9720
 306/1208 [======>.......................] - ETA: 2:29:19 - loss: 0.1035 - accuracy: 0.9720
 307/1208 [======>.......................] - ETA: 2:29:09 - loss: 0.1034 - accuracy: 0.9721
 308/1208 [======>.......................] - ETA: 2:28:58 - loss: 0.1033 - accuracy: 0.9721
 309/1208 [======>.......................] - ETA: 2:28:48 - loss: 0.1033 - accuracy: 0.9721
 310/1208 [======>.......................] - ETA: 2:28:38 - loss: 0.1034 - accuracy: 0.9721
 311/1208 [======>.......................] - ETA: 2:28:29 - loss: 0.1033 - accuracy: 0.9722
 312/1208 [======>.......................] - ETA: 2:28:18 - loss: 0.1032 - accuracy: 0.9723
 313/1208 [======>.......................] - ETA: 2:28:09 - loss: 0.1030 - accuracy: 0.9723
 314/1208 [======>.......................] - ETA: 2:28:00 - loss: 0.1031 - accuracy: 0.9724
 315/1208 [======>.......................] - ETA: 2:27:50 - loss: 0.1028 - accuracy: 0.9725
 316/1208 [======>.......................] - ETA: 2:27:41 - loss: 0.1028 - accuracy: 0.9725
 317/1208 [======>.......................] - ETA: 2:27:31 - loss: 0.1030 - accuracy: 0.9723
 318/1208 [======>.......................] - ETA: 2:27:22 - loss: 0.1029 - accuracy: 0.9723
 319/1208 [======>.......................] - ETA: 2:27:14 - loss: 0.1027 - accuracy: 0.9724
 320/1208 [======>.......................] - ETA: 2:27:03 - loss: 0.1025 - accuracy: 0.9725
 321/1208 [======>.......................] - ETA: 2:26:54 - loss: 0.1023 - accuracy: 0.9725
 322/1208 [======>.......................] - ETA: 2:26:45 - loss: 0.1022 - accuracy: 0.9726
 323/1208 [=======>......................] - ETA: 2:26:36 - loss: 0.1021 - accuracy: 0.9727
 324/1208 [=======>......................] - ETA: 2:26:26 - loss: 0.1022 - accuracy: 0.9727
 325/1208 [=======>......................] - ETA: 2:26:15 - loss: 0.1021 - accuracy: 0.9727
 326/1208 [=======>......................] - ETA: 2:26:07 - loss: 0.1021 - accuracy: 0.9727
 327/1208 [=======>......................] - ETA: 2:25:57 - loss: 0.1021 - accuracy: 0.9728
 328/1208 [=======>......................] - ETA: 2:25:47 - loss: 0.1022 - accuracy: 0.9727
 329/1208 [=======>......................] - ETA: 2:25:39 - loss: 0.1022 - accuracy: 0.9727
 330/1208 [=======>......................] - ETA: 2:25:32 - loss: 0.1023 - accuracy: 0.9726
 331/1208 [=======>......................] - ETA: 2:25:25 - loss: 0.1027 - accuracy: 0.9725
 332/1208 [=======>......................] - ETA: 2:25:16 - loss: 0.1028 - accuracy: 0.9724
 333/1208 [=======>......................] - ETA: 2:25:10 - loss: 0.1028 - accuracy: 0.9724
 334/1208 [=======>......................] - ETA: 2:25:02 - loss: 0.1029 - accuracy: 0.9723
 335/1208 [=======>......................] - ETA: 2:24:54 - loss: 0.1028 - accuracy: 0.9723
 336/1208 [=======>......................] - ETA: 2:24:47 - loss: 0.1027 - accuracy: 0.9724
 337/1208 [=======>......................] - ETA: 2:24:38 - loss: 0.1027 - accuracy: 0.9725
 338/1208 [=======>......................] - ETA: 2:24:30 - loss: 0.1025 - accuracy: 0.9725
 339/1208 [=======>......................] - ETA: 2:24:22 - loss: 0.1025 - accuracy: 0.9725
 340/1208 [=======>......................] - ETA: 2:24:15 - loss: 0.1025 - accuracy: 0.9725
 341/1208 [=======>......................] - ETA: 2:24:02 - loss: 0.1027 - accuracy: 0.9723
 342/1208 [=======>......................] - ETA: 2:23:53 - loss: 0.1026 - accuracy: 0.9724
 343/1208 [=======>......................] - ETA: 2:23:45 - loss: 0.1025 - accuracy: 0.9724
 344/1208 [=======>......................] - ETA: 2:23:35 - loss: 0.1025 - accuracy: 0.9724
 345/1208 [=======>......................] - ETA: 2:23:25 - loss: 0.1024 - accuracy: 0.9724
 346/1208 [=======>......................] - ETA: 2:23:17 - loss: 0.1023 - accuracy: 0.9725
 347/1208 [=======>......................] - ETA: 2:23:06 - loss: 0.1024 - accuracy: 0.9724
 348/1208 [=======>......................] - ETA: 2:22:56 - loss: 0.1027 - accuracy: 0.9724
 349/1208 [=======>......................] - ETA: 2:22:48 - loss: 0.1026 - accuracy: 0.9724
 350/1208 [=======>......................] - ETA: 2:22:39 - loss: 0.1027 - accuracy: 0.9724
 351/1208 [=======>......................] - ETA: 2:22:29 - loss: 0.1028 - accuracy: 0.9724
 352/1208 [=======>......................] - ETA: 2:22:19 - loss: 0.1029 - accuracy: 0.9723
 353/1208 [=======>......................] - ETA: 2:22:09 - loss: 0.1028 - accuracy: 0.9724
 354/1208 [=======>......................] - ETA: 2:22:00 - loss: 0.1029 - accuracy: 0.9724
 355/1208 [=======>......................] - ETA: 2:21:52 - loss: 0.1027 - accuracy: 0.9724
 356/1208 [=======>......................] - ETA: 2:21:43 - loss: 0.1029 - accuracy: 0.9723
 357/1208 [=======>......................] - ETA: 2:21:33 - loss: 0.1029 - accuracy: 0.9723
 358/1208 [=======>......................] - ETA: 2:21:24 - loss: 0.1028 - accuracy: 0.9723
 359/1208 [=======>......................] - ETA: 2:21:14 - loss: 0.1027 - accuracy: 0.9723
 360/1208 [=======>......................] - ETA: 2:21:04 - loss: 0.1031 - accuracy: 0.9723
 361/1208 [=======>......................] - ETA: 2:20:56 - loss: 0.1030 - accuracy: 0.9723
 362/1208 [=======>......................] - ETA: 2:20:46 - loss: 0.1030 - accuracy: 0.9722
 363/1208 [========>.....................] - ETA: 2:20:37 - loss: 0.1031 - accuracy: 0.9722
 364/1208 [========>.....................] - ETA: 2:20:28 - loss: 0.1029 - accuracy: 0.9723
 365/1208 [========>.....................] - ETA: 2:20:18 - loss: 0.1029 - accuracy: 0.9723
 366/1208 [========>.....................] - ETA: 2:20:08 - loss: 0.1029 - accuracy: 0.9724
 367/1208 [========>.....................] - ETA: 2:19:57 - loss: 0.1029 - accuracy: 0.9724
 368/1208 [========>.....................] - ETA: 2:19:46 - loss: 0.1030 - accuracy: 0.9724
 369/1208 [========>.....................] - ETA: 2:19:33 - loss: 0.1030 - accuracy: 0.9723
 370/1208 [========>.....................] - ETA: 2:19:20 - loss: 0.1029 - accuracy: 0.9724
 371/1208 [========>.....................] - ETA: 2:19:09 - loss: 0.1029 - accuracy: 0.9723
 372/1208 [========>.....................] - ETA: 2:19:00 - loss: 0.1028 - accuracy: 0.9724
 373/1208 [========>.....................] - ETA: 2:18:49 - loss: 0.1028 - accuracy: 0.9724
 374/1208 [========>.....................] - ETA: 2:18:39 - loss: 0.1028 - accuracy: 0.9723
 375/1208 [========>.....................] - ETA: 2:18:28 - loss: 0.1029 - accuracy: 0.9723
 376/1208 [========>.....................] - ETA: 2:18:19 - loss: 0.1028 - accuracy: 0.9723
 377/1208 [========>.....................] - ETA: 2:18:09 - loss: 0.1026 - accuracy: 0.9724
 378/1208 [========>.....................] - ETA: 2:17:59 - loss: 0.1030 - accuracy: 0.9723
 379/1208 [========>.....................] - ETA: 2:17:50 - loss: 0.1031 - accuracy: 0.9723
 380/1208 [========>.....................] - ETA: 2:17:40 - loss: 0.1029 - accuracy: 0.9724
 381/1208 [========>.....................] - ETA: 2:17:30 - loss: 0.1029 - accuracy: 0.9724
 382/1208 [========>.....................] - ETA: 2:17:20 - loss: 0.1028 - accuracy: 0.9724
 383/1208 [========>.....................] - ETA: 2:17:10 - loss: 0.1027 - accuracy: 0.9725
 384/1208 [========>.....................] - ETA: 2:17:01 - loss: 0.1026 - accuracy: 0.9725
 385/1208 [========>.....................] - ETA: 2:16:51 - loss: 0.1027 - accuracy: 0.9725
 386/1208 [========>.....................] - ETA: 2:16:42 - loss: 0.1027 - accuracy: 0.9725
 387/1208 [========>.....................] - ETA: 2:16:32 - loss: 0.1026 - accuracy: 0.9725
 388/1208 [========>.....................] - ETA: 2:16:22 - loss: 0.1026 - accuracy: 0.9725
 389/1208 [========>.....................] - ETA: 2:16:13 - loss: 0.1027 - accuracy: 0.9725
 390/1208 [========>.....................] - ETA: 2:16:03 - loss: 0.1027 - accuracy: 0.9725
 391/1208 [========>.....................] - ETA: 2:15:53 - loss: 0.1026 - accuracy: 0.9725
 392/1208 [========>.....................] - ETA: 2:15:43 - loss: 0.1024 - accuracy: 0.9726
 393/1208 [========>.....................] - ETA: 2:15:34 - loss: 0.1023 - accuracy: 0.9726
 394/1208 [========>.....................] - ETA: 2:15:24 - loss: 0.1023 - accuracy: 0.9726
 395/1208 [========>.....................] - ETA: 2:15:14 - loss: 0.1022 - accuracy: 0.9726
 396/1208 [========>.....................] - ETA: 2:15:05 - loss: 0.1020 - accuracy: 0.9727
 397/1208 [========>.....................] - ETA: 2:14:56 - loss: 0.1022 - accuracy: 0.9726
 398/1208 [========>.....................] - ETA: 2:14:47 - loss: 0.1020 - accuracy: 0.9727
 399/1208 [========>.....................] - ETA: 2:14:39 - loss: 0.1019 - accuracy: 0.9727
 400/1208 [========>.....................] - ETA: 2:14:31 - loss: 0.1018 - accuracy: 0.9728
 401/1208 [========>.....................] - ETA: 2:14:24 - loss: 0.1017 - accuracy: 0.9728
 402/1208 [========>.....................] - ETA: 2:14:16 - loss: 0.1018 - accuracy: 0.9728
 403/1208 [=========>....................] - ETA: 2:14:07 - loss: 0.1018 - accuracy: 0.9728
 404/1208 [=========>....................] - ETA: 2:13:59 - loss: 0.1018 - accuracy: 0.9728
 405/1208 [=========>....................] - ETA: 2:13:51 - loss: 0.1018 - accuracy: 0.9728
 406/1208 [=========>....................] - ETA: 2:13:43 - loss: 0.1017 - accuracy: 0.9728
 407/1208 [=========>....................] - ETA: 2:13:34 - loss: 0.1016 - accuracy: 0.9729
 408/1208 [=========>....................] - ETA: 2:13:25 - loss: 0.1015 - accuracy: 0.9729
 409/1208 [=========>....................] - ETA: 2:13:17 - loss: 0.1015 - accuracy: 0.9729
 410/1208 [=========>....................] - ETA: 2:13:06 - loss: 0.1014 - accuracy: 0.9729
 411/1208 [=========>....................] - ETA: 2:12:56 - loss: 0.1016 - accuracy: 0.9728
 412/1208 [=========>....................] - ETA: 2:12:46 - loss: 0.1016 - accuracy: 0.9727
 413/1208 [=========>....................] - ETA: 2:12:36 - loss: 0.1016 - accuracy: 0.9727
 414/1208 [=========>....................] - ETA: 2:12:27 - loss: 0.1015 - accuracy: 0.9728
 415/1208 [=========>....................] - ETA: 2:12:17 - loss: 0.1015 - accuracy: 0.9727
 416/1208 [=========>....................] - ETA: 2:12:06 - loss: 0.1013 - accuracy: 0.9728
 417/1208 [=========>....................] - ETA: 2:11:56 - loss: 0.1013 - accuracy: 0.9727
 418/1208 [=========>....................] - ETA: 2:11:47 - loss: 0.1015 - accuracy: 0.9726
 419/1208 [=========>....................] - ETA: 2:11:37 - loss: 0.1016 - accuracy: 0.9726
 420/1208 [=========>....................] - ETA: 2:11:26 - loss: 0.1017 - accuracy: 0.9725
 421/1208 [=========>....................] - ETA: 2:11:16 - loss: 0.1017 - accuracy: 0.9725
 422/1208 [=========>....................] - ETA: 2:11:06 - loss: 0.1017 - accuracy: 0.9725
 423/1208 [=========>....................] - ETA: 2:10:55 - loss: 0.1016 - accuracy: 0.9725
 424/1208 [=========>....................] - ETA: 2:10:45 - loss: 0.1019 - accuracy: 0.9724
 425/1208 [=========>....................] - ETA: 2:10:36 - loss: 0.1019 - accuracy: 0.9724
 426/1208 [=========>....................] - ETA: 2:10:26 - loss: 0.1020 - accuracy: 0.9723
 427/1208 [=========>....................] - ETA: 2:10:16 - loss: 0.1018 - accuracy: 0.9724
 428/1208 [=========>....................] - ETA: 2:10:06 - loss: 0.1018 - accuracy: 0.9724
 429/1208 [=========>....................] - ETA: 2:09:53 - loss: 0.1017 - accuracy: 0.9725
 430/1208 [=========>....................] - ETA: 2:09:43 - loss: 0.1016 - accuracy: 0.9725
 431/1208 [=========>....................] - ETA: 2:09:35 - loss: 0.1019 - accuracy: 0.9724
 432/1208 [=========>....................] - ETA: 2:09:25 - loss: 0.1018 - accuracy: 0.9725
 433/1208 [=========>....................] - ETA: 2:09:15 - loss: 0.1018 - accuracy: 0.9725
 434/1208 [=========>....................] - ETA: 2:09:04 - loss: 0.1019 - accuracy: 0.9724
 435/1208 [=========>....................] - ETA: 2:08:55 - loss: 0.1019 - accuracy: 0.9724
 436/1208 [=========>....................] - ETA: 2:08:45 - loss: 0.1021 - accuracy: 0.9723
 437/1208 [=========>....................] - ETA: 2:08:35 - loss: 0.1020 - accuracy: 0.9724
 438/1208 [=========>....................] - ETA: 2:08:25 - loss: 0.1019 - accuracy: 0.9725
 439/1208 [=========>....................] - ETA: 2:08:16 - loss: 0.1019 - accuracy: 0.9724
 440/1208 [=========>....................] - ETA: 2:08:08 - loss: 0.1019 - accuracy: 0.9724
 441/1208 [=========>....................] - ETA: 2:08:00 - loss: 0.1018 - accuracy: 0.9724
 442/1208 [=========>....................] - ETA: 2:07:51 - loss: 0.1017 - accuracy: 0.9724
 443/1208 [==========>...................] - ETA: 2:07:44 - loss: 0.1016 - accuracy: 0.9725
 444/1208 [==========>...................] - ETA: 2:07:35 - loss: 0.1015 - accuracy: 0.9725
 445/1208 [==========>...................] - ETA: 2:07:26 - loss: 0.1016 - accuracy: 0.9724
 446/1208 [==========>...................] - ETA: 2:07:18 - loss: 0.1017 - accuracy: 0.9724
 447/1208 [==========>...................] - ETA: 2:07:09 - loss: 0.1017 - accuracy: 0.9724
 448/1208 [==========>...................] - ETA: 2:06:59 - loss: 0.1016 - accuracy: 0.9724
 449/1208 [==========>...................] - ETA: 2:06:51 - loss: 0.1015 - accuracy: 0.9724
 450/1208 [==========>...................] - ETA: 2:06:43 - loss: 0.1015 - accuracy: 0.9724
 451/1208 [==========>...................] - ETA: 2:06:33 - loss: 0.1018 - accuracy: 0.9723
 452/1208 [==========>...................] - ETA: 2:06:23 - loss: 0.1016 - accuracy: 0.9724
 453/1208 [==========>...................] - ETA: 2:06:13 - loss: 0.1015 - accuracy: 0.9724
 454/1208 [==========>...................] - ETA: 2:06:03 - loss: 0.1016 - accuracy: 0.9724
 455/1208 [==========>...................] - ETA: 2:05:54 - loss: 0.1016 - accuracy: 0.9724
 456/1208 [==========>...................] - ETA: 2:05:43 - loss: 0.1016 - accuracy: 0.9724
 457/1208 [==========>...................] - ETA: 2:05:34 - loss: 0.1015 - accuracy: 0.9724
 458/1208 [==========>...................] - ETA: 2:05:24 - loss: 0.1015 - accuracy: 0.9724
 459/1208 [==========>...................] - ETA: 2:05:10 - loss: 0.1015 - accuracy: 0.9724
 460/1208 [==========>...................] - ETA: 2:05:00 - loss: 0.1016 - accuracy: 0.9724
 461/1208 [==========>...................] - ETA: 2:04:50 - loss: 0.1014 - accuracy: 0.9724
 462/1208 [==========>...................] - ETA: 2:04:40 - loss: 0.1015 - accuracy: 0.9724
 463/1208 [==========>...................] - ETA: 2:04:29 - loss: 0.1013 - accuracy: 0.9725
 464/1208 [==========>...................] - ETA: 2:04:19 - loss: 0.1014 - accuracy: 0.9725
 465/1208 [==========>...................] - ETA: 2:04:09 - loss: 0.1013 - accuracy: 0.9725
 466/1208 [==========>...................] - ETA: 2:03:59 - loss: 0.1012 - accuracy: 0.9725
 467/1208 [==========>...................] - ETA: 2:03:48 - loss: 0.1012 - accuracy: 0.9725
 468/1208 [==========>...................] - ETA: 2:03:39 - loss: 0.1012 - accuracy: 0.9725
 469/1208 [==========>...................] - ETA: 2:03:29 - loss: 0.1012 - accuracy: 0.9725
 470/1208 [==========>...................] - ETA: 2:03:19 - loss: 0.1012 - accuracy: 0.9726
 471/1208 [==========>...................] - ETA: 2:03:10 - loss: 0.1010 - accuracy: 0.9726
 472/1208 [==========>...................] - ETA: 2:03:00 - loss: 0.1011 - accuracy: 0.9726
 473/1208 [==========>...................] - ETA: 2:02:50 - loss: 0.1011 - accuracy: 0.9725
 474/1208 [==========>...................] - ETA: 2:02:41 - loss: 0.1011 - accuracy: 0.9725
 475/1208 [==========>...................] - ETA: 2:02:32 - loss: 0.1011 - accuracy: 0.9726
 476/1208 [==========>...................] - ETA: 2:02:21 - loss: 0.1014 - accuracy: 0.9725
 477/1208 [==========>...................] - ETA: 2:02:09 - loss: 0.1014 - accuracy: 0.9725
 478/1208 [==========>...................] - ETA: 2:01:59 - loss: 0.1013 - accuracy: 0.9725
 479/1208 [==========>...................] - ETA: 2:01:47 - loss: 0.1013 - accuracy: 0.9725
 480/1208 [==========>...................] - ETA: 2:01:35 - loss: 0.1013 - accuracy: 0.9725
 481/1208 [==========>...................] - ETA: 2:01:25 - loss: 0.1013 - accuracy: 0.9725
 482/1208 [==========>...................] - ETA: 2:01:15 - loss: 0.1012 - accuracy: 0.9725
 483/1208 [==========>...................] - ETA: 2:01:05 - loss: 0.1011 - accuracy: 0.9725
 484/1208 [===========>..................] - ETA: 2:00:56 - loss: 0.1011 - accuracy: 0.9726
 485/1208 [===========>..................] - ETA: 2:00:46 - loss: 0.1010 - accuracy: 0.9726
 486/1208 [===========>..................] - ETA: 2:00:37 - loss: 0.1009 - accuracy: 0.9727
 487/1208 [===========>..................] - ETA: 2:00:26 - loss: 0.1009 - accuracy: 0.9727
 488/1208 [===========>..................] - ETA: 2:00:16 - loss: 0.1009 - accuracy: 0.9727
 489/1208 [===========>..................] - ETA: 2:00:04 - loss: 0.1009 - accuracy: 0.9726
 490/1208 [===========>..................] - ETA: 1:59:55 - loss: 0.1010 - accuracy: 0.9726
 491/1208 [===========>..................] - ETA: 1:59:44 - loss: 0.1013 - accuracy: 0.9725
 492/1208 [===========>..................] - ETA: 1:59:34 - loss: 0.1013 - accuracy: 0.9725
 493/1208 [===========>..................] - ETA: 1:59:24 - loss: 0.1011 - accuracy: 0.9726
 494/1208 [===========>..................] - ETA: 1:59:14 - loss: 0.1011 - accuracy: 0.9725
 495/1208 [===========>..................] - ETA: 1:59:04 - loss: 0.1012 - accuracy: 0.9725
 496/1208 [===========>..................] - ETA: 1:58:54 - loss: 0.1011 - accuracy: 0.9725
 497/1208 [===========>..................] - ETA: 1:58:44 - loss: 0.1012 - accuracy: 0.9725
 498/1208 [===========>..................] - ETA: 1:58:34 - loss: 0.1011 - accuracy: 0.9725
 499/1208 [===========>..................] - ETA: 1:58:24 - loss: 0.1012 - accuracy: 0.9725
 500/1208 [===========>..................] - ETA: 1:58:14 - loss: 0.1011 - accuracy: 0.9725
 501/1208 [===========>..................] - ETA: 1:58:03 - loss: 0.1011 - accuracy: 0.9725
 502/1208 [===========>..................] - ETA: 1:57:54 - loss: 0.1011 - accuracy: 0.9725
 503/1208 [===========>..................] - ETA: 1:57:44 - loss: 0.1010 - accuracy: 0.9725
 504/1208 [===========>..................] - ETA: 1:57:33 - loss: 0.1009 - accuracy: 0.9725
 505/1208 [===========>..................] - ETA: 1:57:23 - loss: 0.1009 - accuracy: 0.9725
 506/1208 [===========>..................] - ETA: 1:57:14 - loss: 0.1008 - accuracy: 0.9725
 507/1208 [===========>..................] - ETA: 1:57:04 - loss: 0.1009 - accuracy: 0.9725
 508/1208 [===========>..................] - ETA: 1:56:56 - loss: 0.1008 - accuracy: 0.9725
 509/1208 [===========>..................] - ETA: 1:56:47 - loss: 0.1007 - accuracy: 0.9726
 510/1208 [===========>..................] - ETA: 1:56:38 - loss: 0.1010 - accuracy: 0.9725
 511/1208 [===========>..................] - ETA: 1:56:29 - loss: 0.1009 - accuracy: 0.9725
 512/1208 [===========>..................] - ETA: 1:56:21 - loss: 0.1008 - accuracy: 0.9725
 513/1208 [===========>..................] - ETA: 1:56:12 - loss: 0.1009 - accuracy: 0.9725
 514/1208 [===========>..................] - ETA: 1:56:04 - loss: 0.1011 - accuracy: 0.9724
 515/1208 [===========>..................] - ETA: 1:55:55 - loss: 0.1014 - accuracy: 0.9722
 516/1208 [===========>..................] - ETA: 1:55:46 - loss: 0.1014 - accuracy: 0.9723
 517/1208 [===========>..................] - ETA: 1:55:37 - loss: 0.1012 - accuracy: 0.9723
 518/1208 [===========>..................] - ETA: 1:55:28 - loss: 0.1012 - accuracy: 0.9723
 519/1208 [===========>..................] - ETA: 1:55:19 - loss: 0.1011 - accuracy: 0.9724
 520/1208 [===========>..................] - ETA: 1:55:10 - loss: 0.1011 - accuracy: 0.9724
 521/1208 [===========>..................] - ETA: 1:55:02 - loss: 0.1010 - accuracy: 0.9723
 522/1208 [===========>..................] - ETA: 1:54:53 - loss: 0.1010 - accuracy: 0.9724
 523/1208 [===========>..................] - ETA: 1:54:44 - loss: 0.1010 - accuracy: 0.9723
 524/1208 [============>.................] - ETA: 1:54:35 - loss: 0.1011 - accuracy: 0.9723
 525/1208 [============>.................] - ETA: 1:54:27 - loss: 0.1012 - accuracy: 0.9723
 526/1208 [============>.................] - ETA: 1:54:18 - loss: 0.1013 - accuracy: 0.9722
 527/1208 [============>.................] - ETA: 1:54:09 - loss: 0.1014 - accuracy: 0.9722
 528/1208 [============>.................] - ETA: 1:53:59 - loss: 0.1013 - accuracy: 0.9723
 529/1208 [============>.................] - ETA: 1:53:49 - loss: 0.1013 - accuracy: 0.9722
 530/1208 [============>.................] - ETA: 1:53:39 - loss: 0.1013 - accuracy: 0.9722
 531/1208 [============>.................] - ETA: 1:53:28 - loss: 0.1013 - accuracy: 0.9722
 532/1208 [============>.................] - ETA: 1:53:18 - loss: 0.1013 - accuracy: 0.9722
 533/1208 [============>.................] - ETA: 1:53:08 - loss: 0.1013 - accuracy: 0.9722
 534/1208 [============>.................] - ETA: 1:52:57 - loss: 0.1014 - accuracy: 0.9722
 535/1208 [============>.................] - ETA: 1:52:47 - loss: 0.1014 - accuracy: 0.9722
 536/1208 [============>.................] - ETA: 1:52:37 - loss: 0.1012 - accuracy: 0.9722
 537/1208 [============>.................] - ETA: 1:52:25 - loss: 0.1011 - accuracy: 0.9722
 538/1208 [============>.................] - ETA: 1:52:14 - loss: 0.1012 - accuracy: 0.9723
 539/1208 [============>.................] - ETA: 1:52:04 - loss: 0.1013 - accuracy: 0.9723
 540/1208 [============>.................] - ETA: 1:51:54 - loss: 0.1015 - accuracy: 0.9722
 541/1208 [============>.................] - ETA: 1:51:44 - loss: 0.1015 - accuracy: 0.9722
 542/1208 [============>.................] - ETA: 1:51:34 - loss: 0.1014 - accuracy: 0.9722
 543/1208 [============>.................] - ETA: 1:51:24 - loss: 0.1014 - accuracy: 0.9723
 544/1208 [============>.................] - ETA: 1:51:14 - loss: 0.1014 - accuracy: 0.9722
 545/1208 [============>.................] - ETA: 1:51:04 - loss: 0.1013 - accuracy: 0.9722
 546/1208 [============>.................] - ETA: 1:50:54 - loss: 0.1013 - accuracy: 0.9723
 547/1208 [============>.................] - ETA: 1:50:44 - loss: 0.1013 - accuracy: 0.9723
 548/1208 [============>.................] - ETA: 1:50:34 - loss: 0.1013 - accuracy: 0.9723
 549/1208 [============>.................] - ETA: 1:50:23 - loss: 0.1012 - accuracy: 0.9723
 550/1208 [============>.................] - ETA: 1:50:13 - loss: 0.1011 - accuracy: 0.9723
 551/1208 [============>.................] - ETA: 1:50:03 - loss: 0.1011 - accuracy: 0.9723
 552/1208 [============>.................] - ETA: 1:49:53 - loss: 0.1010 - accuracy: 0.9723
 553/1208 [============>.................] - ETA: 1:49:43 - loss: 0.1009 - accuracy: 0.9724
 554/1208 [============>.................] - ETA: 1:49:34 - loss: 0.1009 - accuracy: 0.9724
 555/1208 [============>.................] - ETA: 1:49:24 - loss: 0.1009 - accuracy: 0.9724
 556/1208 [============>.................] - ETA: 1:49:14 - loss: 0.1010 - accuracy: 0.9723
 557/1208 [============>.................] - ETA: 1:49:04 - loss: 0.1009 - accuracy: 0.9723
 558/1208 [============>.................] - ETA: 1:48:55 - loss: 0.1010 - accuracy: 0.9723
 559/1208 [============>.................] - ETA: 1:48:47 - loss: 0.1010 - accuracy: 0.9722
 560/1208 [============>.................] - ETA: 1:48:38 - loss: 0.1009 - accuracy: 0.9722
 561/1208 [============>.................] - ETA: 1:48:28 - loss: 0.1010 - accuracy: 0.9722
 562/1208 [============>.................] - ETA: 1:48:18 - loss: 0.1009 - accuracy: 0.9722
 563/1208 [============>.................] - ETA: 1:48:10 - loss: 0.1009 - accuracy: 0.9722
 564/1208 [=============>................] - ETA: 1:48:00 - loss: 0.1008 - accuracy: 0.9722
 565/1208 [=============>................] - ETA: 1:47:50 - loss: 0.1007 - accuracy: 0.9723
 566/1208 [=============>................] - ETA: 1:47:40 - loss: 0.1007 - accuracy: 0.9723
 567/1208 [=============>................] - ETA: 1:47:31 - loss: 0.1008 - accuracy: 0.9723
 568/1208 [=============>................] - ETA: 1:47:21 - loss: 0.1008 - accuracy: 0.9723
 569/1208 [=============>................] - ETA: 1:47:11 - loss: 0.1007 - accuracy: 0.9723
 570/1208 [=============>................] - ETA: 1:47:02 - loss: 0.1006 - accuracy: 0.9724
 571/1208 [=============>................] - ETA: 1:46:52 - loss: 0.1005 - accuracy: 0.9724
 572/1208 [=============>................] - ETA: 1:46:43 - loss: 0.1004 - accuracy: 0.9724
 573/1208 [=============>................] - ETA: 1:46:33 - loss: 0.1005 - accuracy: 0.9724
 574/1208 [=============>................] - ETA: 1:46:23 - loss: 0.1009 - accuracy: 0.9723
 575/1208 [=============>................] - ETA: 1:46:13 - loss: 0.1008 - accuracy: 0.9723
 576/1208 [=============>................] - ETA: 1:46:02 - loss: 0.1007 - accuracy: 0.9723
 577/1208 [=============>................] - ETA: 1:45:51 - loss: 0.1009 - accuracy: 0.9722
 578/1208 [=============>................] - ETA: 1:45:41 - loss: 0.1009 - accuracy: 0.9722
 579/1208 [=============>................] - ETA: 1:45:31 - loss: 0.1009 - accuracy: 0.9722
 580/1208 [=============>................] - ETA: 1:45:20 - loss: 0.1008 - accuracy: 0.9722
 581/1208 [=============>................] - ETA: 1:45:10 - loss: 0.1008 - accuracy: 0.9722
 582/1208 [=============>................] - ETA: 1:44:59 - loss: 0.1008 - accuracy: 0.9722
 583/1208 [=============>................] - ETA: 1:44:50 - loss: 0.1009 - accuracy: 0.9722
 584/1208 [=============>................] - ETA: 1:44:39 - loss: 0.1009 - accuracy: 0.9721
 585/1208 [=============>................] - ETA: 1:44:29 - loss: 0.1009 - accuracy: 0.9721
 586/1208 [=============>................] - ETA: 1:44:19 - loss: 0.1010 - accuracy: 0.9720
 587/1208 [=============>................] - ETA: 1:44:08 - loss: 0.1011 - accuracy: 0.9720
 588/1208 [=============>................] - ETA: 1:43:56 - loss: 0.1011 - accuracy: 0.9719
 589/1208 [=============>................] - ETA: 1:43:46 - loss: 0.1011 - accuracy: 0.9719
 590/1208 [=============>................] - ETA: 1:43:36 - loss: 0.1010 - accuracy: 0.9719
 591/1208 [=============>................] - ETA: 1:43:24 - loss: 0.1012 - accuracy: 0.9719
 592/1208 [=============>................] - ETA: 1:43:13 - loss: 0.1011 - accuracy: 0.9719
 593/1208 [=============>................] - ETA: 1:43:03 - loss: 0.1011 - accuracy: 0.9719
 594/1208 [=============>................] - ETA: 1:42:52 - loss: 0.1010 - accuracy: 0.9719
 595/1208 [=============>................] - ETA: 1:42:42 - loss: 0.1011 - accuracy: 0.9719
 596/1208 [=============>................] - ETA: 1:42:32 - loss: 0.1011 - accuracy: 0.9719
 597/1208 [=============>................] - ETA: 1:42:22 - loss: 0.1018 - accuracy: 0.9716
 598/1208 [=============>................] - ETA: 1:42:12 - loss: 0.1019 - accuracy: 0.9716
 599/1208 [=============>................] - ETA: 1:42:02 - loss: 0.1020 - accuracy: 0.9716
 600/1208 [=============>................] - ETA: 1:41:52 - loss: 0.1020 - accuracy: 0.9716
 601/1208 [=============>................] - ETA: 1:41:42 - loss: 0.1020 - accuracy: 0.9716
 602/1208 [=============>................] - ETA: 1:41:33 - loss: 0.1021 - accuracy: 0.9715
 603/1208 [=============>................] - ETA: 1:41:23 - loss: 0.1021 - accuracy: 0.9715
 604/1208 [==============>...............] - ETA: 1:41:12 - loss: 0.1021 - accuracy: 0.9715
 605/1208 [==============>...............] - ETA: 1:41:02 - loss: 0.1021 - accuracy: 0.9715
 606/1208 [==============>...............] - ETA: 1:40:53 - loss: 0.1023 - accuracy: 0.9714
 607/1208 [==============>...............] - ETA: 1:40:43 - loss: 0.1022 - accuracy: 0.9715
 608/1208 [==============>...............] - ETA: 1:40:33 - loss: 0.1021 - accuracy: 0.9715
 609/1208 [==============>...............] - ETA: 1:40:23 - loss: 0.1022 - accuracy: 0.9714
 610/1208 [==============>...............] - ETA: 1:40:13 - loss: 0.1023 - accuracy: 0.9714
 611/1208 [==============>...............] - ETA: 1:40:03 - loss: 0.1022 - accuracy: 0.9714
 612/1208 [==============>...............] - ETA: 1:39:54 - loss: 0.1022 - accuracy: 0.9715
 613/1208 [==============>...............] - ETA: 1:39:44 - loss: 0.1023 - accuracy: 0.9715
 614/1208 [==============>...............] - ETA: 1:39:34 - loss: 0.1023 - accuracy: 0.9714
 615/1208 [==============>...............] - ETA: 1:39:23 - loss: 0.1023 - accuracy: 0.9714
 616/1208 [==============>...............] - ETA: 1:39:13 - loss: 0.1025 - accuracy: 0.9714
 617/1208 [==============>...............] - ETA: 1:39:03 - loss: 0.1024 - accuracy: 0.9714
 618/1208 [==============>...............] - ETA: 1:38:53 - loss: 0.1023 - accuracy: 0.9715
 619/1208 [==============>...............] - ETA: 1:38:42 - loss: 0.1022 - accuracy: 0.9715
 620/1208 [==============>...............] - ETA: 1:38:33 - loss: 0.1022 - accuracy: 0.9715
 621/1208 [==============>...............] - ETA: 1:38:23 - loss: 0.1022 - accuracy: 0.9715
 622/1208 [==============>...............] - ETA: 1:38:14 - loss: 0.1021 - accuracy: 0.9715
 623/1208 [==============>...............] - ETA: 1:38:05 - loss: 0.1021 - accuracy: 0.9715
 624/1208 [==============>...............] - ETA: 1:37:56 - loss: 0.1021 - accuracy: 0.9715
 625/1208 [==============>...............] - ETA: 1:37:46 - loss: 0.1021 - accuracy: 0.9715
 626/1208 [==============>...............] - ETA: 1:37:36 - loss: 0.1022 - accuracy: 0.9714
 627/1208 [==============>...............] - ETA: 1:37:27 - loss: 0.1022 - accuracy: 0.9714
 628/1208 [==============>...............] - ETA: 1:37:18 - loss: 0.1022 - accuracy: 0.9713
 629/1208 [==============>...............] - ETA: 1:37:08 - loss: 0.1022 - accuracy: 0.9714
 630/1208 [==============>...............] - ETA: 1:36:59 - loss: 0.1022 - accuracy: 0.9714
 631/1208 [==============>...............] - ETA: 1:36:49 - loss: 0.1021 - accuracy: 0.9714
 632/1208 [==============>...............] - ETA: 1:36:40 - loss: 0.1021 - accuracy: 0.9714
 633/1208 [==============>...............] - ETA: 1:36:31 - loss: 0.1021 - accuracy: 0.9714
 634/1208 [==============>...............] - ETA: 1:36:22 - loss: 0.1021 - accuracy: 0.9714
 635/1208 [==============>...............] - ETA: 1:36:13 - loss: 0.1023 - accuracy: 0.9714
 636/1208 [==============>...............] - ETA: 1:36:04 - loss: 0.1022 - accuracy: 0.9714
 637/1208 [==============>...............] - ETA: 1:35:55 - loss: 0.1022 - accuracy: 0.9714
 638/1208 [==============>...............] - ETA: 1:35:44 - loss: 0.1022 - accuracy: 0.9714
 639/1208 [==============>...............] - ETA: 1:35:34 - loss: 0.1022 - accuracy: 0.9714
 640/1208 [==============>...............] - ETA: 1:35:24 - loss: 0.1023 - accuracy: 0.9714
 641/1208 [==============>...............] - ETA: 1:35:14 - loss: 0.1023 - accuracy: 0.9714
 642/1208 [==============>...............] - ETA: 1:35:04 - loss: 0.1022 - accuracy: 0.9714
 643/1208 [==============>...............] - ETA: 1:34:54 - loss: 0.1021 - accuracy: 0.9714
 644/1208 [==============>...............] - ETA: 1:34:44 - loss: 0.1021 - accuracy: 0.9714
 645/1208 [===============>..............] - ETA: 1:34:35 - loss: 0.1020 - accuracy: 0.9714
 646/1208 [===============>..............] - ETA: 1:34:25 - loss: 0.1019 - accuracy: 0.9715
 647/1208 [===============>..............] - ETA: 1:34:14 - loss: 0.1019 - accuracy: 0.9715
 648/1208 [===============>..............] - ETA: 1:34:04 - loss: 0.1020 - accuracy: 0.9715
 649/1208 [===============>..............] - ETA: 1:33:55 - loss: 0.1019 - accuracy: 0.9715
 650/1208 [===============>..............] - ETA: 1:33:45 - loss: 0.1018 - accuracy: 0.9715
 651/1208 [===============>..............] - ETA: 1:33:34 - loss: 0.1017 - accuracy: 0.9715
 652/1208 [===============>..............] - ETA: 1:33:24 - loss: 0.1017 - accuracy: 0.9716
 653/1208 [===============>..............] - ETA: 1:33:14 - loss: 0.1018 - accuracy: 0.9715
 654/1208 [===============>..............] - ETA: 1:33:04 - loss: 0.1018 - accuracy: 0.9715
 655/1208 [===============>..............] - ETA: 1:32:54 - loss: 0.1018 - accuracy: 0.9715
 656/1208 [===============>..............] - ETA: 1:32:44 - loss: 0.1017 - accuracy: 0.9715
 657/1208 [===============>..............] - ETA: 1:32:34 - loss: 0.1017 - accuracy: 0.9715
 658/1208 [===============>..............] - ETA: 1:32:23 - loss: 0.1016 - accuracy: 0.9716
 659/1208 [===============>..............] - ETA: 1:32:13 - loss: 0.1015 - accuracy: 0.9716
 660/1208 [===============>..............] - ETA: 1:32:03 - loss: 0.1017 - accuracy: 0.9715
 661/1208 [===============>..............] - ETA: 1:31:53 - loss: 0.1018 - accuracy: 0.9715
 662/1208 [===============>..............] - ETA: 1:31:42 - loss: 0.1017 - accuracy: 0.9715
 663/1208 [===============>..............] - ETA: 1:31:32 - loss: 0.1018 - accuracy: 0.9715
 664/1208 [===============>..............] - ETA: 1:31:22 - loss: 0.1020 - accuracy: 0.9714
 665/1208 [===============>..............] - ETA: 1:31:11 - loss: 0.1020 - accuracy: 0.9714
 666/1208 [===============>..............] - ETA: 1:31:01 - loss: 0.1019 - accuracy: 0.9714
 667/1208 [===============>..............] - ETA: 1:30:51 - loss: 0.1020 - accuracy: 0.9714
 668/1208 [===============>..............] - ETA: 1:30:41 - loss: 0.1021 - accuracy: 0.9714
 669/1208 [===============>..............] - ETA: 1:30:31 - loss: 0.1020 - accuracy: 0.9714
 670/1208 [===============>..............] - ETA: 1:30:22 - loss: 0.1022 - accuracy: 0.9714
 671/1208 [===============>..............] - ETA: 1:30:13 - loss: 0.1021 - accuracy: 0.9714
 672/1208 [===============>..............] - ETA: 1:30:03 - loss: 0.1021 - accuracy: 0.9714
 673/1208 [===============>..............] - ETA: 1:29:54 - loss: 0.1021 - accuracy: 0.9714
 674/1208 [===============>..............] - ETA: 1:29:44 - loss: 0.1021 - accuracy: 0.9714
 675/1208 [===============>..............] - ETA: 1:29:34 - loss: 0.1020 - accuracy: 0.9714
 676/1208 [===============>..............] - ETA: 1:29:24 - loss: 0.1020 - accuracy: 0.9714
 677/1208 [===============>..............] - ETA: 1:29:14 - loss: 0.1021 - accuracy: 0.9714
 678/1208 [===============>..............] - ETA: 1:29:04 - loss: 0.1021 - accuracy: 0.9714
 679/1208 [===============>..............] - ETA: 1:28:53 - loss: 0.1020 - accuracy: 0.9714
 680/1208 [===============>..............] - ETA: 1:28:43 - loss: 0.1020 - accuracy: 0.9715
 681/1208 [===============>..............] - ETA: 1:28:34 - loss: 0.1019 - accuracy: 0.9715
 682/1208 [===============>..............] - ETA: 1:28:24 - loss: 0.1019 - accuracy: 0.9715
 683/1208 [===============>..............] - ETA: 1:28:13 - loss: 0.1019 - accuracy: 0.9714
 684/1208 [===============>..............] - ETA: 1:28:03 - loss: 0.1018 - accuracy: 0.9714
 685/1208 [================>.............] - ETA: 1:27:53 - loss: 0.1017 - accuracy: 0.9715
 686/1208 [================>.............] - ETA: 1:27:43 - loss: 0.1017 - accuracy: 0.9715
 687/1208 [================>.............] - ETA: 1:27:33 - loss: 0.1016 - accuracy: 0.9715
 688/1208 [================>.............] - ETA: 1:27:24 - loss: 0.1016 - accuracy: 0.9715
 689/1208 [================>.............] - ETA: 1:27:13 - loss: 0.1017 - accuracy: 0.9715
 690/1208 [================>.............] - ETA: 1:27:04 - loss: 0.1016 - accuracy: 0.9716
 691/1208 [================>.............] - ETA: 1:26:54 - loss: 0.1019 - accuracy: 0.9715
 692/1208 [================>.............] - ETA: 1:26:44 - loss: 0.1021 - accuracy: 0.9714
 693/1208 [================>.............] - ETA: 1:26:33 - loss: 0.1021 - accuracy: 0.9714
 694/1208 [================>.............] - ETA: 1:26:23 - loss: 0.1021 - accuracy: 0.9714
 695/1208 [================>.............] - ETA: 1:26:14 - loss: 0.1021 - accuracy: 0.9714
 696/1208 [================>.............] - ETA: 1:26:04 - loss: 0.1021 - accuracy: 0.9714
 697/1208 [================>.............] - ETA: 1:25:54 - loss: 0.1021 - accuracy: 0.9714
 698/1208 [================>.............] - ETA: 1:25:44 - loss: 0.1021 - accuracy: 0.9714
 699/1208 [================>.............] - ETA: 1:25:34 - loss: 0.1020 - accuracy: 0.9715
 700/1208 [================>.............] - ETA: 1:25:23 - loss: 0.1020 - accuracy: 0.9714
 701/1208 [================>.............] - ETA: 1:25:13 - loss: 0.1023 - accuracy: 0.9714
 702/1208 [================>.............] - ETA: 1:25:03 - loss: 0.1023 - accuracy: 0.9714
 703/1208 [================>.............] - ETA: 1:24:53 - loss: 0.1024 - accuracy: 0.9713
 704/1208 [================>.............] - ETA: 1:24:42 - loss: 0.1023 - accuracy: 0.9713
 705/1208 [================>.............] - ETA: 1:24:31 - loss: 0.1023 - accuracy: 0.9713
 706/1208 [================>.............] - ETA: 1:24:20 - loss: 0.1024 - accuracy: 0.9713
 707/1208 [================>.............] - ETA: 1:24:10 - loss: 0.1024 - accuracy: 0.9713
 708/1208 [================>.............] - ETA: 1:24:00 - loss: 0.1024 - accuracy: 0.9713
 709/1208 [================>.............] - ETA: 1:23:50 - loss: 0.1023 - accuracy: 0.9713
 710/1208 [================>.............] - ETA: 1:23:39 - loss: 0.1023 - accuracy: 0.9713
 711/1208 [================>.............] - ETA: 1:23:29 - loss: 0.1022 - accuracy: 0.9713
 712/1208 [================>.............] - ETA: 1:23:19 - loss: 0.1023 - accuracy: 0.9713
 713/1208 [================>.............] - ETA: 1:23:08 - loss: 0.1022 - accuracy: 0.9714
 714/1208 [================>.............] - ETA: 1:22:58 - loss: 0.1023 - accuracy: 0.9713
 715/1208 [================>.............] - ETA: 1:22:48 - loss: 0.1023 - accuracy: 0.9713
 716/1208 [================>.............] - ETA: 1:22:38 - loss: 0.1022 - accuracy: 0.9713
 717/1208 [================>.............] - ETA: 1:22:28 - loss: 0.1022 - accuracy: 0.9713
 718/1208 [================>.............] - ETA: 1:22:18 - loss: 0.1021 - accuracy: 0.9714
 719/1208 [================>.............] - ETA: 1:22:08 - loss: 0.1020 - accuracy: 0.9714
 720/1208 [================>.............] - ETA: 1:21:57 - loss: 0.1020 - accuracy: 0.9714
 721/1208 [================>.............] - ETA: 1:21:47 - loss: 0.1020 - accuracy: 0.9714
 722/1208 [================>.............] - ETA: 1:21:37 - loss: 0.1019 - accuracy: 0.9714
 723/1208 [================>.............] - ETA: 1:21:27 - loss: 0.1020 - accuracy: 0.9714
 724/1208 [================>.............] - ETA: 1:21:17 - loss: 0.1019 - accuracy: 0.9714
 725/1208 [=================>............] - ETA: 1:21:06 - loss: 0.1019 - accuracy: 0.9714
 726/1208 [=================>............] - ETA: 1:20:57 - loss: 0.1020 - accuracy: 0.9714
 727/1208 [=================>............] - ETA: 1:20:47 - loss: 0.1019 - accuracy: 0.9714
 728/1208 [=================>............] - ETA: 1:20:37 - loss: 0.1018 - accuracy: 0.9715
 729/1208 [=================>............] - ETA: 1:20:27 - loss: 0.1019 - accuracy: 0.9714
 730/1208 [=================>............] - ETA: 1:20:17 - loss: 0.1019 - accuracy: 0.9714
 731/1208 [=================>............] - ETA: 1:20:07 - loss: 0.1018 - accuracy: 0.9714
 732/1208 [=================>............] - ETA: 1:19:57 - loss: 0.1017 - accuracy: 0.9715
 733/1208 [=================>............] - ETA: 1:19:47 - loss: 0.1017 - accuracy: 0.9715
 734/1208 [=================>............] - ETA: 1:19:38 - loss: 0.1017 - accuracy: 0.9714
 735/1208 [=================>............] - ETA: 1:19:28 - loss: 0.1017 - accuracy: 0.9714
 736/1208 [=================>............] - ETA: 1:19:18 - loss: 0.1018 - accuracy: 0.9714
 737/1208 [=================>............] - ETA: 1:19:08 - loss: 0.1019 - accuracy: 0.9714
 738/1208 [=================>............] - ETA: 1:18:59 - loss: 0.1019 - accuracy: 0.9714
 739/1208 [=================>............] - ETA: 1:18:49 - loss: 0.1019 - accuracy: 0.9714
 740/1208 [=================>............] - ETA: 1:18:39 - loss: 0.1018 - accuracy: 0.9714
 741/1208 [=================>............] - ETA: 1:18:29 - loss: 0.1018 - accuracy: 0.9714
 742/1208 [=================>............] - ETA: 1:18:20 - loss: 0.1017 - accuracy: 0.9715
 743/1208 [=================>............] - ETA: 1:18:10 - loss: 0.1017 - accuracy: 0.9715
 744/1208 [=================>............] - ETA: 1:18:01 - loss: 0.1017 - accuracy: 0.9715
 745/1208 [=================>............] - ETA: 1:17:51 - loss: 0.1017 - accuracy: 0.9715
 746/1208 [=================>............] - ETA: 1:17:41 - loss: 0.1016 - accuracy: 0.9715
 747/1208 [=================>............] - ETA: 1:17:32 - loss: 0.1016 - accuracy: 0.9716
 748/1208 [=================>............] - ETA: 1:17:22 - loss: 0.1015 - accuracy: 0.9715
 749/1208 [=================>............] - ETA: 1:17:12 - loss: 0.1015 - accuracy: 0.9715
 750/1208 [=================>............] - ETA: 1:17:02 - loss: 0.1015 - accuracy: 0.9716
 751/1208 [=================>............] - ETA: 1:16:52 - loss: 0.1016 - accuracy: 0.9716
 752/1208 [=================>............] - ETA: 1:16:41 - loss: 0.1015 - accuracy: 0.9716
 753/1208 [=================>............] - ETA: 1:16:31 - loss: 0.1016 - accuracy: 0.9716
 754/1208 [=================>............] - ETA: 1:16:21 - loss: 0.1016 - accuracy: 0.9715
 755/1208 [=================>............] - ETA: 1:16:11 - loss: 0.1017 - accuracy: 0.9715
 756/1208 [=================>............] - ETA: 1:16:00 - loss: 0.1017 - accuracy: 0.9715
 757/1208 [=================>............] - ETA: 1:15:50 - loss: 0.1017 - accuracy: 0.9715
 758/1208 [=================>............] - ETA: 1:15:40 - loss: 0.1018 - accuracy: 0.9715
 759/1208 [=================>............] - ETA: 1:15:30 - loss: 0.1019 - accuracy: 0.9715
 760/1208 [=================>............] - ETA: 1:15:20 - loss: 0.1019 - accuracy: 0.9715
 761/1208 [=================>............] - ETA: 1:15:10 - loss: 0.1019 - accuracy: 0.9715
 762/1208 [=================>............] - ETA: 1:15:00 - loss: 0.1019 - accuracy: 0.9715
 763/1208 [=================>............] - ETA: 1:14:50 - loss: 0.1019 - accuracy: 0.9715
 764/1208 [=================>............] - ETA: 1:14:40 - loss: 0.1019 - accuracy: 0.9715
 765/1208 [=================>............] - ETA: 1:14:30 - loss: 0.1019 - accuracy: 0.9715
 766/1208 [==================>...........] - ETA: 1:14:20 - loss: 0.1019 - accuracy: 0.9715
 767/1208 [==================>...........] - ETA: 1:14:10 - loss: 0.1019 - accuracy: 0.9715
 768/1208 [==================>...........] - ETA: 1:14:00 - loss: 0.1019 - accuracy: 0.9715
 769/1208 [==================>...........] - ETA: 1:13:50 - loss: 0.1018 - accuracy: 0.9715
 770/1208 [==================>...........] - ETA: 1:13:40 - loss: 0.1019 - accuracy: 0.9715
 771/1208 [==================>...........] - ETA: 1:13:30 - loss: 0.1019 - accuracy: 0.9715
 772/1208 [==================>...........] - ETA: 1:13:20 - loss: 0.1019 - accuracy: 0.9715
 773/1208 [==================>...........] - ETA: 1:13:10 - loss: 0.1019 - accuracy: 0.9715
 774/1208 [==================>...........] - ETA: 1:12:59 - loss: 0.1018 - accuracy: 0.9715
 775/1208 [==================>...........] - ETA: 1:12:50 - loss: 0.1018 - accuracy: 0.9716
 776/1208 [==================>...........] - ETA: 1:12:40 - loss: 0.1017 - accuracy: 0.9715
 777/1208 [==================>...........] - ETA: 1:12:29 - loss: 0.1017 - accuracy: 0.9716
 778/1208 [==================>...........] - ETA: 1:12:19 - loss: 0.1017 - accuracy: 0.9716
 779/1208 [==================>...........] - ETA: 1:12:09 - loss: 0.1016 - accuracy: 0.9716
 780/1208 [==================>...........] - ETA: 1:12:00 - loss: 0.1016 - accuracy: 0.9716
 781/1208 [==================>...........] - ETA: 1:11:50 - loss: 0.1017 - accuracy: 0.9716
 782/1208 [==================>...........] - ETA: 1:11:40 - loss: 0.1017 - accuracy: 0.9716
 783/1208 [==================>...........] - ETA: 1:11:30 - loss: 0.1016 - accuracy: 0.9716
 784/1208 [==================>...........] - ETA: 1:11:20 - loss: 0.1016 - accuracy: 0.9716
 785/1208 [==================>...........] - ETA: 1:11:11 - loss: 0.1016 - accuracy: 0.9716
 786/1208 [==================>...........] - ETA: 1:11:01 - loss: 0.1017 - accuracy: 0.9716
 787/1208 [==================>...........] - ETA: 1:10:51 - loss: 0.1017 - accuracy: 0.9716
 788/1208 [==================>...........] - ETA: 1:10:41 - loss: 0.1018 - accuracy: 0.9715
 789/1208 [==================>...........] - ETA: 1:10:30 - loss: 0.1017 - accuracy: 0.9716
 790/1208 [==================>...........] - ETA: 1:10:20 - loss: 0.1017 - accuracy: 0.9715
 791/1208 [==================>...........] - ETA: 1:10:10 - loss: 0.1019 - accuracy: 0.9715
 792/1208 [==================>...........] - ETA: 1:10:00 - loss: 0.1020 - accuracy: 0.9715
 793/1208 [==================>...........] - ETA: 1:09:49 - loss: 0.1019 - accuracy: 0.9715
 794/1208 [==================>...........] - ETA: 1:09:39 - loss: 0.1018 - accuracy: 0.9715
 795/1208 [==================>...........] - ETA: 1:09:29 - loss: 0.1018 - accuracy: 0.9715
 796/1208 [==================>...........] - ETA: 1:09:19 - loss: 0.1019 - accuracy: 0.9715
 797/1208 [==================>...........] - ETA: 1:09:09 - loss: 0.1018 - accuracy: 0.9715
 798/1208 [==================>...........] - ETA: 1:08:59 - loss: 0.1018 - accuracy: 0.9715
 799/1208 [==================>...........] - ETA: 1:08:49 - loss: 0.1019 - accuracy: 0.9714
 800/1208 [==================>...........] - ETA: 1:08:39 - loss: 0.1018 - accuracy: 0.9715
 801/1208 [==================>...........] - ETA: 1:08:28 - loss: 0.1017 - accuracy: 0.9715
 802/1208 [==================>...........] - ETA: 1:08:18 - loss: 0.1017 - accuracy: 0.9715
 803/1208 [==================>...........] - ETA: 1:08:08 - loss: 0.1018 - accuracy: 0.9715
 804/1208 [==================>...........] - ETA: 1:07:59 - loss: 0.1018 - accuracy: 0.9714
 805/1208 [==================>...........] - ETA: 1:07:48 - loss: 0.1019 - accuracy: 0.9714
 806/1208 [===================>..........] - ETA: 1:07:39 - loss: 0.1018 - accuracy: 0.9714
 807/1208 [===================>..........] - ETA: 1:07:28 - loss: 0.1019 - accuracy: 0.9714
 808/1208 [===================>..........] - ETA: 1:07:18 - loss: 0.1020 - accuracy: 0.9714
 809/1208 [===================>..........] - ETA: 1:07:08 - loss: 0.1021 - accuracy: 0.9713
 810/1208 [===================>..........] - ETA: 1:06:58 - loss: 0.1021 - accuracy: 0.9713
 811/1208 [===================>..........] - ETA: 1:06:48 - loss: 0.1021 - accuracy: 0.9713
 812/1208 [===================>..........] - ETA: 1:06:38 - loss: 0.1021 - accuracy: 0.9713
 813/1208 [===================>..........] - ETA: 1:06:28 - loss: 0.1022 - accuracy: 0.9713
 814/1208 [===================>..........] - ETA: 1:06:18 - loss: 0.1022 - accuracy: 0.9712
 815/1208 [===================>..........] - ETA: 1:06:08 - loss: 0.1022 - accuracy: 0.9713
 816/1208 [===================>..........] - ETA: 1:05:58 - loss: 0.1022 - accuracy: 0.9713
 817/1208 [===================>..........] - ETA: 1:05:48 - loss: 0.1021 - accuracy: 0.9713
 818/1208 [===================>..........] - ETA: 1:05:37 - loss: 0.1021 - accuracy: 0.9713
 819/1208 [===================>..........] - ETA: 1:05:27 - loss: 0.1021 - accuracy: 0.9713
 820/1208 [===================>..........] - ETA: 1:05:17 - loss: 0.1022 - accuracy: 0.9713
 821/1208 [===================>..........] - ETA: 1:05:07 - loss: 0.1022 - accuracy: 0.9712
 822/1208 [===================>..........] - ETA: 1:04:57 - loss: 0.1022 - accuracy: 0.9713
 823/1208 [===================>..........] - ETA: 1:04:47 - loss: 0.1022 - accuracy: 0.9713
 824/1208 [===================>..........] - ETA: 1:04:37 - loss: 0.1021 - accuracy: 0.9713
 825/1208 [===================>..........] - ETA: 1:04:27 - loss: 0.1023 - accuracy: 0.9712
 826/1208 [===================>..........] - ETA: 1:04:16 - loss: 0.1022 - accuracy: 0.9712
 827/1208 [===================>..........] - ETA: 1:04:06 - loss: 0.1021 - accuracy: 0.9713
 828/1208 [===================>..........] - ETA: 1:03:56 - loss: 0.1020 - accuracy: 0.9713
 829/1208 [===================>..........] - ETA: 1:03:46 - loss: 0.1020 - accuracy: 0.9713
 830/1208 [===================>..........] - ETA: 1:03:36 - loss: 0.1020 - accuracy: 0.9713
 831/1208 [===================>..........] - ETA: 1:03:26 - loss: 0.1020 - accuracy: 0.9713
 832/1208 [===================>..........] - ETA: 1:03:16 - loss: 0.1021 - accuracy: 0.9713
 833/1208 [===================>..........] - ETA: 1:03:05 - loss: 0.1021 - accuracy: 0.9713
 834/1208 [===================>..........] - ETA: 1:02:55 - loss: 0.1021 - accuracy: 0.9713
 835/1208 [===================>..........] - ETA: 1:02:45 - loss: 0.1023 - accuracy: 0.9713
 836/1208 [===================>..........] - ETA: 1:02:35 - loss: 0.1022 - accuracy: 0.9713
 837/1208 [===================>..........] - ETA: 1:02:25 - loss: 0.1021 - accuracy: 0.9713
 838/1208 [===================>..........] - ETA: 1:02:14 - loss: 0.1023 - accuracy: 0.9713
 839/1208 [===================>..........] - ETA: 1:02:04 - loss: 0.1023 - accuracy: 0.9713
 840/1208 [===================>..........] - ETA: 1:01:54 - loss: 0.1023 - accuracy: 0.9713
 841/1208 [===================>..........] - ETA: 1:01:43 - loss: 0.1023 - accuracy: 0.9713
 842/1208 [===================>..........] - ETA: 1:01:33 - loss: 0.1022 - accuracy: 0.9713
 843/1208 [===================>..........] - ETA: 1:01:23 - loss: 0.1022 - accuracy: 0.9713
 844/1208 [===================>..........] - ETA: 1:01:13 - loss: 0.1022 - accuracy: 0.9713
 845/1208 [===================>..........] - ETA: 1:01:03 - loss: 0.1022 - accuracy: 0.9713
 846/1208 [====================>.........] - ETA: 1:00:53 - loss: 0.1021 - accuracy: 0.9713
 847/1208 [====================>.........] - ETA: 1:00:44 - loss: 0.1021 - accuracy: 0.9713
 848/1208 [====================>.........] - ETA: 1:00:33 - loss: 0.1022 - accuracy: 0.9713
 849/1208 [====================>.........] - ETA: 1:00:23 - loss: 0.1021 - accuracy: 0.9713
 850/1208 [====================>.........] - ETA: 1:00:13 - loss: 0.1021 - accuracy: 0.9713
 851/1208 [====================>.........] - ETA: 1:00:04 - loss: 0.1020 - accuracy: 0.9713
 852/1208 [====================>.........] - ETA: 59:54 - loss: 0.1020 - accuracy: 0.9713  
 853/1208 [====================>.........] - ETA: 59:44 - loss: 0.1020 - accuracy: 0.9713
 854/1208 [====================>.........] - ETA: 59:34 - loss: 0.1020 - accuracy: 0.9713
 855/1208 [====================>.........] - ETA: 59:24 - loss: 0.1021 - accuracy: 0.9713
 856/1208 [====================>.........] - ETA: 59:15 - loss: 0.1021 - accuracy: 0.9713
 857/1208 [====================>.........] - ETA: 59:05 - loss: 0.1021 - accuracy: 0.9713
 858/1208 [====================>.........] - ETA: 58:55 - loss: 0.1021 - accuracy: 0.9713
 859/1208 [====================>.........] - ETA: 58:45 - loss: 0.1020 - accuracy: 0.9713
 860/1208 [====================>.........] - ETA: 58:36 - loss: 0.1020 - accuracy: 0.9713
 861/1208 [====================>.........] - ETA: 58:26 - loss: 0.1020 - accuracy: 0.9713
 862/1208 [====================>.........] - ETA: 58:16 - loss: 0.1019 - accuracy: 0.9713
 863/1208 [====================>.........] - ETA: 58:06 - loss: 0.1019 - accuracy: 0.9714
 864/1208 [====================>.........] - ETA: 57:57 - loss: 0.1019 - accuracy: 0.9713
 865/1208 [====================>.........] - ETA: 57:47 - loss: 0.1018 - accuracy: 0.9714
 866/1208 [====================>.........] - ETA: 57:37 - loss: 0.1018 - accuracy: 0.9714
 867/1208 [====================>.........] - ETA: 57:27 - loss: 0.1018 - accuracy: 0.9714
 868/1208 [====================>.........] - ETA: 57:16 - loss: 0.1019 - accuracy: 0.9714
 869/1208 [====================>.........] - ETA: 57:06 - loss: 0.1019 - accuracy: 0.9713
 870/1208 [====================>.........] - ETA: 56:56 - loss: 0.1020 - accuracy: 0.9713
 871/1208 [====================>.........] - ETA: 56:46 - loss: 0.1021 - accuracy: 0.9713
 872/1208 [====================>.........] - ETA: 56:36 - loss: 0.1020 - accuracy: 0.9713
 873/1208 [====================>.........] - ETA: 56:26 - loss: 0.1020 - accuracy: 0.9713
 874/1208 [====================>.........] - ETA: 56:15 - loss: 0.1020 - accuracy: 0.9714
 875/1208 [====================>.........] - ETA: 56:05 - loss: 0.1020 - accuracy: 0.9713
 876/1208 [====================>.........] - ETA: 55:55 - loss: 0.1020 - accuracy: 0.9713
 877/1208 [====================>.........] - ETA: 55:45 - loss: 0.1020 - accuracy: 0.9713
 878/1208 [====================>.........] - ETA: 55:35 - loss: 0.1020 - accuracy: 0.9713
 879/1208 [====================>.........] - ETA: 55:25 - loss: 0.1020 - accuracy: 0.9713
 880/1208 [====================>.........] - ETA: 55:14 - loss: 0.1019 - accuracy: 0.9713
 881/1208 [====================>.........] - ETA: 55:04 - loss: 0.1020 - accuracy: 0.9713
 882/1208 [====================>.........] - ETA: 54:54 - loss: 0.1020 - accuracy: 0.9712
 883/1208 [====================>.........] - ETA: 54:44 - loss: 0.1019 - accuracy: 0.9713
 884/1208 [====================>.........] - ETA: 54:34 - loss: 0.1019 - accuracy: 0.9713
 885/1208 [====================>.........] - ETA: 54:24 - loss: 0.1018 - accuracy: 0.9713
 886/1208 [=====================>........] - ETA: 54:13 - loss: 0.1018 - accuracy: 0.9713
 887/1208 [=====================>........] - ETA: 54:03 - loss: 0.1020 - accuracy: 0.9713
 888/1208 [=====================>........] - ETA: 53:53 - loss: 0.1019 - accuracy: 0.9712
 889/1208 [=====================>........] - ETA: 53:43 - loss: 0.1019 - accuracy: 0.9713
 890/1208 [=====================>........] - ETA: 53:33 - loss: 0.1018 - accuracy: 0.9713
 891/1208 [=====================>........] - ETA: 53:23 - loss: 0.1018 - accuracy: 0.9713
 892/1208 [=====================>........] - ETA: 53:13 - loss: 0.1018 - accuracy: 0.9713
 893/1208 [=====================>........] - ETA: 53:03 - loss: 0.1018 - accuracy: 0.9713
 894/1208 [=====================>........] - ETA: 52:53 - loss: 0.1018 - accuracy: 0.9713
 895/1208 [=====================>........] - ETA: 52:43 - loss: 0.1018 - accuracy: 0.9713
 896/1208 [=====================>........] - ETA: 52:33 - loss: 0.1017 - accuracy: 0.9713
 897/1208 [=====================>........] - ETA: 52:23 - loss: 0.1017 - accuracy: 0.9713
 898/1208 [=====================>........] - ETA: 52:14 - loss: 0.1017 - accuracy: 0.9713
 899/1208 [=====================>........] - ETA: 52:04 - loss: 0.1017 - accuracy: 0.9714
 900/1208 [=====================>........] - ETA: 51:54 - loss: 0.1016 - accuracy: 0.9714
 901/1208 [=====================>........] - ETA: 51:44 - loss: 0.1016 - accuracy: 0.9714
 902/1208 [=====================>........] - ETA: 51:34 - loss: 0.1016 - accuracy: 0.9714
 903/1208 [=====================>........] - ETA: 51:24 - loss: 0.1015 - accuracy: 0.9714
 904/1208 [=====================>........] - ETA: 51:14 - loss: 0.1016 - accuracy: 0.9714
 905/1208 [=====================>........] - ETA: 51:04 - loss: 0.1015 - accuracy: 0.9714
 906/1208 [=====================>........] - ETA: 50:54 - loss: 0.1015 - accuracy: 0.9714
 907/1208 [=====================>........] - ETA: 50:44 - loss: 0.1016 - accuracy: 0.9714
 908/1208 [=====================>........] - ETA: 50:34 - loss: 0.1016 - accuracy: 0.9714
 909/1208 [=====================>........] - ETA: 50:24 - loss: 0.1015 - accuracy: 0.9714
 910/1208 [=====================>........] - ETA: 50:14 - loss: 0.1015 - accuracy: 0.9714
 911/1208 [=====================>........] - ETA: 50:03 - loss: 0.1015 - accuracy: 0.9714
 912/1208 [=====================>........] - ETA: 49:53 - loss: 0.1015 - accuracy: 0.9714
 913/1208 [=====================>........] - ETA: 49:43 - loss: 0.1017 - accuracy: 0.9714
 914/1208 [=====================>........] - ETA: 49:33 - loss: 0.1016 - accuracy: 0.9714
 915/1208 [=====================>........] - ETA: 49:23 - loss: 0.1016 - accuracy: 0.9714
 916/1208 [=====================>........] - ETA: 49:12 - loss: 0.1015 - accuracy: 0.9714
 917/1208 [=====================>........] - ETA: 49:02 - loss: 0.1015 - accuracy: 0.9714
 918/1208 [=====================>........] - ETA: 48:52 - loss: 0.1015 - accuracy: 0.9714
 919/1208 [=====================>........] - ETA: 48:42 - loss: 0.1015 - accuracy: 0.9714
 920/1208 [=====================>........] - ETA: 48:31 - loss: 0.1015 - accuracy: 0.9714
 921/1208 [=====================>........] - ETA: 48:21 - loss: 0.1014 - accuracy: 0.9715
 922/1208 [=====================>........] - ETA: 48:11 - loss: 0.1015 - accuracy: 0.9714
 923/1208 [=====================>........] - ETA: 48:01 - loss: 0.1017 - accuracy: 0.9713
 924/1208 [=====================>........] - ETA: 47:51 - loss: 0.1017 - accuracy: 0.9713
 925/1208 [=====================>........] - ETA: 47:41 - loss: 0.1017 - accuracy: 0.9713
 926/1208 [=====================>........] - ETA: 47:31 - loss: 0.1017 - accuracy: 0.9713
 927/1208 [======================>.......] - ETA: 47:20 - loss: 0.1017 - accuracy: 0.9713
 928/1208 [======================>.......] - ETA: 47:10 - loss: 0.1017 - accuracy: 0.9713
 929/1208 [======================>.......] - ETA: 47:00 - loss: 0.1017 - accuracy: 0.9713
 930/1208 [======================>.......] - ETA: 46:50 - loss: 0.1018 - accuracy: 0.9713
 931/1208 [======================>.......] - ETA: 46:39 - loss: 0.1017 - accuracy: 0.9713
 932/1208 [======================>.......] - ETA: 46:29 - loss: 0.1017 - accuracy: 0.9713
 933/1208 [======================>.......] - ETA: 46:19 - loss: 0.1017 - accuracy: 0.9713
 934/1208 [======================>.......] - ETA: 46:09 - loss: 0.1017 - accuracy: 0.9713
 935/1208 [======================>.......] - ETA: 45:59 - loss: 0.1016 - accuracy: 0.9714
 936/1208 [======================>.......] - ETA: 45:49 - loss: 0.1016 - accuracy: 0.9714
 937/1208 [======================>.......] - ETA: 45:39 - loss: 0.1018 - accuracy: 0.9713
 938/1208 [======================>.......] - ETA: 45:29 - loss: 0.1018 - accuracy: 0.9713
 939/1208 [======================>.......] - ETA: 45:19 - loss: 0.1019 - accuracy: 0.9713
 940/1208 [======================>.......] - ETA: 45:09 - loss: 0.1018 - accuracy: 0.9713
 941/1208 [======================>.......] - ETA: 44:59 - loss: 0.1018 - accuracy: 0.9713
 942/1208 [======================>.......] - ETA: 44:49 - loss: 0.1019 - accuracy: 0.9712
 943/1208 [======================>.......] - ETA: 44:39 - loss: 0.1019 - accuracy: 0.9712
 944/1208 [======================>.......] - ETA: 44:28 - loss: 0.1019 - accuracy: 0.9712
 945/1208 [======================>.......] - ETA: 44:18 - loss: 0.1019 - accuracy: 0.9712
 946/1208 [======================>.......] - ETA: 44:08 - loss: 0.1020 - accuracy: 0.9712
 947/1208 [======================>.......] - ETA: 43:58 - loss: 0.1020 - accuracy: 0.9712
 948/1208 [======================>.......] - ETA: 43:48 - loss: 0.1020 - accuracy: 0.9712
 949/1208 [======================>.......] - ETA: 43:38 - loss: 0.1019 - accuracy: 0.9712
 950/1208 [======================>.......] - ETA: 43:28 - loss: 0.1020 - accuracy: 0.9712
 951/1208 [======================>.......] - ETA: 43:17 - loss: 0.1020 - accuracy: 0.9711
 952/1208 [======================>.......] - ETA: 43:07 - loss: 0.1021 - accuracy: 0.9711
 953/1208 [======================>.......] - ETA: 42:57 - loss: 0.1022 - accuracy: 0.9711
 954/1208 [======================>.......] - ETA: 42:47 - loss: 0.1021 - accuracy: 0.9711
 955/1208 [======================>.......] - ETA: 42:36 - loss: 0.1021 - accuracy: 0.9711
 956/1208 [======================>.......] - ETA: 42:26 - loss: 0.1022 - accuracy: 0.9711
 957/1208 [======================>.......] - ETA: 42:16 - loss: 0.1022 - accuracy: 0.9710
 958/1208 [======================>.......] - ETA: 42:06 - loss: 0.1021 - accuracy: 0.9711
 959/1208 [======================>.......] - ETA: 41:56 - loss: 0.1022 - accuracy: 0.9710
 960/1208 [======================>.......] - ETA: 41:46 - loss: 0.1022 - accuracy: 0.9710
 961/1208 [======================>.......] - ETA: 41:36 - loss: 0.1022 - accuracy: 0.9710
 962/1208 [======================>.......] - ETA: 41:26 - loss: 0.1022 - accuracy: 0.9710
 963/1208 [======================>.......] - ETA: 41:16 - loss: 0.1022 - accuracy: 0.9710
 964/1208 [======================>.......] - ETA: 41:06 - loss: 0.1022 - accuracy: 0.9710
 965/1208 [======================>.......] - ETA: 40:57 - loss: 0.1023 - accuracy: 0.9710
 966/1208 [======================>.......] - ETA: 40:47 - loss: 0.1024 - accuracy: 0.9709
 967/1208 [=======================>......] - ETA: 40:37 - loss: 0.1024 - accuracy: 0.9709
 968/1208 [=======================>......] - ETA: 40:27 - loss: 0.1024 - accuracy: 0.9709
 969/1208 [=======================>......] - ETA: 40:17 - loss: 0.1026 - accuracy: 0.9709
 970/1208 [=======================>......] - ETA: 40:07 - loss: 0.1028 - accuracy: 0.9709
 971/1208 [=======================>......] - ETA: 39:57 - loss: 0.1028 - accuracy: 0.9709
 972/1208 [=======================>......] - ETA: 39:47 - loss: 0.1027 - accuracy: 0.9709
 973/1208 [=======================>......] - ETA: 39:37 - loss: 0.1027 - accuracy: 0.9709
 974/1208 [=======================>......] - ETA: 39:27 - loss: 0.1027 - accuracy: 0.9709
 975/1208 [=======================>......] - ETA: 39:17 - loss: 0.1027 - accuracy: 0.9709
 976/1208 [=======================>......] - ETA: 39:07 - loss: 0.1027 - accuracy: 0.9709
 977/1208 [=======================>......] - ETA: 38:57 - loss: 0.1028 - accuracy: 0.9708
 978/1208 [=======================>......] - ETA: 38:47 - loss: 0.1028 - accuracy: 0.9708
 979/1208 [=======================>......] - ETA: 38:36 - loss: 0.1030 - accuracy: 0.9707
 980/1208 [=======================>......] - ETA: 38:26 - loss: 0.1030 - accuracy: 0.9707
 981/1208 [=======================>......] - ETA: 38:16 - loss: 0.1030 - accuracy: 0.9708
 982/1208 [=======================>......] - ETA: 38:06 - loss: 0.1030 - accuracy: 0.9707
 983/1208 [=======================>......] - ETA: 37:56 - loss: 0.1030 - accuracy: 0.9708
 984/1208 [=======================>......] - ETA: 37:46 - loss: 0.1030 - accuracy: 0.9707
 985/1208 [=======================>......] - ETA: 37:36 - loss: 0.1030 - accuracy: 0.9707
 986/1208 [=======================>......] - ETA: 37:25 - loss: 0.1030 - accuracy: 0.9707
 987/1208 [=======================>......] - ETA: 37:15 - loss: 0.1031 - accuracy: 0.9707
 988/1208 [=======================>......] - ETA: 37:05 - loss: 0.1031 - accuracy: 0.9707
 989/1208 [=======================>......] - ETA: 36:55 - loss: 0.1031 - accuracy: 0.9707
 990/1208 [=======================>......] - ETA: 36:45 - loss: 0.1031 - accuracy: 0.9707
 991/1208 [=======================>......] - ETA: 36:35 - loss: 0.1032 - accuracy: 0.9707
 992/1208 [=======================>......] - ETA: 36:25 - loss: 0.1032 - accuracy: 0.9707
 993/1208 [=======================>......] - ETA: 36:15 - loss: 0.1031 - accuracy: 0.9707
 994/1208 [=======================>......] - ETA: 36:04 - loss: 0.1032 - accuracy: 0.9707
 995/1208 [=======================>......] - ETA: 35:54 - loss: 0.1032 - accuracy: 0.9707
 996/1208 [=======================>......] - ETA: 35:44 - loss: 0.1032 - accuracy: 0.9706
 997/1208 [=======================>......] - ETA: 35:34 - loss: 0.1033 - accuracy: 0.9706
 998/1208 [=======================>......] - ETA: 35:24 - loss: 0.1033 - accuracy: 0.9706
 999/1208 [=======================>......] - ETA: 35:14 - loss: 0.1034 - accuracy: 0.9706
1000/1208 [=======================>......] - ETA: 35:04 - loss: 0.1033 - accuracy: 0.9706
1001/1208 [=======================>......] - ETA: 34:54 - loss: 0.1033 - accuracy: 0.9706
1002/1208 [=======================>......] - ETA: 34:43 - loss: 0.1033 - accuracy: 0.9706
1003/1208 [=======================>......] - ETA: 34:33 - loss: 0.1033 - accuracy: 0.9706
1004/1208 [=======================>......] - ETA: 34:24 - loss: 0.1033 - accuracy: 0.9706
1005/1208 [=======================>......] - ETA: 34:14 - loss: 0.1033 - accuracy: 0.9706
1006/1208 [=======================>......] - ETA: 34:04 - loss: 0.1033 - accuracy: 0.9706
1007/1208 [========================>.....] - ETA: 33:54 - loss: 0.1033 - accuracy: 0.9706
1008/1208 [========================>.....] - ETA: 33:44 - loss: 0.1033 - accuracy: 0.9706
1009/1208 [========================>.....] - ETA: 33:34 - loss: 0.1033 - accuracy: 0.9705
1010/1208 [========================>.....] - ETA: 33:23 - loss: 0.1034 - accuracy: 0.9705
1011/1208 [========================>.....] - ETA: 33:14 - loss: 0.1033 - accuracy: 0.9706
1012/1208 [========================>.....] - ETA: 33:03 - loss: 0.1033 - accuracy: 0.9706
1013/1208 [========================>.....] - ETA: 32:53 - loss: 0.1033 - accuracy: 0.9706
1014/1208 [========================>.....] - ETA: 32:43 - loss: 0.1033 - accuracy: 0.9706
1015/1208 [========================>.....] - ETA: 32:33 - loss: 0.1033 - accuracy: 0.9706
1016/1208 [========================>.....] - ETA: 32:23 - loss: 0.1032 - accuracy: 0.9706
1017/1208 [========================>.....] - ETA: 32:13 - loss: 0.1032 - accuracy: 0.9706
1018/1208 [========================>.....] - ETA: 32:03 - loss: 0.1032 - accuracy: 0.9706
1019/1208 [========================>.....] - ETA: 31:53 - loss: 0.1032 - accuracy: 0.9706
1020/1208 [========================>.....] - ETA: 31:43 - loss: 0.1032 - accuracy: 0.9706
1021/1208 [========================>.....] - ETA: 31:33 - loss: 0.1031 - accuracy: 0.9706
1022/1208 [========================>.....] - ETA: 31:22 - loss: 0.1032 - accuracy: 0.9706
1023/1208 [========================>.....] - ETA: 31:12 - loss: 0.1032 - accuracy: 0.9706
1024/1208 [========================>.....] - ETA: 31:02 - loss: 0.1031 - accuracy: 0.9706
1025/1208 [========================>.....] - ETA: 30:52 - loss: 0.1031 - accuracy: 0.9706
1026/1208 [========================>.....] - ETA: 30:42 - loss: 0.1032 - accuracy: 0.9706
1027/1208 [========================>.....] - ETA: 30:32 - loss: 0.1032 - accuracy: 0.9706
1028/1208 [========================>.....] - ETA: 30:22 - loss: 0.1033 - accuracy: 0.9706
1029/1208 [========================>.....] - ETA: 30:12 - loss: 0.1032 - accuracy: 0.9706
1030/1208 [========================>.....] - ETA: 30:02 - loss: 0.1033 - accuracy: 0.9706
1031/1208 [========================>.....] - ETA: 29:51 - loss: 0.1033 - accuracy: 0.9706
1032/1208 [========================>.....] - ETA: 29:41 - loss: 0.1033 - accuracy: 0.9706
1033/1208 [========================>.....] - ETA: 29:31 - loss: 0.1032 - accuracy: 0.9706
1034/1208 [========================>.....] - ETA: 29:21 - loss: 0.1032 - accuracy: 0.9705
1035/1208 [========================>.....] - ETA: 29:11 - loss: 0.1032 - accuracy: 0.9705
1036/1208 [========================>.....] - ETA: 29:01 - loss: 0.1032 - accuracy: 0.9705
1037/1208 [========================>.....] - ETA: 28:51 - loss: 0.1031 - accuracy: 0.9705
1038/1208 [========================>.....] - ETA: 28:40 - loss: 0.1031 - accuracy: 0.9706
1039/1208 [========================>.....] - ETA: 28:30 - loss: 0.1031 - accuracy: 0.9706
1040/1208 [========================>.....] - ETA: 28:20 - loss: 0.1031 - accuracy: 0.9706
1041/1208 [========================>.....] - ETA: 28:10 - loss: 0.1031 - accuracy: 0.9706
1042/1208 [========================>.....] - ETA: 28:00 - loss: 0.1031 - accuracy: 0.9706
1043/1208 [========================>.....] - ETA: 27:50 - loss: 0.1031 - accuracy: 0.9705
1044/1208 [========================>.....] - ETA: 27:39 - loss: 0.1031 - accuracy: 0.9706
1045/1208 [========================>.....] - ETA: 27:29 - loss: 0.1031 - accuracy: 0.9706
1046/1208 [========================>.....] - ETA: 27:19 - loss: 0.1031 - accuracy: 0.9706
1047/1208 [=========================>....] - ETA: 27:09 - loss: 0.1031 - accuracy: 0.9706
1048/1208 [=========================>....] - ETA: 26:59 - loss: 0.1030 - accuracy: 0.9706
1049/1208 [=========================>....] - ETA: 26:49 - loss: 0.1030 - accuracy: 0.9706
1050/1208 [=========================>....] - ETA: 26:38 - loss: 0.1031 - accuracy: 0.9706
1051/1208 [=========================>....] - ETA: 26:28 - loss: 0.1030 - accuracy: 0.9706
1052/1208 [=========================>....] - ETA: 26:18 - loss: 0.1031 - accuracy: 0.9706
1053/1208 [=========================>....] - ETA: 26:08 - loss: 0.1032 - accuracy: 0.9706
1054/1208 [=========================>....] - ETA: 25:58 - loss: 0.1032 - accuracy: 0.9706
1055/1208 [=========================>....] - ETA: 25:48 - loss: 0.1032 - accuracy: 0.9706
1056/1208 [=========================>....] - ETA: 25:38 - loss: 0.1032 - accuracy: 0.9706
1057/1208 [=========================>....] - ETA: 25:28 - loss: 0.1032 - accuracy: 0.9705
1058/1208 [=========================>....] - ETA: 25:18 - loss: 0.1032 - accuracy: 0.9705
1059/1208 [=========================>....] - ETA: 25:08 - loss: 0.1031 - accuracy: 0.9706
1060/1208 [=========================>....] - ETA: 24:58 - loss: 0.1031 - accuracy: 0.9706
1061/1208 [=========================>....] - ETA: 24:47 - loss: 0.1031 - accuracy: 0.9705
1062/1208 [=========================>....] - ETA: 24:37 - loss: 0.1032 - accuracy: 0.9705
1063/1208 [=========================>....] - ETA: 24:27 - loss: 0.1032 - accuracy: 0.9705
1064/1208 [=========================>....] - ETA: 24:17 - loss: 0.1032 - accuracy: 0.9705
1065/1208 [=========================>....] - ETA: 24:07 - loss: 0.1033 - accuracy: 0.9704
1066/1208 [=========================>....] - ETA: 23:57 - loss: 0.1033 - accuracy: 0.9704
1067/1208 [=========================>....] - ETA: 23:47 - loss: 0.1033 - accuracy: 0.9705
1068/1208 [=========================>....] - ETA: 23:36 - loss: 0.1033 - accuracy: 0.9704
1069/1208 [=========================>....] - ETA: 23:26 - loss: 0.1033 - accuracy: 0.9704
1070/1208 [=========================>....] - ETA: 23:16 - loss: 0.1033 - accuracy: 0.9705
1071/1208 [=========================>....] - ETA: 23:06 - loss: 0.1033 - accuracy: 0.9704
1072/1208 [=========================>....] - ETA: 22:56 - loss: 0.1033 - accuracy: 0.9705
1073/1208 [=========================>....] - ETA: 22:46 - loss: 0.1034 - accuracy: 0.9704
1074/1208 [=========================>....] - ETA: 22:36 - loss: 0.1033 - accuracy: 0.9704
1075/1208 [=========================>....] - ETA: 22:26 - loss: 0.1034 - accuracy: 0.9704
1076/1208 [=========================>....] - ETA: 22:16 - loss: 0.1036 - accuracy: 0.9703
1077/1208 [=========================>....] - ETA: 22:06 - loss: 0.1036 - accuracy: 0.9703
1078/1208 [=========================>....] - ETA: 21:56 - loss: 0.1036 - accuracy: 0.9703
1079/1208 [=========================>....] - ETA: 21:46 - loss: 0.1036 - accuracy: 0.9703
1080/1208 [=========================>....] - ETA: 21:36 - loss: 0.1037 - accuracy: 0.9703
1081/1208 [=========================>....] - ETA: 21:26 - loss: 0.1036 - accuracy: 0.9703
1082/1208 [=========================>....] - ETA: 21:16 - loss: 0.1036 - accuracy: 0.9703
1083/1208 [=========================>....] - ETA: 21:06 - loss: 0.1036 - accuracy: 0.9703
1084/1208 [=========================>....] - ETA: 20:56 - loss: 0.1036 - accuracy: 0.9703
1085/1208 [=========================>....] - ETA: 20:46 - loss: 0.1036 - accuracy: 0.9703
1086/1208 [=========================>....] - ETA: 20:36 - loss: 0.1036 - accuracy: 0.9703
1087/1208 [=========================>....] - ETA: 20:25 - loss: 0.1037 - accuracy: 0.9703
1088/1208 [==========================>...] - ETA: 20:15 - loss: 0.1037 - accuracy: 0.9702
1089/1208 [==========================>...] - ETA: 20:05 - loss: 0.1037 - accuracy: 0.9702
1090/1208 [==========================>...] - ETA: 19:55 - loss: 0.1037 - accuracy: 0.9702
1091/1208 [==========================>...] - ETA: 19:45 - loss: 0.1037 - accuracy: 0.9702
1092/1208 [==========================>...] - ETA: 19:35 - loss: 0.1037 - accuracy: 0.9702
1093/1208 [==========================>...] - ETA: 19:24 - loss: 0.1037 - accuracy: 0.9702
1094/1208 [==========================>...] - ETA: 19:14 - loss: 0.1037 - accuracy: 0.9702
1095/1208 [==========================>...] - ETA: 19:04 - loss: 0.1037 - accuracy: 0.9702
1096/1208 [==========================>...] - ETA: 18:54 - loss: 0.1037 - accuracy: 0.9702
1097/1208 [==========================>...] - ETA: 18:44 - loss: 0.1036 - accuracy: 0.9703
1098/1208 [==========================>...] - ETA: 18:34 - loss: 0.1036 - accuracy: 0.9703
1099/1208 [==========================>...] - ETA: 18:24 - loss: 0.1037 - accuracy: 0.9703
1100/1208 [==========================>...] - ETA: 18:14 - loss: 0.1039 - accuracy: 0.9702
1101/1208 [==========================>...] - ETA: 18:04 - loss: 0.1038 - accuracy: 0.9702
1102/1208 [==========================>...] - ETA: 17:53 - loss: 0.1038 - accuracy: 0.9702
1103/1208 [==========================>...] - ETA: 17:43 - loss: 0.1038 - accuracy: 0.9702
1104/1208 [==========================>...] - ETA: 17:33 - loss: 0.1039 - accuracy: 0.9701
1105/1208 [==========================>...] - ETA: 17:23 - loss: 0.1039 - accuracy: 0.9701
1106/1208 [==========================>...] - ETA: 17:13 - loss: 0.1040 - accuracy: 0.9701
1107/1208 [==========================>...] - ETA: 17:03 - loss: 0.1040 - accuracy: 0.9701
1108/1208 [==========================>...] - ETA: 16:53 - loss: 0.1039 - accuracy: 0.9701
1109/1208 [==========================>...] - ETA: 16:43 - loss: 0.1039 - accuracy: 0.9701
1110/1208 [==========================>...] - ETA: 16:32 - loss: 0.1039 - accuracy: 0.9701
1111/1208 [==========================>...] - ETA: 16:22 - loss: 0.1041 - accuracy: 0.9701
1112/1208 [==========================>...] - ETA: 16:12 - loss: 0.1040 - accuracy: 0.9701
1113/1208 [==========================>...] - ETA: 16:02 - loss: 0.1039 - accuracy: 0.9701
1114/1208 [==========================>...] - ETA: 15:52 - loss: 0.1039 - accuracy: 0.9702
1115/1208 [==========================>...] - ETA: 15:42 - loss: 0.1039 - accuracy: 0.9702
1116/1208 [==========================>...] - ETA: 15:32 - loss: 0.1038 - accuracy: 0.9702
1117/1208 [==========================>...] - ETA: 15:22 - loss: 0.1038 - accuracy: 0.9702
1118/1208 [==========================>...] - ETA: 15:11 - loss: 0.1038 - accuracy: 0.9702
1119/1208 [==========================>...] - ETA: 15:01 - loss: 0.1038 - accuracy: 0.9702
1120/1208 [==========================>...] - ETA: 14:51 - loss: 0.1038 - accuracy: 0.9702
1121/1208 [==========================>...] - ETA: 14:41 - loss: 0.1038 - accuracy: 0.9702
1122/1208 [==========================>...] - ETA: 14:31 - loss: 0.1038 - accuracy: 0.9701
1123/1208 [==========================>...] - ETA: 14:21 - loss: 0.1038 - accuracy: 0.9701
1124/1208 [==========================>...] - ETA: 14:11 - loss: 0.1038 - accuracy: 0.9702
1125/1208 [==========================>...] - ETA: 14:01 - loss: 0.1039 - accuracy: 0.9701
1126/1208 [==========================>...] - ETA: 13:51 - loss: 0.1039 - accuracy: 0.9701
1127/1208 [==========================>...] - ETA: 13:41 - loss: 0.1039 - accuracy: 0.9701
1128/1208 [===========================>..] - ETA: 13:31 - loss: 0.1038 - accuracy: 0.9701
1129/1208 [===========================>..] - ETA: 13:20 - loss: 0.1038 - accuracy: 0.9701
1130/1208 [===========================>..] - ETA: 13:10 - loss: 0.1038 - accuracy: 0.9701
1131/1208 [===========================>..] - ETA: 13:00 - loss: 0.1038 - accuracy: 0.9701
1132/1208 [===========================>..] - ETA: 12:50 - loss: 0.1038 - accuracy: 0.9701
1133/1208 [===========================>..] - ETA: 12:40 - loss: 0.1038 - accuracy: 0.9701
1134/1208 [===========================>..] - ETA: 12:30 - loss: 0.1037 - accuracy: 0.9702
1135/1208 [===========================>..] - ETA: 12:20 - loss: 0.1037 - accuracy: 0.9702
1136/1208 [===========================>..] - ETA: 12:09 - loss: 0.1039 - accuracy: 0.9701
1137/1208 [===========================>..] - ETA: 11:59 - loss: 0.1038 - accuracy: 0.9701
1138/1208 [===========================>..] - ETA: 11:49 - loss: 0.1038 - accuracy: 0.9701
1139/1208 [===========================>..] - ETA: 11:39 - loss: 0.1040 - accuracy: 0.9701
1140/1208 [===========================>..] - ETA: 11:29 - loss: 0.1040 - accuracy: 0.9701
1141/1208 [===========================>..] - ETA: 11:19 - loss: 0.1040 - accuracy: 0.9701
1142/1208 [===========================>..] - ETA: 11:09 - loss: 0.1040 - accuracy: 0.9701
1143/1208 [===========================>..] - ETA: 10:59 - loss: 0.1039 - accuracy: 0.9701
1144/1208 [===========================>..] - ETA: 10:48 - loss: 0.1038 - accuracy: 0.9701
1145/1208 [===========================>..] - ETA: 10:38 - loss: 0.1038 - accuracy: 0.9701
1146/1208 [===========================>..] - ETA: 10:28 - loss: 0.1038 - accuracy: 0.9701
1147/1208 [===========================>..] - ETA: 10:18 - loss: 0.1038 - accuracy: 0.9701
1148/1208 [===========================>..] - ETA: 10:08 - loss: 0.1039 - accuracy: 0.9701
1149/1208 [===========================>..] - ETA: 9:58 - loss: 0.1038 - accuracy: 0.9701 
1150/1208 [===========================>..] - ETA: 9:48 - loss: 0.1038 - accuracy: 0.9701
1151/1208 [===========================>..] - ETA: 9:37 - loss: 0.1038 - accuracy: 0.9701
1152/1208 [===========================>..] - ETA: 9:27 - loss: 0.1037 - accuracy: 0.9701
1153/1208 [===========================>..] - ETA: 9:17 - loss: 0.1037 - accuracy: 0.9701
1154/1208 [===========================>..] - ETA: 9:07 - loss: 0.1037 - accuracy: 0.9701
1155/1208 [===========================>..] - ETA: 8:57 - loss: 0.1038 - accuracy: 0.9701
1156/1208 [===========================>..] - ETA: 8:46 - loss: 0.1038 - accuracy: 0.9701
1157/1208 [===========================>..] - ETA: 8:36 - loss: 0.1038 - accuracy: 0.9701
1158/1208 [===========================>..] - ETA: 8:26 - loss: 0.1037 - accuracy: 0.9701
1159/1208 [===========================>..] - ETA: 8:16 - loss: 0.1038 - accuracy: 0.9701
1160/1208 [===========================>..] - ETA: 8:06 - loss: 0.1038 - accuracy: 0.9701
1161/1208 [===========================>..] - ETA: 7:56 - loss: 0.1038 - accuracy: 0.9701
1162/1208 [===========================>..] - ETA: 7:46 - loss: 0.1039 - accuracy: 0.9701
1163/1208 [===========================>..] - ETA: 7:35 - loss: 0.1039 - accuracy: 0.9701
1164/1208 [===========================>..] - ETA: 7:25 - loss: 0.1039 - accuracy: 0.9701
1165/1208 [===========================>..] - ETA: 7:15 - loss: 0.1040 - accuracy: 0.9701
1166/1208 [===========================>..] - ETA: 7:05 - loss: 0.1040 - accuracy: 0.9701
1167/1208 [===========================>..] - ETA: 6:55 - loss: 0.1039 - accuracy: 0.9701
1168/1208 [============================>.] - ETA: 6:45 - loss: 0.1039 - accuracy: 0.9701
1169/1208 [============================>.] - ETA: 6:35 - loss: 0.1039 - accuracy: 0.9701
1170/1208 [============================>.] - ETA: 6:24 - loss: 0.1039 - accuracy: 0.9701
1171/1208 [============================>.] - ETA: 6:14 - loss: 0.1039 - accuracy: 0.9701
1172/1208 [============================>.] - ETA: 6:04 - loss: 0.1039 - accuracy: 0.9701
1173/1208 [============================>.] - ETA: 5:54 - loss: 0.1039 - accuracy: 0.9701
1174/1208 [============================>.] - ETA: 5:44 - loss: 0.1039 - accuracy: 0.9701
1175/1208 [============================>.] - ETA: 5:34 - loss: 0.1038 - accuracy: 0.9701
1176/1208 [============================>.] - ETA: 5:24 - loss: 0.1038 - accuracy: 0.9701
1177/1208 [============================>.] - ETA: 5:14 - loss: 0.1038 - accuracy: 0.9701
1178/1208 [============================>.] - ETA: 5:03 - loss: 0.1037 - accuracy: 0.9701
1179/1208 [============================>.] - ETA: 4:53 - loss: 0.1037 - accuracy: 0.9701
1180/1208 [============================>.] - ETA: 4:43 - loss: 0.1037 - accuracy: 0.9701
1181/1208 [============================>.] - ETA: 4:33 - loss: 0.1037 - accuracy: 0.9701
1182/1208 [============================>.] - ETA: 4:23 - loss: 0.1036 - accuracy: 0.9702
1183/1208 [============================>.] - ETA: 4:13 - loss: 0.1037 - accuracy: 0.9702
1184/1208 [============================>.] - ETA: 4:03 - loss: 0.1037 - accuracy: 0.9701
1185/1208 [============================>.] - ETA: 3:53 - loss: 0.1037 - accuracy: 0.9701
1186/1208 [============================>.] - ETA: 3:43 - loss: 0.1037 - accuracy: 0.9701
1187/1208 [============================>.] - ETA: 3:32 - loss: 0.1037 - accuracy: 0.9701
1188/1208 [============================>.] - ETA: 3:22 - loss: 0.1037 - accuracy: 0.9701
1189/1208 [============================>.] - ETA: 3:12 - loss: 0.1037 - accuracy: 0.9701
1190/1208 [============================>.] - ETA: 3:02 - loss: 0.1037 - accuracy: 0.9701
1191/1208 [============================>.] - ETA: 2:52 - loss: 0.1037 - accuracy: 0.9701
1192/1208 [============================>.] - ETA: 2:42 - loss: 0.1037 - accuracy: 0.9701
1193/1208 [============================>.] - ETA: 2:32 - loss: 0.1037 - accuracy: 0.9701
1194/1208 [============================>.] - ETA: 2:22 - loss: 0.1037 - accuracy: 0.9701
1195/1208 [============================>.] - ETA: 2:11 - loss: 0.1037 - accuracy: 0.9701
1196/1208 [============================>.] - ETA: 2:01 - loss: 0.1037 - accuracy: 0.9701
1197/1208 [============================>.] - ETA: 1:51 - loss: 0.1036 - accuracy: 0.9701
1198/1208 [============================>.] - ETA: 1:41 - loss: 0.1037 - accuracy: 0.9700
1199/1208 [============================>.] - ETA: 1:31 - loss: 0.1037 - accuracy: 0.9701
1200/1208 [============================>.] - ETA: 1:21 - loss: 0.1036 - accuracy: 0.9701
1201/1208 [============================>.] - ETA: 1:11 - loss: 0.1036 - accuracy: 0.9701
1202/1208 [============================>.] - ETA: 1:00 - loss: 0.1036 - accuracy: 0.9701
1203/1208 [============================>.] - ETA: 50s - loss: 0.1037 - accuracy: 0.9700 
1204/1208 [============================>.] - ETA: 40s - loss: 0.1036 - accuracy: 0.9700
1205/1208 [============================>.] - ETA: 30s - loss: 0.1036 - accuracy: 0.9701
1206/1208 [============================>.] - ETA: 20s - loss: 0.1036 - accuracy: 0.9701
1207/1208 [============================>.] - ETA: 10s - loss: 0.1036 - accuracy: 0.9701
1208/1208 [==============================] - 12249s 10s/step - loss: 0.1036 - accuracy: 0.9701
val_acc: 0.82457, best_val_acc: 0.84858, test_acc: 0.83037

Epoch 9/10

   1/1208 [..............................] - ETA: 3:12:08 - loss: 0.1523 - accuracy: 0.9688
   2/1208 [..............................] - ETA: 3:17:42 - loss: 0.1070 - accuracy: 0.9766
   3/1208 [..............................] - ETA: 3:14:52 - loss: 0.0806 - accuracy: 0.9844
   4/1208 [..............................] - ETA: 3:12:16 - loss: 0.0722 - accuracy: 0.9844
   5/1208 [..............................] - ETA: 3:11:10 - loss: 0.0721 - accuracy: 0.9844
   6/1208 [..............................] - ETA: 3:10:01 - loss: 0.0642 - accuracy: 0.9870
   7/1208 [..............................] - ETA: 3:11:09 - loss: 0.0595 - accuracy: 0.9888
   8/1208 [..............................] - ETA: 3:10:36 - loss: 0.0667 - accuracy: 0.9863
   9/1208 [..............................] - ETA: 3:09:02 - loss: 0.0693 - accuracy: 0.9861
  10/1208 [..............................] - ETA: 3:09:40 - loss: 0.0661 - accuracy: 0.9859
  11/1208 [..............................] - ETA: 3:09:30 - loss: 0.0689 - accuracy: 0.9844
  12/1208 [..............................] - ETA: 3:08:38 - loss: 0.0713 - accuracy: 0.9831
  13/1208 [..............................] - ETA: 3:08:27 - loss: 0.0723 - accuracy: 0.9820
  14/1208 [..............................] - ETA: 3:08:37 - loss: 0.0702 - accuracy: 0.9833
  15/1208 [..............................] - ETA: 3:09:23 - loss: 0.0683 - accuracy: 0.9844
  16/1208 [..............................] - ETA: 3:11:10 - loss: 0.0676 - accuracy: 0.9844
  17/1208 [..............................] - ETA: 3:12:21 - loss: 0.0662 - accuracy: 0.9853
  18/1208 [..............................] - ETA: 3:11:42 - loss: 0.0651 - accuracy: 0.9861
  19/1208 [..............................] - ETA: 3:12:02 - loss: 0.0633 - accuracy: 0.9868
  20/1208 [..............................] - ETA: 3:13:20 - loss: 0.0624 - accuracy: 0.9867
  21/1208 [..............................] - ETA: 3:13:35 - loss: 0.0608 - accuracy: 0.9874
  22/1208 [..............................] - ETA: 3:13:37 - loss: 0.0596 - accuracy: 0.9879
  23/1208 [..............................] - ETA: 3:14:06 - loss: 0.0594 - accuracy: 0.9878
  24/1208 [..............................] - ETA: 3:14:04 - loss: 0.0618 - accuracy: 0.9863
  25/1208 [..............................] - ETA: 3:14:11 - loss: 0.0602 - accuracy: 0.9869
  26/1208 [..............................] - ETA: 3:14:08 - loss: 0.0595 - accuracy: 0.9874
  27/1208 [..............................] - ETA: 3:14:18 - loss: 0.0587 - accuracy: 0.9878
  28/1208 [..............................] - ETA: 3:14:16 - loss: 0.0600 - accuracy: 0.9872
  29/1208 [..............................] - ETA: 3:13:34 - loss: 0.0593 - accuracy: 0.9871
  30/1208 [..............................] - ETA: 3:12:47 - loss: 0.0587 - accuracy: 0.9875
  31/1208 [..............................] - ETA: 3:13:09 - loss: 0.0603 - accuracy: 0.9869
  32/1208 [..............................] - ETA: 3:12:54 - loss: 0.0610 - accuracy: 0.9868
  33/1208 [..............................] - ETA: 3:13:12 - loss: 0.0600 - accuracy: 0.9872
  34/1208 [..............................] - ETA: 3:13:46 - loss: 0.0607 - accuracy: 0.9871
  35/1208 [..............................] - ETA: 3:13:51 - loss: 0.0600 - accuracy: 0.9875
  36/1208 [..............................] - ETA: 3:13:48 - loss: 0.0592 - accuracy: 0.9878
  37/1208 [..............................] - ETA: 3:13:52 - loss: 0.0595 - accuracy: 0.9882
  38/1208 [..............................] - ETA: 3:14:17 - loss: 0.0593 - accuracy: 0.9881
  39/1208 [..............................] - ETA: 3:14:44 - loss: 0.0592 - accuracy: 0.9880
  40/1208 [..............................] - ETA: 3:14:57 - loss: 0.0625 - accuracy: 0.9871
  41/1208 [>.............................] - ETA: 3:14:58 - loss: 0.0650 - accuracy: 0.9859
  42/1208 [>.............................] - ETA: 3:15:13 - loss: 0.0639 - accuracy: 0.9862
  43/1208 [>.............................] - ETA: 3:15:45 - loss: 0.0637 - accuracy: 0.9862
  44/1208 [>.............................] - ETA: 3:15:54 - loss: 0.0637 - accuracy: 0.9862
  45/1208 [>.............................] - ETA: 3:15:45 - loss: 0.0634 - accuracy: 0.9861
  46/1208 [>.............................] - ETA: 3:15:45 - loss: 0.0654 - accuracy: 0.9854
  47/1208 [>.............................] - ETA: 3:15:49 - loss: 0.0648 - accuracy: 0.9854
  48/1208 [>.............................] - ETA: 3:15:31 - loss: 0.0649 - accuracy: 0.9850
  49/1208 [>.............................] - ETA: 3:15:19 - loss: 0.0661 - accuracy: 0.9847
  50/1208 [>.............................] - ETA: 3:15:23 - loss: 0.0676 - accuracy: 0.9841
  51/1208 [>.............................] - ETA: 3:15:16 - loss: 0.0670 - accuracy: 0.9844
  52/1208 [>.............................] - ETA: 3:15:06 - loss: 0.0664 - accuracy: 0.9847
  53/1208 [>.............................] - ETA: 3:14:49 - loss: 0.0672 - accuracy: 0.9844
  54/1208 [>.............................] - ETA: 3:14:44 - loss: 0.0669 - accuracy: 0.9847
  55/1208 [>.............................] - ETA: 3:14:43 - loss: 0.0665 - accuracy: 0.9849
  56/1208 [>.............................] - ETA: 3:14:21 - loss: 0.0694 - accuracy: 0.9844
  57/1208 [>.............................] - ETA: 3:14:06 - loss: 0.0690 - accuracy: 0.9844
  58/1208 [>.............................] - ETA: 3:13:42 - loss: 0.0686 - accuracy: 0.9846
  59/1208 [>.............................] - ETA: 3:13:43 - loss: 0.0678 - accuracy: 0.9849
  60/1208 [>.............................] - ETA: 3:13:32 - loss: 0.0673 - accuracy: 0.9849
  61/1208 [>.............................] - ETA: 3:13:18 - loss: 0.0667 - accuracy: 0.9851
  62/1208 [>.............................] - ETA: 3:13:14 - loss: 0.0663 - accuracy: 0.9851
  63/1208 [>.............................] - ETA: 3:13:02 - loss: 0.0669 - accuracy: 0.9849
  64/1208 [>.............................] - ETA: 3:12:53 - loss: 0.0671 - accuracy: 0.9846
  65/1208 [>.............................] - ETA: 3:12:44 - loss: 0.0692 - accuracy: 0.9839
  66/1208 [>.............................] - ETA: 3:12:40 - loss: 0.0700 - accuracy: 0.9837
  67/1208 [>.............................] - ETA: 3:12:16 - loss: 0.0706 - accuracy: 0.9832
  68/1208 [>.............................] - ETA: 3:11:53 - loss: 0.0699 - accuracy: 0.9835
  69/1208 [>.............................] - ETA: 3:11:34 - loss: 0.0695 - accuracy: 0.9835
  70/1208 [>.............................] - ETA: 3:11:15 - loss: 0.0697 - accuracy: 0.9835
  71/1208 [>.............................] - ETA: 3:10:58 - loss: 0.0698 - accuracy: 0.9833
  72/1208 [>.............................] - ETA: 3:10:49 - loss: 0.0700 - accuracy: 0.9831
  73/1208 [>.............................] - ETA: 3:10:46 - loss: 0.0717 - accuracy: 0.9827
  74/1208 [>.............................] - ETA: 3:10:20 - loss: 0.0714 - accuracy: 0.9829
  75/1208 [>.............................] - ETA: 3:09:38 - loss: 0.0713 - accuracy: 0.9827
  76/1208 [>.............................] - ETA: 3:09:11 - loss: 0.0714 - accuracy: 0.9825
  77/1208 [>.............................] - ETA: 3:08:43 - loss: 0.0711 - accuracy: 0.9828
  78/1208 [>.............................] - ETA: 3:08:01 - loss: 0.0714 - accuracy: 0.9828
  79/1208 [>.............................] - ETA: 3:07:30 - loss: 0.0719 - accuracy: 0.9824
  80/1208 [>.............................] - ETA: 3:06:58 - loss: 0.0714 - accuracy: 0.9826
  81/1208 [=>............................] - ETA: 3:06:28 - loss: 0.0712 - accuracy: 0.9826
  82/1208 [=>............................] - ETA: 3:05:59 - loss: 0.0710 - accuracy: 0.9827
  83/1208 [=>............................] - ETA: 3:05:35 - loss: 0.0708 - accuracy: 0.9827
  84/1208 [=>............................] - ETA: 3:05:10 - loss: 0.0703 - accuracy: 0.9829
  85/1208 [=>............................] - ETA: 3:04:30 - loss: 0.0698 - accuracy: 0.9831
  86/1208 [=>............................] - ETA: 3:04:06 - loss: 0.0696 - accuracy: 0.9831
  87/1208 [=>............................] - ETA: 3:03:45 - loss: 0.0695 - accuracy: 0.9831
  88/1208 [=>............................] - ETA: 3:03:28 - loss: 0.0693 - accuracy: 0.9833
  89/1208 [=>............................] - ETA: 3:03:06 - loss: 0.0691 - accuracy: 0.9835
  90/1208 [=>............................] - ETA: 3:02:48 - loss: 0.0690 - accuracy: 0.9835
  91/1208 [=>............................] - ETA: 3:02:25 - loss: 0.0690 - accuracy: 0.9835
  92/1208 [=>............................] - ETA: 3:02:00 - loss: 0.0689 - accuracy: 0.9834
  93/1208 [=>............................] - ETA: 3:01:32 - loss: 0.0692 - accuracy: 0.9832
  94/1208 [=>............................] - ETA: 3:01:02 - loss: 0.0691 - accuracy: 0.9832
  95/1208 [=>............................] - ETA: 3:00:29 - loss: 0.0687 - accuracy: 0.9834
  96/1208 [=>............................] - ETA: 2:59:57 - loss: 0.0686 - accuracy: 0.9834
  97/1208 [=>............................] - ETA: 2:59:24 - loss: 0.0695 - accuracy: 0.9832
  98/1208 [=>............................] - ETA: 2:58:52 - loss: 0.0702 - accuracy: 0.9831
  99/1208 [=>............................] - ETA: 2:58:28 - loss: 0.0704 - accuracy: 0.9830
 100/1208 [=>............................] - ETA: 2:58:02 - loss: 0.0704 - accuracy: 0.9830
 101/1208 [=>............................] - ETA: 2:57:36 - loss: 0.0702 - accuracy: 0.9830
 102/1208 [=>............................] - ETA: 2:57:06 - loss: 0.0711 - accuracy: 0.9824
 103/1208 [=>............................] - ETA: 2:56:39 - loss: 0.0707 - accuracy: 0.9826
 104/1208 [=>............................] - ETA: 2:56:07 - loss: 0.0704 - accuracy: 0.9827
 105/1208 [=>............................] - ETA: 2:55:37 - loss: 0.0706 - accuracy: 0.9827
 106/1208 [=>............................] - ETA: 2:55:07 - loss: 0.0703 - accuracy: 0.9828
 107/1208 [=>............................] - ETA: 2:54:38 - loss: 0.0705 - accuracy: 0.9826
 108/1208 [=>............................] - ETA: 2:54:04 - loss: 0.0705 - accuracy: 0.9825
 109/1208 [=>............................] - ETA: 2:53:39 - loss: 0.0706 - accuracy: 0.9824
 110/1208 [=>............................] - ETA: 2:53:09 - loss: 0.0702 - accuracy: 0.9825
 111/1208 [=>............................] - ETA: 2:52:40 - loss: 0.0700 - accuracy: 0.9825
 112/1208 [=>............................] - ETA: 2:52:11 - loss: 0.0698 - accuracy: 0.9827
 113/1208 [=>............................] - ETA: 2:51:45 - loss: 0.0698 - accuracy: 0.9826
 114/1208 [=>............................] - ETA: 2:51:21 - loss: 0.0694 - accuracy: 0.9827
 115/1208 [=>............................] - ETA: 2:50:37 - loss: 0.0698 - accuracy: 0.9826
 116/1208 [=>............................] - ETA: 2:49:55 - loss: 0.0696 - accuracy: 0.9828
 117/1208 [=>............................] - ETA: 2:49:18 - loss: 0.0694 - accuracy: 0.9829
 118/1208 [=>............................] - ETA: 2:48:35 - loss: 0.0694 - accuracy: 0.9829
 119/1208 [=>............................] - ETA: 2:47:57 - loss: 0.0692 - accuracy: 0.9829
 120/1208 [=>............................] - ETA: 2:47:24 - loss: 0.0691 - accuracy: 0.9829
 121/1208 [==>...........................] - ETA: 2:46:50 - loss: 0.0688 - accuracy: 0.9831
 122/1208 [==>...........................] - ETA: 2:46:17 - loss: 0.0689 - accuracy: 0.9830
 123/1208 [==>...........................] - ETA: 2:45:43 - loss: 0.0687 - accuracy: 0.9831
 124/1208 [==>...........................] - ETA: 2:45:13 - loss: 0.0683 - accuracy: 0.9832
 125/1208 [==>...........................] - ETA: 2:44:42 - loss: 0.0684 - accuracy: 0.9831
 126/1208 [==>...........................] - ETA: 2:44:10 - loss: 0.0682 - accuracy: 0.9833
 127/1208 [==>...........................] - ETA: 2:43:42 - loss: 0.0681 - accuracy: 0.9834
 128/1208 [==>...........................] - ETA: 2:43:24 - loss: 0.0679 - accuracy: 0.9834
 129/1208 [==>...........................] - ETA: 2:43:12 - loss: 0.0678 - accuracy: 0.9834
 130/1208 [==>...........................] - ETA: 2:42:52 - loss: 0.0676 - accuracy: 0.9834
 131/1208 [==>...........................] - ETA: 2:42:32 - loss: 0.0676 - accuracy: 0.9833
 132/1208 [==>...........................] - ETA: 2:42:20 - loss: 0.0676 - accuracy: 0.9834
 133/1208 [==>...........................] - ETA: 2:42:03 - loss: 0.0675 - accuracy: 0.9834
 134/1208 [==>...........................] - ETA: 2:41:43 - loss: 0.0676 - accuracy: 0.9833
 135/1208 [==>...........................] - ETA: 2:41:28 - loss: 0.0673 - accuracy: 0.9833
 136/1208 [==>...........................] - ETA: 2:41:12 - loss: 0.0673 - accuracy: 0.9832
 137/1208 [==>...........................] - ETA: 2:40:54 - loss: 0.0673 - accuracy: 0.9832
 138/1208 [==>...........................] - ETA: 2:40:33 - loss: 0.0670 - accuracy: 0.9834
 139/1208 [==>...........................] - ETA: 2:40:16 - loss: 0.0671 - accuracy: 0.9831
 140/1208 [==>...........................] - ETA: 2:39:53 - loss: 0.0669 - accuracy: 0.9833
 141/1208 [==>...........................] - ETA: 2:39:31 - loss: 0.0667 - accuracy: 0.9832
 142/1208 [==>...........................] - ETA: 2:39:10 - loss: 0.0670 - accuracy: 0.9831
 143/1208 [==>...........................] - ETA: 2:38:45 - loss: 0.0671 - accuracy: 0.9831
 144/1208 [==>...........................] - ETA: 2:38:26 - loss: 0.0672 - accuracy: 0.9831
 145/1208 [==>...........................] - ETA: 2:38:09 - loss: 0.0671 - accuracy: 0.9830
 146/1208 [==>...........................] - ETA: 2:37:49 - loss: 0.0669 - accuracy: 0.9830
 147/1208 [==>...........................] - ETA: 2:37:31 - loss: 0.0668 - accuracy: 0.9830
 148/1208 [==>...........................] - ETA: 2:37:18 - loss: 0.0668 - accuracy: 0.9830
 149/1208 [==>...........................] - ETA: 2:37:07 - loss: 0.0666 - accuracy: 0.9830
 150/1208 [==>...........................] - ETA: 2:36:55 - loss: 0.0670 - accuracy: 0.9828
 151/1208 [==>...........................] - ETA: 2:36:41 - loss: 0.0669 - accuracy: 0.9829
 152/1208 [==>...........................] - ETA: 2:36:29 - loss: 0.0668 - accuracy: 0.9829
 153/1208 [==>...........................] - ETA: 2:36:14 - loss: 0.0669 - accuracy: 0.9828
 154/1208 [==>...........................] - ETA: 2:36:03 - loss: 0.0684 - accuracy: 0.9824
 155/1208 [==>...........................] - ETA: 2:35:54 - loss: 0.0683 - accuracy: 0.9826
 156/1208 [==>...........................] - ETA: 2:35:45 - loss: 0.0681 - accuracy: 0.9827
 157/1208 [==>...........................] - ETA: 2:35:36 - loss: 0.0682 - accuracy: 0.9827
 158/1208 [==>...........................] - ETA: 2:35:26 - loss: 0.0682 - accuracy: 0.9828
 159/1208 [==>...........................] - ETA: 2:35:15 - loss: 0.0679 - accuracy: 0.9829
 160/1208 [==>...........................] - ETA: 2:35:05 - loss: 0.0678 - accuracy: 0.9829
 161/1208 [==>...........................] - ETA: 2:34:56 - loss: 0.0677 - accuracy: 0.9828
 162/1208 [===>..........................] - ETA: 2:34:49 - loss: 0.0678 - accuracy: 0.9828
 163/1208 [===>..........................] - ETA: 2:34:42 - loss: 0.0678 - accuracy: 0.9827
 164/1208 [===>..........................] - ETA: 2:34:37 - loss: 0.0680 - accuracy: 0.9828
 165/1208 [===>..........................] - ETA: 2:34:28 - loss: 0.0678 - accuracy: 0.9828
 166/1208 [===>..........................] - ETA: 2:34:19 - loss: 0.0677 - accuracy: 0.9829
 167/1208 [===>..........................] - ETA: 2:34:11 - loss: 0.0676 - accuracy: 0.9829
 168/1208 [===>..........................] - ETA: 2:34:00 - loss: 0.0674 - accuracy: 0.9830
 169/1208 [===>..........................] - ETA: 2:33:49 - loss: 0.0673 - accuracy: 0.9830
 170/1208 [===>..........................] - ETA: 2:33:42 - loss: 0.0672 - accuracy: 0.9830
 171/1208 [===>..........................] - ETA: 2:33:36 - loss: 0.0672 - accuracy: 0.9830
 172/1208 [===>..........................] - ETA: 2:33:27 - loss: 0.0671 - accuracy: 0.9829
 173/1208 [===>..........................] - ETA: 2:33:19 - loss: 0.0670 - accuracy: 0.9828
 174/1208 [===>..........................] - ETA: 2:33:12 - loss: 0.0671 - accuracy: 0.9827
 175/1208 [===>..........................] - ETA: 2:33:02 - loss: 0.0670 - accuracy: 0.9827
 176/1208 [===>..........................] - ETA: 2:32:54 - loss: 0.0668 - accuracy: 0.9827
 177/1208 [===>..........................] - ETA: 2:32:42 - loss: 0.0668 - accuracy: 0.9827
 178/1208 [===>..........................] - ETA: 2:32:27 - loss: 0.0668 - accuracy: 0.9827
 179/1208 [===>..........................] - ETA: 2:32:17 - loss: 0.0677 - accuracy: 0.9825
 180/1208 [===>..........................] - ETA: 2:32:05 - loss: 0.0678 - accuracy: 0.9824
 181/1208 [===>..........................] - ETA: 2:31:56 - loss: 0.0679 - accuracy: 0.9823
 182/1208 [===>..........................] - ETA: 2:31:45 - loss: 0.0677 - accuracy: 0.9824
 183/1208 [===>..........................] - ETA: 2:31:35 - loss: 0.0677 - accuracy: 0.9824
 184/1208 [===>..........................] - ETA: 2:31:27 - loss: 0.0675 - accuracy: 0.9825
 185/1208 [===>..........................] - ETA: 2:31:18 - loss: 0.0676 - accuracy: 0.9824
 186/1208 [===>..........................] - ETA: 2:31:09 - loss: 0.0674 - accuracy: 0.9825
 187/1208 [===>..........................] - ETA: 2:31:00 - loss: 0.0673 - accuracy: 0.9826
 188/1208 [===>..........................] - ETA: 2:30:50 - loss: 0.0674 - accuracy: 0.9826
 189/1208 [===>..........................] - ETA: 2:30:39 - loss: 0.0674 - accuracy: 0.9826
 190/1208 [===>..........................] - ETA: 2:30:28 - loss: 0.0671 - accuracy: 0.9827
 191/1208 [===>..........................] - ETA: 2:30:18 - loss: 0.0670 - accuracy: 0.9827
 192/1208 [===>..........................] - ETA: 2:30:08 - loss: 0.0670 - accuracy: 0.9827
 193/1208 [===>..........................] - ETA: 2:29:54 - loss: 0.0670 - accuracy: 0.9828
 194/1208 [===>..........................] - ETA: 2:29:45 - loss: 0.0668 - accuracy: 0.9828
 195/1208 [===>..........................] - ETA: 2:29:36 - loss: 0.0666 - accuracy: 0.9829
 196/1208 [===>..........................] - ETA: 2:29:27 - loss: 0.0665 - accuracy: 0.9830
 197/1208 [===>..........................] - ETA: 2:29:18 - loss: 0.0664 - accuracy: 0.9830
 198/1208 [===>..........................] - ETA: 2:29:10 - loss: 0.0665 - accuracy: 0.9830
 199/1208 [===>..........................] - ETA: 2:29:04 - loss: 0.0671 - accuracy: 0.9828
 200/1208 [===>..........................] - ETA: 2:28:56 - loss: 0.0670 - accuracy: 0.9828
 201/1208 [===>..........................] - ETA: 2:28:48 - loss: 0.0670 - accuracy: 0.9829
 202/1208 [====>.........................] - ETA: 2:28:39 - loss: 0.0668 - accuracy: 0.9829
 203/1208 [====>.........................] - ETA: 2:28:30 - loss: 0.0667 - accuracy: 0.9830
 204/1208 [====>.........................] - ETA: 2:28:21 - loss: 0.0671 - accuracy: 0.9829
 205/1208 [====>.........................] - ETA: 2:28:11 - loss: 0.0672 - accuracy: 0.9828
 206/1208 [====>.........................] - ETA: 2:28:03 - loss: 0.0671 - accuracy: 0.9828
 207/1208 [====>.........................] - ETA: 2:27:55 - loss: 0.0672 - accuracy: 0.9827
 208/1208 [====>.........................] - ETA: 2:27:46 - loss: 0.0671 - accuracy: 0.9826
 209/1208 [====>.........................] - ETA: 2:27:36 - loss: 0.0670 - accuracy: 0.9827
 210/1208 [====>.........................] - ETA: 2:27:29 - loss: 0.0667 - accuracy: 0.9827
 211/1208 [====>.........................] - ETA: 2:27:15 - loss: 0.0667 - accuracy: 0.9827
 212/1208 [====>.........................] - ETA: 2:27:02 - loss: 0.0666 - accuracy: 0.9828
 213/1208 [====>.........................] - ETA: 2:26:50 - loss: 0.0665 - accuracy: 0.9828
 214/1208 [====>.........................] - ETA: 2:26:38 - loss: 0.0666 - accuracy: 0.9828
 215/1208 [====>.........................] - ETA: 2:26:22 - loss: 0.0665 - accuracy: 0.9828
 216/1208 [====>.........................] - ETA: 2:26:07 - loss: 0.0664 - accuracy: 0.9829
 217/1208 [====>.........................] - ETA: 2:25:53 - loss: 0.0663 - accuracy: 0.9829
 218/1208 [====>.........................] - ETA: 2:25:37 - loss: 0.0664 - accuracy: 0.9828
 219/1208 [====>.........................] - ETA: 2:25:21 - loss: 0.0663 - accuracy: 0.9829
 220/1208 [====>.........................] - ETA: 2:25:07 - loss: 0.0663 - accuracy: 0.9828
 221/1208 [====>.........................] - ETA: 2:24:51 - loss: 0.0665 - accuracy: 0.9827
 222/1208 [====>.........................] - ETA: 2:24:36 - loss: 0.0664 - accuracy: 0.9828
 223/1208 [====>.........................] - ETA: 2:24:22 - loss: 0.0664 - accuracy: 0.9827
 224/1208 [====>.........................] - ETA: 2:24:09 - loss: 0.0662 - accuracy: 0.9827
 225/1208 [====>.........................] - ETA: 2:23:53 - loss: 0.0662 - accuracy: 0.9827
 226/1208 [====>.........................] - ETA: 2:23:39 - loss: 0.0661 - accuracy: 0.9828
 227/1208 [====>.........................] - ETA: 2:23:26 - loss: 0.0659 - accuracy: 0.9829
 228/1208 [====>.........................] - ETA: 2:23:12 - loss: 0.0657 - accuracy: 0.9829
 229/1208 [====>.........................] - ETA: 2:22:50 - loss: 0.0662 - accuracy: 0.9829
 230/1208 [====>.........................] - ETA: 2:22:29 - loss: 0.0662 - accuracy: 0.9829
 231/1208 [====>.........................] - ETA: 2:22:10 - loss: 0.0665 - accuracy: 0.9829
 232/1208 [====>.........................] - ETA: 2:21:51 - loss: 0.0663 - accuracy: 0.9830
 233/1208 [====>.........................] - ETA: 2:21:32 - loss: 0.0668 - accuracy: 0.9829
 234/1208 [====>.........................] - ETA: 2:21:15 - loss: 0.0666 - accuracy: 0.9830
 235/1208 [====>.........................] - ETA: 2:20:55 - loss: 0.0665 - accuracy: 0.9830
 236/1208 [====>.........................] - ETA: 2:20:37 - loss: 0.0671 - accuracy: 0.9829
 237/1208 [====>.........................] - ETA: 2:20:19 - loss: 0.0671 - accuracy: 0.9829
 238/1208 [====>.........................] - ETA: 2:20:00 - loss: 0.0674 - accuracy: 0.9828
 239/1208 [====>.........................] - ETA: 2:19:42 - loss: 0.0675 - accuracy: 0.9827
 240/1208 [====>.........................] - ETA: 2:19:23 - loss: 0.0676 - accuracy: 0.9826
 241/1208 [====>.........................] - ETA: 2:19:05 - loss: 0.0677 - accuracy: 0.9826
 242/1208 [=====>........................] - ETA: 2:18:48 - loss: 0.0678 - accuracy: 0.9826
 243/1208 [=====>........................] - ETA: 2:18:32 - loss: 0.0677 - accuracy: 0.9826
 244/1208 [=====>........................] - ETA: 2:18:14 - loss: 0.0675 - accuracy: 0.9827
 245/1208 [=====>........................] - ETA: 2:18:02 - loss: 0.0677 - accuracy: 0.9827
 246/1208 [=====>........................] - ETA: 2:17:52 - loss: 0.0678 - accuracy: 0.9825
 247/1208 [=====>........................] - ETA: 2:17:41 - loss: 0.0684 - accuracy: 0.9824
 248/1208 [=====>........................] - ETA: 2:17:28 - loss: 0.0686 - accuracy: 0.9824
 249/1208 [=====>........................] - ETA: 2:17:17 - loss: 0.0688 - accuracy: 0.9823
 250/1208 [=====>........................] - ETA: 2:17:07 - loss: 0.0690 - accuracy: 0.9822
 251/1208 [=====>........................] - ETA: 2:16:54 - loss: 0.0688 - accuracy: 0.9823
 252/1208 [=====>........................] - ETA: 2:16:41 - loss: 0.0688 - accuracy: 0.9823
 253/1208 [=====>........................] - ETA: 2:16:28 - loss: 0.0686 - accuracy: 0.9824
 254/1208 [=====>........................] - ETA: 2:16:16 - loss: 0.0685 - accuracy: 0.9824
 255/1208 [=====>........................] - ETA: 2:16:00 - loss: 0.0684 - accuracy: 0.9825
 256/1208 [=====>........................] - ETA: 2:15:48 - loss: 0.0683 - accuracy: 0.9825
 257/1208 [=====>........................] - ETA: 2:15:35 - loss: 0.0683 - accuracy: 0.9825
 258/1208 [=====>........................] - ETA: 2:15:21 - loss: 0.0683 - accuracy: 0.9825
 259/1208 [=====>........................] - ETA: 2:15:09 - loss: 0.0685 - accuracy: 0.9824
 260/1208 [=====>........................] - ETA: 2:14:58 - loss: 0.0685 - accuracy: 0.9823
 261/1208 [=====>........................] - ETA: 2:14:46 - loss: 0.0688 - accuracy: 0.9822
 262/1208 [=====>........................] - ETA: 2:14:39 - loss: 0.0686 - accuracy: 0.9823
 263/1208 [=====>........................] - ETA: 2:14:31 - loss: 0.0687 - accuracy: 0.9823
 264/1208 [=====>........................] - ETA: 2:14:24 - loss: 0.0685 - accuracy: 0.9824
 265/1208 [=====>........................] - ETA: 2:14:16 - loss: 0.0684 - accuracy: 0.9824
 266/1208 [=====>........................] - ETA: 2:14:08 - loss: 0.0683 - accuracy: 0.9824
 267/1208 [=====>........................] - ETA: 2:13:59 - loss: 0.0683 - accuracy: 0.9824
 268/1208 [=====>........................] - ETA: 2:13:52 - loss: 0.0682 - accuracy: 0.9825
 269/1208 [=====>........................] - ETA: 2:13:45 - loss: 0.0682 - accuracy: 0.9825
 270/1208 [=====>........................] - ETA: 2:13:39 - loss: 0.0685 - accuracy: 0.9825
 271/1208 [=====>........................] - ETA: 2:13:33 - loss: 0.0685 - accuracy: 0.9824
 272/1208 [=====>........................] - ETA: 2:13:26 - loss: 0.0684 - accuracy: 0.9825
 273/1208 [=====>........................] - ETA: 2:13:18 - loss: 0.0683 - accuracy: 0.9825
 274/1208 [=====>........................] - ETA: 2:13:11 - loss: 0.0683 - accuracy: 0.9826
 275/1208 [=====>........................] - ETA: 2:13:04 - loss: 0.0681 - accuracy: 0.9826
 276/1208 [=====>........................] - ETA: 2:12:53 - loss: 0.0682 - accuracy: 0.9826
 277/1208 [=====>........................] - ETA: 2:12:47 - loss: 0.0681 - accuracy: 0.9827
 278/1208 [=====>........................] - ETA: 2:12:41 - loss: 0.0680 - accuracy: 0.9827
 279/1208 [=====>........................] - ETA: 2:12:33 - loss: 0.0679 - accuracy: 0.9828
 280/1208 [=====>........................] - ETA: 2:12:26 - loss: 0.0680 - accuracy: 0.9827
 281/1208 [=====>........................] - ETA: 2:12:19 - loss: 0.0678 - accuracy: 0.9828
 282/1208 [======>.......................] - ETA: 2:12:12 - loss: 0.0679 - accuracy: 0.9827
 283/1208 [======>.......................] - ETA: 2:12:04 - loss: 0.0679 - accuracy: 0.9827
 284/1208 [======>.......................] - ETA: 2:11:57 - loss: 0.0680 - accuracy: 0.9826
 285/1208 [======>.......................] - ETA: 2:11:50 - loss: 0.0679 - accuracy: 0.9827
 286/1208 [======>.......................] - ETA: 2:11:41 - loss: 0.0678 - accuracy: 0.9827
 287/1208 [======>.......................] - ETA: 2:11:32 - loss: 0.0678 - accuracy: 0.9827
 288/1208 [======>.......................] - ETA: 2:11:24 - loss: 0.0677 - accuracy: 0.9828
 289/1208 [======>.......................] - ETA: 2:11:17 - loss: 0.0677 - accuracy: 0.9828
 290/1208 [======>.......................] - ETA: 2:11:08 - loss: 0.0677 - accuracy: 0.9828
 291/1208 [======>.......................] - ETA: 2:10:56 - loss: 0.0675 - accuracy: 0.9828
 292/1208 [======>.......................] - ETA: 2:10:48 - loss: 0.0674 - accuracy: 0.9829
 293/1208 [======>.......................] - ETA: 2:10:40 - loss: 0.0674 - accuracy: 0.9829
 294/1208 [======>.......................] - ETA: 2:10:29 - loss: 0.0674 - accuracy: 0.9829
 295/1208 [======>.......................] - ETA: 2:10:19 - loss: 0.0677 - accuracy: 0.9828
 296/1208 [======>.......................] - ETA: 2:10:11 - loss: 0.0676 - accuracy: 0.9829
 297/1208 [======>.......................] - ETA: 2:10:02 - loss: 0.0674 - accuracy: 0.9830
 298/1208 [======>.......................] - ETA: 2:09:54 - loss: 0.0674 - accuracy: 0.9830
 299/1208 [======>.......................] - ETA: 2:09:48 - loss: 0.0673 - accuracy: 0.9830
 300/1208 [======>.......................] - ETA: 2:09:39 - loss: 0.0673 - accuracy: 0.9830
 301/1208 [======>.......................] - ETA: 2:09:29 - loss: 0.0672 - accuracy: 0.9831
 302/1208 [======>.......................] - ETA: 2:09:23 - loss: 0.0671 - accuracy: 0.9831
 303/1208 [======>.......................] - ETA: 2:09:14 - loss: 0.0672 - accuracy: 0.9830
 304/1208 [======>.......................] - ETA: 2:09:06 - loss: 0.0673 - accuracy: 0.9829
 305/1208 [======>.......................] - ETA: 2:08:58 - loss: 0.0671 - accuracy: 0.9830
 306/1208 [======>.......................] - ETA: 2:08:52 - loss: 0.0672 - accuracy: 0.9830
 307/1208 [======>.......................] - ETA: 2:08:44 - loss: 0.0670 - accuracy: 0.9831
 308/1208 [======>.......................] - ETA: 2:08:37 - loss: 0.0669 - accuracy: 0.9831
 309/1208 [======>.......................] - ETA: 2:08:30 - loss: 0.0676 - accuracy: 0.9829
 310/1208 [======>.......................] - ETA: 2:08:23 - loss: 0.0676 - accuracy: 0.9829
 311/1208 [======>.......................] - ETA: 2:08:15 - loss: 0.0676 - accuracy: 0.9829
 312/1208 [======>.......................] - ETA: 2:08:09 - loss: 0.0675 - accuracy: 0.9829
 313/1208 [======>.......................] - ETA: 2:08:01 - loss: 0.0674 - accuracy: 0.9829
 314/1208 [======>.......................] - ETA: 2:07:53 - loss: 0.0674 - accuracy: 0.9829
 315/1208 [======>.......................] - ETA: 2:07:45 - loss: 0.0674 - accuracy: 0.9828
 316/1208 [======>.......................] - ETA: 2:07:37 - loss: 0.0674 - accuracy: 0.9828
 317/1208 [======>.......................] - ETA: 2:07:32 - loss: 0.0673 - accuracy: 0.9829
 318/1208 [======>.......................] - ETA: 2:07:23 - loss: 0.0671 - accuracy: 0.9830
 319/1208 [======>.......................] - ETA: 2:07:15 - loss: 0.0672 - accuracy: 0.9829
 320/1208 [======>.......................] - ETA: 2:07:08 - loss: 0.0671 - accuracy: 0.9830
 321/1208 [======>.......................] - ETA: 2:07:00 - loss: 0.0673 - accuracy: 0.9829
 322/1208 [======>.......................] - ETA: 2:06:53 - loss: 0.0674 - accuracy: 0.9829
 323/1208 [=======>......................] - ETA: 2:06:45 - loss: 0.0674 - accuracy: 0.9828
 324/1208 [=======>......................] - ETA: 2:06:38 - loss: 0.0676 - accuracy: 0.9827
 325/1208 [=======>......................] - ETA: 2:06:31 - loss: 0.0676 - accuracy: 0.9826
 326/1208 [=======>......................] - ETA: 2:06:22 - loss: 0.0676 - accuracy: 0.9826
 327/1208 [=======>......................] - ETA: 2:06:11 - loss: 0.0674 - accuracy: 0.9827
 328/1208 [=======>......................] - ETA: 2:05:59 - loss: 0.0676 - accuracy: 0.9827
 329/1208 [=======>......................] - ETA: 2:05:47 - loss: 0.0676 - accuracy: 0.9826
 330/1208 [=======>......................] - ETA: 2:05:35 - loss: 0.0675 - accuracy: 0.9827
 331/1208 [=======>......................] - ETA: 2:05:23 - loss: 0.0675 - accuracy: 0.9826
 332/1208 [=======>......................] - ETA: 2:05:12 - loss: 0.0676 - accuracy: 0.9826
 333/1208 [=======>......................] - ETA: 2:05:00 - loss: 0.0675 - accuracy: 0.9826
 334/1208 [=======>......................] - ETA: 2:04:51 - loss: 0.0674 - accuracy: 0.9827
 335/1208 [=======>......................] - ETA: 2:04:40 - loss: 0.0674 - accuracy: 0.9827
 336/1208 [=======>......................] - ETA: 2:04:29 - loss: 0.0673 - accuracy: 0.9827
 337/1208 [=======>......................] - ETA: 2:04:18 - loss: 0.0673 - accuracy: 0.9828
 338/1208 [=======>......................] - ETA: 2:04:06 - loss: 0.0672 - accuracy: 0.9828
 339/1208 [=======>......................] - ETA: 2:03:56 - loss: 0.0673 - accuracy: 0.9827
 340/1208 [=======>......................] - ETA: 2:03:46 - loss: 0.0672 - accuracy: 0.9828
 341/1208 [=======>......................] - ETA: 2:03:36 - loss: 0.0671 - accuracy: 0.9828
 342/1208 [=======>......................] - ETA: 2:03:25 - loss: 0.0671 - accuracy: 0.9828
 343/1208 [=======>......................] - ETA: 2:03:15 - loss: 0.0673 - accuracy: 0.9826
 344/1208 [=======>......................] - ETA: 2:03:03 - loss: 0.0673 - accuracy: 0.9826
 345/1208 [=======>......................] - ETA: 2:02:51 - loss: 0.0672 - accuracy: 0.9826
 346/1208 [=======>......................] - ETA: 2:02:38 - loss: 0.0673 - accuracy: 0.9826
 347/1208 [=======>......................] - ETA: 2:02:26 - loss: 0.0672 - accuracy: 0.9826
 348/1208 [=======>......................] - ETA: 2:02:13 - loss: 0.0671 - accuracy: 0.9827
 349/1208 [=======>......................] - ETA: 2:02:01 - loss: 0.0672 - accuracy: 0.9826
 350/1208 [=======>......................] - ETA: 2:01:48 - loss: 0.0671 - accuracy: 0.9827
 351/1208 [=======>......................] - ETA: 2:01:35 - loss: 0.0677 - accuracy: 0.9825
 352/1208 [=======>......................] - ETA: 2:01:23 - loss: 0.0677 - accuracy: 0.9826
 353/1208 [=======>......................] - ETA: 2:01:10 - loss: 0.0677 - accuracy: 0.9826
 354/1208 [=======>......................] - ETA: 2:00:57 - loss: 0.0678 - accuracy: 0.9826
 355/1208 [=======>......................] - ETA: 2:00:46 - loss: 0.0680 - accuracy: 0.9826
 356/1208 [=======>......................] - ETA: 2:00:34 - loss: 0.0680 - accuracy: 0.9826
 357/1208 [=======>......................] - ETA: 2:00:20 - loss: 0.0681 - accuracy: 0.9826
 358/1208 [=======>......................] - ETA: 2:00:10 - loss: 0.0680 - accuracy: 0.9826
 359/1208 [=======>......................] - ETA: 2:00:01 - loss: 0.0682 - accuracy: 0.9825
 360/1208 [=======>......................] - ETA: 1:59:52 - loss: 0.0683 - accuracy: 0.9824
 361/1208 [=======>......................] - ETA: 1:59:43 - loss: 0.0683 - accuracy: 0.9824
 362/1208 [=======>......................] - ETA: 1:59:34 - loss: 0.0682 - accuracy: 0.9824
 363/1208 [========>.....................] - ETA: 1:59:24 - loss: 0.0681 - accuracy: 0.9824
 364/1208 [========>.....................] - ETA: 1:59:14 - loss: 0.0681 - accuracy: 0.9824
 365/1208 [========>.....................] - ETA: 1:59:02 - loss: 0.0681 - accuracy: 0.9824
 366/1208 [========>.....................] - ETA: 1:58:52 - loss: 0.0682 - accuracy: 0.9824
 367/1208 [========>.....................] - ETA: 1:58:41 - loss: 0.0682 - accuracy: 0.9824
 368/1208 [========>.....................] - ETA: 1:58:31 - loss: 0.0682 - accuracy: 0.9823
 369/1208 [========>.....................] - ETA: 1:58:21 - loss: 0.0682 - accuracy: 0.9824
 370/1208 [========>.....................] - ETA: 1:58:11 - loss: 0.0681 - accuracy: 0.9824
 371/1208 [========>.....................] - ETA: 1:58:01 - loss: 0.0684 - accuracy: 0.9823
 372/1208 [========>.....................] - ETA: 1:57:50 - loss: 0.0683 - accuracy: 0.9824
 373/1208 [========>.....................] - ETA: 1:57:40 - loss: 0.0682 - accuracy: 0.9824
 374/1208 [========>.....................] - ETA: 1:57:29 - loss: 0.0681 - accuracy: 0.9824
 375/1208 [========>.....................] - ETA: 1:57:20 - loss: 0.0681 - accuracy: 0.9824
 376/1208 [========>.....................] - ETA: 1:57:14 - loss: 0.0680 - accuracy: 0.9825
 377/1208 [========>.....................] - ETA: 1:57:05 - loss: 0.0680 - accuracy: 0.9825
 378/1208 [========>.....................] - ETA: 1:56:58 - loss: 0.0680 - accuracy: 0.9824
 379/1208 [========>.....................] - ETA: 1:56:50 - loss: 0.0680 - accuracy: 0.9824
 380/1208 [========>.....................] - ETA: 1:56:43 - loss: 0.0680 - accuracy: 0.9824
 381/1208 [========>.....................] - ETA: 1:56:35 - loss: 0.0680 - accuracy: 0.9824
 382/1208 [========>.....................] - ETA: 1:56:28 - loss: 0.0679 - accuracy: 0.9825
 383/1208 [========>.....................] - ETA: 1:56:21 - loss: 0.0679 - accuracy: 0.9825
 384/1208 [========>.....................] - ETA: 1:56:13 - loss: 0.0678 - accuracy: 0.9825
 385/1208 [========>.....................] - ETA: 1:56:06 - loss: 0.0679 - accuracy: 0.9825
 386/1208 [========>.....................] - ETA: 1:56:00 - loss: 0.0685 - accuracy: 0.9824
 387/1208 [========>.....................] - ETA: 1:55:52 - loss: 0.0686 - accuracy: 0.9824
 388/1208 [========>.....................] - ETA: 1:55:45 - loss: 0.0685 - accuracy: 0.9824
 389/1208 [========>.....................] - ETA: 1:55:37 - loss: 0.0685 - accuracy: 0.9824
 390/1208 [========>.....................] - ETA: 1:55:31 - loss: 0.0684 - accuracy: 0.9825
 391/1208 [========>.....................] - ETA: 1:55:22 - loss: 0.0683 - accuracy: 0.9825
 392/1208 [========>.....................] - ETA: 1:55:14 - loss: 0.0684 - accuracy: 0.9825
 393/1208 [========>.....................] - ETA: 1:55:07 - loss: 0.0684 - accuracy: 0.9825
 394/1208 [========>.....................] - ETA: 1:55:00 - loss: 0.0687 - accuracy: 0.9824
 395/1208 [========>.....................] - ETA: 1:54:53 - loss: 0.0687 - accuracy: 0.9824
 396/1208 [========>.....................] - ETA: 1:54:46 - loss: 0.0687 - accuracy: 0.9824
 397/1208 [========>.....................] - ETA: 1:54:38 - loss: 0.0687 - accuracy: 0.9824
 398/1208 [========>.....................] - ETA: 1:54:31 - loss: 0.0687 - accuracy: 0.9824
 399/1208 [========>.....................] - ETA: 1:54:22 - loss: 0.0686 - accuracy: 0.9824
 400/1208 [========>.....................] - ETA: 1:54:14 - loss: 0.0685 - accuracy: 0.9824
 401/1208 [========>.....................] - ETA: 1:54:06 - loss: 0.0684 - accuracy: 0.9825
 402/1208 [========>.....................] - ETA: 1:53:58 - loss: 0.0684 - accuracy: 0.9825
 403/1208 [=========>....................] - ETA: 1:53:50 - loss: 0.0685 - accuracy: 0.9825
 404/1208 [=========>....................] - ETA: 1:53:42 - loss: 0.0684 - accuracy: 0.9825
 405/1208 [=========>....................] - ETA: 1:53:34 - loss: 0.0684 - accuracy: 0.9825
 406/1208 [=========>....................] - ETA: 1:53:25 - loss: 0.0684 - accuracy: 0.9825
 407/1208 [=========>....................] - ETA: 1:53:17 - loss: 0.0684 - accuracy: 0.9825
 408/1208 [=========>....................] - ETA: 1:53:08 - loss: 0.0684 - accuracy: 0.9825
 409/1208 [=========>....................] - ETA: 1:53:01 - loss: 0.0684 - accuracy: 0.9825
 410/1208 [=========>....................] - ETA: 1:52:54 - loss: 0.0682 - accuracy: 0.9826
 411/1208 [=========>....................] - ETA: 1:52:45 - loss: 0.0683 - accuracy: 0.9826
 412/1208 [=========>....................] - ETA: 1:52:38 - loss: 0.0682 - accuracy: 0.9826
 413/1208 [=========>....................] - ETA: 1:52:31 - loss: 0.0682 - accuracy: 0.9826
 414/1208 [=========>....................] - ETA: 1:52:23 - loss: 0.0682 - accuracy: 0.9825
 415/1208 [=========>....................] - ETA: 1:52:14 - loss: 0.0682 - accuracy: 0.9825
 416/1208 [=========>....................] - ETA: 1:52:08 - loss: 0.0685 - accuracy: 0.9825
 417/1208 [=========>....................] - ETA: 1:52:00 - loss: 0.0684 - accuracy: 0.9825
 418/1208 [=========>....................] - ETA: 1:51:54 - loss: 0.0684 - accuracy: 0.9825
 419/1208 [=========>....................] - ETA: 1:51:46 - loss: 0.0683 - accuracy: 0.9826
 420/1208 [=========>....................] - ETA: 1:51:37 - loss: 0.0686 - accuracy: 0.9825
 421/1208 [=========>....................] - ETA: 1:51:30 - loss: 0.0685 - accuracy: 0.9825
 422/1208 [=========>....................] - ETA: 1:51:24 - loss: 0.0685 - accuracy: 0.9825
 423/1208 [=========>....................] - ETA: 1:51:16 - loss: 0.0685 - accuracy: 0.9825
 424/1208 [=========>....................] - ETA: 1:51:08 - loss: 0.0686 - accuracy: 0.9825
 425/1208 [=========>....................] - ETA: 1:51:01 - loss: 0.0687 - accuracy: 0.9825
 426/1208 [=========>....................] - ETA: 1:50:54 - loss: 0.0686 - accuracy: 0.9825
 427/1208 [=========>....................] - ETA: 1:50:46 - loss: 0.0685 - accuracy: 0.9826
 428/1208 [=========>....................] - ETA: 1:50:39 - loss: 0.0687 - accuracy: 0.9825
 429/1208 [=========>....................] - ETA: 1:50:32 - loss: 0.0686 - accuracy: 0.9825
 430/1208 [=========>....................] - ETA: 1:50:25 - loss: 0.0686 - accuracy: 0.9826
 431/1208 [=========>....................] - ETA: 1:50:17 - loss: 0.0686 - accuracy: 0.9825
 432/1208 [=========>....................] - ETA: 1:50:09 - loss: 0.0685 - accuracy: 0.9826
 433/1208 [=========>....................] - ETA: 1:50:03 - loss: 0.0685 - accuracy: 0.9826
 434/1208 [=========>....................] - ETA: 1:49:54 - loss: 0.0684 - accuracy: 0.9826
 435/1208 [=========>....................] - ETA: 1:49:47 - loss: 0.0683 - accuracy: 0.9827
 436/1208 [=========>....................] - ETA: 1:49:39 - loss: 0.0684 - accuracy: 0.9827
 437/1208 [=========>....................] - ETA: 1:49:30 - loss: 0.0683 - accuracy: 0.9827
 438/1208 [=========>....................] - ETA: 1:49:23 - loss: 0.0685 - accuracy: 0.9826
 439/1208 [=========>....................] - ETA: 1:49:15 - loss: 0.0685 - accuracy: 0.9826
 440/1208 [=========>....................] - ETA: 1:49:07 - loss: 0.0684 - accuracy: 0.9826
 441/1208 [=========>....................] - ETA: 1:49:00 - loss: 0.0684 - accuracy: 0.9826
 442/1208 [=========>....................] - ETA: 1:48:50 - loss: 0.0685 - accuracy: 0.9826
 443/1208 [==========>...................] - ETA: 1:48:40 - loss: 0.0685 - accuracy: 0.9826
 444/1208 [==========>...................] - ETA: 1:48:31 - loss: 0.0686 - accuracy: 0.9826
 445/1208 [==========>...................] - ETA: 1:48:21 - loss: 0.0685 - accuracy: 0.9826
 446/1208 [==========>...................] - ETA: 1:48:11 - loss: 0.0684 - accuracy: 0.9827
 447/1208 [==========>...................] - ETA: 1:48:02 - loss: 0.0684 - accuracy: 0.9827
 448/1208 [==========>...................] - ETA: 1:47:53 - loss: 0.0684 - accuracy: 0.9827
 449/1208 [==========>...................] - ETA: 1:47:43 - loss: 0.0683 - accuracy: 0.9827
 450/1208 [==========>...................] - ETA: 1:47:33 - loss: 0.0683 - accuracy: 0.9827
 451/1208 [==========>...................] - ETA: 1:47:23 - loss: 0.0683 - accuracy: 0.9827
 452/1208 [==========>...................] - ETA: 1:47:14 - loss: 0.0683 - accuracy: 0.9827
 453/1208 [==========>...................] - ETA: 1:47:05 - loss: 0.0684 - accuracy: 0.9827
 454/1208 [==========>...................] - ETA: 1:46:55 - loss: 0.0683 - accuracy: 0.9827
 455/1208 [==========>...................] - ETA: 1:46:45 - loss: 0.0682 - accuracy: 0.9827
 456/1208 [==========>...................] - ETA: 1:46:36 - loss: 0.0681 - accuracy: 0.9828
 457/1208 [==========>...................] - ETA: 1:46:28 - loss: 0.0682 - accuracy: 0.9827
 458/1208 [==========>...................] - ETA: 1:46:18 - loss: 0.0682 - accuracy: 0.9827
 459/1208 [==========>...................] - ETA: 1:46:10 - loss: 0.0681 - accuracy: 0.9828
 460/1208 [==========>...................] - ETA: 1:46:00 - loss: 0.0681 - accuracy: 0.9828
 461/1208 [==========>...................] - ETA: 1:45:49 - loss: 0.0681 - accuracy: 0.9828
 462/1208 [==========>...................] - ETA: 1:45:39 - loss: 0.0680 - accuracy: 0.9828
 463/1208 [==========>...................] - ETA: 1:45:28 - loss: 0.0680 - accuracy: 0.9828
 464/1208 [==========>...................] - ETA: 1:45:17 - loss: 0.0680 - accuracy: 0.9829
 465/1208 [==========>...................] - ETA: 1:45:06 - loss: 0.0680 - accuracy: 0.9828
 466/1208 [==========>...................] - ETA: 1:44:57 - loss: 0.0681 - accuracy: 0.9828
 467/1208 [==========>...................] - ETA: 1:44:46 - loss: 0.0680 - accuracy: 0.9828
 468/1208 [==========>...................] - ETA: 1:44:36 - loss: 0.0681 - accuracy: 0.9828
 469/1208 [==========>...................] - ETA: 1:44:25 - loss: 0.0679 - accuracy: 0.9828
 470/1208 [==========>...................] - ETA: 1:44:14 - loss: 0.0679 - accuracy: 0.9828
 471/1208 [==========>...................] - ETA: 1:44:03 - loss: 0.0679 - accuracy: 0.9828
 472/1208 [==========>...................] - ETA: 1:43:53 - loss: 0.0679 - accuracy: 0.9828
 473/1208 [==========>...................] - ETA: 1:43:43 - loss: 0.0678 - accuracy: 0.9828
 474/1208 [==========>...................] - ETA: 1:43:34 - loss: 0.0678 - accuracy: 0.9828
 475/1208 [==========>...................] - ETA: 1:43:25 - loss: 0.0678 - accuracy: 0.9828
 476/1208 [==========>...................] - ETA: 1:43:15 - loss: 0.0679 - accuracy: 0.9828
 477/1208 [==========>...................] - ETA: 1:43:06 - loss: 0.0678 - accuracy: 0.9828
 478/1208 [==========>...................] - ETA: 1:42:56 - loss: 0.0678 - accuracy: 0.9828
 479/1208 [==========>...................] - ETA: 1:42:46 - loss: 0.0679 - accuracy: 0.9828
 480/1208 [==========>...................] - ETA: 1:42:38 - loss: 0.0678 - accuracy: 0.9828
 481/1208 [==========>...................] - ETA: 1:42:28 - loss: 0.0678 - accuracy: 0.9828
 482/1208 [==========>...................] - ETA: 1:42:19 - loss: 0.0677 - accuracy: 0.9828
 483/1208 [==========>...................] - ETA: 1:42:09 - loss: 0.0677 - accuracy: 0.9829
 484/1208 [===========>..................] - ETA: 1:41:59 - loss: 0.0678 - accuracy: 0.9828
 485/1208 [===========>..................] - ETA: 1:41:49 - loss: 0.0677 - accuracy: 0.9828
 486/1208 [===========>..................] - ETA: 1:41:41 - loss: 0.0677 - accuracy: 0.9829
 487/1208 [===========>..................] - ETA: 1:41:31 - loss: 0.0676 - accuracy: 0.9829
 488/1208 [===========>..................] - ETA: 1:41:21 - loss: 0.0677 - accuracy: 0.9828
 489/1208 [===========>..................] - ETA: 1:41:12 - loss: 0.0677 - accuracy: 0.9828
 490/1208 [===========>..................] - ETA: 1:41:03 - loss: 0.0676 - accuracy: 0.9829
 491/1208 [===========>..................] - ETA: 1:40:55 - loss: 0.0676 - accuracy: 0.9829
 492/1208 [===========>..................] - ETA: 1:40:48 - loss: 0.0676 - accuracy: 0.9829
 493/1208 [===========>..................] - ETA: 1:40:40 - loss: 0.0675 - accuracy: 0.9829
 494/1208 [===========>..................] - ETA: 1:40:32 - loss: 0.0675 - accuracy: 0.9829
 495/1208 [===========>..................] - ETA: 1:40:25 - loss: 0.0676 - accuracy: 0.9829
 496/1208 [===========>..................] - ETA: 1:40:18 - loss: 0.0675 - accuracy: 0.9829
 497/1208 [===========>..................] - ETA: 1:40:10 - loss: 0.0674 - accuracy: 0.9829
 498/1208 [===========>..................] - ETA: 1:40:03 - loss: 0.0674 - accuracy: 0.9829
 499/1208 [===========>..................] - ETA: 1:39:55 - loss: 0.0674 - accuracy: 0.9829
 500/1208 [===========>..................] - ETA: 1:39:47 - loss: 0.0678 - accuracy: 0.9828
 501/1208 [===========>..................] - ETA: 1:39:41 - loss: 0.0678 - accuracy: 0.9829
 502/1208 [===========>..................] - ETA: 1:39:34 - loss: 0.0679 - accuracy: 0.9828
 503/1208 [===========>..................] - ETA: 1:39:27 - loss: 0.0679 - accuracy: 0.9828
 504/1208 [===========>..................] - ETA: 1:39:20 - loss: 0.0679 - accuracy: 0.9828
 505/1208 [===========>..................] - ETA: 1:39:13 - loss: 0.0679 - accuracy: 0.9829
 506/1208 [===========>..................] - ETA: 1:39:05 - loss: 0.0678 - accuracy: 0.9829
 507/1208 [===========>..................] - ETA: 1:38:59 - loss: 0.0678 - accuracy: 0.9829
 508/1208 [===========>..................] - ETA: 1:38:52 - loss: 0.0677 - accuracy: 0.9830
 509/1208 [===========>..................] - ETA: 1:38:44 - loss: 0.0676 - accuracy: 0.9830
 510/1208 [===========>..................] - ETA: 1:38:36 - loss: 0.0676 - accuracy: 0.9830
 511/1208 [===========>..................] - ETA: 1:38:29 - loss: 0.0675 - accuracy: 0.9830
 512/1208 [===========>..................] - ETA: 1:38:20 - loss: 0.0675 - accuracy: 0.9830
 513/1208 [===========>..................] - ETA: 1:38:13 - loss: 0.0675 - accuracy: 0.9830
 514/1208 [===========>..................] - ETA: 1:38:04 - loss: 0.0674 - accuracy: 0.9830
 515/1208 [===========>..................] - ETA: 1:37:57 - loss: 0.0674 - accuracy: 0.9830
 516/1208 [===========>..................] - ETA: 1:37:48 - loss: 0.0673 - accuracy: 0.9830
 517/1208 [===========>..................] - ETA: 1:37:41 - loss: 0.0675 - accuracy: 0.9830
 518/1208 [===========>..................] - ETA: 1:37:33 - loss: 0.0674 - accuracy: 0.9830
 519/1208 [===========>..................] - ETA: 1:37:25 - loss: 0.0675 - accuracy: 0.9830
 520/1208 [===========>..................] - ETA: 1:37:17 - loss: 0.0676 - accuracy: 0.9829
 521/1208 [===========>..................] - ETA: 1:37:09 - loss: 0.0676 - accuracy: 0.9829
 522/1208 [===========>..................] - ETA: 1:37:00 - loss: 0.0677 - accuracy: 0.9829
 523/1208 [===========>..................] - ETA: 1:36:50 - loss: 0.0676 - accuracy: 0.9829
 524/1208 [============>.................] - ETA: 1:36:42 - loss: 0.0676 - accuracy: 0.9830
 525/1208 [============>.................] - ETA: 1:36:34 - loss: 0.0675 - accuracy: 0.9830
 526/1208 [============>.................] - ETA: 1:36:26 - loss: 0.0675 - accuracy: 0.9830
 527/1208 [============>.................] - ETA: 1:36:17 - loss: 0.0674 - accuracy: 0.9830
 528/1208 [============>.................] - ETA: 1:36:09 - loss: 0.0675 - accuracy: 0.9830
 529/1208 [============>.................] - ETA: 1:36:02 - loss: 0.0675 - accuracy: 0.9830
 530/1208 [============>.................] - ETA: 1:35:53 - loss: 0.0674 - accuracy: 0.9831
 531/1208 [============>.................] - ETA: 1:35:45 - loss: 0.0675 - accuracy: 0.9830
 532/1208 [============>.................] - ETA: 1:35:37 - loss: 0.0674 - accuracy: 0.9831
 533/1208 [============>.................] - ETA: 1:35:29 - loss: 0.0675 - accuracy: 0.9830
 534/1208 [============>.................] - ETA: 1:35:21 - loss: 0.0675 - accuracy: 0.9830
 535/1208 [============>.................] - ETA: 1:35:14 - loss: 0.0674 - accuracy: 0.9831
 536/1208 [============>.................] - ETA: 1:35:06 - loss: 0.0674 - accuracy: 0.9831
 537/1208 [============>.................] - ETA: 1:34:58 - loss: 0.0673 - accuracy: 0.9831
 538/1208 [============>.................] - ETA: 1:34:50 - loss: 0.0672 - accuracy: 0.9832
 539/1208 [============>.................] - ETA: 1:34:42 - loss: 0.0671 - accuracy: 0.9832
 540/1208 [============>.................] - ETA: 1:34:35 - loss: 0.0672 - accuracy: 0.9832
 541/1208 [============>.................] - ETA: 1:34:26 - loss: 0.0671 - accuracy: 0.9832
 542/1208 [============>.................] - ETA: 1:34:18 - loss: 0.0672 - accuracy: 0.9832
 543/1208 [============>.................] - ETA: 1:34:10 - loss: 0.0673 - accuracy: 0.9831
 544/1208 [============>.................] - ETA: 1:34:01 - loss: 0.0672 - accuracy: 0.9831
 545/1208 [============>.................] - ETA: 1:33:54 - loss: 0.0674 - accuracy: 0.9831
 546/1208 [============>.................] - ETA: 1:33:46 - loss: 0.0673 - accuracy: 0.9831
 547/1208 [============>.................] - ETA: 1:33:38 - loss: 0.0673 - accuracy: 0.9831
 548/1208 [============>.................] - ETA: 1:33:30 - loss: 0.0672 - accuracy: 0.9831
 549/1208 [============>.................] - ETA: 1:33:22 - loss: 0.0674 - accuracy: 0.9831
 550/1208 [============>.................] - ETA: 1:33:14 - loss: 0.0674 - accuracy: 0.9832
 551/1208 [============>.................] - ETA: 1:33:05 - loss: 0.0674 - accuracy: 0.9831
 552/1208 [============>.................] - ETA: 1:32:57 - loss: 0.0677 - accuracy: 0.9830
 553/1208 [============>.................] - ETA: 1:32:47 - loss: 0.0677 - accuracy: 0.9830
 554/1208 [============>.................] - ETA: 1:32:38 - loss: 0.0676 - accuracy: 0.9830
 555/1208 [============>.................] - ETA: 1:32:29 - loss: 0.0676 - accuracy: 0.9831
 556/1208 [============>.................] - ETA: 1:32:19 - loss: 0.0678 - accuracy: 0.9830
 557/1208 [============>.................] - ETA: 1:32:10 - loss: 0.0678 - accuracy: 0.9830
 558/1208 [============>.................] - ETA: 1:32:01 - loss: 0.0678 - accuracy: 0.9830
 559/1208 [============>.................] - ETA: 1:31:52 - loss: 0.0677 - accuracy: 0.9830
 560/1208 [============>.................] - ETA: 1:31:43 - loss: 0.0677 - accuracy: 0.9830
 561/1208 [============>.................] - ETA: 1:31:34 - loss: 0.0679 - accuracy: 0.9829
 562/1208 [============>.................] - ETA: 1:31:25 - loss: 0.0679 - accuracy: 0.9829
 563/1208 [============>.................] - ETA: 1:31:16 - loss: 0.0679 - accuracy: 0.9828
 564/1208 [=============>................] - ETA: 1:31:08 - loss: 0.0679 - accuracy: 0.9829
 565/1208 [=============>................] - ETA: 1:30:59 - loss: 0.0679 - accuracy: 0.9828
 566/1208 [=============>................] - ETA: 1:30:50 - loss: 0.0679 - accuracy: 0.9829
 567/1208 [=============>................] - ETA: 1:30:42 - loss: 0.0679 - accuracy: 0.9829
 568/1208 [=============>................] - ETA: 1:30:33 - loss: 0.0679 - accuracy: 0.9828
 569/1208 [=============>................] - ETA: 1:30:25 - loss: 0.0680 - accuracy: 0.9828
 570/1208 [=============>................] - ETA: 1:30:14 - loss: 0.0679 - accuracy: 0.9828
 571/1208 [=============>................] - ETA: 1:30:04 - loss: 0.0680 - accuracy: 0.9828
 572/1208 [=============>................] - ETA: 1:29:53 - loss: 0.0681 - accuracy: 0.9827
 573/1208 [=============>................] - ETA: 1:29:44 - loss: 0.0681 - accuracy: 0.9827
 574/1208 [=============>................] - ETA: 1:29:34 - loss: 0.0681 - accuracy: 0.9828
 575/1208 [=============>................] - ETA: 1:29:24 - loss: 0.0682 - accuracy: 0.9827
 576/1208 [=============>................] - ETA: 1:29:14 - loss: 0.0681 - accuracy: 0.9827
 577/1208 [=============>................] - ETA: 1:29:04 - loss: 0.0681 - accuracy: 0.9827
 578/1208 [=============>................] - ETA: 1:28:53 - loss: 0.0680 - accuracy: 0.9828
 579/1208 [=============>................] - ETA: 1:28:44 - loss: 0.0680 - accuracy: 0.9828
 580/1208 [=============>................] - ETA: 1:28:34 - loss: 0.0680 - accuracy: 0.9827
 581/1208 [=============>................] - ETA: 1:28:23 - loss: 0.0680 - accuracy: 0.9828
 582/1208 [=============>................] - ETA: 1:28:13 - loss: 0.0679 - accuracy: 0.9828
 583/1208 [=============>................] - ETA: 1:28:03 - loss: 0.0679 - accuracy: 0.9828
 584/1208 [=============>................] - ETA: 1:27:54 - loss: 0.0679 - accuracy: 0.9828
 585/1208 [=============>................] - ETA: 1:27:45 - loss: 0.0679 - accuracy: 0.9828
 586/1208 [=============>................] - ETA: 1:27:36 - loss: 0.0680 - accuracy: 0.9828
 587/1208 [=============>................] - ETA: 1:27:26 - loss: 0.0680 - accuracy: 0.9828
 588/1208 [=============>................] - ETA: 1:27:17 - loss: 0.0679 - accuracy: 0.9829
 589/1208 [=============>................] - ETA: 1:27:08 - loss: 0.0679 - accuracy: 0.9829
 590/1208 [=============>................] - ETA: 1:26:59 - loss: 0.0679 - accuracy: 0.9829
 591/1208 [=============>................] - ETA: 1:26:50 - loss: 0.0679 - accuracy: 0.9828
 592/1208 [=============>................] - ETA: 1:26:40 - loss: 0.0680 - accuracy: 0.9828
 593/1208 [=============>................] - ETA: 1:26:31 - loss: 0.0680 - accuracy: 0.9828
 594/1208 [=============>................] - ETA: 1:26:22 - loss: 0.0680 - accuracy: 0.9828
 595/1208 [=============>................] - ETA: 1:26:13 - loss: 0.0681 - accuracy: 0.9827
 596/1208 [=============>................] - ETA: 1:26:04 - loss: 0.0681 - accuracy: 0.9828
 597/1208 [=============>................] - ETA: 1:25:55 - loss: 0.0683 - accuracy: 0.9827
 598/1208 [=============>................] - ETA: 1:25:45 - loss: 0.0682 - accuracy: 0.9827
 599/1208 [=============>................] - ETA: 1:25:36 - loss: 0.0682 - accuracy: 0.9827
 600/1208 [=============>................] - ETA: 1:25:27 - loss: 0.0682 - accuracy: 0.9828
 601/1208 [=============>................] - ETA: 1:25:19 - loss: 0.0681 - accuracy: 0.9828
 602/1208 [=============>................] - ETA: 1:25:11 - loss: 0.0681 - accuracy: 0.9828
 603/1208 [=============>................] - ETA: 1:25:03 - loss: 0.0682 - accuracy: 0.9827
 604/1208 [==============>...............] - ETA: 1:24:56 - loss: 0.0683 - accuracy: 0.9827
 605/1208 [==============>...............] - ETA: 1:24:48 - loss: 0.0683 - accuracy: 0.9827
 606/1208 [==============>...............] - ETA: 1:24:41 - loss: 0.0682 - accuracy: 0.9828
 607/1208 [==============>...............] - ETA: 1:24:33 - loss: 0.0681 - accuracy: 0.9828
 608/1208 [==============>...............] - ETA: 1:24:25 - loss: 0.0682 - accuracy: 0.9828
 609/1208 [==============>...............] - ETA: 1:24:17 - loss: 0.0683 - accuracy: 0.9828
 610/1208 [==============>...............] - ETA: 1:24:08 - loss: 0.0683 - accuracy: 0.9828
 611/1208 [==============>...............] - ETA: 1:24:00 - loss: 0.0684 - accuracy: 0.9827
 612/1208 [==============>...............] - ETA: 1:23:52 - loss: 0.0685 - accuracy: 0.9826
 613/1208 [==============>...............] - ETA: 1:23:45 - loss: 0.0686 - accuracy: 0.9826
 614/1208 [==============>...............] - ETA: 1:23:37 - loss: 0.0686 - accuracy: 0.9826
 615/1208 [==============>...............] - ETA: 1:23:29 - loss: 0.0685 - accuracy: 0.9826
 616/1208 [==============>...............] - ETA: 1:23:21 - loss: 0.0687 - accuracy: 0.9825
 617/1208 [==============>...............] - ETA: 1:23:12 - loss: 0.0687 - accuracy: 0.9825
 618/1208 [==============>...............] - ETA: 1:23:04 - loss: 0.0686 - accuracy: 0.9826
 619/1208 [==============>...............] - ETA: 1:22:55 - loss: 0.0686 - accuracy: 0.9826
 620/1208 [==============>...............] - ETA: 1:22:48 - loss: 0.0686 - accuracy: 0.9826
 621/1208 [==============>...............] - ETA: 1:22:39 - loss: 0.0686 - accuracy: 0.9826
 622/1208 [==============>...............] - ETA: 1:22:30 - loss: 0.0686 - accuracy: 0.9826
 623/1208 [==============>...............] - ETA: 1:22:22 - loss: 0.0686 - accuracy: 0.9826
 624/1208 [==============>...............] - ETA: 1:22:14 - loss: 0.0685 - accuracy: 0.9826
 625/1208 [==============>...............] - ETA: 1:22:05 - loss: 0.0686 - accuracy: 0.9826
 626/1208 [==============>...............] - ETA: 1:21:57 - loss: 0.0686 - accuracy: 0.9826
 627/1208 [==============>...............] - ETA: 1:21:48 - loss: 0.0686 - accuracy: 0.9826
 628/1208 [==============>...............] - ETA: 1:21:40 - loss: 0.0687 - accuracy: 0.9825
 629/1208 [==============>...............] - ETA: 1:21:32 - loss: 0.0689 - accuracy: 0.9825
 630/1208 [==============>...............] - ETA: 1:21:23 - loss: 0.0690 - accuracy: 0.9824
 631/1208 [==============>...............] - ETA: 1:21:15 - loss: 0.0691 - accuracy: 0.9824
 632/1208 [==============>...............] - ETA: 1:21:07 - loss: 0.0692 - accuracy: 0.9824
 633/1208 [==============>...............] - ETA: 1:20:58 - loss: 0.0691 - accuracy: 0.9824
 634/1208 [==============>...............] - ETA: 1:20:49 - loss: 0.0691 - accuracy: 0.9824
 635/1208 [==============>...............] - ETA: 1:20:41 - loss: 0.0692 - accuracy: 0.9824
 636/1208 [==============>...............] - ETA: 1:20:33 - loss: 0.0691 - accuracy: 0.9824
 637/1208 [==============>...............] - ETA: 1:20:25 - loss: 0.0690 - accuracy: 0.9824
 638/1208 [==============>...............] - ETA: 1:20:17 - loss: 0.0690 - accuracy: 0.9824
 639/1208 [==============>...............] - ETA: 1:20:09 - loss: 0.0691 - accuracy: 0.9824
 640/1208 [==============>...............] - ETA: 1:20:02 - loss: 0.0690 - accuracy: 0.9824
 641/1208 [==============>...............] - ETA: 1:19:54 - loss: 0.0690 - accuracy: 0.9824
 642/1208 [==============>...............] - ETA: 1:19:46 - loss: 0.0690 - accuracy: 0.9824
 643/1208 [==============>...............] - ETA: 1:19:37 - loss: 0.0690 - accuracy: 0.9824
 644/1208 [==============>...............] - ETA: 1:19:29 - loss: 0.0691 - accuracy: 0.9823
 645/1208 [===============>..............] - ETA: 1:19:21 - loss: 0.0691 - accuracy: 0.9823
 646/1208 [===============>..............] - ETA: 1:19:14 - loss: 0.0693 - accuracy: 0.9823
 647/1208 [===============>..............] - ETA: 1:19:05 - loss: 0.0693 - accuracy: 0.9823
 648/1208 [===============>..............] - ETA: 1:18:57 - loss: 0.0693 - accuracy: 0.9823
 649/1208 [===============>..............] - ETA: 1:18:49 - loss: 0.0692 - accuracy: 0.9823
 650/1208 [===============>..............] - ETA: 1:18:41 - loss: 0.0693 - accuracy: 0.9822
 651/1208 [===============>..............] - ETA: 1:18:33 - loss: 0.0692 - accuracy: 0.9822
 652/1208 [===============>..............] - ETA: 1:18:25 - loss: 0.0692 - accuracy: 0.9822
 653/1208 [===============>..............] - ETA: 1:18:17 - loss: 0.0694 - accuracy: 0.9822
 654/1208 [===============>..............] - ETA: 1:18:09 - loss: 0.0695 - accuracy: 0.9822
 655/1208 [===============>..............] - ETA: 1:18:01 - loss: 0.0696 - accuracy: 0.9822
 656/1208 [===============>..............] - ETA: 1:17:53 - loss: 0.0696 - accuracy: 0.9822
 657/1208 [===============>..............] - ETA: 1:17:45 - loss: 0.0695 - accuracy: 0.9822
 658/1208 [===============>..............] - ETA: 1:17:37 - loss: 0.0695 - accuracy: 0.9822
 659/1208 [===============>..............] - ETA: 1:17:29 - loss: 0.0694 - accuracy: 0.9823
 660/1208 [===============>..............] - ETA: 1:17:20 - loss: 0.0693 - accuracy: 0.9823
 661/1208 [===============>..............] - ETA: 1:17:12 - loss: 0.0694 - accuracy: 0.9823
 662/1208 [===============>..............] - ETA: 1:17:04 - loss: 0.0694 - accuracy: 0.9823
 663/1208 [===============>..............] - ETA: 1:16:56 - loss: 0.0693 - accuracy: 0.9823
 664/1208 [===============>..............] - ETA: 1:16:48 - loss: 0.0693 - accuracy: 0.9823
 665/1208 [===============>..............] - ETA: 1:16:39 - loss: 0.0693 - accuracy: 0.9823
 666/1208 [===============>..............] - ETA: 1:16:31 - loss: 0.0693 - accuracy: 0.9823
 667/1208 [===============>..............] - ETA: 1:16:23 - loss: 0.0693 - accuracy: 0.9823
 668/1208 [===============>..............] - ETA: 1:16:15 - loss: 0.0693 - accuracy: 0.9823
 669/1208 [===============>..............] - ETA: 1:16:07 - loss: 0.0694 - accuracy: 0.9823
 670/1208 [===============>..............] - ETA: 1:15:59 - loss: 0.0693 - accuracy: 0.9824
 671/1208 [===============>..............] - ETA: 1:15:49 - loss: 0.0693 - accuracy: 0.9823
 672/1208 [===============>..............] - ETA: 1:15:40 - loss: 0.0694 - accuracy: 0.9823
 673/1208 [===============>..............] - ETA: 1:15:31 - loss: 0.0696 - accuracy: 0.9823
 674/1208 [===============>..............] - ETA: 1:15:22 - loss: 0.0697 - accuracy: 0.9823
 675/1208 [===============>..............] - ETA: 1:15:12 - loss: 0.0697 - accuracy: 0.9823
 676/1208 [===============>..............] - ETA: 1:15:03 - loss: 0.0697 - accuracy: 0.9823
 677/1208 [===============>..............] - ETA: 1:14:55 - loss: 0.0697 - accuracy: 0.9823
 678/1208 [===============>..............] - ETA: 1:14:46 - loss: 0.0697 - accuracy: 0.9823
 679/1208 [===============>..............] - ETA: 1:14:37 - loss: 0.0698 - accuracy: 0.9823
 680/1208 [===============>..............] - ETA: 1:14:29 - loss: 0.0698 - accuracy: 0.9823
 681/1208 [===============>..............] - ETA: 1:14:20 - loss: 0.0697 - accuracy: 0.9823
 682/1208 [===============>..............] - ETA: 1:14:12 - loss: 0.0697 - accuracy: 0.9823
 683/1208 [===============>..............] - ETA: 1:14:03 - loss: 0.0697 - accuracy: 0.9823
 684/1208 [===============>..............] - ETA: 1:13:54 - loss: 0.0697 - accuracy: 0.9823
 685/1208 [================>.............] - ETA: 1:13:44 - loss: 0.0696 - accuracy: 0.9823
 686/1208 [================>.............] - ETA: 1:13:35 - loss: 0.0696 - accuracy: 0.9823
 687/1208 [================>.............] - ETA: 1:13:25 - loss: 0.0696 - accuracy: 0.9823
 688/1208 [================>.............] - ETA: 1:13:15 - loss: 0.0696 - accuracy: 0.9823
 689/1208 [================>.............] - ETA: 1:13:06 - loss: 0.0695 - accuracy: 0.9824
 690/1208 [================>.............] - ETA: 1:12:56 - loss: 0.0695 - accuracy: 0.9824
 691/1208 [================>.............] - ETA: 1:12:47 - loss: 0.0695 - accuracy: 0.9824
 692/1208 [================>.............] - ETA: 1:12:37 - loss: 0.0696 - accuracy: 0.9824
 693/1208 [================>.............] - ETA: 1:12:28 - loss: 0.0695 - accuracy: 0.9824
 694/1208 [================>.............] - ETA: 1:12:18 - loss: 0.0695 - accuracy: 0.9824
 695/1208 [================>.............] - ETA: 1:12:08 - loss: 0.0696 - accuracy: 0.9824
 696/1208 [================>.............] - ETA: 1:11:58 - loss: 0.0696 - accuracy: 0.9824
 697/1208 [================>.............] - ETA: 1:11:48 - loss: 0.0696 - accuracy: 0.9824
 698/1208 [================>.............] - ETA: 1:11:39 - loss: 0.0696 - accuracy: 0.9823
 699/1208 [================>.............] - ETA: 1:11:29 - loss: 0.0696 - accuracy: 0.9823
 700/1208 [================>.............] - ETA: 1:11:19 - loss: 0.0696 - accuracy: 0.9823
 701/1208 [================>.............] - ETA: 1:11:10 - loss: 0.0697 - accuracy: 0.9822
 702/1208 [================>.............] - ETA: 1:11:00 - loss: 0.0696 - accuracy: 0.9822
 703/1208 [================>.............] - ETA: 1:10:51 - loss: 0.0696 - accuracy: 0.9823
 704/1208 [================>.............] - ETA: 1:10:42 - loss: 0.0695 - accuracy: 0.9823
 705/1208 [================>.............] - ETA: 1:10:33 - loss: 0.0695 - accuracy: 0.9823
 706/1208 [================>.............] - ETA: 1:10:24 - loss: 0.0695 - accuracy: 0.9823
 707/1208 [================>.............] - ETA: 1:10:15 - loss: 0.0696 - accuracy: 0.9822
 708/1208 [================>.............] - ETA: 1:10:06 - loss: 0.0696 - accuracy: 0.9823
 709/1208 [================>.............] - ETA: 1:09:57 - loss: 0.0697 - accuracy: 0.9822
 710/1208 [================>.............] - ETA: 1:09:48 - loss: 0.0697 - accuracy: 0.9822
 711/1208 [================>.............] - ETA: 1:09:39 - loss: 0.0697 - accuracy: 0.9822
 712/1208 [================>.............] - ETA: 1:09:31 - loss: 0.0697 - accuracy: 0.9822
 713/1208 [================>.............] - ETA: 1:09:23 - loss: 0.0699 - accuracy: 0.9821
 714/1208 [================>.............] - ETA: 1:09:14 - loss: 0.0699 - accuracy: 0.9821
 715/1208 [================>.............] - ETA: 1:09:06 - loss: 0.0699 - accuracy: 0.9821
 716/1208 [================>.............] - ETA: 1:08:58 - loss: 0.0700 - accuracy: 0.9820
 717/1208 [================>.............] - ETA: 1:08:50 - loss: 0.0700 - accuracy: 0.9820
 718/1208 [================>.............] - ETA: 1:08:42 - loss: 0.0700 - accuracy: 0.9820
 719/1208 [================>.............] - ETA: 1:08:34 - loss: 0.0700 - accuracy: 0.9820
 720/1208 [================>.............] - ETA: 1:08:26 - loss: 0.0699 - accuracy: 0.9821
 721/1208 [================>.............] - ETA: 1:08:18 - loss: 0.0700 - accuracy: 0.9821
 722/1208 [================>.............] - ETA: 1:08:10 - loss: 0.0700 - accuracy: 0.9820
 723/1208 [================>.............] - ETA: 1:08:02 - loss: 0.0700 - accuracy: 0.9820
 724/1208 [================>.............] - ETA: 1:07:54 - loss: 0.0702 - accuracy: 0.9820
 725/1208 [=================>............] - ETA: 1:07:46 - loss: 0.0702 - accuracy: 0.9820
 726/1208 [=================>............] - ETA: 1:07:38 - loss: 0.0703 - accuracy: 0.9819
 727/1208 [=================>............] - ETA: 1:07:30 - loss: 0.0703 - accuracy: 0.9819
 728/1208 [=================>............] - ETA: 1:07:22 - loss: 0.0704 - accuracy: 0.9819
 729/1208 [=================>............] - ETA: 1:07:14 - loss: 0.0705 - accuracy: 0.9819
 730/1208 [=================>............] - ETA: 1:07:05 - loss: 0.0705 - accuracy: 0.9819
 731/1208 [=================>............] - ETA: 1:06:57 - loss: 0.0706 - accuracy: 0.9818
 732/1208 [=================>............] - ETA: 1:06:49 - loss: 0.0706 - accuracy: 0.9818
 733/1208 [=================>............] - ETA: 1:06:41 - loss: 0.0706 - accuracy: 0.9818
 734/1208 [=================>............] - ETA: 1:06:33 - loss: 0.0707 - accuracy: 0.9818
 735/1208 [=================>............] - ETA: 1:06:25 - loss: 0.0707 - accuracy: 0.9818
 736/1208 [=================>............] - ETA: 1:06:16 - loss: 0.0707 - accuracy: 0.9818
 737/1208 [=================>............] - ETA: 1:06:08 - loss: 0.0707 - accuracy: 0.9818
 738/1208 [=================>............] - ETA: 1:06:00 - loss: 0.0708 - accuracy: 0.9817
 739/1208 [=================>............] - ETA: 1:05:52 - loss: 0.0708 - accuracy: 0.9817
 740/1208 [=================>............] - ETA: 1:05:43 - loss: 0.0707 - accuracy: 0.9818
 741/1208 [=================>............] - ETA: 1:05:35 - loss: 0.0707 - accuracy: 0.9818
 742/1208 [=================>............] - ETA: 1:05:27 - loss: 0.0707 - accuracy: 0.9817
 743/1208 [=================>............] - ETA: 1:05:19 - loss: 0.0709 - accuracy: 0.9817
 744/1208 [=================>............] - ETA: 1:05:10 - loss: 0.0709 - accuracy: 0.9817
 745/1208 [=================>............] - ETA: 1:05:02 - loss: 0.0709 - accuracy: 0.9817
 746/1208 [=================>............] - ETA: 1:04:54 - loss: 0.0709 - accuracy: 0.9817
 747/1208 [=================>............] - ETA: 1:04:45 - loss: 0.0709 - accuracy: 0.9817
 748/1208 [=================>............] - ETA: 1:04:37 - loss: 0.0708 - accuracy: 0.9817
 749/1208 [=================>............] - ETA: 1:04:29 - loss: 0.0708 - accuracy: 0.9817
 750/1208 [=================>............] - ETA: 1:04:21 - loss: 0.0708 - accuracy: 0.9818
 751/1208 [=================>............] - ETA: 1:04:13 - loss: 0.0708 - accuracy: 0.9817
 752/1208 [=================>............] - ETA: 1:04:04 - loss: 0.0709 - accuracy: 0.9817
 753/1208 [=================>............] - ETA: 1:03:56 - loss: 0.0708 - accuracy: 0.9818
 754/1208 [=================>............] - ETA: 1:03:49 - loss: 0.0708 - accuracy: 0.9818
 755/1208 [=================>............] - ETA: 1:03:41 - loss: 0.0707 - accuracy: 0.9818
 756/1208 [=================>............] - ETA: 1:03:32 - loss: 0.0707 - accuracy: 0.9818
 757/1208 [=================>............] - ETA: 1:03:24 - loss: 0.0707 - accuracy: 0.9818
 758/1208 [=================>............] - ETA: 1:03:16 - loss: 0.0707 - accuracy: 0.9818
 759/1208 [=================>............] - ETA: 1:03:08 - loss: 0.0706 - accuracy: 0.9818
 760/1208 [=================>............] - ETA: 1:03:00 - loss: 0.0707 - accuracy: 0.9818
 761/1208 [=================>............] - ETA: 1:02:52 - loss: 0.0707 - accuracy: 0.9818
 762/1208 [=================>............] - ETA: 1:02:44 - loss: 0.0708 - accuracy: 0.9818
 763/1208 [=================>............] - ETA: 1:02:35 - loss: 0.0707 - accuracy: 0.9818
 764/1208 [=================>............] - ETA: 1:02:27 - loss: 0.0707 - accuracy: 0.9818
 765/1208 [=================>............] - ETA: 1:02:19 - loss: 0.0706 - accuracy: 0.9818
 766/1208 [==================>...........] - ETA: 1:02:11 - loss: 0.0707 - accuracy: 0.9818
 767/1208 [==================>...........] - ETA: 1:02:03 - loss: 0.0708 - accuracy: 0.9817
 768/1208 [==================>...........] - ETA: 1:01:55 - loss: 0.0708 - accuracy: 0.9817
 769/1208 [==================>...........] - ETA: 1:01:47 - loss: 0.0709 - accuracy: 0.9817
 770/1208 [==================>...........] - ETA: 1:01:39 - loss: 0.0709 - accuracy: 0.9817
 771/1208 [==================>...........] - ETA: 1:01:30 - loss: 0.0710 - accuracy: 0.9816
 772/1208 [==================>...........] - ETA: 1:01:22 - loss: 0.0709 - accuracy: 0.9817
 773/1208 [==================>...........] - ETA: 1:01:14 - loss: 0.0709 - accuracy: 0.9817
 774/1208 [==================>...........] - ETA: 1:01:05 - loss: 0.0709 - accuracy: 0.9817
 775/1208 [==================>...........] - ETA: 1:00:57 - loss: 0.0708 - accuracy: 0.9817
 776/1208 [==================>...........] - ETA: 1:00:49 - loss: 0.0709 - accuracy: 0.9817
 777/1208 [==================>...........] - ETA: 1:00:40 - loss: 0.0710 - accuracy: 0.9817
 778/1208 [==================>...........] - ETA: 1:00:32 - loss: 0.0710 - accuracy: 0.9817
 779/1208 [==================>...........] - ETA: 1:00:23 - loss: 0.0709 - accuracy: 0.9817
 780/1208 [==================>...........] - ETA: 1:00:15 - loss: 0.0709 - accuracy: 0.9817
 781/1208 [==================>...........] - ETA: 1:00:07 - loss: 0.0710 - accuracy: 0.9817
 782/1208 [==================>...........] - ETA: 59:58 - loss: 0.0710 - accuracy: 0.9816  
 783/1208 [==================>...........] - ETA: 59:50 - loss: 0.0710 - accuracy: 0.9817
 784/1208 [==================>...........] - ETA: 59:41 - loss: 0.0710 - accuracy: 0.9817
 785/1208 [==================>...........] - ETA: 59:32 - loss: 0.0710 - accuracy: 0.9817
 786/1208 [==================>...........] - ETA: 59:24 - loss: 0.0711 - accuracy: 0.9817
 787/1208 [==================>...........] - ETA: 59:15 - loss: 0.0710 - accuracy: 0.9817
 788/1208 [==================>...........] - ETA: 59:06 - loss: 0.0710 - accuracy: 0.9817
 789/1208 [==================>...........] - ETA: 58:58 - loss: 0.0710 - accuracy: 0.9817
 790/1208 [==================>...........] - ETA: 58:49 - loss: 0.0710 - accuracy: 0.9817
 791/1208 [==================>...........] - ETA: 58:40 - loss: 0.0710 - accuracy: 0.9817
 792/1208 [==================>...........] - ETA: 58:32 - loss: 0.0710 - accuracy: 0.9817
 793/1208 [==================>...........] - ETA: 58:23 - loss: 0.0710 - accuracy: 0.9817
 794/1208 [==================>...........] - ETA: 58:14 - loss: 0.0710 - accuracy: 0.9817
 795/1208 [==================>...........] - ETA: 58:06 - loss: 0.0710 - accuracy: 0.9817
 796/1208 [==================>...........] - ETA: 57:57 - loss: 0.0709 - accuracy: 0.9817
 797/1208 [==================>...........] - ETA: 57:48 - loss: 0.0709 - accuracy: 0.9817
 798/1208 [==================>...........] - ETA: 57:39 - loss: 0.0709 - accuracy: 0.9817
 799/1208 [==================>...........] - ETA: 57:29 - loss: 0.0709 - accuracy: 0.9817
 800/1208 [==================>...........] - ETA: 57:20 - loss: 0.0708 - accuracy: 0.9817
 801/1208 [==================>...........] - ETA: 57:11 - loss: 0.0708 - accuracy: 0.9817
 802/1208 [==================>...........] - ETA: 57:02 - loss: 0.0708 - accuracy: 0.9818
 803/1208 [==================>...........] - ETA: 56:53 - loss: 0.0708 - accuracy: 0.9817
 804/1208 [==================>...........] - ETA: 56:43 - loss: 0.0708 - accuracy: 0.9817
 805/1208 [==================>...........] - ETA: 56:34 - loss: 0.0707 - accuracy: 0.9818
 806/1208 [===================>..........] - ETA: 56:25 - loss: 0.0707 - accuracy: 0.9818
 807/1208 [===================>..........] - ETA: 56:15 - loss: 0.0706 - accuracy: 0.9818
 808/1208 [===================>..........] - ETA: 56:06 - loss: 0.0707 - accuracy: 0.9818
 809/1208 [===================>..........] - ETA: 55:56 - loss: 0.0706 - accuracy: 0.9818
 810/1208 [===================>..........] - ETA: 55:47 - loss: 0.0706 - accuracy: 0.9818
 811/1208 [===================>..........] - ETA: 55:38 - loss: 0.0708 - accuracy: 0.9817
 812/1208 [===================>..........] - ETA: 55:28 - loss: 0.0709 - accuracy: 0.9817
 813/1208 [===================>..........] - ETA: 55:19 - loss: 0.0710 - accuracy: 0.9817
 814/1208 [===================>..........] - ETA: 55:10 - loss: 0.0710 - accuracy: 0.9816
 815/1208 [===================>..........] - ETA: 55:00 - loss: 0.0710 - accuracy: 0.9817
 816/1208 [===================>..........] - ETA: 54:51 - loss: 0.0709 - accuracy: 0.9817
 817/1208 [===================>..........] - ETA: 54:43 - loss: 0.0709 - accuracy: 0.9817
 818/1208 [===================>..........] - ETA: 54:34 - loss: 0.0709 - accuracy: 0.9817
 819/1208 [===================>..........] - ETA: 54:25 - loss: 0.0708 - accuracy: 0.9817
 820/1208 [===================>..........] - ETA: 54:17 - loss: 0.0708 - accuracy: 0.9817
 821/1208 [===================>..........] - ETA: 54:08 - loss: 0.0709 - accuracy: 0.9817
 822/1208 [===================>..........] - ETA: 54:00 - loss: 0.0708 - accuracy: 0.9817
 823/1208 [===================>..........] - ETA: 53:51 - loss: 0.0709 - accuracy: 0.9817
 824/1208 [===================>..........] - ETA: 53:43 - loss: 0.0709 - accuracy: 0.9817
 825/1208 [===================>..........] - ETA: 53:34 - loss: 0.0710 - accuracy: 0.9816
 826/1208 [===================>..........] - ETA: 53:26 - loss: 0.0710 - accuracy: 0.9816
 827/1208 [===================>..........] - ETA: 53:18 - loss: 0.0710 - accuracy: 0.9816
 828/1208 [===================>..........] - ETA: 53:10 - loss: 0.0712 - accuracy: 0.9816
 829/1208 [===================>..........] - ETA: 53:02 - loss: 0.0712 - accuracy: 0.9816
 830/1208 [===================>..........] - ETA: 52:54 - loss: 0.0712 - accuracy: 0.9816
 831/1208 [===================>..........] - ETA: 52:46 - loss: 0.0712 - accuracy: 0.9816
 832/1208 [===================>..........] - ETA: 52:38 - loss: 0.0712 - accuracy: 0.9816
 833/1208 [===================>..........] - ETA: 52:29 - loss: 0.0712 - accuracy: 0.9816
 834/1208 [===================>..........] - ETA: 52:22 - loss: 0.0712 - accuracy: 0.9816
 835/1208 [===================>..........] - ETA: 52:13 - loss: 0.0712 - accuracy: 0.9815
 836/1208 [===================>..........] - ETA: 52:05 - loss: 0.0712 - accuracy: 0.9815
 837/1208 [===================>..........] - ETA: 51:57 - loss: 0.0712 - accuracy: 0.9815
 838/1208 [===================>..........] - ETA: 51:49 - loss: 0.0712 - accuracy: 0.9815
 839/1208 [===================>..........] - ETA: 51:41 - loss: 0.0712 - accuracy: 0.9816
 840/1208 [===================>..........] - ETA: 51:33 - loss: 0.0712 - accuracy: 0.9815
 841/1208 [===================>..........] - ETA: 51:24 - loss: 0.0712 - accuracy: 0.9816
 842/1208 [===================>..........] - ETA: 51:16 - loss: 0.0711 - accuracy: 0.9816
 843/1208 [===================>..........] - ETA: 51:08 - loss: 0.0711 - accuracy: 0.9816
 844/1208 [===================>..........] - ETA: 51:00 - loss: 0.0712 - accuracy: 0.9816
 845/1208 [===================>..........] - ETA: 50:52 - loss: 0.0711 - accuracy: 0.9816
 846/1208 [====================>.........] - ETA: 50:43 - loss: 0.0711 - accuracy: 0.9816
 847/1208 [====================>.........] - ETA: 50:35 - loss: 0.0712 - accuracy: 0.9815
 848/1208 [====================>.........] - ETA: 50:27 - loss: 0.0712 - accuracy: 0.9815
 849/1208 [====================>.........] - ETA: 50:18 - loss: 0.0712 - accuracy: 0.9815
 850/1208 [====================>.........] - ETA: 50:10 - loss: 0.0712 - accuracy: 0.9815
 851/1208 [====================>.........] - ETA: 50:01 - loss: 0.0712 - accuracy: 0.9815
 852/1208 [====================>.........] - ETA: 49:53 - loss: 0.0713 - accuracy: 0.9815
 853/1208 [====================>.........] - ETA: 49:45 - loss: 0.0713 - accuracy: 0.9815
 854/1208 [====================>.........] - ETA: 49:36 - loss: 0.0712 - accuracy: 0.9815
 855/1208 [====================>.........] - ETA: 49:28 - loss: 0.0713 - accuracy: 0.9815
 856/1208 [====================>.........] - ETA: 49:20 - loss: 0.0714 - accuracy: 0.9815
 857/1208 [====================>.........] - ETA: 49:11 - loss: 0.0714 - accuracy: 0.9815
 858/1208 [====================>.........] - ETA: 49:03 - loss: 0.0715 - accuracy: 0.9815
 859/1208 [====================>.........] - ETA: 48:55 - loss: 0.0714 - accuracy: 0.9815
 860/1208 [====================>.........] - ETA: 48:46 - loss: 0.0715 - accuracy: 0.9815
 861/1208 [====================>.........] - ETA: 48:38 - loss: 0.0715 - accuracy: 0.9814
 862/1208 [====================>.........] - ETA: 48:30 - loss: 0.0715 - accuracy: 0.9814
 863/1208 [====================>.........] - ETA: 48:22 - loss: 0.0715 - accuracy: 0.9814
 864/1208 [====================>.........] - ETA: 48:14 - loss: 0.0715 - accuracy: 0.9814
 865/1208 [====================>.........] - ETA: 48:06 - loss: 0.0716 - accuracy: 0.9814
 866/1208 [====================>.........] - ETA: 47:58 - loss: 0.0717 - accuracy: 0.9814
 867/1208 [====================>.........] - ETA: 47:49 - loss: 0.0717 - accuracy: 0.9814
 868/1208 [====================>.........] - ETA: 47:41 - loss: 0.0717 - accuracy: 0.9814
 869/1208 [====================>.........] - ETA: 47:33 - loss: 0.0717 - accuracy: 0.9814
 870/1208 [====================>.........] - ETA: 47:25 - loss: 0.0716 - accuracy: 0.9814
 871/1208 [====================>.........] - ETA: 47:16 - loss: 0.0716 - accuracy: 0.9814
 872/1208 [====================>.........] - ETA: 47:08 - loss: 0.0717 - accuracy: 0.9814
 873/1208 [====================>.........] - ETA: 47:00 - loss: 0.0717 - accuracy: 0.9814
 874/1208 [====================>.........] - ETA: 46:52 - loss: 0.0716 - accuracy: 0.9814
 875/1208 [====================>.........] - ETA: 46:43 - loss: 0.0716 - accuracy: 0.9814
 876/1208 [====================>.........] - ETA: 46:35 - loss: 0.0716 - accuracy: 0.9814
 877/1208 [====================>.........] - ETA: 46:27 - loss: 0.0717 - accuracy: 0.9814
 878/1208 [====================>.........] - ETA: 46:19 - loss: 0.0717 - accuracy: 0.9814
 879/1208 [====================>.........] - ETA: 46:11 - loss: 0.0717 - accuracy: 0.9814
 880/1208 [====================>.........] - ETA: 46:02 - loss: 0.0717 - accuracy: 0.9814
 881/1208 [====================>.........] - ETA: 45:54 - loss: 0.0718 - accuracy: 0.9813
 882/1208 [====================>.........] - ETA: 45:46 - loss: 0.0717 - accuracy: 0.9813
 883/1208 [====================>.........] - ETA: 45:37 - loss: 0.0718 - accuracy: 0.9813
 884/1208 [====================>.........] - ETA: 45:29 - loss: 0.0717 - accuracy: 0.9813
 885/1208 [====================>.........] - ETA: 45:21 - loss: 0.0717 - accuracy: 0.9813
 886/1208 [=====================>........] - ETA: 45:12 - loss: 0.0717 - accuracy: 0.9813
 887/1208 [=====================>........] - ETA: 45:04 - loss: 0.0718 - accuracy: 0.9813
 888/1208 [=====================>........] - ETA: 44:55 - loss: 0.0718 - accuracy: 0.9813
 889/1208 [=====================>........] - ETA: 44:47 - loss: 0.0718 - accuracy: 0.9813
 890/1208 [=====================>........] - ETA: 44:39 - loss: 0.0718 - accuracy: 0.9813
 891/1208 [=====================>........] - ETA: 44:30 - loss: 0.0718 - accuracy: 0.9813
 892/1208 [=====================>........] - ETA: 44:22 - loss: 0.0717 - accuracy: 0.9813
 893/1208 [=====================>........] - ETA: 44:14 - loss: 0.0718 - accuracy: 0.9813
 894/1208 [=====================>........] - ETA: 44:05 - loss: 0.0718 - accuracy: 0.9813
 895/1208 [=====================>........] - ETA: 43:57 - loss: 0.0718 - accuracy: 0.9813
 896/1208 [=====================>........] - ETA: 43:48 - loss: 0.0718 - accuracy: 0.9813
 897/1208 [=====================>........] - ETA: 43:40 - loss: 0.0718 - accuracy: 0.9813
 898/1208 [=====================>........] - ETA: 43:32 - loss: 0.0719 - accuracy: 0.9812
 899/1208 [=====================>........] - ETA: 43:23 - loss: 0.0719 - accuracy: 0.9812
 900/1208 [=====================>........] - ETA: 43:14 - loss: 0.0719 - accuracy: 0.9812
 901/1208 [=====================>........] - ETA: 43:06 - loss: 0.0719 - accuracy: 0.9812
 902/1208 [=====================>........] - ETA: 42:57 - loss: 0.0718 - accuracy: 0.9812
 903/1208 [=====================>........] - ETA: 42:49 - loss: 0.0718 - accuracy: 0.9813
 904/1208 [=====================>........] - ETA: 42:40 - loss: 0.0718 - accuracy: 0.9813
 905/1208 [=====================>........] - ETA: 42:32 - loss: 0.0719 - accuracy: 0.9812
 906/1208 [=====================>........] - ETA: 42:23 - loss: 0.0719 - accuracy: 0.9812
 907/1208 [=====================>........] - ETA: 42:15 - loss: 0.0720 - accuracy: 0.9812
 908/1208 [=====================>........] - ETA: 42:06 - loss: 0.0720 - accuracy: 0.9812
 909/1208 [=====================>........] - ETA: 41:58 - loss: 0.0720 - accuracy: 0.9812
 910/1208 [=====================>........] - ETA: 41:49 - loss: 0.0720 - accuracy: 0.9812
 911/1208 [=====================>........] - ETA: 41:40 - loss: 0.0720 - accuracy: 0.9812
 912/1208 [=====================>........] - ETA: 41:31 - loss: 0.0720 - accuracy: 0.9812
 913/1208 [=====================>........] - ETA: 41:22 - loss: 0.0720 - accuracy: 0.9812
 914/1208 [=====================>........] - ETA: 41:13 - loss: 0.0720 - accuracy: 0.9812
 915/1208 [=====================>........] - ETA: 41:04 - loss: 0.0719 - accuracy: 0.9812
 916/1208 [=====================>........] - ETA: 40:54 - loss: 0.0719 - accuracy: 0.9812
 917/1208 [=====================>........] - ETA: 40:45 - loss: 0.0719 - accuracy: 0.9812
 918/1208 [=====================>........] - ETA: 40:36 - loss: 0.0719 - accuracy: 0.9812
 919/1208 [=====================>........] - ETA: 40:27 - loss: 0.0720 - accuracy: 0.9812
 920/1208 [=====================>........] - ETA: 40:18 - loss: 0.0720 - accuracy: 0.9812
 921/1208 [=====================>........] - ETA: 40:09 - loss: 0.0720 - accuracy: 0.9812
 922/1208 [=====================>........] - ETA: 39:59 - loss: 0.0720 - accuracy: 0.9812
 923/1208 [=====================>........] - ETA: 39:50 - loss: 0.0720 - accuracy: 0.9812
 924/1208 [=====================>........] - ETA: 39:41 - loss: 0.0719 - accuracy: 0.9812
 925/1208 [=====================>........] - ETA: 39:32 - loss: 0.0719 - accuracy: 0.9812
 926/1208 [=====================>........] - ETA: 39:23 - loss: 0.0719 - accuracy: 0.9812
 927/1208 [======================>.......] - ETA: 39:14 - loss: 0.0720 - accuracy: 0.9812
 928/1208 [======================>.......] - ETA: 39:05 - loss: 0.0720 - accuracy: 0.9812
 929/1208 [======================>.......] - ETA: 38:56 - loss: 0.0719 - accuracy: 0.9812
 930/1208 [======================>.......] - ETA: 38:47 - loss: 0.0720 - accuracy: 0.9811
 931/1208 [======================>.......] - ETA: 38:39 - loss: 0.0720 - accuracy: 0.9811
 932/1208 [======================>.......] - ETA: 38:30 - loss: 0.0719 - accuracy: 0.9811
 933/1208 [======================>.......] - ETA: 38:22 - loss: 0.0719 - accuracy: 0.9812
 934/1208 [======================>.......] - ETA: 38:13 - loss: 0.0719 - accuracy: 0.9812
 935/1208 [======================>.......] - ETA: 38:04 - loss: 0.0719 - accuracy: 0.9812
 936/1208 [======================>.......] - ETA: 37:56 - loss: 0.0719 - accuracy: 0.9812
 937/1208 [======================>.......] - ETA: 37:47 - loss: 0.0719 - accuracy: 0.9812
 938/1208 [======================>.......] - ETA: 37:39 - loss: 0.0720 - accuracy: 0.9812
 939/1208 [======================>.......] - ETA: 37:30 - loss: 0.0720 - accuracy: 0.9812
 940/1208 [======================>.......] - ETA: 37:22 - loss: 0.0720 - accuracy: 0.9812
 941/1208 [======================>.......] - ETA: 37:13 - loss: 0.0720 - accuracy: 0.9812
 942/1208 [======================>.......] - ETA: 37:05 - loss: 0.0721 - accuracy: 0.9811
 943/1208 [======================>.......] - ETA: 36:57 - loss: 0.0721 - accuracy: 0.9811
 944/1208 [======================>.......] - ETA: 36:49 - loss: 0.0722 - accuracy: 0.9811
 945/1208 [======================>.......] - ETA: 36:40 - loss: 0.0721 - accuracy: 0.9811
 946/1208 [======================>.......] - ETA: 36:32 - loss: 0.0721 - accuracy: 0.9811
 947/1208 [======================>.......] - ETA: 36:24 - loss: 0.0720 - accuracy: 0.9811
 948/1208 [======================>.......] - ETA: 36:16 - loss: 0.0720 - accuracy: 0.9811
 949/1208 [======================>.......] - ETA: 36:07 - loss: 0.0720 - accuracy: 0.9811
 950/1208 [======================>.......] - ETA: 35:59 - loss: 0.0720 - accuracy: 0.9812
 951/1208 [======================>.......] - ETA: 35:51 - loss: 0.0719 - accuracy: 0.9812
 952/1208 [======================>.......] - ETA: 35:42 - loss: 0.0720 - accuracy: 0.9811
 953/1208 [======================>.......] - ETA: 35:34 - loss: 0.0720 - accuracy: 0.9811
 954/1208 [======================>.......] - ETA: 35:26 - loss: 0.0720 - accuracy: 0.9812
 955/1208 [======================>.......] - ETA: 35:18 - loss: 0.0719 - accuracy: 0.9812
 956/1208 [======================>.......] - ETA: 35:09 - loss: 0.0719 - accuracy: 0.9812
 957/1208 [======================>.......] - ETA: 35:01 - loss: 0.0719 - accuracy: 0.9812
 958/1208 [======================>.......] - ETA: 34:53 - loss: 0.0719 - accuracy: 0.9812
 959/1208 [======================>.......] - ETA: 34:44 - loss: 0.0719 - accuracy: 0.9812
 960/1208 [======================>.......] - ETA: 34:36 - loss: 0.0719 - accuracy: 0.9812
 961/1208 [======================>.......] - ETA: 34:28 - loss: 0.0719 - accuracy: 0.9812
 962/1208 [======================>.......] - ETA: 34:20 - loss: 0.0718 - accuracy: 0.9812
 963/1208 [======================>.......] - ETA: 34:11 - loss: 0.0719 - accuracy: 0.9812
 964/1208 [======================>.......] - ETA: 34:03 - loss: 0.0718 - accuracy: 0.9812
 965/1208 [======================>.......] - ETA: 33:55 - loss: 0.0718 - accuracy: 0.9812
 966/1208 [======================>.......] - ETA: 33:46 - loss: 0.0719 - accuracy: 0.9812
 967/1208 [=======================>......] - ETA: 33:38 - loss: 0.0719 - accuracy: 0.9812
 968/1208 [=======================>......] - ETA: 33:30 - loss: 0.0719 - accuracy: 0.9811
 969/1208 [=======================>......] - ETA: 33:22 - loss: 0.0719 - accuracy: 0.9811
 970/1208 [=======================>......] - ETA: 33:13 - loss: 0.0719 - accuracy: 0.9811
 971/1208 [=======================>......] - ETA: 33:05 - loss: 0.0719 - accuracy: 0.9811
 972/1208 [=======================>......] - ETA: 32:57 - loss: 0.0719 - accuracy: 0.9811
 973/1208 [=======================>......] - ETA: 32:49 - loss: 0.0718 - accuracy: 0.9811
 974/1208 [=======================>......] - ETA: 32:41 - loss: 0.0719 - accuracy: 0.9811
 975/1208 [=======================>......] - ETA: 32:33 - loss: 0.0719 - accuracy: 0.9811
 976/1208 [=======================>......] - ETA: 32:24 - loss: 0.0719 - accuracy: 0.9811
 977/1208 [=======================>......] - ETA: 32:16 - loss: 0.0719 - accuracy: 0.9811
 978/1208 [=======================>......] - ETA: 32:08 - loss: 0.0718 - accuracy: 0.9811
 979/1208 [=======================>......] - ETA: 32:00 - loss: 0.0719 - accuracy: 0.9811
 980/1208 [=======================>......] - ETA: 31:51 - loss: 0.0718 - accuracy: 0.9811
 981/1208 [=======================>......] - ETA: 31:43 - loss: 0.0719 - accuracy: 0.9811
 982/1208 [=======================>......] - ETA: 31:35 - loss: 0.0719 - accuracy: 0.9811
 983/1208 [=======================>......] - ETA: 31:27 - loss: 0.0719 - accuracy: 0.9811
 984/1208 [=======================>......] - ETA: 31:18 - loss: 0.0719 - accuracy: 0.9811
 985/1208 [=======================>......] - ETA: 31:10 - loss: 0.0719 - accuracy: 0.9811
 986/1208 [=======================>......] - ETA: 31:02 - loss: 0.0719 - accuracy: 0.9811
 987/1208 [=======================>......] - ETA: 30:53 - loss: 0.0719 - accuracy: 0.9811
 988/1208 [=======================>......] - ETA: 30:45 - loss: 0.0719 - accuracy: 0.9811
 989/1208 [=======================>......] - ETA: 30:37 - loss: 0.0719 - accuracy: 0.9810
 990/1208 [=======================>......] - ETA: 30:28 - loss: 0.0719 - accuracy: 0.9811
 991/1208 [=======================>......] - ETA: 30:20 - loss: 0.0719 - accuracy: 0.9811
 992/1208 [=======================>......] - ETA: 30:12 - loss: 0.0719 - accuracy: 0.9811
 993/1208 [=======================>......] - ETA: 30:04 - loss: 0.0718 - accuracy: 0.9811
 994/1208 [=======================>......] - ETA: 29:55 - loss: 0.0718 - accuracy: 0.9811
 995/1208 [=======================>......] - ETA: 29:47 - loss: 0.0718 - accuracy: 0.9811
 996/1208 [=======================>......] - ETA: 29:39 - loss: 0.0718 - accuracy: 0.9811
 997/1208 [=======================>......] - ETA: 29:30 - loss: 0.0718 - accuracy: 0.9811
 998/1208 [=======================>......] - ETA: 29:22 - loss: 0.0718 - accuracy: 0.9811
 999/1208 [=======================>......] - ETA: 29:14 - loss: 0.0717 - accuracy: 0.9811
1000/1208 [=======================>......] - ETA: 29:05 - loss: 0.0717 - accuracy: 0.9811
1001/1208 [=======================>......] - ETA: 28:57 - loss: 0.0716 - accuracy: 0.9812
1002/1208 [=======================>......] - ETA: 28:49 - loss: 0.0716 - accuracy: 0.9812
1003/1208 [=======================>......] - ETA: 28:40 - loss: 0.0716 - accuracy: 0.9812
1004/1208 [=======================>......] - ETA: 28:32 - loss: 0.0716 - accuracy: 0.9812
1005/1208 [=======================>......] - ETA: 28:23 - loss: 0.0717 - accuracy: 0.9811
1006/1208 [=======================>......] - ETA: 28:15 - loss: 0.0717 - accuracy: 0.9811
1007/1208 [========================>.....] - ETA: 28:06 - loss: 0.0717 - accuracy: 0.9811
1008/1208 [========================>.....] - ETA: 27:58 - loss: 0.0718 - accuracy: 0.9811
1009/1208 [========================>.....] - ETA: 27:50 - loss: 0.0718 - accuracy: 0.9811
1010/1208 [========================>.....] - ETA: 27:42 - loss: 0.0717 - accuracy: 0.9811
1011/1208 [========================>.....] - ETA: 27:33 - loss: 0.0717 - accuracy: 0.9811
1012/1208 [========================>.....] - ETA: 27:25 - loss: 0.0717 - accuracy: 0.9811
1013/1208 [========================>.....] - ETA: 27:17 - loss: 0.0716 - accuracy: 0.9811
1014/1208 [========================>.....] - ETA: 27:08 - loss: 0.0716 - accuracy: 0.9811
1015/1208 [========================>.....] - ETA: 27:00 - loss: 0.0716 - accuracy: 0.9811
1016/1208 [========================>.....] - ETA: 26:51 - loss: 0.0716 - accuracy: 0.9811
1017/1208 [========================>.....] - ETA: 26:43 - loss: 0.0716 - accuracy: 0.9811
1018/1208 [========================>.....] - ETA: 26:35 - loss: 0.0716 - accuracy: 0.9811
1019/1208 [========================>.....] - ETA: 26:26 - loss: 0.0716 - accuracy: 0.9811
1020/1208 [========================>.....] - ETA: 26:18 - loss: 0.0716 - accuracy: 0.9811
1021/1208 [========================>.....] - ETA: 26:09 - loss: 0.0716 - accuracy: 0.9811
1022/1208 [========================>.....] - ETA: 26:01 - loss: 0.0716 - accuracy: 0.9811
1023/1208 [========================>.....] - ETA: 25:53 - loss: 0.0716 - accuracy: 0.9812
1024/1208 [========================>.....] - ETA: 25:44 - loss: 0.0716 - accuracy: 0.9812
1025/1208 [========================>.....] - ETA: 25:35 - loss: 0.0716 - accuracy: 0.9812
1026/1208 [========================>.....] - ETA: 25:27 - loss: 0.0715 - accuracy: 0.9812
1027/1208 [========================>.....] - ETA: 25:18 - loss: 0.0716 - accuracy: 0.9812
1028/1208 [========================>.....] - ETA: 25:09 - loss: 0.0715 - accuracy: 0.9812
1029/1208 [========================>.....] - ETA: 25:00 - loss: 0.0716 - accuracy: 0.9812
1030/1208 [========================>.....] - ETA: 24:52 - loss: 0.0716 - accuracy: 0.9812
1031/1208 [========================>.....] - ETA: 24:43 - loss: 0.0717 - accuracy: 0.9811
1032/1208 [========================>.....] - ETA: 24:34 - loss: 0.0717 - accuracy: 0.9811
1033/1208 [========================>.....] - ETA: 24:26 - loss: 0.0717 - accuracy: 0.9811
1034/1208 [========================>.....] - ETA: 24:17 - loss: 0.0717 - accuracy: 0.9811
1035/1208 [========================>.....] - ETA: 24:08 - loss: 0.0716 - accuracy: 0.9812
1036/1208 [========================>.....] - ETA: 24:00 - loss: 0.0716 - accuracy: 0.9812
1037/1208 [========================>.....] - ETA: 23:51 - loss: 0.0716 - accuracy: 0.9812
1038/1208 [========================>.....] - ETA: 23:42 - loss: 0.0716 - accuracy: 0.9812
1039/1208 [========================>.....] - ETA: 23:34 - loss: 0.0716 - accuracy: 0.9812
1040/1208 [========================>.....] - ETA: 23:25 - loss: 0.0716 - accuracy: 0.9812
1041/1208 [========================>.....] - ETA: 23:16 - loss: 0.0716 - accuracy: 0.9812
1042/1208 [========================>.....] - ETA: 23:08 - loss: 0.0716 - accuracy: 0.9812
1043/1208 [========================>.....] - ETA: 22:59 - loss: 0.0716 - accuracy: 0.9812
1044/1208 [========================>.....] - ETA: 22:51 - loss: 0.0717 - accuracy: 0.9812
1045/1208 [========================>.....] - ETA: 22:43 - loss: 0.0718 - accuracy: 0.9811
1046/1208 [========================>.....] - ETA: 22:34 - loss: 0.0717 - accuracy: 0.9812
1047/1208 [=========================>....] - ETA: 22:26 - loss: 0.0717 - accuracy: 0.9812
1048/1208 [=========================>....] - ETA: 22:17 - loss: 0.0717 - accuracy: 0.9812
1049/1208 [=========================>....] - ETA: 22:09 - loss: 0.0717 - accuracy: 0.9812
1050/1208 [=========================>....] - ETA: 22:01 - loss: 0.0717 - accuracy: 0.9812
1051/1208 [=========================>....] - ETA: 21:52 - loss: 0.0717 - accuracy: 0.9811
1052/1208 [=========================>....] - ETA: 21:44 - loss: 0.0718 - accuracy: 0.9811
1053/1208 [=========================>....] - ETA: 21:35 - loss: 0.0718 - accuracy: 0.9811
1054/1208 [=========================>....] - ETA: 21:27 - loss: 0.0718 - accuracy: 0.9811
1055/1208 [=========================>....] - ETA: 21:19 - loss: 0.0718 - accuracy: 0.9811
1056/1208 [=========================>....] - ETA: 21:11 - loss: 0.0718 - accuracy: 0.9811
1057/1208 [=========================>....] - ETA: 21:02 - loss: 0.0718 - accuracy: 0.9811
1058/1208 [=========================>....] - ETA: 20:54 - loss: 0.0718 - accuracy: 0.9811
1059/1208 [=========================>....] - ETA: 20:46 - loss: 0.0718 - accuracy: 0.9811
1060/1208 [=========================>....] - ETA: 20:37 - loss: 0.0718 - accuracy: 0.9811
1061/1208 [=========================>....] - ETA: 20:29 - loss: 0.0717 - accuracy: 0.9811
1062/1208 [=========================>....] - ETA: 20:21 - loss: 0.0717 - accuracy: 0.9811
1063/1208 [=========================>....] - ETA: 20:12 - loss: 0.0717 - accuracy: 0.9811
1064/1208 [=========================>....] - ETA: 20:04 - loss: 0.0717 - accuracy: 0.9812
1065/1208 [=========================>....] - ETA: 19:56 - loss: 0.0717 - accuracy: 0.9811
1066/1208 [=========================>....] - ETA: 19:47 - loss: 0.0717 - accuracy: 0.9811
1067/1208 [=========================>....] - ETA: 19:39 - loss: 0.0717 - accuracy: 0.9811
1068/1208 [=========================>....] - ETA: 19:31 - loss: 0.0717 - accuracy: 0.9811
1069/1208 [=========================>....] - ETA: 19:23 - loss: 0.0717 - accuracy: 0.9811
1070/1208 [=========================>....] - ETA: 19:14 - loss: 0.0716 - accuracy: 0.9811
1071/1208 [=========================>....] - ETA: 19:06 - loss: 0.0716 - accuracy: 0.9811
1072/1208 [=========================>....] - ETA: 18:58 - loss: 0.0716 - accuracy: 0.9811
1073/1208 [=========================>....] - ETA: 18:49 - loss: 0.0718 - accuracy: 0.9811
1074/1208 [=========================>....] - ETA: 18:41 - loss: 0.0719 - accuracy: 0.9811
1075/1208 [=========================>....] - ETA: 18:33 - loss: 0.0718 - accuracy: 0.9811
1076/1208 [=========================>....] - ETA: 18:24 - loss: 0.0718 - accuracy: 0.9812
1077/1208 [=========================>....] - ETA: 18:16 - loss: 0.0718 - accuracy: 0.9812
1078/1208 [=========================>....] - ETA: 18:08 - loss: 0.0718 - accuracy: 0.9812
1079/1208 [=========================>....] - ETA: 18:00 - loss: 0.0718 - accuracy: 0.9812
1080/1208 [=========================>....] - ETA: 17:51 - loss: 0.0718 - accuracy: 0.9812
1081/1208 [=========================>....] - ETA: 17:43 - loss: 0.0718 - accuracy: 0.9812
1082/1208 [=========================>....] - ETA: 17:35 - loss: 0.0718 - accuracy: 0.9812
1083/1208 [=========================>....] - ETA: 17:27 - loss: 0.0718 - accuracy: 0.9812
1084/1208 [=========================>....] - ETA: 17:18 - loss: 0.0718 - accuracy: 0.9811
1085/1208 [=========================>....] - ETA: 17:10 - loss: 0.0719 - accuracy: 0.9811
1086/1208 [=========================>....] - ETA: 17:02 - loss: 0.0719 - accuracy: 0.9811
1087/1208 [=========================>....] - ETA: 16:53 - loss: 0.0719 - accuracy: 0.9811
1088/1208 [==========================>...] - ETA: 16:45 - loss: 0.0719 - accuracy: 0.9811
1089/1208 [==========================>...] - ETA: 16:37 - loss: 0.0720 - accuracy: 0.9811
1090/1208 [==========================>...] - ETA: 16:28 - loss: 0.0719 - accuracy: 0.9811
1091/1208 [==========================>...] - ETA: 16:20 - loss: 0.0719 - accuracy: 0.9811
1092/1208 [==========================>...] - ETA: 16:12 - loss: 0.0720 - accuracy: 0.9811
1093/1208 [==========================>...] - ETA: 16:03 - loss: 0.0720 - accuracy: 0.9811
1094/1208 [==========================>...] - ETA: 15:55 - loss: 0.0720 - accuracy: 0.9811
1095/1208 [==========================>...] - ETA: 15:47 - loss: 0.0720 - accuracy: 0.9811
1096/1208 [==========================>...] - ETA: 15:38 - loss: 0.0720 - accuracy: 0.9811
1097/1208 [==========================>...] - ETA: 15:30 - loss: 0.0720 - accuracy: 0.9811
1098/1208 [==========================>...] - ETA: 15:22 - loss: 0.0720 - accuracy: 0.9811
1099/1208 [==========================>...] - ETA: 15:13 - loss: 0.0720 - accuracy: 0.9811
1100/1208 [==========================>...] - ETA: 15:05 - loss: 0.0720 - accuracy: 0.9811
1101/1208 [==========================>...] - ETA: 14:56 - loss: 0.0720 - accuracy: 0.9811
1102/1208 [==========================>...] - ETA: 14:48 - loss: 0.0720 - accuracy: 0.9811
1103/1208 [==========================>...] - ETA: 14:40 - loss: 0.0721 - accuracy: 0.9811
1104/1208 [==========================>...] - ETA: 14:31 - loss: 0.0721 - accuracy: 0.9811
1105/1208 [==========================>...] - ETA: 14:23 - loss: 0.0721 - accuracy: 0.9811
1106/1208 [==========================>...] - ETA: 14:15 - loss: 0.0721 - accuracy: 0.9811
1107/1208 [==========================>...] - ETA: 14:06 - loss: 0.0721 - accuracy: 0.9811
1108/1208 [==========================>...] - ETA: 13:58 - loss: 0.0721 - accuracy: 0.9811
1109/1208 [==========================>...] - ETA: 13:50 - loss: 0.0721 - accuracy: 0.9811
1110/1208 [==========================>...] - ETA: 13:41 - loss: 0.0721 - accuracy: 0.9811
1111/1208 [==========================>...] - ETA: 13:33 - loss: 0.0721 - accuracy: 0.9811
1112/1208 [==========================>...] - ETA: 13:25 - loss: 0.0721 - accuracy: 0.9811
1113/1208 [==========================>...] - ETA: 13:16 - loss: 0.0721 - accuracy: 0.9811
1114/1208 [==========================>...] - ETA: 13:08 - loss: 0.0722 - accuracy: 0.9811
1115/1208 [==========================>...] - ETA: 12:59 - loss: 0.0721 - accuracy: 0.9811
1116/1208 [==========================>...] - ETA: 12:51 - loss: 0.0722 - accuracy: 0.9811
1117/1208 [==========================>...] - ETA: 12:43 - loss: 0.0721 - accuracy: 0.9811
1118/1208 [==========================>...] - ETA: 12:35 - loss: 0.0722 - accuracy: 0.9810
1119/1208 [==========================>...] - ETA: 12:26 - loss: 0.0722 - accuracy: 0.9811
1120/1208 [==========================>...] - ETA: 12:18 - loss: 0.0722 - accuracy: 0.9811
1121/1208 [==========================>...] - ETA: 12:10 - loss: 0.0722 - accuracy: 0.9810
1122/1208 [==========================>...] - ETA: 12:01 - loss: 0.0722 - accuracy: 0.9810
1123/1208 [==========================>...] - ETA: 11:53 - loss: 0.0722 - accuracy: 0.9810
1124/1208 [==========================>...] - ETA: 11:44 - loss: 0.0722 - accuracy: 0.9810
1125/1208 [==========================>...] - ETA: 11:36 - loss: 0.0722 - accuracy: 0.9810
1126/1208 [==========================>...] - ETA: 11:28 - loss: 0.0721 - accuracy: 0.9810
1127/1208 [==========================>...] - ETA: 11:19 - loss: 0.0721 - accuracy: 0.9810
1128/1208 [===========================>..] - ETA: 11:11 - loss: 0.0721 - accuracy: 0.9811
1129/1208 [===========================>..] - ETA: 11:02 - loss: 0.0721 - accuracy: 0.9810
1130/1208 [===========================>..] - ETA: 10:54 - loss: 0.0721 - accuracy: 0.9811
1131/1208 [===========================>..] - ETA: 10:46 - loss: 0.0720 - accuracy: 0.9811
1132/1208 [===========================>..] - ETA: 10:37 - loss: 0.0720 - accuracy: 0.9811
1133/1208 [===========================>..] - ETA: 10:29 - loss: 0.0720 - accuracy: 0.9811
1134/1208 [===========================>..] - ETA: 10:20 - loss: 0.0720 - accuracy: 0.9811
1135/1208 [===========================>..] - ETA: 10:12 - loss: 0.0720 - accuracy: 0.9811
1136/1208 [===========================>..] - ETA: 10:03 - loss: 0.0720 - accuracy: 0.9811
1137/1208 [===========================>..] - ETA: 9:55 - loss: 0.0720 - accuracy: 0.9810 
1138/1208 [===========================>..] - ETA: 9:46 - loss: 0.0720 - accuracy: 0.9811
1139/1208 [===========================>..] - ETA: 9:38 - loss: 0.0720 - accuracy: 0.9811
1140/1208 [===========================>..] - ETA: 9:29 - loss: 0.0720 - accuracy: 0.9810
1141/1208 [===========================>..] - ETA: 9:21 - loss: 0.0720 - accuracy: 0.9810
1142/1208 [===========================>..] - ETA: 9:12 - loss: 0.0720 - accuracy: 0.9810
1143/1208 [===========================>..] - ETA: 9:04 - loss: 0.0720 - accuracy: 0.9810
1144/1208 [===========================>..] - ETA: 8:55 - loss: 0.0721 - accuracy: 0.9810
1145/1208 [===========================>..] - ETA: 8:47 - loss: 0.0720 - accuracy: 0.9810
1146/1208 [===========================>..] - ETA: 8:38 - loss: 0.0720 - accuracy: 0.9810
1147/1208 [===========================>..] - ETA: 8:30 - loss: 0.0720 - accuracy: 0.9811
1148/1208 [===========================>..] - ETA: 8:22 - loss: 0.0720 - accuracy: 0.9811
1149/1208 [===========================>..] - ETA: 8:13 - loss: 0.0720 - accuracy: 0.9810
1150/1208 [===========================>..] - ETA: 8:05 - loss: 0.0721 - accuracy: 0.9810
1151/1208 [===========================>..] - ETA: 7:56 - loss: 0.0720 - accuracy: 0.9810
1152/1208 [===========================>..] - ETA: 7:48 - loss: 0.0720 - accuracy: 0.9810
1153/1208 [===========================>..] - ETA: 7:39 - loss: 0.0720 - accuracy: 0.9810
1154/1208 [===========================>..] - ETA: 7:31 - loss: 0.0720 - accuracy: 0.9810
1155/1208 [===========================>..] - ETA: 7:23 - loss: 0.0721 - accuracy: 0.9810
1156/1208 [===========================>..] - ETA: 7:14 - loss: 0.0720 - accuracy: 0.9811
1157/1208 [===========================>..] - ETA: 7:06 - loss: 0.0720 - accuracy: 0.9810
1158/1208 [===========================>..] - ETA: 6:58 - loss: 0.0720 - accuracy: 0.9811
1159/1208 [===========================>..] - ETA: 6:49 - loss: 0.0720 - accuracy: 0.9811
1160/1208 [===========================>..] - ETA: 6:41 - loss: 0.0720 - accuracy: 0.9811
1161/1208 [===========================>..] - ETA: 6:32 - loss: 0.0720 - accuracy: 0.9811
1162/1208 [===========================>..] - ETA: 6:24 - loss: 0.0720 - accuracy: 0.9811
1163/1208 [===========================>..] - ETA: 6:16 - loss: 0.0721 - accuracy: 0.9810
1164/1208 [===========================>..] - ETA: 6:07 - loss: 0.0721 - accuracy: 0.9810
1165/1208 [===========================>..] - ETA: 5:59 - loss: 0.0721 - accuracy: 0.9810
1166/1208 [===========================>..] - ETA: 5:51 - loss: 0.0720 - accuracy: 0.9810
1167/1208 [===========================>..] - ETA: 5:42 - loss: 0.0720 - accuracy: 0.9810
1168/1208 [============================>.] - ETA: 5:34 - loss: 0.0720 - accuracy: 0.9810
1169/1208 [============================>.] - ETA: 5:26 - loss: 0.0721 - accuracy: 0.9810
1170/1208 [============================>.] - ETA: 5:17 - loss: 0.0722 - accuracy: 0.9809
1171/1208 [============================>.] - ETA: 5:09 - loss: 0.0722 - accuracy: 0.9810
1172/1208 [============================>.] - ETA: 5:01 - loss: 0.0722 - accuracy: 0.9810
1173/1208 [============================>.] - ETA: 4:52 - loss: 0.0722 - accuracy: 0.9810
1174/1208 [============================>.] - ETA: 4:44 - loss: 0.0722 - accuracy: 0.9810
1175/1208 [============================>.] - ETA: 4:35 - loss: 0.0722 - accuracy: 0.9810
1176/1208 [============================>.] - ETA: 4:27 - loss: 0.0722 - accuracy: 0.9810
1177/1208 [============================>.] - ETA: 4:19 - loss: 0.0723 - accuracy: 0.9809
1178/1208 [============================>.] - ETA: 4:10 - loss: 0.0722 - accuracy: 0.9810
1179/1208 [============================>.] - ETA: 4:02 - loss: 0.0722 - accuracy: 0.9810
1180/1208 [============================>.] - ETA: 3:54 - loss: 0.0722 - accuracy: 0.9810
1181/1208 [============================>.] - ETA: 3:45 - loss: 0.0723 - accuracy: 0.9810
1182/1208 [============================>.] - ETA: 3:37 - loss: 0.0723 - accuracy: 0.9810
1183/1208 [============================>.] - ETA: 3:29 - loss: 0.0722 - accuracy: 0.9810
1184/1208 [============================>.] - ETA: 3:20 - loss: 0.0722 - accuracy: 0.9809
1185/1208 [============================>.] - ETA: 3:12 - loss: 0.0722 - accuracy: 0.9810
1186/1208 [============================>.] - ETA: 3:04 - loss: 0.0722 - accuracy: 0.9809
1187/1208 [============================>.] - ETA: 2:55 - loss: 0.0723 - accuracy: 0.9809
1188/1208 [============================>.] - ETA: 2:47 - loss: 0.0723 - accuracy: 0.9809
1189/1208 [============================>.] - ETA: 2:38 - loss: 0.0723 - accuracy: 0.9809
1190/1208 [============================>.] - ETA: 2:30 - loss: 0.0723 - accuracy: 0.9809
1191/1208 [============================>.] - ETA: 2:22 - loss: 0.0723 - accuracy: 0.9809
1192/1208 [============================>.] - ETA: 2:13 - loss: 0.0723 - accuracy: 0.9809
1193/1208 [============================>.] - ETA: 2:05 - loss: 0.0723 - accuracy: 0.9809
1194/1208 [============================>.] - ETA: 1:57 - loss: 0.0722 - accuracy: 0.9809
1195/1208 [============================>.] - ETA: 1:48 - loss: 0.0722 - accuracy: 0.9809
1196/1208 [============================>.] - ETA: 1:40 - loss: 0.0723 - accuracy: 0.9809
1197/1208 [============================>.] - ETA: 1:32 - loss: 0.0723 - accuracy: 0.9809
1198/1208 [============================>.] - ETA: 1:23 - loss: 0.0723 - accuracy: 0.9809
1199/1208 [============================>.] - ETA: 1:15 - loss: 0.0723 - accuracy: 0.9809
1200/1208 [============================>.] - ETA: 1:06 - loss: 0.0724 - accuracy: 0.9809
1201/1208 [============================>.] - ETA: 58s - loss: 0.0724 - accuracy: 0.9809 
1202/1208 [============================>.] - ETA: 50s - loss: 0.0723 - accuracy: 0.9809
1203/1208 [============================>.] - ETA: 41s - loss: 0.0723 - accuracy: 0.9809
1204/1208 [============================>.] - ETA: 33s - loss: 0.0723 - accuracy: 0.9810
1205/1208 [============================>.] - ETA: 25s - loss: 0.0724 - accuracy: 0.9809
1206/1208 [============================>.] - ETA: 16s - loss: 0.0724 - accuracy: 0.9809
1207/1208 [============================>.] - ETA: 8s - loss: 0.0724 - accuracy: 0.9809 
1208/1208 [==============================] - 10118s 8s/step - loss: 0.0724 - accuracy: 0.9809
val_acc: 0.82343, best_val_acc: 0.84858, test_acc: 0.82861

Epoch 10/10

   1/1208 [..............................] - ETA: 2:21:37 - loss: 0.0705 - accuracy: 0.9844
   2/1208 [..............................] - ETA: 2:22:58 - loss: 0.0516 - accuracy: 0.9922
   3/1208 [..............................] - ETA: 2:22:47 - loss: 0.0529 - accuracy: 0.9896
   4/1208 [..............................] - ETA: 2:21:36 - loss: 0.0556 - accuracy: 0.9844
   5/1208 [..............................] - ETA: 2:21:12 - loss: 0.0514 - accuracy: 0.9844
   6/1208 [..............................] - ETA: 2:21:31 - loss: 0.0474 - accuracy: 0.9870
   7/1208 [..............................] - ETA: 2:21:48 - loss: 0.0521 - accuracy: 0.9844
   8/1208 [..............................] - ETA: 2:21:13 - loss: 0.0593 - accuracy: 0.9844
   9/1208 [..............................] - ETA: 2:20:45 - loss: 0.0700 - accuracy: 0.9809
  10/1208 [..............................] - ETA: 2:20:41 - loss: 0.0646 - accuracy: 0.9828
  11/1208 [..............................] - ETA: 2:20:03 - loss: 0.0612 - accuracy: 0.9844
  12/1208 [..............................] - ETA: 2:19:48 - loss: 0.0665 - accuracy: 0.9831
  13/1208 [..............................] - ETA: 2:20:12 - loss: 0.0624 - accuracy: 0.9844
  14/1208 [..............................] - ETA: 2:19:56 - loss: 0.0616 - accuracy: 0.9844
  15/1208 [..............................] - ETA: 2:19:27 - loss: 0.0682 - accuracy: 0.9844
  16/1208 [..............................] - ETA: 2:18:43 - loss: 0.0674 - accuracy: 0.9834
  17/1208 [..............................] - ETA: 2:18:22 - loss: 0.0650 - accuracy: 0.9844
  18/1208 [..............................] - ETA: 2:18:53 - loss: 0.0652 - accuracy: 0.9844
  19/1208 [..............................] - ETA: 2:19:37 - loss: 0.0635 - accuracy: 0.9844
  20/1208 [..............................] - ETA: 2:20:24 - loss: 0.0619 - accuracy: 0.9852
  21/1208 [..............................] - ETA: 2:20:49 - loss: 0.0622 - accuracy: 0.9851
  22/1208 [..............................] - ETA: 2:21:51 - loss: 0.0607 - accuracy: 0.9858
  23/1208 [..............................] - ETA: 2:22:58 - loss: 0.0591 - accuracy: 0.9864
  24/1208 [..............................] - ETA: 2:24:18 - loss: 0.0578 - accuracy: 0.9870
  25/1208 [..............................] - ETA: 2:25:09 - loss: 0.0565 - accuracy: 0.9875
  26/1208 [..............................] - ETA: 2:26:09 - loss: 0.0578 - accuracy: 0.9868
  27/1208 [..............................] - ETA: 2:26:55 - loss: 0.0574 - accuracy: 0.9867
  28/1208 [..............................] - ETA: 2:27:36 - loss: 0.0560 - accuracy: 0.9872
  29/1208 [..............................] - ETA: 2:28:03 - loss: 0.0548 - accuracy: 0.9876
  30/1208 [..............................] - ETA: 2:28:54 - loss: 0.0549 - accuracy: 0.9875
  31/1208 [..............................] - ETA: 2:29:27 - loss: 0.0559 - accuracy: 0.9869
  32/1208 [..............................] - ETA: 2:30:08 - loss: 0.0547 - accuracy: 0.9873
  33/1208 [..............................] - ETA: 2:30:06 - loss: 0.0565 - accuracy: 0.9867
  34/1208 [..............................] - ETA: 2:30:43 - loss: 0.0572 - accuracy: 0.9867
  35/1208 [..............................] - ETA: 2:31:28 - loss: 0.0572 - accuracy: 0.9862
  36/1208 [..............................] - ETA: 2:32:04 - loss: 0.0565 - accuracy: 0.9865
  37/1208 [..............................] - ETA: 2:32:17 - loss: 0.0556 - accuracy: 0.9869
  38/1208 [..............................] - ETA: 2:32:49 - loss: 0.0548 - accuracy: 0.9873
  39/1208 [..............................] - ETA: 2:33:35 - loss: 0.0542 - accuracy: 0.9876
  40/1208 [..............................] - ETA: 2:33:58 - loss: 0.0542 - accuracy: 0.9875
  41/1208 [>.............................] - ETA: 2:34:22 - loss: 0.0533 - accuracy: 0.9878
  42/1208 [>.............................] - ETA: 2:34:41 - loss: 0.0528 - accuracy: 0.9877
  43/1208 [>.............................] - ETA: 2:35:17 - loss: 0.0539 - accuracy: 0.9873
  44/1208 [>.............................] - ETA: 2:35:27 - loss: 0.0535 - accuracy: 0.9872
  45/1208 [>.............................] - ETA: 2:35:32 - loss: 0.0532 - accuracy: 0.9872
  46/1208 [>.............................] - ETA: 2:35:51 - loss: 0.0555 - accuracy: 0.9864
  47/1208 [>.............................] - ETA: 2:36:04 - loss: 0.0554 - accuracy: 0.9864
  48/1208 [>.............................] - ETA: 2:36:24 - loss: 0.0550 - accuracy: 0.9863
  49/1208 [>.............................] - ETA: 2:36:31 - loss: 0.0562 - accuracy: 0.9860
  50/1208 [>.............................] - ETA: 2:36:36 - loss: 0.0557 - accuracy: 0.9862
  51/1208 [>.............................] - ETA: 2:36:55 - loss: 0.0552 - accuracy: 0.9865
  52/1208 [>.............................] - ETA: 2:37:19 - loss: 0.0549 - accuracy: 0.9865
  53/1208 [>.............................] - ETA: 2:37:35 - loss: 0.0544 - accuracy: 0.9867
  54/1208 [>.............................] - ETA: 2:37:36 - loss: 0.0536 - accuracy: 0.9870
  55/1208 [>.............................] - ETA: 2:37:39 - loss: 0.0529 - accuracy: 0.9872
  56/1208 [>.............................] - ETA: 2:37:44 - loss: 0.0525 - accuracy: 0.9874
  57/1208 [>.............................] - ETA: 2:37:53 - loss: 0.0529 - accuracy: 0.9871
  58/1208 [>.............................] - ETA: 2:37:53 - loss: 0.0526 - accuracy: 0.9873
  59/1208 [>.............................] - ETA: 2:37:39 - loss: 0.0530 - accuracy: 0.9870
  60/1208 [>.............................] - ETA: 2:37:34 - loss: 0.0525 - accuracy: 0.9872
  61/1208 [>.............................] - ETA: 2:37:26 - loss: 0.0522 - accuracy: 0.9872
  62/1208 [>.............................] - ETA: 2:37:30 - loss: 0.0527 - accuracy: 0.9871
  63/1208 [>.............................] - ETA: 2:37:25 - loss: 0.0526 - accuracy: 0.9871
  64/1208 [>.............................] - ETA: 2:37:28 - loss: 0.0521 - accuracy: 0.9873
  65/1208 [>.............................] - ETA: 2:37:31 - loss: 0.0520 - accuracy: 0.9873
  66/1208 [>.............................] - ETA: 2:37:20 - loss: 0.0516 - accuracy: 0.9875
  67/1208 [>.............................] - ETA: 2:37:16 - loss: 0.0515 - accuracy: 0.9876
  68/1208 [>.............................] - ETA: 2:37:10 - loss: 0.0513 - accuracy: 0.9878
  69/1208 [>.............................] - ETA: 2:37:04 - loss: 0.0511 - accuracy: 0.9880
  70/1208 [>.............................] - ETA: 2:36:59 - loss: 0.0510 - accuracy: 0.9879
  71/1208 [>.............................] - ETA: 2:37:00 - loss: 0.0514 - accuracy: 0.9877
  72/1208 [>.............................] - ETA: 2:37:11 - loss: 0.0512 - accuracy: 0.9876
  73/1208 [>.............................] - ETA: 2:37:12 - loss: 0.0518 - accuracy: 0.9874
  74/1208 [>.............................] - ETA: 2:37:11 - loss: 0.0516 - accuracy: 0.9875
  75/1208 [>.............................] - ETA: 2:37:08 - loss: 0.0522 - accuracy: 0.9871
  76/1208 [>.............................] - ETA: 2:37:13 - loss: 0.0520 - accuracy: 0.9873
  77/1208 [>.............................] - ETA: 2:37:11 - loss: 0.0516 - accuracy: 0.9874
  78/1208 [>.............................] - ETA: 2:37:08 - loss: 0.0513 - accuracy: 0.9876
  79/1208 [>.............................] - ETA: 2:37:15 - loss: 0.0514 - accuracy: 0.9873
  80/1208 [>.............................] - ETA: 2:37:05 - loss: 0.0511 - accuracy: 0.9873
  81/1208 [=>............................] - ETA: 2:36:58 - loss: 0.0514 - accuracy: 0.9873
  82/1208 [=>............................] - ETA: 2:36:59 - loss: 0.0510 - accuracy: 0.9874
  83/1208 [=>............................] - ETA: 2:36:51 - loss: 0.0509 - accuracy: 0.9876
  84/1208 [=>............................] - ETA: 2:36:46 - loss: 0.0508 - accuracy: 0.9875
  85/1208 [=>............................] - ETA: 2:36:43 - loss: 0.0509 - accuracy: 0.9873
  86/1208 [=>............................] - ETA: 2:36:42 - loss: 0.0507 - accuracy: 0.9875
  87/1208 [=>............................] - ETA: 2:36:44 - loss: 0.0503 - accuracy: 0.9876
  88/1208 [=>............................] - ETA: 2:36:41 - loss: 0.0501 - accuracy: 0.9877
  89/1208 [=>............................] - ETA: 2:36:37 - loss: 0.0498 - accuracy: 0.9879
  90/1208 [=>............................] - ETA: 2:36:40 - loss: 0.0495 - accuracy: 0.9878
  91/1208 [=>............................] - ETA: 2:36:42 - loss: 0.0494 - accuracy: 0.9878
  92/1208 [=>............................] - ETA: 2:36:39 - loss: 0.0491 - accuracy: 0.9879
  93/1208 [=>............................] - ETA: 2:36:37 - loss: 0.0497 - accuracy: 0.9877
  94/1208 [=>............................] - ETA: 2:36:33 - loss: 0.0495 - accuracy: 0.9879
  95/1208 [=>............................] - ETA: 2:36:16 - loss: 0.0503 - accuracy: 0.9875
  96/1208 [=>............................] - ETA: 2:36:09 - loss: 0.0503 - accuracy: 0.9876
  97/1208 [=>............................] - ETA: 2:36:09 - loss: 0.0499 - accuracy: 0.9878
  98/1208 [=>............................] - ETA: 2:35:57 - loss: 0.0497 - accuracy: 0.9877
  99/1208 [=>............................] - ETA: 2:35:41 - loss: 0.0494 - accuracy: 0.9878
 100/1208 [=>............................] - ETA: 2:35:26 - loss: 0.0492 - accuracy: 0.9880
 101/1208 [=>............................] - ETA: 2:35:10 - loss: 0.0490 - accuracy: 0.9881
 102/1208 [=>............................] - ETA: 2:34:58 - loss: 0.0503 - accuracy: 0.9879
 103/1208 [=>............................] - ETA: 2:34:43 - loss: 0.0502 - accuracy: 0.9880
 104/1208 [=>............................] - ETA: 2:34:27 - loss: 0.0504 - accuracy: 0.9880
 105/1208 [=>............................] - ETA: 2:34:13 - loss: 0.0504 - accuracy: 0.9879
 106/1208 [=>............................] - ETA: 2:34:01 - loss: 0.0505 - accuracy: 0.9879
 107/1208 [=>............................] - ETA: 2:33:49 - loss: 0.0503 - accuracy: 0.9880
 108/1208 [=>............................] - ETA: 2:33:28 - loss: 0.0501 - accuracy: 0.9881
 109/1208 [=>............................] - ETA: 2:33:00 - loss: 0.0505 - accuracy: 0.9880
 110/1208 [=>............................] - ETA: 2:32:41 - loss: 0.0502 - accuracy: 0.9881
 111/1208 [=>............................] - ETA: 2:32:21 - loss: 0.0500 - accuracy: 0.9882
 112/1208 [=>............................] - ETA: 2:32:01 - loss: 0.0505 - accuracy: 0.9880
 113/1208 [=>............................] - ETA: 2:31:40 - loss: 0.0508 - accuracy: 0.9880
 114/1208 [=>............................] - ETA: 2:31:18 - loss: 0.0515 - accuracy: 0.9879
 115/1208 [=>............................] - ETA: 2:30:59 - loss: 0.0515 - accuracy: 0.9879
 116/1208 [=>............................] - ETA: 2:30:38 - loss: 0.0513 - accuracy: 0.9880
 117/1208 [=>............................] - ETA: 2:30:18 - loss: 0.0513 - accuracy: 0.9878
 118/1208 [=>............................] - ETA: 2:29:56 - loss: 0.0511 - accuracy: 0.9880
 119/1208 [=>............................] - ETA: 2:29:35 - loss: 0.0510 - accuracy: 0.9879
 120/1208 [=>............................] - ETA: 2:29:18 - loss: 0.0510 - accuracy: 0.9878
 121/1208 [==>...........................] - ETA: 2:28:58 - loss: 0.0507 - accuracy: 0.9879
 122/1208 [==>...........................] - ETA: 2:28:37 - loss: 0.0506 - accuracy: 0.9880
 123/1208 [==>...........................] - ETA: 2:28:18 - loss: 0.0505 - accuracy: 0.9881
 124/1208 [==>...........................] - ETA: 2:27:56 - loss: 0.0502 - accuracy: 0.9882
 125/1208 [==>...........................] - ETA: 2:27:30 - loss: 0.0502 - accuracy: 0.9883
 126/1208 [==>...........................] - ETA: 2:27:10 - loss: 0.0502 - accuracy: 0.9882
 127/1208 [==>...........................] - ETA: 2:26:54 - loss: 0.0502 - accuracy: 0.9882
 128/1208 [==>...........................] - ETA: 2:26:36 - loss: 0.0500 - accuracy: 0.9883
 129/1208 [==>...........................] - ETA: 2:26:17 - loss: 0.0497 - accuracy: 0.9884
 130/1208 [==>...........................] - ETA: 2:25:55 - loss: 0.0504 - accuracy: 0.9883
 131/1208 [==>...........................] - ETA: 2:25:43 - loss: 0.0502 - accuracy: 0.9884
 132/1208 [==>...........................] - ETA: 2:25:32 - loss: 0.0503 - accuracy: 0.9884
 133/1208 [==>...........................] - ETA: 2:25:24 - loss: 0.0501 - accuracy: 0.9884
 134/1208 [==>...........................] - ETA: 2:25:12 - loss: 0.0499 - accuracy: 0.9885
 135/1208 [==>...........................] - ETA: 2:25:05 - loss: 0.0502 - accuracy: 0.9884
 136/1208 [==>...........................] - ETA: 2:25:01 - loss: 0.0502 - accuracy: 0.9885
 137/1208 [==>...........................] - ETA: 2:24:49 - loss: 0.0500 - accuracy: 0.9886
 138/1208 [==>...........................] - ETA: 2:24:41 - loss: 0.0499 - accuracy: 0.9887
 139/1208 [==>...........................] - ETA: 2:24:30 - loss: 0.0503 - accuracy: 0.9886
 140/1208 [==>...........................] - ETA: 2:24:20 - loss: 0.0510 - accuracy: 0.9886
 141/1208 [==>...........................] - ETA: 2:24:09 - loss: 0.0509 - accuracy: 0.9886
 142/1208 [==>...........................] - ETA: 2:24:07 - loss: 0.0507 - accuracy: 0.9887
 143/1208 [==>...........................] - ETA: 2:24:06 - loss: 0.0506 - accuracy: 0.9887
 144/1208 [==>...........................] - ETA: 2:23:58 - loss: 0.0504 - accuracy: 0.9888
 145/1208 [==>...........................] - ETA: 2:23:54 - loss: 0.0507 - accuracy: 0.9886
 146/1208 [==>...........................] - ETA: 2:23:54 - loss: 0.0509 - accuracy: 0.9885
 147/1208 [==>...........................] - ETA: 2:23:51 - loss: 0.0508 - accuracy: 0.9885
 148/1208 [==>...........................] - ETA: 2:23:49 - loss: 0.0509 - accuracy: 0.9885
 149/1208 [==>...........................] - ETA: 2:23:48 - loss: 0.0508 - accuracy: 0.9885
 150/1208 [==>...........................] - ETA: 2:23:48 - loss: 0.0506 - accuracy: 0.9885
 151/1208 [==>...........................] - ETA: 2:23:40 - loss: 0.0506 - accuracy: 0.9885
 152/1208 [==>...........................] - ETA: 2:23:37 - loss: 0.0504 - accuracy: 0.9886
 153/1208 [==>...........................] - ETA: 2:23:35 - loss: 0.0502 - accuracy: 0.9887
 154/1208 [==>...........................] - ETA: 2:23:31 - loss: 0.0507 - accuracy: 0.9883
 155/1208 [==>...........................] - ETA: 2:23:30 - loss: 0.0508 - accuracy: 0.9884
 156/1208 [==>...........................] - ETA: 2:23:32 - loss: 0.0508 - accuracy: 0.9884
 157/1208 [==>...........................] - ETA: 2:23:31 - loss: 0.0519 - accuracy: 0.9883
 158/1208 [==>...........................] - ETA: 2:23:28 - loss: 0.0520 - accuracy: 0.9882
 159/1208 [==>...........................] - ETA: 2:23:31 - loss: 0.0522 - accuracy: 0.9882
 160/1208 [==>...........................] - ETA: 2:23:25 - loss: 0.0521 - accuracy: 0.9883
 161/1208 [==>...........................] - ETA: 2:23:21 - loss: 0.0521 - accuracy: 0.9883
 162/1208 [===>..........................] - ETA: 2:23:12 - loss: 0.0521 - accuracy: 0.9882
 163/1208 [===>..........................] - ETA: 2:23:14 - loss: 0.0520 - accuracy: 0.9882
 164/1208 [===>..........................] - ETA: 2:23:09 - loss: 0.0522 - accuracy: 0.9881
 165/1208 [===>..........................] - ETA: 2:23:06 - loss: 0.0520 - accuracy: 0.9882
 166/1208 [===>..........................] - ETA: 2:23:03 - loss: 0.0519 - accuracy: 0.9882
 167/1208 [===>..........................] - ETA: 2:22:56 - loss: 0.0518 - accuracy: 0.9883
 168/1208 [===>..........................] - ETA: 2:22:48 - loss: 0.0516 - accuracy: 0.9884
 169/1208 [===>..........................] - ETA: 2:22:42 - loss: 0.0524 - accuracy: 0.9883
 170/1208 [===>..........................] - ETA: 2:22:39 - loss: 0.0523 - accuracy: 0.9882
 171/1208 [===>..........................] - ETA: 2:22:35 - loss: 0.0522 - accuracy: 0.9883
 172/1208 [===>..........................] - ETA: 2:22:29 - loss: 0.0521 - accuracy: 0.9884
 173/1208 [===>..........................] - ETA: 2:22:24 - loss: 0.0521 - accuracy: 0.9883
 174/1208 [===>..........................] - ETA: 2:22:20 - loss: 0.0521 - accuracy: 0.9882
 175/1208 [===>..........................] - ETA: 2:22:13 - loss: 0.0520 - accuracy: 0.9882
 176/1208 [===>..........................] - ETA: 2:22:08 - loss: 0.0519 - accuracy: 0.9883
 177/1208 [===>..........................] - ETA: 2:22:02 - loss: 0.0517 - accuracy: 0.9883
 178/1208 [===>..........................] - ETA: 2:21:56 - loss: 0.0517 - accuracy: 0.9883
 179/1208 [===>..........................] - ETA: 2:21:47 - loss: 0.0515 - accuracy: 0.9884
 180/1208 [===>..........................] - ETA: 2:21:41 - loss: 0.0514 - accuracy: 0.9885
 181/1208 [===>..........................] - ETA: 2:21:36 - loss: 0.0513 - accuracy: 0.9884
 182/1208 [===>..........................] - ETA: 2:21:30 - loss: 0.0512 - accuracy: 0.9885
 183/1208 [===>..........................] - ETA: 2:21:25 - loss: 0.0513 - accuracy: 0.9885
 184/1208 [===>..........................] - ETA: 2:21:21 - loss: 0.0514 - accuracy: 0.9884
 185/1208 [===>..........................] - ETA: 2:21:19 - loss: 0.0518 - accuracy: 0.9883
 186/1208 [===>..........................] - ETA: 2:21:12 - loss: 0.0518 - accuracy: 0.9882
 187/1208 [===>..........................] - ETA: 2:21:10 - loss: 0.0520 - accuracy: 0.9882
 188/1208 [===>..........................] - ETA: 2:21:06 - loss: 0.0519 - accuracy: 0.9882
 189/1208 [===>..........................] - ETA: 2:21:01 - loss: 0.0518 - accuracy: 0.9883
 190/1208 [===>..........................] - ETA: 2:20:54 - loss: 0.0517 - accuracy: 0.9882
 191/1208 [===>..........................] - ETA: 2:20:48 - loss: 0.0516 - accuracy: 0.9883
 192/1208 [===>..........................] - ETA: 2:20:45 - loss: 0.0514 - accuracy: 0.9884
 193/1208 [===>..........................] - ETA: 2:20:40 - loss: 0.0514 - accuracy: 0.9883
 194/1208 [===>..........................] - ETA: 2:20:35 - loss: 0.0514 - accuracy: 0.9882
 195/1208 [===>..........................] - ETA: 2:20:31 - loss: 0.0515 - accuracy: 0.9881
 196/1208 [===>..........................] - ETA: 2:20:28 - loss: 0.0514 - accuracy: 0.9880
 197/1208 [===>..........................] - ETA: 2:20:25 - loss: 0.0516 - accuracy: 0.9879
 198/1208 [===>..........................] - ETA: 2:20:20 - loss: 0.0514 - accuracy: 0.9879
 199/1208 [===>..........................] - ETA: 2:20:15 - loss: 0.0515 - accuracy: 0.9879
 200/1208 [===>..........................] - ETA: 2:20:12 - loss: 0.0513 - accuracy: 0.9880
 201/1208 [===>..........................] - ETA: 2:20:08 - loss: 0.0511 - accuracy: 0.9880
 202/1208 [====>.........................] - ETA: 2:20:06 - loss: 0.0510 - accuracy: 0.9881
 203/1208 [====>.........................] - ETA: 2:20:00 - loss: 0.0508 - accuracy: 0.9881
 204/1208 [====>.........................] - ETA: 2:19:52 - loss: 0.0507 - accuracy: 0.9882
 205/1208 [====>.........................] - ETA: 2:19:47 - loss: 0.0506 - accuracy: 0.9883
 206/1208 [====>.........................] - ETA: 2:19:41 - loss: 0.0504 - accuracy: 0.9883
 207/1208 [====>.........................] - ETA: 2:19:33 - loss: 0.0505 - accuracy: 0.9883
 208/1208 [====>.........................] - ETA: 2:19:24 - loss: 0.0504 - accuracy: 0.9884
 209/1208 [====>.........................] - ETA: 2:19:16 - loss: 0.0502 - accuracy: 0.9884
 210/1208 [====>.........................] - ETA: 2:19:11 - loss: 0.0502 - accuracy: 0.9884
 211/1208 [====>.........................] - ETA: 2:19:07 - loss: 0.0500 - accuracy: 0.9884
 212/1208 [====>.........................] - ETA: 2:18:56 - loss: 0.0500 - accuracy: 0.9884
 213/1208 [====>.........................] - ETA: 2:18:44 - loss: 0.0499 - accuracy: 0.9885
 214/1208 [====>.........................] - ETA: 2:18:35 - loss: 0.0499 - accuracy: 0.9885
 215/1208 [====>.........................] - ETA: 2:18:23 - loss: 0.0497 - accuracy: 0.9886
 216/1208 [====>.........................] - ETA: 2:18:07 - loss: 0.0495 - accuracy: 0.9886
 217/1208 [====>.........................] - ETA: 2:17:57 - loss: 0.0494 - accuracy: 0.9887
 218/1208 [====>.........................] - ETA: 2:17:46 - loss: 0.0494 - accuracy: 0.9887
 219/1208 [====>.........................] - ETA: 2:17:35 - loss: 0.0495 - accuracy: 0.9887
 220/1208 [====>.........................] - ETA: 2:17:24 - loss: 0.0495 - accuracy: 0.9886
 221/1208 [====>.........................] - ETA: 2:17:13 - loss: 0.0495 - accuracy: 0.9885
 222/1208 [====>.........................] - ETA: 2:16:58 - loss: 0.0495 - accuracy: 0.9885
 223/1208 [====>.........................] - ETA: 2:16:44 - loss: 0.0493 - accuracy: 0.9886
 224/1208 [====>.........................] - ETA: 2:16:31 - loss: 0.0493 - accuracy: 0.9886
 225/1208 [====>.........................] - ETA: 2:16:15 - loss: 0.0492 - accuracy: 0.9886
 226/1208 [====>.........................] - ETA: 2:16:01 - loss: 0.0490 - accuracy: 0.9887
 227/1208 [====>.........................] - ETA: 2:15:47 - loss: 0.0489 - accuracy: 0.9887
 228/1208 [====>.........................] - ETA: 2:15:33 - loss: 0.0488 - accuracy: 0.9887
 229/1208 [====>.........................] - ETA: 2:15:20 - loss: 0.0489 - accuracy: 0.9886
 230/1208 [====>.........................] - ETA: 2:15:05 - loss: 0.0488 - accuracy: 0.9886
 231/1208 [====>.........................] - ETA: 2:14:52 - loss: 0.0488 - accuracy: 0.9886
 232/1208 [====>.........................] - ETA: 2:14:38 - loss: 0.0487 - accuracy: 0.9887
 233/1208 [====>.........................] - ETA: 2:14:24 - loss: 0.0487 - accuracy: 0.9887
 234/1208 [====>.........................] - ETA: 2:14:10 - loss: 0.0488 - accuracy: 0.9886
 235/1208 [====>.........................] - ETA: 2:13:56 - loss: 0.0486 - accuracy: 0.9887
 236/1208 [====>.........................] - ETA: 2:13:42 - loss: 0.0485 - accuracy: 0.9887
 237/1208 [====>.........................] - ETA: 2:13:28 - loss: 0.0484 - accuracy: 0.9888
 238/1208 [====>.........................] - ETA: 2:13:15 - loss: 0.0483 - accuracy: 0.9888
 239/1208 [====>.........................] - ETA: 2:13:00 - loss: 0.0483 - accuracy: 0.9888
 240/1208 [====>.........................] - ETA: 2:12:46 - loss: 0.0483 - accuracy: 0.9888
 241/1208 [====>.........................] - ETA: 2:12:28 - loss: 0.0482 - accuracy: 0.9888
 242/1208 [=====>........................] - ETA: 2:12:12 - loss: 0.0485 - accuracy: 0.9888
 243/1208 [=====>........................] - ETA: 2:11:57 - loss: 0.0486 - accuracy: 0.9887
 244/1208 [=====>........................] - ETA: 2:11:39 - loss: 0.0485 - accuracy: 0.9888
 245/1208 [=====>........................] - ETA: 2:11:25 - loss: 0.0485 - accuracy: 0.9887
 246/1208 [=====>........................] - ETA: 2:11:15 - loss: 0.0484 - accuracy: 0.9888
 247/1208 [=====>........................] - ETA: 2:11:04 - loss: 0.0484 - accuracy: 0.9888
 248/1208 [=====>........................] - ETA: 2:10:53 - loss: 0.0482 - accuracy: 0.9888
 249/1208 [=====>........................] - ETA: 2:10:43 - loss: 0.0482 - accuracy: 0.9888
 250/1208 [=====>........................] - ETA: 2:10:34 - loss: 0.0486 - accuracy: 0.9888
 251/1208 [=====>........................] - ETA: 2:10:25 - loss: 0.0487 - accuracy: 0.9887
 252/1208 [=====>........................] - ETA: 2:10:14 - loss: 0.0486 - accuracy: 0.9888
 253/1208 [=====>........................] - ETA: 2:10:04 - loss: 0.0485 - accuracy: 0.9888
 254/1208 [=====>........................] - ETA: 2:09:53 - loss: 0.0486 - accuracy: 0.9888
 255/1208 [=====>........................] - ETA: 2:09:47 - loss: 0.0488 - accuracy: 0.9887
 256/1208 [=====>........................] - ETA: 2:09:41 - loss: 0.0486 - accuracy: 0.9888
 257/1208 [=====>........................] - ETA: 2:09:36 - loss: 0.0486 - accuracy: 0.9888
 258/1208 [=====>........................] - ETA: 2:09:30 - loss: 0.0485 - accuracy: 0.9888
 259/1208 [=====>........................] - ETA: 2:09:21 - loss: 0.0485 - accuracy: 0.9887
 260/1208 [=====>........................] - ETA: 2:09:16 - loss: 0.0485 - accuracy: 0.9887
 261/1208 [=====>........................] - ETA: 2:09:11 - loss: 0.0484 - accuracy: 0.9887
 262/1208 [=====>........................] - ETA: 2:09:05 - loss: 0.0485 - accuracy: 0.9888
 263/1208 [=====>........................] - ETA: 2:08:58 - loss: 0.0486 - accuracy: 0.9888
 264/1208 [=====>........................] - ETA: 2:08:53 - loss: 0.0485 - accuracy: 0.9888
 265/1208 [=====>........................] - ETA: 2:08:50 - loss: 0.0484 - accuracy: 0.9889
 266/1208 [=====>........................] - ETA: 2:08:45 - loss: 0.0483 - accuracy: 0.9888
 267/1208 [=====>........................] - ETA: 2:08:39 - loss: 0.0485 - accuracy: 0.9888
 268/1208 [=====>........................] - ETA: 2:08:35 - loss: 0.0485 - accuracy: 0.9888
 269/1208 [=====>........................] - ETA: 2:08:31 - loss: 0.0485 - accuracy: 0.9888
 270/1208 [=====>........................] - ETA: 2:08:22 - loss: 0.0484 - accuracy: 0.9888
 271/1208 [=====>........................] - ETA: 2:08:16 - loss: 0.0484 - accuracy: 0.9889
 272/1208 [=====>........................] - ETA: 2:08:11 - loss: 0.0485 - accuracy: 0.9889
 273/1208 [=====>........................] - ETA: 2:08:04 - loss: 0.0487 - accuracy: 0.9887
 274/1208 [=====>........................] - ETA: 2:07:59 - loss: 0.0486 - accuracy: 0.9888
 275/1208 [=====>........................] - ETA: 2:07:55 - loss: 0.0485 - accuracy: 0.9888
 276/1208 [=====>........................] - ETA: 2:07:49 - loss: 0.0485 - accuracy: 0.9888
 277/1208 [=====>........................] - ETA: 2:07:43 - loss: 0.0484 - accuracy: 0.9888
 278/1208 [=====>........................] - ETA: 2:07:31 - loss: 0.0483 - accuracy: 0.9889
 279/1208 [=====>........................] - ETA: 2:07:21 - loss: 0.0482 - accuracy: 0.9889
 280/1208 [=====>........................] - ETA: 2:07:14 - loss: 0.0482 - accuracy: 0.9890
 281/1208 [=====>........................] - ETA: 2:07:08 - loss: 0.0483 - accuracy: 0.9889
 282/1208 [======>.......................] - ETA: 2:07:00 - loss: 0.0483 - accuracy: 0.9889
 283/1208 [======>.......................] - ETA: 2:06:52 - loss: 0.0483 - accuracy: 0.9889
 284/1208 [======>.......................] - ETA: 2:06:46 - loss: 0.0483 - accuracy: 0.9889
 285/1208 [======>.......................] - ETA: 2:06:39 - loss: 0.0482 - accuracy: 0.9890
 286/1208 [======>.......................] - ETA: 2:06:32 - loss: 0.0482 - accuracy: 0.9890
 287/1208 [======>.......................] - ETA: 2:06:24 - loss: 0.0481 - accuracy: 0.9890
 288/1208 [======>.......................] - ETA: 2:06:18 - loss: 0.0480 - accuracy: 0.9890
 289/1208 [======>.......................] - ETA: 2:06:11 - loss: 0.0480 - accuracy: 0.9890
 290/1208 [======>.......................] - ETA: 2:06:02 - loss: 0.0480 - accuracy: 0.9891
 291/1208 [======>.......................] - ETA: 2:05:54 - loss: 0.0480 - accuracy: 0.9890
 292/1208 [======>.......................] - ETA: 2:05:49 - loss: 0.0482 - accuracy: 0.9890
 293/1208 [======>.......................] - ETA: 2:05:41 - loss: 0.0482 - accuracy: 0.9890
 294/1208 [======>.......................] - ETA: 2:05:34 - loss: 0.0481 - accuracy: 0.9890
 295/1208 [======>.......................] - ETA: 2:05:30 - loss: 0.0481 - accuracy: 0.9890
 296/1208 [======>.......................] - ETA: 2:05:23 - loss: 0.0482 - accuracy: 0.9890
 297/1208 [======>.......................] - ETA: 2:05:16 - loss: 0.0481 - accuracy: 0.9890
 298/1208 [======>.......................] - ETA: 2:05:12 - loss: 0.0481 - accuracy: 0.9890
 299/1208 [======>.......................] - ETA: 2:05:05 - loss: 0.0480 - accuracy: 0.9890
 300/1208 [======>.......................] - ETA: 2:04:58 - loss: 0.0481 - accuracy: 0.9890
 301/1208 [======>.......................] - ETA: 2:04:52 - loss: 0.0481 - accuracy: 0.9890
 302/1208 [======>.......................] - ETA: 2:04:47 - loss: 0.0480 - accuracy: 0.9889
 303/1208 [======>.......................] - ETA: 2:04:41 - loss: 0.0481 - accuracy: 0.9889
 304/1208 [======>.......................] - ETA: 2:04:36 - loss: 0.0481 - accuracy: 0.9889
 305/1208 [======>.......................] - ETA: 2:04:30 - loss: 0.0485 - accuracy: 0.9888
 306/1208 [======>.......................] - ETA: 2:04:25 - loss: 0.0484 - accuracy: 0.9888
 307/1208 [======>.......................] - ETA: 2:04:19 - loss: 0.0483 - accuracy: 0.9889
 308/1208 [======>.......................] - ETA: 2:04:12 - loss: 0.0486 - accuracy: 0.9888
 309/1208 [======>.......................] - ETA: 2:04:05 - loss: 0.0485 - accuracy: 0.9888
 310/1208 [======>.......................] - ETA: 2:04:01 - loss: 0.0484 - accuracy: 0.9889
 311/1208 [======>.......................] - ETA: 2:03:56 - loss: 0.0485 - accuracy: 0.9888
 312/1208 [======>.......................] - ETA: 2:03:50 - loss: 0.0486 - accuracy: 0.9888
 313/1208 [======>.......................] - ETA: 2:03:43 - loss: 0.0487 - accuracy: 0.9888
 314/1208 [======>.......................] - ETA: 2:03:36 - loss: 0.0486 - accuracy: 0.9888
 315/1208 [======>.......................] - ETA: 2:03:30 - loss: 0.0486 - accuracy: 0.9888
 316/1208 [======>.......................] - ETA: 2:03:22 - loss: 0.0486 - accuracy: 0.9888
 317/1208 [======>.......................] - ETA: 2:03:15 - loss: 0.0485 - accuracy: 0.9888
 318/1208 [======>.......................] - ETA: 2:03:08 - loss: 0.0487 - accuracy: 0.9888
 319/1208 [======>.......................] - ETA: 2:03:02 - loss: 0.0486 - accuracy: 0.9888
 320/1208 [======>.......................] - ETA: 2:02:54 - loss: 0.0485 - accuracy: 0.9888
 321/1208 [======>.......................] - ETA: 2:02:46 - loss: 0.0484 - accuracy: 0.9889
 322/1208 [======>.......................] - ETA: 2:02:40 - loss: 0.0484 - accuracy: 0.9889
 323/1208 [=======>......................] - ETA: 2:02:30 - loss: 0.0483 - accuracy: 0.9889
 324/1208 [=======>......................] - ETA: 2:02:24 - loss: 0.0483 - accuracy: 0.9889
 325/1208 [=======>......................] - ETA: 2:02:16 - loss: 0.0482 - accuracy: 0.9889
 326/1208 [=======>......................] - ETA: 2:02:09 - loss: 0.0482 - accuracy: 0.9890
 327/1208 [=======>......................] - ETA: 2:02:01 - loss: 0.0481 - accuracy: 0.9890
 328/1208 [=======>......................] - ETA: 2:01:51 - loss: 0.0480 - accuracy: 0.9890
 329/1208 [=======>......................] - ETA: 2:01:43 - loss: 0.0480 - accuracy: 0.9890
 330/1208 [=======>......................] - ETA: 2:01:35 - loss: 0.0479 - accuracy: 0.9891
 331/1208 [=======>......................] - ETA: 2:01:24 - loss: 0.0479 - accuracy: 0.9891
 332/1208 [=======>......................] - ETA: 2:01:17 - loss: 0.0479 - accuracy: 0.9891
 333/1208 [=======>......................] - ETA: 2:01:06 - loss: 0.0478 - accuracy: 0.9892
 334/1208 [=======>......................] - ETA: 2:00:54 - loss: 0.0481 - accuracy: 0.9891
 335/1208 [=======>......................] - ETA: 2:00:43 - loss: 0.0481 - accuracy: 0.9891
 336/1208 [=======>......................] - ETA: 2:00:32 - loss: 0.0480 - accuracy: 0.9892
 337/1208 [=======>......................] - ETA: 2:00:21 - loss: 0.0480 - accuracy: 0.9892
 338/1208 [=======>......................] - ETA: 2:00:10 - loss: 0.0479 - accuracy: 0.9892
 339/1208 [=======>......................] - ETA: 2:00:00 - loss: 0.0479 - accuracy: 0.9891
 340/1208 [=======>......................] - ETA: 1:59:48 - loss: 0.0479 - accuracy: 0.9892
 341/1208 [=======>......................] - ETA: 1:59:36 - loss: 0.0478 - accuracy: 0.9892
 342/1208 [=======>......................] - ETA: 1:59:25 - loss: 0.0478 - accuracy: 0.9892
 343/1208 [=======>......................] - ETA: 1:59:14 - loss: 0.0478 - accuracy: 0.9892
 344/1208 [=======>......................] - ETA: 1:59:02 - loss: 0.0480 - accuracy: 0.9891
 345/1208 [=======>......................] - ETA: 1:58:51 - loss: 0.0479 - accuracy: 0.9892
 346/1208 [=======>......................] - ETA: 1:58:39 - loss: 0.0479 - accuracy: 0.9892
 347/1208 [=======>......................] - ETA: 1:58:27 - loss: 0.0478 - accuracy: 0.9892
 348/1208 [=======>......................] - ETA: 1:58:15 - loss: 0.0477 - accuracy: 0.9893
 349/1208 [=======>......................] - ETA: 1:58:02 - loss: 0.0477 - accuracy: 0.9893
 350/1208 [=======>......................] - ETA: 1:57:50 - loss: 0.0476 - accuracy: 0.9893
 351/1208 [=======>......................] - ETA: 1:57:39 - loss: 0.0476 - accuracy: 0.9893
 352/1208 [=======>......................] - ETA: 1:57:25 - loss: 0.0477 - accuracy: 0.9892
 353/1208 [=======>......................] - ETA: 1:57:12 - loss: 0.0476 - accuracy: 0.9892
 354/1208 [=======>......................] - ETA: 1:57:00 - loss: 0.0479 - accuracy: 0.9891
 355/1208 [=======>......................] - ETA: 1:56:48 - loss: 0.0479 - accuracy: 0.9891
 356/1208 [=======>......................] - ETA: 1:56:35 - loss: 0.0478 - accuracy: 0.9891
 357/1208 [=======>......................] - ETA: 1:56:23 - loss: 0.0478 - accuracy: 0.9891
 358/1208 [=======>......................] - ETA: 1:56:10 - loss: 0.0479 - accuracy: 0.9890
 359/1208 [=======>......................] - ETA: 1:55:58 - loss: 0.0480 - accuracy: 0.9889
 360/1208 [=======>......................] - ETA: 1:55:47 - loss: 0.0479 - accuracy: 0.9890
 361/1208 [=======>......................] - ETA: 1:55:37 - loss: 0.0480 - accuracy: 0.9889
 362/1208 [=======>......................] - ETA: 1:55:29 - loss: 0.0479 - accuracy: 0.9890
 363/1208 [========>.....................] - ETA: 1:55:20 - loss: 0.0481 - accuracy: 0.9889
 364/1208 [========>.....................] - ETA: 1:55:11 - loss: 0.0480 - accuracy: 0.9890
 365/1208 [========>.....................] - ETA: 1:55:02 - loss: 0.0483 - accuracy: 0.9889
 366/1208 [========>.....................] - ETA: 1:54:56 - loss: 0.0481 - accuracy: 0.9889
 367/1208 [========>.....................] - ETA: 1:54:49 - loss: 0.0482 - accuracy: 0.9889
 368/1208 [========>.....................] - ETA: 1:54:42 - loss: 0.0481 - accuracy: 0.9889
 369/1208 [========>.....................] - ETA: 1:54:37 - loss: 0.0481 - accuracy: 0.9889
 370/1208 [========>.....................] - ETA: 1:54:29 - loss: 0.0480 - accuracy: 0.9890
 371/1208 [========>.....................] - ETA: 1:54:22 - loss: 0.0480 - accuracy: 0.9890
 372/1208 [========>.....................] - ETA: 1:54:14 - loss: 0.0481 - accuracy: 0.9889
 373/1208 [========>.....................] - ETA: 1:54:09 - loss: 0.0480 - accuracy: 0.9889
 374/1208 [========>.....................] - ETA: 1:54:03 - loss: 0.0480 - accuracy: 0.9889
 375/1208 [========>.....................] - ETA: 1:53:56 - loss: 0.0483 - accuracy: 0.9889
 376/1208 [========>.....................] - ETA: 1:53:51 - loss: 0.0482 - accuracy: 0.9889
 377/1208 [========>.....................] - ETA: 1:53:44 - loss: 0.0482 - accuracy: 0.9889
 378/1208 [========>.....................] - ETA: 1:53:38 - loss: 0.0482 - accuracy: 0.9889
 379/1208 [========>.....................] - ETA: 1:53:31 - loss: 0.0481 - accuracy: 0.9890
 380/1208 [========>.....................] - ETA: 1:53:25 - loss: 0.0480 - accuracy: 0.9890
 381/1208 [========>.....................] - ETA: 1:53:18 - loss: 0.0482 - accuracy: 0.9890
 382/1208 [========>.....................] - ETA: 1:53:12 - loss: 0.0482 - accuracy: 0.9890
 383/1208 [========>.....................] - ETA: 1:53:05 - loss: 0.0482 - accuracy: 0.9890
 384/1208 [========>.....................] - ETA: 1:52:58 - loss: 0.0481 - accuracy: 0.9890
 385/1208 [========>.....................] - ETA: 1:52:51 - loss: 0.0481 - accuracy: 0.9890
 386/1208 [========>.....................] - ETA: 1:52:43 - loss: 0.0481 - accuracy: 0.9890
 387/1208 [========>.....................] - ETA: 1:52:38 - loss: 0.0481 - accuracy: 0.9890
 388/1208 [========>.....................] - ETA: 1:52:30 - loss: 0.0480 - accuracy: 0.9890
 389/1208 [========>.....................] - ETA: 1:52:22 - loss: 0.0480 - accuracy: 0.9891
 390/1208 [========>.....................] - ETA: 1:52:14 - loss: 0.0479 - accuracy: 0.9891
 391/1208 [========>.....................] - ETA: 1:52:08 - loss: 0.0479 - accuracy: 0.9891
 392/1208 [========>.....................] - ETA: 1:52:01 - loss: 0.0478 - accuracy: 0.9892
 393/1208 [========>.....................] - ETA: 1:51:53 - loss: 0.0478 - accuracy: 0.9892
 394/1208 [========>.....................] - ETA: 1:51:47 - loss: 0.0477 - accuracy: 0.9892
 395/1208 [========>.....................] - ETA: 1:51:39 - loss: 0.0477 - accuracy: 0.9892
 396/1208 [========>.....................] - ETA: 1:51:32 - loss: 0.0479 - accuracy: 0.9892
 397/1208 [========>.....................] - ETA: 1:51:26 - loss: 0.0479 - accuracy: 0.9892
 398/1208 [========>.....................] - ETA: 1:51:18 - loss: 0.0481 - accuracy: 0.9892
 399/1208 [========>.....................] - ETA: 1:51:11 - loss: 0.0481 - accuracy: 0.9892
 400/1208 [========>.....................] - ETA: 1:51:04 - loss: 0.0481 - accuracy: 0.9892
 401/1208 [========>.....................] - ETA: 1:50:58 - loss: 0.0480 - accuracy: 0.9892
 402/1208 [========>.....................] - ETA: 1:50:50 - loss: 0.0480 - accuracy: 0.9892
 403/1208 [=========>....................] - ETA: 1:50:42 - loss: 0.0479 - accuracy: 0.9892
 404/1208 [=========>....................] - ETA: 1:50:35 - loss: 0.0479 - accuracy: 0.9892
 405/1208 [=========>....................] - ETA: 1:50:29 - loss: 0.0480 - accuracy: 0.9892
 406/1208 [=========>....................] - ETA: 1:50:23 - loss: 0.0480 - accuracy: 0.9892
 407/1208 [=========>....................] - ETA: 1:50:16 - loss: 0.0480 - accuracy: 0.9892
 408/1208 [=========>....................] - ETA: 1:50:10 - loss: 0.0480 - accuracy: 0.9892
 409/1208 [=========>....................] - ETA: 1:50:02 - loss: 0.0481 - accuracy: 0.9892
 410/1208 [=========>....................] - ETA: 1:49:56 - loss: 0.0480 - accuracy: 0.9893
 411/1208 [=========>....................] - ETA: 1:49:48 - loss: 0.0479 - accuracy: 0.9893
 412/1208 [=========>....................] - ETA: 1:49:42 - loss: 0.0481 - accuracy: 0.9893
 413/1208 [=========>....................] - ETA: 1:49:35 - loss: 0.0481 - accuracy: 0.9893
 414/1208 [=========>....................] - ETA: 1:49:29 - loss: 0.0482 - accuracy: 0.9892
 415/1208 [=========>....................] - ETA: 1:49:22 - loss: 0.0481 - accuracy: 0.9893
 416/1208 [=========>....................] - ETA: 1:49:16 - loss: 0.0481 - accuracy: 0.9893
 417/1208 [=========>....................] - ETA: 1:49:09 - loss: 0.0481 - accuracy: 0.9893
 418/1208 [=========>....................] - ETA: 1:49:03 - loss: 0.0480 - accuracy: 0.9893
 419/1208 [=========>....................] - ETA: 1:48:55 - loss: 0.0480 - accuracy: 0.9893
 420/1208 [=========>....................] - ETA: 1:48:48 - loss: 0.0480 - accuracy: 0.9893
 421/1208 [=========>....................] - ETA: 1:48:42 - loss: 0.0480 - accuracy: 0.9893
 422/1208 [=========>....................] - ETA: 1:48:35 - loss: 0.0479 - accuracy: 0.9893
 423/1208 [=========>....................] - ETA: 1:48:27 - loss: 0.0479 - accuracy: 0.9893
 424/1208 [=========>....................] - ETA: 1:48:21 - loss: 0.0479 - accuracy: 0.9893
 425/1208 [=========>....................] - ETA: 1:48:14 - loss: 0.0480 - accuracy: 0.9893
 426/1208 [=========>....................] - ETA: 1:48:07 - loss: 0.0479 - accuracy: 0.9893
 427/1208 [=========>....................] - ETA: 1:47:58 - loss: 0.0479 - accuracy: 0.9893
 428/1208 [=========>....................] - ETA: 1:47:50 - loss: 0.0479 - accuracy: 0.9893
 429/1208 [=========>....................] - ETA: 1:47:43 - loss: 0.0478 - accuracy: 0.9893
 430/1208 [=========>....................] - ETA: 1:47:34 - loss: 0.0478 - accuracy: 0.9894
 431/1208 [=========>....................] - ETA: 1:47:26 - loss: 0.0478 - accuracy: 0.9893
 432/1208 [=========>....................] - ETA: 1:47:18 - loss: 0.0478 - accuracy: 0.9893
 433/1208 [=========>....................] - ETA: 1:47:10 - loss: 0.0477 - accuracy: 0.9894
 434/1208 [=========>....................] - ETA: 1:47:04 - loss: 0.0478 - accuracy: 0.9893
 435/1208 [=========>....................] - ETA: 1:46:55 - loss: 0.0478 - accuracy: 0.9893
 436/1208 [=========>....................] - ETA: 1:46:48 - loss: 0.0477 - accuracy: 0.9893
 437/1208 [=========>....................] - ETA: 1:46:41 - loss: 0.0477 - accuracy: 0.9893
 438/1208 [=========>....................] - ETA: 1:46:33 - loss: 0.0478 - accuracy: 0.9893
 439/1208 [=========>....................] - ETA: 1:46:25 - loss: 0.0478 - accuracy: 0.9893
 440/1208 [=========>....................] - ETA: 1:46:16 - loss: 0.0477 - accuracy: 0.9893
 441/1208 [=========>....................] - ETA: 1:46:09 - loss: 0.0477 - accuracy: 0.9893
 442/1208 [=========>....................] - ETA: 1:46:02 - loss: 0.0477 - accuracy: 0.9893
 443/1208 [==========>...................] - ETA: 1:45:53 - loss: 0.0477 - accuracy: 0.9893
 444/1208 [==========>...................] - ETA: 1:45:45 - loss: 0.0477 - accuracy: 0.9893
 445/1208 [==========>...................] - ETA: 1:45:36 - loss: 0.0477 - accuracy: 0.9893
 446/1208 [==========>...................] - ETA: 1:45:25 - loss: 0.0477 - accuracy: 0.9893
 447/1208 [==========>...................] - ETA: 1:45:15 - loss: 0.0476 - accuracy: 0.9893
 448/1208 [==========>...................] - ETA: 1:45:05 - loss: 0.0476 - accuracy: 0.9893
 449/1208 [==========>...................] - ETA: 1:44:55 - loss: 0.0475 - accuracy: 0.9893
 450/1208 [==========>...................] - ETA: 1:44:45 - loss: 0.0475 - accuracy: 0.9893
 451/1208 [==========>...................] - ETA: 1:44:35 - loss: 0.0475 - accuracy: 0.9893
 452/1208 [==========>...................] - ETA: 1:44:25 - loss: 0.0475 - accuracy: 0.9893
 453/1208 [==========>...................] - ETA: 1:44:15 - loss: 0.0475 - accuracy: 0.9893
 454/1208 [==========>...................] - ETA: 1:44:05 - loss: 0.0476 - accuracy: 0.9892
 455/1208 [==========>...................] - ETA: 1:43:55 - loss: 0.0476 - accuracy: 0.9892
 456/1208 [==========>...................] - ETA: 1:43:44 - loss: 0.0476 - accuracy: 0.9892
 457/1208 [==========>...................] - ETA: 1:43:34 - loss: 0.0476 - accuracy: 0.9892
 458/1208 [==========>...................] - ETA: 1:43:24 - loss: 0.0476 - accuracy: 0.9892
 459/1208 [==========>...................] - ETA: 1:43:14 - loss: 0.0479 - accuracy: 0.9891
 460/1208 [==========>...................] - ETA: 1:43:04 - loss: 0.0479 - accuracy: 0.9891
 461/1208 [==========>...................] - ETA: 1:42:53 - loss: 0.0478 - accuracy: 0.9892
 462/1208 [==========>...................] - ETA: 1:42:42 - loss: 0.0477 - accuracy: 0.9892
 463/1208 [==========>...................] - ETA: 1:42:31 - loss: 0.0477 - accuracy: 0.9892
 464/1208 [==========>...................] - ETA: 1:42:20 - loss: 0.0476 - accuracy: 0.9892
 465/1208 [==========>...................] - ETA: 1:42:09 - loss: 0.0477 - accuracy: 0.9892
 466/1208 [==========>...................] - ETA: 1:41:59 - loss: 0.0477 - accuracy: 0.9892
 467/1208 [==========>...................] - ETA: 1:41:48 - loss: 0.0477 - accuracy: 0.9892
 468/1208 [==========>...................] - ETA: 1:41:37 - loss: 0.0476 - accuracy: 0.9892
 469/1208 [==========>...................] - ETA: 1:41:26 - loss: 0.0477 - accuracy: 0.9891
 470/1208 [==========>...................] - ETA: 1:41:15 - loss: 0.0477 - accuracy: 0.9891
 471/1208 [==========>...................] - ETA: 1:41:04 - loss: 0.0476 - accuracy: 0.9892
 472/1208 [==========>...................] - ETA: 1:40:53 - loss: 0.0476 - accuracy: 0.9891
 473/1208 [==========>...................] - ETA: 1:40:43 - loss: 0.0478 - accuracy: 0.9891
 474/1208 [==========>...................] - ETA: 1:40:32 - loss: 0.0478 - accuracy: 0.9891
 475/1208 [==========>...................] - ETA: 1:40:23 - loss: 0.0477 - accuracy: 0.9891
 476/1208 [==========>...................] - ETA: 1:40:15 - loss: 0.0478 - accuracy: 0.9890
 477/1208 [==========>...................] - ETA: 1:40:08 - loss: 0.0481 - accuracy: 0.9890
 478/1208 [==========>...................] - ETA: 1:40:01 - loss: 0.0480 - accuracy: 0.9890
 479/1208 [==========>...................] - ETA: 1:39:56 - loss: 0.0480 - accuracy: 0.9890
 480/1208 [==========>...................] - ETA: 1:39:49 - loss: 0.0481 - accuracy: 0.9890
 481/1208 [==========>...................] - ETA: 1:39:42 - loss: 0.0481 - accuracy: 0.9890
 482/1208 [==========>...................] - ETA: 1:39:36 - loss: 0.0480 - accuracy: 0.9890
 483/1208 [==========>...................] - ETA: 1:39:28 - loss: 0.0482 - accuracy: 0.9890
 484/1208 [===========>..................] - ETA: 1:39:20 - loss: 0.0481 - accuracy: 0.9890
 485/1208 [===========>..................] - ETA: 1:39:13 - loss: 0.0482 - accuracy: 0.9890
 486/1208 [===========>..................] - ETA: 1:39:06 - loss: 0.0481 - accuracy: 0.9890
 487/1208 [===========>..................] - ETA: 1:39:00 - loss: 0.0481 - accuracy: 0.9890
 488/1208 [===========>..................] - ETA: 1:38:52 - loss: 0.0481 - accuracy: 0.9890
 489/1208 [===========>..................] - ETA: 1:38:45 - loss: 0.0481 - accuracy: 0.9890
 490/1208 [===========>..................] - ETA: 1:38:38 - loss: 0.0481 - accuracy: 0.9890
 491/1208 [===========>..................] - ETA: 1:38:32 - loss: 0.0480 - accuracy: 0.9891
 492/1208 [===========>..................] - ETA: 1:38:24 - loss: 0.0480 - accuracy: 0.9891
 493/1208 [===========>..................] - ETA: 1:38:18 - loss: 0.0481 - accuracy: 0.9891
 494/1208 [===========>..................] - ETA: 1:38:11 - loss: 0.0481 - accuracy: 0.9891
 495/1208 [===========>..................] - ETA: 1:38:03 - loss: 0.0482 - accuracy: 0.9890
 496/1208 [===========>..................] - ETA: 1:37:56 - loss: 0.0481 - accuracy: 0.9890
 497/1208 [===========>..................] - ETA: 1:37:48 - loss: 0.0481 - accuracy: 0.9891
 498/1208 [===========>..................] - ETA: 1:37:40 - loss: 0.0481 - accuracy: 0.9890
 499/1208 [===========>..................] - ETA: 1:37:34 - loss: 0.0482 - accuracy: 0.9890
 500/1208 [===========>..................] - ETA: 1:37:27 - loss: 0.0482 - accuracy: 0.9891
 501/1208 [===========>..................] - ETA: 1:37:18 - loss: 0.0481 - accuracy: 0.9891
 502/1208 [===========>..................] - ETA: 1:37:11 - loss: 0.0482 - accuracy: 0.9890
 503/1208 [===========>..................] - ETA: 1:37:03 - loss: 0.0482 - accuracy: 0.9891
 504/1208 [===========>..................] - ETA: 1:36:54 - loss: 0.0482 - accuracy: 0.9891
 505/1208 [===========>..................] - ETA: 1:36:46 - loss: 0.0481 - accuracy: 0.9891
 506/1208 [===========>..................] - ETA: 1:36:38 - loss: 0.0481 - accuracy: 0.9891
 507/1208 [===========>..................] - ETA: 1:36:31 - loss: 0.0481 - accuracy: 0.9891
 508/1208 [===========>..................] - ETA: 1:36:23 - loss: 0.0480 - accuracy: 0.9891
 509/1208 [===========>..................] - ETA: 1:36:15 - loss: 0.0481 - accuracy: 0.9891
 510/1208 [===========>..................] - ETA: 1:36:08 - loss: 0.0481 - accuracy: 0.9891
 511/1208 [===========>..................] - ETA: 1:36:00 - loss: 0.0480 - accuracy: 0.9891
 512/1208 [===========>..................] - ETA: 1:35:53 - loss: 0.0480 - accuracy: 0.9891
 513/1208 [===========>..................] - ETA: 1:35:45 - loss: 0.0480 - accuracy: 0.9891
 514/1208 [===========>..................] - ETA: 1:35:39 - loss: 0.0480 - accuracy: 0.9891
 515/1208 [===========>..................] - ETA: 1:35:31 - loss: 0.0480 - accuracy: 0.9891
 516/1208 [===========>..................] - ETA: 1:35:24 - loss: 0.0479 - accuracy: 0.9892
 517/1208 [===========>..................] - ETA: 1:35:17 - loss: 0.0480 - accuracy: 0.9891
 518/1208 [===========>..................] - ETA: 1:35:09 - loss: 0.0480 - accuracy: 0.9891
 519/1208 [===========>..................] - ETA: 1:35:02 - loss: 0.0479 - accuracy: 0.9891
 520/1208 [===========>..................] - ETA: 1:34:55 - loss: 0.0479 - accuracy: 0.9891
 521/1208 [===========>..................] - ETA: 1:34:48 - loss: 0.0480 - accuracy: 0.9891
 522/1208 [===========>..................] - ETA: 1:34:40 - loss: 0.0480 - accuracy: 0.9891
 523/1208 [===========>..................] - ETA: 1:34:33 - loss: 0.0479 - accuracy: 0.9891
 524/1208 [============>.................] - ETA: 1:34:26 - loss: 0.0479 - accuracy: 0.9891
 525/1208 [============>.................] - ETA: 1:34:19 - loss: 0.0479 - accuracy: 0.9891
 526/1208 [============>.................] - ETA: 1:34:12 - loss: 0.0479 - accuracy: 0.9891
 527/1208 [============>.................] - ETA: 1:34:05 - loss: 0.0479 - accuracy: 0.9891
 528/1208 [============>.................] - ETA: 1:33:57 - loss: 0.0478 - accuracy: 0.9891
 529/1208 [============>.................] - ETA: 1:33:50 - loss: 0.0478 - accuracy: 0.9892
 530/1208 [============>.................] - ETA: 1:33:42 - loss: 0.0477 - accuracy: 0.9892
 531/1208 [============>.................] - ETA: 1:33:35 - loss: 0.0477 - accuracy: 0.9892
 532/1208 [============>.................] - ETA: 1:33:27 - loss: 0.0476 - accuracy: 0.9892
 533/1208 [============>.................] - ETA: 1:33:20 - loss: 0.0476 - accuracy: 0.9892
 534/1208 [============>.................] - ETA: 1:33:12 - loss: 0.0476 - accuracy: 0.9892
 535/1208 [============>.................] - ETA: 1:33:04 - loss: 0.0475 - accuracy: 0.9892
 536/1208 [============>.................] - ETA: 1:32:56 - loss: 0.0475 - accuracy: 0.9892
 537/1208 [============>.................] - ETA: 1:32:48 - loss: 0.0476 - accuracy: 0.9892
 538/1208 [============>.................] - ETA: 1:32:40 - loss: 0.0476 - accuracy: 0.9892
 539/1208 [============>.................] - ETA: 1:32:32 - loss: 0.0475 - accuracy: 0.9892
 540/1208 [============>.................] - ETA: 1:32:25 - loss: 0.0475 - accuracy: 0.9892
 541/1208 [============>.................] - ETA: 1:32:17 - loss: 0.0475 - accuracy: 0.9892
 542/1208 [============>.................] - ETA: 1:32:08 - loss: 0.0475 - accuracy: 0.9892
 543/1208 [============>.................] - ETA: 1:32:01 - loss: 0.0475 - accuracy: 0.9892
 544/1208 [============>.................] - ETA: 1:31:54 - loss: 0.0475 - accuracy: 0.9892
 545/1208 [============>.................] - ETA: 1:31:46 - loss: 0.0474 - accuracy: 0.9892
 546/1208 [============>.................] - ETA: 1:31:39 - loss: 0.0474 - accuracy: 0.9893
 547/1208 [============>.................] - ETA: 1:31:32 - loss: 0.0473 - accuracy: 0.9893
 548/1208 [============>.................] - ETA: 1:31:24 - loss: 0.0474 - accuracy: 0.9893
 549/1208 [============>.................] - ETA: 1:31:16 - loss: 0.0474 - accuracy: 0.9893
 550/1208 [============>.................] - ETA: 1:31:09 - loss: 0.0473 - accuracy: 0.9893
 551/1208 [============>.................] - ETA: 1:31:01 - loss: 0.0474 - accuracy: 0.9893
 552/1208 [============>.................] - ETA: 1:30:54 - loss: 0.0473 - accuracy: 0.9893
 553/1208 [============>.................] - ETA: 1:30:47 - loss: 0.0474 - accuracy: 0.9892
 554/1208 [============>.................] - ETA: 1:30:39 - loss: 0.0474 - accuracy: 0.9893
 555/1208 [============>.................] - ETA: 1:30:32 - loss: 0.0474 - accuracy: 0.9892
 556/1208 [============>.................] - ETA: 1:30:25 - loss: 0.0474 - accuracy: 0.9892
 557/1208 [============>.................] - ETA: 1:30:18 - loss: 0.0475 - accuracy: 0.9892
 558/1208 [============>.................] - ETA: 1:30:09 - loss: 0.0474 - accuracy: 0.9892
 559/1208 [============>.................] - ETA: 1:30:01 - loss: 0.0474 - accuracy: 0.9893
 560/1208 [============>.................] - ETA: 1:29:51 - loss: 0.0473 - accuracy: 0.9893
 561/1208 [============>.................] - ETA: 1:29:42 - loss: 0.0474 - accuracy: 0.9893
 562/1208 [============>.................] - ETA: 1:29:32 - loss: 0.0473 - accuracy: 0.9893
 563/1208 [============>.................] - ETA: 1:29:23 - loss: 0.0473 - accuracy: 0.9893
 564/1208 [=============>................] - ETA: 1:29:13 - loss: 0.0473 - accuracy: 0.9893
 565/1208 [=============>................] - ETA: 1:29:03 - loss: 0.0473 - accuracy: 0.9893
 566/1208 [=============>................] - ETA: 1:28:53 - loss: 0.0473 - accuracy: 0.9893
 567/1208 [=============>................] - ETA: 1:28:43 - loss: 0.0473 - accuracy: 0.9893
 568/1208 [=============>................] - ETA: 1:28:33 - loss: 0.0473 - accuracy: 0.9893
 569/1208 [=============>................] - ETA: 1:28:24 - loss: 0.0472 - accuracy: 0.9893
 570/1208 [=============>................] - ETA: 1:28:13 - loss: 0.0472 - accuracy: 0.9893
 571/1208 [=============>................] - ETA: 1:28:03 - loss: 0.0472 - accuracy: 0.9893
 572/1208 [=============>................] - ETA: 1:27:53 - loss: 0.0472 - accuracy: 0.9893
 573/1208 [=============>................] - ETA: 1:27:43 - loss: 0.0473 - accuracy: 0.9893
 574/1208 [=============>................] - ETA: 1:27:33 - loss: 0.0473 - accuracy: 0.9893
 575/1208 [=============>................] - ETA: 1:27:23 - loss: 0.0473 - accuracy: 0.9893
 576/1208 [=============>................] - ETA: 1:27:13 - loss: 0.0472 - accuracy: 0.9893
 577/1208 [=============>................] - ETA: 1:27:03 - loss: 0.0472 - accuracy: 0.9893
 578/1208 [=============>................] - ETA: 1:26:52 - loss: 0.0473 - accuracy: 0.9893
 579/1208 [=============>................] - ETA: 1:26:42 - loss: 0.0473 - accuracy: 0.9893
 580/1208 [=============>................] - ETA: 1:26:32 - loss: 0.0473 - accuracy: 0.9893
 581/1208 [=============>................] - ETA: 1:26:22 - loss: 0.0474 - accuracy: 0.9893
 582/1208 [=============>................] - ETA: 1:26:12 - loss: 0.0474 - accuracy: 0.9893
 583/1208 [=============>................] - ETA: 1:26:01 - loss: 0.0474 - accuracy: 0.9893
 584/1208 [=============>................] - ETA: 1:25:51 - loss: 0.0474 - accuracy: 0.9892
 585/1208 [=============>................] - ETA: 1:25:41 - loss: 0.0474 - accuracy: 0.9893
 586/1208 [=============>................] - ETA: 1:25:31 - loss: 0.0473 - accuracy: 0.9893
 587/1208 [=============>................] - ETA: 1:25:21 - loss: 0.0474 - accuracy: 0.9893
 588/1208 [=============>................] - ETA: 1:25:12 - loss: 0.0475 - accuracy: 0.9892
 589/1208 [=============>................] - ETA: 1:25:02 - loss: 0.0474 - accuracy: 0.9892
 590/1208 [=============>................] - ETA: 1:24:53 - loss: 0.0474 - accuracy: 0.9892
 591/1208 [=============>................] - ETA: 1:24:45 - loss: 0.0474 - accuracy: 0.9892
 592/1208 [=============>................] - ETA: 1:24:37 - loss: 0.0474 - accuracy: 0.9892
 593/1208 [=============>................] - ETA: 1:24:29 - loss: 0.0473 - accuracy: 0.9892
 594/1208 [=============>................] - ETA: 1:24:23 - loss: 0.0473 - accuracy: 0.9892
 595/1208 [=============>................] - ETA: 1:24:15 - loss: 0.0473 - accuracy: 0.9892
 596/1208 [=============>................] - ETA: 1:24:08 - loss: 0.0473 - accuracy: 0.9892
 597/1208 [=============>................] - ETA: 1:24:00 - loss: 0.0473 - accuracy: 0.9892
 598/1208 [=============>................] - ETA: 1:23:53 - loss: 0.0473 - accuracy: 0.9892
 599/1208 [=============>................] - ETA: 1:23:45 - loss: 0.0474 - accuracy: 0.9892
 600/1208 [=============>................] - ETA: 1:23:37 - loss: 0.0475 - accuracy: 0.9892
 601/1208 [=============>................] - ETA: 1:23:30 - loss: 0.0476 - accuracy: 0.9891
 602/1208 [=============>................] - ETA: 1:23:23 - loss: 0.0475 - accuracy: 0.9892
 603/1208 [=============>................] - ETA: 1:23:15 - loss: 0.0474 - accuracy: 0.9892
 604/1208 [==============>...............] - ETA: 1:23:08 - loss: 0.0475 - accuracy: 0.9892
 605/1208 [==============>...............] - ETA: 1:23:01 - loss: 0.0474 - accuracy: 0.9892
 606/1208 [==============>...............] - ETA: 1:22:53 - loss: 0.0475 - accuracy: 0.9891
 607/1208 [==============>...............] - ETA: 1:22:45 - loss: 0.0475 - accuracy: 0.9892
 608/1208 [==============>...............] - ETA: 1:22:38 - loss: 0.0474 - accuracy: 0.9892
 609/1208 [==============>...............] - ETA: 1:22:30 - loss: 0.0474 - accuracy: 0.9892
 610/1208 [==============>...............] - ETA: 1:22:22 - loss: 0.0476 - accuracy: 0.9891
 611/1208 [==============>...............] - ETA: 1:22:14 - loss: 0.0476 - accuracy: 0.9891
 612/1208 [==============>...............] - ETA: 1:22:06 - loss: 0.0476 - accuracy: 0.9891
 613/1208 [==============>...............] - ETA: 1:21:59 - loss: 0.0476 - accuracy: 0.9891
 614/1208 [==============>...............] - ETA: 1:21:51 - loss: 0.0476 - accuracy: 0.9891
 615/1208 [==============>...............] - ETA: 1:21:43 - loss: 0.0476 - accuracy: 0.9891
 616/1208 [==============>...............] - ETA: 1:21:35 - loss: 0.0475 - accuracy: 0.9891
 617/1208 [==============>...............] - ETA: 1:21:27 - loss: 0.0476 - accuracy: 0.9891
 618/1208 [==============>...............] - ETA: 1:21:19 - loss: 0.0476 - accuracy: 0.9891
 619/1208 [==============>...............] - ETA: 1:21:11 - loss: 0.0477 - accuracy: 0.9890
 620/1208 [==============>...............] - ETA: 1:21:04 - loss: 0.0477 - accuracy: 0.9890
 621/1208 [==============>...............] - ETA: 1:20:56 - loss: 0.0476 - accuracy: 0.9891
 622/1208 [==============>...............] - ETA: 1:20:48 - loss: 0.0476 - accuracy: 0.9891
 623/1208 [==============>...............] - ETA: 1:20:40 - loss: 0.0476 - accuracy: 0.9891
 624/1208 [==============>...............] - ETA: 1:20:32 - loss: 0.0476 - accuracy: 0.9891
 625/1208 [==============>...............] - ETA: 1:20:25 - loss: 0.0476 - accuracy: 0.9891
 626/1208 [==============>...............] - ETA: 1:20:17 - loss: 0.0476 - accuracy: 0.9891
 627/1208 [==============>...............] - ETA: 1:20:10 - loss: 0.0475 - accuracy: 0.9891
 628/1208 [==============>...............] - ETA: 1:20:01 - loss: 0.0475 - accuracy: 0.9891
 629/1208 [==============>...............] - ETA: 1:19:54 - loss: 0.0476 - accuracy: 0.9891
 630/1208 [==============>...............] - ETA: 1:19:46 - loss: 0.0475 - accuracy: 0.9891
 631/1208 [==============>...............] - ETA: 1:19:38 - loss: 0.0475 - accuracy: 0.9891
 632/1208 [==============>...............] - ETA: 1:19:31 - loss: 0.0475 - accuracy: 0.9891
 633/1208 [==============>...............] - ETA: 1:19:23 - loss: 0.0474 - accuracy: 0.9891
 634/1208 [==============>...............] - ETA: 1:19:16 - loss: 0.0475 - accuracy: 0.9891
 635/1208 [==============>...............] - ETA: 1:19:08 - loss: 0.0475 - accuracy: 0.9891
 636/1208 [==============>...............] - ETA: 1:19:00 - loss: 0.0474 - accuracy: 0.9891
 637/1208 [==============>...............] - ETA: 1:18:53 - loss: 0.0474 - accuracy: 0.9891
 638/1208 [==============>...............] - ETA: 1:18:45 - loss: 0.0474 - accuracy: 0.9891
 639/1208 [==============>...............] - ETA: 1:18:37 - loss: 0.0474 - accuracy: 0.9891
 640/1208 [==============>...............] - ETA: 1:18:30 - loss: 0.0474 - accuracy: 0.9891
 641/1208 [==============>...............] - ETA: 1:18:21 - loss: 0.0474 - accuracy: 0.9892
 642/1208 [==============>...............] - ETA: 1:18:14 - loss: 0.0473 - accuracy: 0.9892
 643/1208 [==============>...............] - ETA: 1:18:06 - loss: 0.0473 - accuracy: 0.9892
 644/1208 [==============>...............] - ETA: 1:17:58 - loss: 0.0473 - accuracy: 0.9892
 645/1208 [===============>..............] - ETA: 1:17:50 - loss: 0.0473 - accuracy: 0.9891
 646/1208 [===============>..............] - ETA: 1:17:42 - loss: 0.0473 - accuracy: 0.9891
 647/1208 [===============>..............] - ETA: 1:17:34 - loss: 0.0472 - accuracy: 0.9892
 648/1208 [===============>..............] - ETA: 1:17:26 - loss: 0.0472 - accuracy: 0.9891
 649/1208 [===============>..............] - ETA: 1:17:18 - loss: 0.0472 - accuracy: 0.9891
 650/1208 [===============>..............] - ETA: 1:17:10 - loss: 0.0472 - accuracy: 0.9892
 651/1208 [===============>..............] - ETA: 1:17:02 - loss: 0.0472 - accuracy: 0.9892
 652/1208 [===============>..............] - ETA: 1:16:53 - loss: 0.0472 - accuracy: 0.9891
 653/1208 [===============>..............] - ETA: 1:16:45 - loss: 0.0472 - accuracy: 0.9891
 654/1208 [===============>..............] - ETA: 1:16:37 - loss: 0.0472 - accuracy: 0.9892
 655/1208 [===============>..............] - ETA: 1:16:29 - loss: 0.0472 - accuracy: 0.9891
 656/1208 [===============>..............] - ETA: 1:16:20 - loss: 0.0472 - accuracy: 0.9891
 657/1208 [===============>..............] - ETA: 1:16:13 - loss: 0.0472 - accuracy: 0.9891
 658/1208 [===============>..............] - ETA: 1:16:04 - loss: 0.0473 - accuracy: 0.9891
 659/1208 [===============>..............] - ETA: 1:15:57 - loss: 0.0473 - accuracy: 0.9891
 660/1208 [===============>..............] - ETA: 1:15:49 - loss: 0.0473 - accuracy: 0.9891
 661/1208 [===============>..............] - ETA: 1:15:41 - loss: 0.0473 - accuracy: 0.9891
 662/1208 [===============>..............] - ETA: 1:15:33 - loss: 0.0472 - accuracy: 0.9891
 663/1208 [===============>..............] - ETA: 1:15:26 - loss: 0.0472 - accuracy: 0.9891
 664/1208 [===============>..............] - ETA: 1:15:18 - loss: 0.0471 - accuracy: 0.9892
 665/1208 [===============>..............] - ETA: 1:15:11 - loss: 0.0471 - accuracy: 0.9892
 666/1208 [===============>..............] - ETA: 1:15:03 - loss: 0.0470 - accuracy: 0.9892
 667/1208 [===============>..............] - ETA: 1:14:56 - loss: 0.0470 - accuracy: 0.9892
 668/1208 [===============>..............] - ETA: 1:14:48 - loss: 0.0471 - accuracy: 0.9891
 669/1208 [===============>..............] - ETA: 1:14:40 - loss: 0.0471 - accuracy: 0.9891
 670/1208 [===============>..............] - ETA: 1:14:32 - loss: 0.0471 - accuracy: 0.9892
 671/1208 [===============>..............] - ETA: 1:14:25 - loss: 0.0471 - accuracy: 0.9891
 672/1208 [===============>..............] - ETA: 1:14:16 - loss: 0.0472 - accuracy: 0.9891
 673/1208 [===============>..............] - ETA: 1:14:07 - loss: 0.0473 - accuracy: 0.9891
 674/1208 [===============>..............] - ETA: 1:13:59 - loss: 0.0473 - accuracy: 0.9891
 675/1208 [===============>..............] - ETA: 1:13:51 - loss: 0.0473 - accuracy: 0.9891
 676/1208 [===============>..............] - ETA: 1:13:42 - loss: 0.0473 - accuracy: 0.9891
 677/1208 [===============>..............] - ETA: 1:13:33 - loss: 0.0474 - accuracy: 0.9891
 678/1208 [===============>..............] - ETA: 1:13:23 - loss: 0.0473 - accuracy: 0.9891
 679/1208 [===============>..............] - ETA: 1:13:14 - loss: 0.0473 - accuracy: 0.9891
 680/1208 [===============>..............] - ETA: 1:13:05 - loss: 0.0473 - accuracy: 0.9891
 681/1208 [===============>..............] - ETA: 1:12:55 - loss: 0.0473 - accuracy: 0.9891
 682/1208 [===============>..............] - ETA: 1:12:46 - loss: 0.0473 - accuracy: 0.9891
 683/1208 [===============>..............] - ETA: 1:12:36 - loss: 0.0473 - accuracy: 0.9891
 684/1208 [===============>..............] - ETA: 1:12:26 - loss: 0.0474 - accuracy: 0.9891
 685/1208 [================>.............] - ETA: 1:12:16 - loss: 0.0475 - accuracy: 0.9891
 686/1208 [================>.............] - ETA: 1:12:07 - loss: 0.0475 - accuracy: 0.9890
 687/1208 [================>.............] - ETA: 1:11:57 - loss: 0.0475 - accuracy: 0.9890
 688/1208 [================>.............] - ETA: 1:11:47 - loss: 0.0475 - accuracy: 0.9890
 689/1208 [================>.............] - ETA: 1:11:37 - loss: 0.0474 - accuracy: 0.9890
 690/1208 [================>.............] - ETA: 1:11:26 - loss: 0.0474 - accuracy: 0.9891
 691/1208 [================>.............] - ETA: 1:11:17 - loss: 0.0475 - accuracy: 0.9890
 692/1208 [================>.............] - ETA: 1:11:07 - loss: 0.0474 - accuracy: 0.9890
 693/1208 [================>.............] - ETA: 1:10:57 - loss: 0.0475 - accuracy: 0.9890
 694/1208 [================>.............] - ETA: 1:10:48 - loss: 0.0474 - accuracy: 0.9890
 695/1208 [================>.............] - ETA: 1:10:38 - loss: 0.0475 - accuracy: 0.9890
 696/1208 [================>.............] - ETA: 1:10:28 - loss: 0.0475 - accuracy: 0.9890
 697/1208 [================>.............] - ETA: 1:10:19 - loss: 0.0475 - accuracy: 0.9890
 698/1208 [================>.............] - ETA: 1:10:10 - loss: 0.0475 - accuracy: 0.9890
 699/1208 [================>.............] - ETA: 1:10:00 - loss: 0.0476 - accuracy: 0.9890
 700/1208 [================>.............] - ETA: 1:09:51 - loss: 0.0476 - accuracy: 0.9890
 701/1208 [================>.............] - ETA: 1:09:42 - loss: 0.0476 - accuracy: 0.9890
 702/1208 [================>.............] - ETA: 1:09:33 - loss: 0.0475 - accuracy: 0.9890
 703/1208 [================>.............] - ETA: 1:09:24 - loss: 0.0476 - accuracy: 0.9890
 704/1208 [================>.............] - ETA: 1:09:14 - loss: 0.0475 - accuracy: 0.9890
 705/1208 [================>.............] - ETA: 1:09:06 - loss: 0.0475 - accuracy: 0.9890
 706/1208 [================>.............] - ETA: 1:08:58 - loss: 0.0475 - accuracy: 0.9890
 707/1208 [================>.............] - ETA: 1:08:50 - loss: 0.0475 - accuracy: 0.9890
 708/1208 [================>.............] - ETA: 1:08:42 - loss: 0.0474 - accuracy: 0.9890
 709/1208 [================>.............] - ETA: 1:08:33 - loss: 0.0475 - accuracy: 0.9890
 710/1208 [================>.............] - ETA: 1:08:26 - loss: 0.0475 - accuracy: 0.9890
 711/1208 [================>.............] - ETA: 1:08:19 - loss: 0.0475 - accuracy: 0.9890
 712/1208 [================>.............] - ETA: 1:08:11 - loss: 0.0475 - accuracy: 0.9889
 713/1208 [================>.............] - ETA: 1:08:03 - loss: 0.0476 - accuracy: 0.9889
 714/1208 [================>.............] - ETA: 1:07:55 - loss: 0.0475 - accuracy: 0.9889
 715/1208 [================>.............] - ETA: 1:07:48 - loss: 0.0475 - accuracy: 0.9889
 716/1208 [================>.............] - ETA: 1:07:41 - loss: 0.0475 - accuracy: 0.9889
 717/1208 [================>.............] - ETA: 1:07:32 - loss: 0.0475 - accuracy: 0.9889
 718/1208 [================>.............] - ETA: 1:07:25 - loss: 0.0475 - accuracy: 0.9889
 719/1208 [================>.............] - ETA: 1:07:17 - loss: 0.0476 - accuracy: 0.9889
 720/1208 [================>.............] - ETA: 1:07:09 - loss: 0.0476 - accuracy: 0.9889
 721/1208 [================>.............] - ETA: 1:07:00 - loss: 0.0476 - accuracy: 0.9889
 722/1208 [================>.............] - ETA: 1:06:53 - loss: 0.0476 - accuracy: 0.9889
 723/1208 [================>.............] - ETA: 1:06:45 - loss: 0.0476 - accuracy: 0.9889
 724/1208 [================>.............] - ETA: 1:06:37 - loss: 0.0476 - accuracy: 0.9889
 725/1208 [=================>............] - ETA: 1:06:29 - loss: 0.0476 - accuracy: 0.9889
 726/1208 [=================>............] - ETA: 1:06:21 - loss: 0.0475 - accuracy: 0.9889
 727/1208 [=================>............] - ETA: 1:06:13 - loss: 0.0475 - accuracy: 0.9889
 728/1208 [=================>............] - ETA: 1:06:05 - loss: 0.0475 - accuracy: 0.9889
 729/1208 [=================>............] - ETA: 1:05:57 - loss: 0.0475 - accuracy: 0.9889
 730/1208 [=================>............] - ETA: 1:05:49 - loss: 0.0474 - accuracy: 0.9890
 731/1208 [=================>............] - ETA: 1:05:42 - loss: 0.0474 - accuracy: 0.9889
 732/1208 [=================>............] - ETA: 1:05:33 - loss: 0.0475 - accuracy: 0.9889
 733/1208 [=================>............] - ETA: 1:05:25 - loss: 0.0475 - accuracy: 0.9889
 734/1208 [=================>............] - ETA: 1:05:18 - loss: 0.0475 - accuracy: 0.9889
 735/1208 [=================>............] - ETA: 1:05:10 - loss: 0.0475 - accuracy: 0.9889
 736/1208 [=================>............] - ETA: 1:05:02 - loss: 0.0474 - accuracy: 0.9889
 737/1208 [=================>............] - ETA: 1:04:54 - loss: 0.0475 - accuracy: 0.9889
 738/1208 [=================>............] - ETA: 1:04:46 - loss: 0.0474 - accuracy: 0.9889
 739/1208 [=================>............] - ETA: 1:04:39 - loss: 0.0475 - accuracy: 0.9889
 740/1208 [=================>............] - ETA: 1:04:31 - loss: 0.0475 - accuracy: 0.9889
 741/1208 [=================>............] - ETA: 1:04:23 - loss: 0.0475 - accuracy: 0.9889
 742/1208 [=================>............] - ETA: 1:04:15 - loss: 0.0474 - accuracy: 0.9889
 743/1208 [=================>............] - ETA: 1:04:08 - loss: 0.0474 - accuracy: 0.9889
 744/1208 [=================>............] - ETA: 1:04:00 - loss: 0.0474 - accuracy: 0.9889
 745/1208 [=================>............] - ETA: 1:03:52 - loss: 0.0474 - accuracy: 0.9889
 746/1208 [=================>............] - ETA: 1:03:44 - loss: 0.0474 - accuracy: 0.9889
 747/1208 [=================>............] - ETA: 1:03:37 - loss: 0.0474 - accuracy: 0.9889
 748/1208 [=================>............] - ETA: 1:03:29 - loss: 0.0475 - accuracy: 0.9889
 749/1208 [=================>............] - ETA: 1:03:21 - loss: 0.0475 - accuracy: 0.9889
 750/1208 [=================>............] - ETA: 1:03:13 - loss: 0.0475 - accuracy: 0.9888
 751/1208 [=================>............] - ETA: 1:03:05 - loss: 0.0476 - accuracy: 0.9888
 752/1208 [=================>............] - ETA: 1:02:57 - loss: 0.0476 - accuracy: 0.9888
 753/1208 [=================>............] - ETA: 1:02:50 - loss: 0.0476 - accuracy: 0.9888
 754/1208 [=================>............] - ETA: 1:02:42 - loss: 0.0476 - accuracy: 0.9888
 755/1208 [=================>............] - ETA: 1:02:34 - loss: 0.0477 - accuracy: 0.9887
 756/1208 [=================>............] - ETA: 1:02:26 - loss: 0.0477 - accuracy: 0.9887
 757/1208 [=================>............] - ETA: 1:02:18 - loss: 0.0477 - accuracy: 0.9887
 758/1208 [=================>............] - ETA: 1:02:10 - loss: 0.0477 - accuracy: 0.9887
 759/1208 [=================>............] - ETA: 1:02:02 - loss: 0.0477 - accuracy: 0.9888
 760/1208 [=================>............] - ETA: 1:01:54 - loss: 0.0476 - accuracy: 0.9888
 761/1208 [=================>............] - ETA: 1:01:46 - loss: 0.0477 - accuracy: 0.9887
 762/1208 [=================>............] - ETA: 1:01:39 - loss: 0.0477 - accuracy: 0.9887
 763/1208 [=================>............] - ETA: 1:01:31 - loss: 0.0476 - accuracy: 0.9888
 764/1208 [=================>............] - ETA: 1:01:23 - loss: 0.0476 - accuracy: 0.9888
 765/1208 [=================>............] - ETA: 1:01:14 - loss: 0.0476 - accuracy: 0.9887
 766/1208 [==================>...........] - ETA: 1:01:06 - loss: 0.0476 - accuracy: 0.9887
 767/1208 [==================>...........] - ETA: 1:00:58 - loss: 0.0477 - accuracy: 0.9887
 768/1208 [==================>...........] - ETA: 1:00:50 - loss: 0.0477 - accuracy: 0.9887
 769/1208 [==================>...........] - ETA: 1:00:42 - loss: 0.0478 - accuracy: 0.9886
 770/1208 [==================>...........] - ETA: 1:00:35 - loss: 0.0478 - accuracy: 0.9886
 771/1208 [==================>...........] - ETA: 1:00:26 - loss: 0.0478 - accuracy: 0.9886
 772/1208 [==================>...........] - ETA: 1:00:18 - loss: 0.0478 - accuracy: 0.9886
 773/1208 [==================>...........] - ETA: 1:00:11 - loss: 0.0478 - accuracy: 0.9886
 774/1208 [==================>...........] - ETA: 1:00:03 - loss: 0.0478 - accuracy: 0.9886
 775/1208 [==================>...........] - ETA: 59:55 - loss: 0.0478 - accuracy: 0.9886  
 776/1208 [==================>...........] - ETA: 59:47 - loss: 0.0478 - accuracy: 0.9886
 777/1208 [==================>...........] - ETA: 59:39 - loss: 0.0477 - accuracy: 0.9887
 778/1208 [==================>...........] - ETA: 59:31 - loss: 0.0477 - accuracy: 0.9887
 779/1208 [==================>...........] - ETA: 59:23 - loss: 0.0477 - accuracy: 0.9887
 780/1208 [==================>...........] - ETA: 59:15 - loss: 0.0477 - accuracy: 0.9886
 781/1208 [==================>...........] - ETA: 59:07 - loss: 0.0478 - accuracy: 0.9886
 782/1208 [==================>...........] - ETA: 59:00 - loss: 0.0478 - accuracy: 0.9886
 783/1208 [==================>...........] - ETA: 58:52 - loss: 0.0478 - accuracy: 0.9886
 784/1208 [==================>...........] - ETA: 58:43 - loss: 0.0477 - accuracy: 0.9886
 785/1208 [==================>...........] - ETA: 58:36 - loss: 0.0477 - accuracy: 0.9886
 786/1208 [==================>...........] - ETA: 58:28 - loss: 0.0477 - accuracy: 0.9886
 787/1208 [==================>...........] - ETA: 58:19 - loss: 0.0477 - accuracy: 0.9886
 788/1208 [==================>...........] - ETA: 58:11 - loss: 0.0478 - accuracy: 0.9886
 789/1208 [==================>...........] - ETA: 58:03 - loss: 0.0478 - accuracy: 0.9886
 790/1208 [==================>...........] - ETA: 57:55 - loss: 0.0477 - accuracy: 0.9886
 791/1208 [==================>...........] - ETA: 57:46 - loss: 0.0477 - accuracy: 0.9886
 792/1208 [==================>...........] - ETA: 57:37 - loss: 0.0477 - accuracy: 0.9887
 793/1208 [==================>...........] - ETA: 57:28 - loss: 0.0476 - accuracy: 0.9887
 794/1208 [==================>...........] - ETA: 57:18 - loss: 0.0476 - accuracy: 0.9887
 795/1208 [==================>...........] - ETA: 57:09 - loss: 0.0479 - accuracy: 0.9886
 796/1208 [==================>...........] - ETA: 56:59 - loss: 0.0479 - accuracy: 0.9886
 797/1208 [==================>...........] - ETA: 56:50 - loss: 0.0479 - accuracy: 0.9886
 798/1208 [==================>...........] - ETA: 56:41 - loss: 0.0479 - accuracy: 0.9886
 799/1208 [==================>...........] - ETA: 56:31 - loss: 0.0479 - accuracy: 0.9886
 800/1208 [==================>...........] - ETA: 56:22 - loss: 0.0479 - accuracy: 0.9886
 801/1208 [==================>...........] - ETA: 56:13 - loss: 0.0479 - accuracy: 0.9886
 802/1208 [==================>...........] - ETA: 56:04 - loss: 0.0480 - accuracy: 0.9885
 803/1208 [==================>...........] - ETA: 55:54 - loss: 0.0480 - accuracy: 0.9885
 804/1208 [==================>...........] - ETA: 55:45 - loss: 0.0480 - accuracy: 0.9885
 805/1208 [==================>...........] - ETA: 55:36 - loss: 0.0480 - accuracy: 0.9885
 806/1208 [===================>..........] - ETA: 55:27 - loss: 0.0479 - accuracy: 0.9885
 807/1208 [===================>..........] - ETA: 55:17 - loss: 0.0479 - accuracy: 0.9886
 808/1208 [===================>..........] - ETA: 55:08 - loss: 0.0479 - accuracy: 0.9886
 809/1208 [===================>..........] - ETA: 54:59 - loss: 0.0479 - accuracy: 0.9885
 810/1208 [===================>..........] - ETA: 54:50 - loss: 0.0480 - accuracy: 0.9885
 811/1208 [===================>..........] - ETA: 54:42 - loss: 0.0479 - accuracy: 0.9885
 812/1208 [===================>..........] - ETA: 54:33 - loss: 0.0479 - accuracy: 0.9885
 813/1208 [===================>..........] - ETA: 54:24 - loss: 0.0479 - accuracy: 0.9885
 814/1208 [===================>..........] - ETA: 54:15 - loss: 0.0480 - accuracy: 0.9885
 815/1208 [===================>..........] - ETA: 54:06 - loss: 0.0480 - accuracy: 0.9885
 816/1208 [===================>..........] - ETA: 53:57 - loss: 0.0480 - accuracy: 0.9885
 817/1208 [===================>..........] - ETA: 53:48 - loss: 0.0481 - accuracy: 0.9885
 818/1208 [===================>..........] - ETA: 53:39 - loss: 0.0482 - accuracy: 0.9884
 819/1208 [===================>..........] - ETA: 53:30 - loss: 0.0482 - accuracy: 0.9884
 820/1208 [===================>..........] - ETA: 53:21 - loss: 0.0481 - accuracy: 0.9885
 821/1208 [===================>..........] - ETA: 53:12 - loss: 0.0481 - accuracy: 0.9885
 822/1208 [===================>..........] - ETA: 53:04 - loss: 0.0481 - accuracy: 0.9884
 823/1208 [===================>..........] - ETA: 52:56 - loss: 0.0481 - accuracy: 0.9885
 824/1208 [===================>..........] - ETA: 52:48 - loss: 0.0481 - accuracy: 0.9884
 825/1208 [===================>..........] - ETA: 52:40 - loss: 0.0482 - accuracy: 0.9884
 826/1208 [===================>..........] - ETA: 52:32 - loss: 0.0482 - accuracy: 0.9884
 827/1208 [===================>..........] - ETA: 52:24 - loss: 0.0482 - accuracy: 0.9884
 828/1208 [===================>..........] - ETA: 52:16 - loss: 0.0483 - accuracy: 0.9884
 829/1208 [===================>..........] - ETA: 52:08 - loss: 0.0482 - accuracy: 0.9884
 830/1208 [===================>..........] - ETA: 52:00 - loss: 0.0482 - accuracy: 0.9884
 831/1208 [===================>..........] - ETA: 51:52 - loss: 0.0483 - accuracy: 0.9883
 832/1208 [===================>..........] - ETA: 51:44 - loss: 0.0483 - accuracy: 0.9883
 833/1208 [===================>..........] - ETA: 51:36 - loss: 0.0483 - accuracy: 0.9883
 834/1208 [===================>..........] - ETA: 51:28 - loss: 0.0483 - accuracy: 0.9883
 835/1208 [===================>..........] - ETA: 51:20 - loss: 0.0484 - accuracy: 0.9883
 836/1208 [===================>..........] - ETA: 51:12 - loss: 0.0484 - accuracy: 0.9883
 837/1208 [===================>..........] - ETA: 51:04 - loss: 0.0484 - accuracy: 0.9883
 838/1208 [===================>..........] - ETA: 50:56 - loss: 0.0484 - accuracy: 0.9883
 839/1208 [===================>..........] - ETA: 50:48 - loss: 0.0483 - accuracy: 0.9883
 840/1208 [===================>..........] - ETA: 50:40 - loss: 0.0483 - accuracy: 0.9883
 841/1208 [===================>..........] - ETA: 50:32 - loss: 0.0483 - accuracy: 0.9883
 842/1208 [===================>..........] - ETA: 50:24 - loss: 0.0484 - accuracy: 0.9883
 843/1208 [===================>..........] - ETA: 50:16 - loss: 0.0484 - accuracy: 0.9883
 844/1208 [===================>..........] - ETA: 50:08 - loss: 0.0484 - accuracy: 0.9883
 845/1208 [===================>..........] - ETA: 50:00 - loss: 0.0484 - accuracy: 0.9883
 846/1208 [====================>.........] - ETA: 49:52 - loss: 0.0484 - accuracy: 0.9883
 847/1208 [====================>.........] - ETA: 49:44 - loss: 0.0485 - accuracy: 0.9883
 848/1208 [====================>.........] - ETA: 49:36 - loss: 0.0484 - accuracy: 0.9883
 849/1208 [====================>.........] - ETA: 49:28 - loss: 0.0484 - accuracy: 0.9883
 850/1208 [====================>.........] - ETA: 49:21 - loss: 0.0485 - accuracy: 0.9883
 851/1208 [====================>.........] - ETA: 49:13 - loss: 0.0485 - accuracy: 0.9883
 852/1208 [====================>.........] - ETA: 49:04 - loss: 0.0485 - accuracy: 0.9883
 853/1208 [====================>.........] - ETA: 48:57 - loss: 0.0484 - accuracy: 0.9883
 854/1208 [====================>.........] - ETA: 48:49 - loss: 0.0484 - accuracy: 0.9883
 855/1208 [====================>.........] - ETA: 48:41 - loss: 0.0484 - accuracy: 0.9883
 856/1208 [====================>.........] - ETA: 48:32 - loss: 0.0484 - accuracy: 0.9883
 857/1208 [====================>.........] - ETA: 48:24 - loss: 0.0484 - accuracy: 0.9883
 858/1208 [====================>.........] - ETA: 48:16 - loss: 0.0484 - accuracy: 0.9883
 859/1208 [====================>.........] - ETA: 48:08 - loss: 0.0484 - accuracy: 0.9883
 860/1208 [====================>.........] - ETA: 48:00 - loss: 0.0483 - accuracy: 0.9883
 861/1208 [====================>.........] - ETA: 47:52 - loss: 0.0483 - accuracy: 0.9883
 862/1208 [====================>.........] - ETA: 47:44 - loss: 0.0483 - accuracy: 0.9883
 863/1208 [====================>.........] - ETA: 47:36 - loss: 0.0483 - accuracy: 0.9883
 864/1208 [====================>.........] - ETA: 47:28 - loss: 0.0483 - accuracy: 0.9883
 865/1208 [====================>.........] - ETA: 47:20 - loss: 0.0483 - accuracy: 0.9883
 866/1208 [====================>.........] - ETA: 47:12 - loss: 0.0485 - accuracy: 0.9883
 867/1208 [====================>.........] - ETA: 47:04 - loss: 0.0485 - accuracy: 0.9883
 868/1208 [====================>.........] - ETA: 46:55 - loss: 0.0485 - accuracy: 0.9882
 869/1208 [====================>.........] - ETA: 46:47 - loss: 0.0485 - accuracy: 0.9883
 870/1208 [====================>.........] - ETA: 46:39 - loss: 0.0484 - accuracy: 0.9883
 871/1208 [====================>.........] - ETA: 46:31 - loss: 0.0484 - accuracy: 0.9882
 872/1208 [====================>.........] - ETA: 46:23 - loss: 0.0485 - accuracy: 0.9882
 873/1208 [====================>.........] - ETA: 46:15 - loss: 0.0484 - accuracy: 0.9883
 874/1208 [====================>.........] - ETA: 46:06 - loss: 0.0485 - accuracy: 0.9882
 875/1208 [====================>.........] - ETA: 45:58 - loss: 0.0486 - accuracy: 0.9882
 876/1208 [====================>.........] - ETA: 45:50 - loss: 0.0486 - accuracy: 0.9882
 877/1208 [====================>.........] - ETA: 45:41 - loss: 0.0486 - accuracy: 0.9882
 878/1208 [====================>.........] - ETA: 45:33 - loss: 0.0486 - accuracy: 0.9882
 879/1208 [====================>.........] - ETA: 45:25 - loss: 0.0486 - accuracy: 0.9882
 880/1208 [====================>.........] - ETA: 45:17 - loss: 0.0486 - accuracy: 0.9882
 881/1208 [====================>.........] - ETA: 45:09 - loss: 0.0486 - accuracy: 0.9882
 882/1208 [====================>.........] - ETA: 45:00 - loss: 0.0486 - accuracy: 0.9882
 883/1208 [====================>.........] - ETA: 44:52 - loss: 0.0486 - accuracy: 0.9882
 884/1208 [====================>.........] - ETA: 44:44 - loss: 0.0486 - accuracy: 0.9882
 885/1208 [====================>.........] - ETA: 44:36 - loss: 0.0485 - accuracy: 0.9882
 886/1208 [=====================>........] - ETA: 44:28 - loss: 0.0486 - accuracy: 0.9881
 887/1208 [=====================>........] - ETA: 44:20 - loss: 0.0486 - accuracy: 0.9881
 888/1208 [=====================>........] - ETA: 44:12 - loss: 0.0486 - accuracy: 0.9881
 889/1208 [=====================>........] - ETA: 44:04 - loss: 0.0486 - accuracy: 0.9882
 890/1208 [=====================>........] - ETA: 43:55 - loss: 0.0485 - accuracy: 0.9882
 891/1208 [=====================>........] - ETA: 43:47 - loss: 0.0485 - accuracy: 0.9882
 892/1208 [=====================>........] - ETA: 43:39 - loss: 0.0486 - accuracy: 0.9881
 893/1208 [=====================>........] - ETA: 43:31 - loss: 0.0486 - accuracy: 0.9881
 894/1208 [=====================>........] - ETA: 43:23 - loss: 0.0486 - accuracy: 0.9881
 895/1208 [=====================>........] - ETA: 43:15 - loss: 0.0486 - accuracy: 0.9881
 896/1208 [=====================>........] - ETA: 43:07 - loss: 0.0485 - accuracy: 0.9881
 897/1208 [=====================>........] - ETA: 42:59 - loss: 0.0486 - accuracy: 0.9881
 898/1208 [=====================>........] - ETA: 42:51 - loss: 0.0485 - accuracy: 0.9881
 899/1208 [=====================>........] - ETA: 42:43 - loss: 0.0485 - accuracy: 0.9881
 900/1208 [=====================>........] - ETA: 42:35 - loss: 0.0485 - accuracy: 0.9881
 901/1208 [=====================>........] - ETA: 42:27 - loss: 0.0486 - accuracy: 0.9881
 902/1208 [=====================>........] - ETA: 42:19 - loss: 0.0486 - accuracy: 0.9881
 903/1208 [=====================>........] - ETA: 42:11 - loss: 0.0486 - accuracy: 0.9881
 904/1208 [=====================>........] - ETA: 42:02 - loss: 0.0486 - accuracy: 0.9881
 905/1208 [=====================>........] - ETA: 41:53 - loss: 0.0485 - accuracy: 0.9881
 906/1208 [=====================>........] - ETA: 41:44 - loss: 0.0485 - accuracy: 0.9881
 907/1208 [=====================>........] - ETA: 41:35 - loss: 0.0486 - accuracy: 0.9881
 908/1208 [=====================>........] - ETA: 41:26 - loss: 0.0487 - accuracy: 0.9881
 909/1208 [=====================>........] - ETA: 41:17 - loss: 0.0486 - accuracy: 0.9881
 910/1208 [=====================>........] - ETA: 41:08 - loss: 0.0486 - accuracy: 0.9881
 911/1208 [=====================>........] - ETA: 40:59 - loss: 0.0486 - accuracy: 0.9881
 912/1208 [=====================>........] - ETA: 40:50 - loss: 0.0486 - accuracy: 0.9881
 913/1208 [=====================>........] - ETA: 40:41 - loss: 0.0486 - accuracy: 0.9881
 914/1208 [=====================>........] - ETA: 40:32 - loss: 0.0486 - accuracy: 0.9881
 915/1208 [=====================>........] - ETA: 40:23 - loss: 0.0486 - accuracy: 0.9881
 916/1208 [=====================>........] - ETA: 40:14 - loss: 0.0486 - accuracy: 0.9881
 917/1208 [=====================>........] - ETA: 40:06 - loss: 0.0485 - accuracy: 0.9881
 918/1208 [=====================>........] - ETA: 39:57 - loss: 0.0486 - accuracy: 0.9881
 919/1208 [=====================>........] - ETA: 39:48 - loss: 0.0486 - accuracy: 0.9881
 920/1208 [=====================>........] - ETA: 39:39 - loss: 0.0486 - accuracy: 0.9881
 921/1208 [=====================>........] - ETA: 39:30 - loss: 0.0486 - accuracy: 0.9881
 922/1208 [=====================>........] - ETA: 39:22 - loss: 0.0486 - accuracy: 0.9881
 923/1208 [=====================>........] - ETA: 39:13 - loss: 0.0486 - accuracy: 0.9881
 924/1208 [=====================>........] - ETA: 39:04 - loss: 0.0486 - accuracy: 0.9881
 925/1208 [=====================>........] - ETA: 38:56 - loss: 0.0486 - accuracy: 0.9881
 926/1208 [=====================>........] - ETA: 38:47 - loss: 0.0486 - accuracy: 0.9881
 927/1208 [======================>.......] - ETA: 38:38 - loss: 0.0485 - accuracy: 0.9881
 928/1208 [======================>.......] - ETA: 38:30 - loss: 0.0485 - accuracy: 0.9881
 929/1208 [======================>.......] - ETA: 38:21 - loss: 0.0485 - accuracy: 0.9881
 930/1208 [======================>.......] - ETA: 38:12 - loss: 0.0486 - accuracy: 0.9880
 931/1208 [======================>.......] - ETA: 38:04 - loss: 0.0487 - accuracy: 0.9880
 932/1208 [======================>.......] - ETA: 37:55 - loss: 0.0487 - accuracy: 0.9880
 933/1208 [======================>.......] - ETA: 37:46 - loss: 0.0486 - accuracy: 0.9880
 934/1208 [======================>.......] - ETA: 37:38 - loss: 0.0486 - accuracy: 0.9880
 935/1208 [======================>.......] - ETA: 37:29 - loss: 0.0486 - accuracy: 0.9880
 936/1208 [======================>.......] - ETA: 37:21 - loss: 0.0486 - accuracy: 0.9880
 937/1208 [======================>.......] - ETA: 37:13 - loss: 0.0486 - accuracy: 0.9880
 938/1208 [======================>.......] - ETA: 37:05 - loss: 0.0485 - accuracy: 0.9881
 939/1208 [======================>.......] - ETA: 36:56 - loss: 0.0485 - accuracy: 0.9881
 940/1208 [======================>.......] - ETA: 36:48 - loss: 0.0485 - accuracy: 0.9881
 941/1208 [======================>.......] - ETA: 36:40 - loss: 0.0485 - accuracy: 0.9881
 942/1208 [======================>.......] - ETA: 36:32 - loss: 0.0485 - accuracy: 0.9880
 943/1208 [======================>.......] - ETA: 36:24 - loss: 0.0486 - accuracy: 0.9880
 944/1208 [======================>.......] - ETA: 36:16 - loss: 0.0486 - accuracy: 0.9880
 945/1208 [======================>.......] - ETA: 36:08 - loss: 0.0486 - accuracy: 0.9880
 946/1208 [======================>.......] - ETA: 36:00 - loss: 0.0487 - accuracy: 0.9880
 947/1208 [======================>.......] - ETA: 35:52 - loss: 0.0486 - accuracy: 0.9881
 948/1208 [======================>.......] - ETA: 35:44 - loss: 0.0486 - accuracy: 0.9881
 949/1208 [======================>.......] - ETA: 35:36 - loss: 0.0487 - accuracy: 0.9880
 950/1208 [======================>.......] - ETA: 35:28 - loss: 0.0486 - accuracy: 0.9881
 951/1208 [======================>.......] - ETA: 35:20 - loss: 0.0486 - accuracy: 0.9881
 952/1208 [======================>.......] - ETA: 35:12 - loss: 0.0486 - accuracy: 0.9881
 953/1208 [======================>.......] - ETA: 35:04 - loss: 0.0486 - accuracy: 0.9881
 954/1208 [======================>.......] - ETA: 34:55 - loss: 0.0485 - accuracy: 0.9881
 955/1208 [======================>.......] - ETA: 34:48 - loss: 0.0485 - accuracy: 0.9881
 956/1208 [======================>.......] - ETA: 34:39 - loss: 0.0486 - accuracy: 0.9881
 957/1208 [======================>.......] - ETA: 34:31 - loss: 0.0485 - accuracy: 0.9881
 958/1208 [======================>.......] - ETA: 34:23 - loss: 0.0485 - accuracy: 0.9881
 959/1208 [======================>.......] - ETA: 34:15 - loss: 0.0485 - accuracy: 0.9881
 960/1208 [======================>.......] - ETA: 34:07 - loss: 0.0485 - accuracy: 0.9881
 961/1208 [======================>.......] - ETA: 33:59 - loss: 0.0485 - accuracy: 0.9881
 962/1208 [======================>.......] - ETA: 33:51 - loss: 0.0485 - accuracy: 0.9881
 963/1208 [======================>.......] - ETA: 33:43 - loss: 0.0485 - accuracy: 0.9881
 964/1208 [======================>.......] - ETA: 33:35 - loss: 0.0485 - accuracy: 0.9881
 965/1208 [======================>.......] - ETA: 33:27 - loss: 0.0485 - accuracy: 0.9881
 966/1208 [======================>.......] - ETA: 33:19 - loss: 0.0485 - accuracy: 0.9881
 967/1208 [=======================>......] - ETA: 33:11 - loss: 0.0485 - accuracy: 0.9881
 968/1208 [=======================>......] - ETA: 33:03 - loss: 0.0485 - accuracy: 0.9881
 969/1208 [=======================>......] - ETA: 32:55 - loss: 0.0485 - accuracy: 0.9881
 970/1208 [=======================>......] - ETA: 32:47 - loss: 0.0484 - accuracy: 0.9881
 971/1208 [=======================>......] - ETA: 32:39 - loss: 0.0484 - accuracy: 0.9881
 972/1208 [=======================>......] - ETA: 32:31 - loss: 0.0485 - accuracy: 0.9881
 973/1208 [=======================>......] - ETA: 32:23 - loss: 0.0486 - accuracy: 0.9881
 974/1208 [=======================>......] - ETA: 32:15 - loss: 0.0486 - accuracy: 0.9880
 975/1208 [=======================>......] - ETA: 32:07 - loss: 0.0486 - accuracy: 0.9881
 976/1208 [=======================>......] - ETA: 31:58 - loss: 0.0486 - accuracy: 0.9880
 977/1208 [=======================>......] - ETA: 31:50 - loss: 0.0486 - accuracy: 0.9881
 978/1208 [=======================>......] - ETA: 31:42 - loss: 0.0486 - accuracy: 0.9880
 979/1208 [=======================>......] - ETA: 31:34 - loss: 0.0486 - accuracy: 0.9880
 980/1208 [=======================>......] - ETA: 31:25 - loss: 0.0486 - accuracy: 0.9880
 981/1208 [=======================>......] - ETA: 31:17 - loss: 0.0486 - accuracy: 0.9880
 982/1208 [=======================>......] - ETA: 31:09 - loss: 0.0487 - accuracy: 0.9880
 983/1208 [=======================>......] - ETA: 31:01 - loss: 0.0486 - accuracy: 0.9880
 984/1208 [=======================>......] - ETA: 30:53 - loss: 0.0486 - accuracy: 0.9880
 985/1208 [=======================>......] - ETA: 30:45 - loss: 0.0486 - accuracy: 0.9880
 986/1208 [=======================>......] - ETA: 30:36 - loss: 0.0486 - accuracy: 0.9880
 987/1208 [=======================>......] - ETA: 30:28 - loss: 0.0487 - accuracy: 0.9880
 988/1208 [=======================>......] - ETA: 30:20 - loss: 0.0487 - accuracy: 0.9880
 989/1208 [=======================>......] - ETA: 30:12 - loss: 0.0487 - accuracy: 0.9880
 990/1208 [=======================>......] - ETA: 30:04 - loss: 0.0486 - accuracy: 0.9880
 991/1208 [=======================>......] - ETA: 29:55 - loss: 0.0486 - accuracy: 0.9880
 992/1208 [=======================>......] - ETA: 29:47 - loss: 0.0486 - accuracy: 0.9880
 993/1208 [=======================>......] - ETA: 29:39 - loss: 0.0486 - accuracy: 0.9880
 994/1208 [=======================>......] - ETA: 29:31 - loss: 0.0486 - accuracy: 0.9880
 995/1208 [=======================>......] - ETA: 29:23 - loss: 0.0486 - accuracy: 0.9880
 996/1208 [=======================>......] - ETA: 29:15 - loss: 0.0487 - accuracy: 0.9880
 997/1208 [=======================>......] - ETA: 29:06 - loss: 0.0487 - accuracy: 0.9880
 998/1208 [=======================>......] - ETA: 28:58 - loss: 0.0487 - accuracy: 0.9880
 999/1208 [=======================>......] - ETA: 28:50 - loss: 0.0486 - accuracy: 0.9880
1000/1208 [=======================>......] - ETA: 28:42 - loss: 0.0486 - accuracy: 0.9880
1001/1208 [=======================>......] - ETA: 28:34 - loss: 0.0487 - accuracy: 0.9880
1002/1208 [=======================>......] - ETA: 28:26 - loss: 0.0487 - accuracy: 0.9880
1003/1208 [=======================>......] - ETA: 28:18 - loss: 0.0487 - accuracy: 0.9880
1004/1208 [=======================>......] - ETA: 28:09 - loss: 0.0487 - accuracy: 0.9880
1005/1208 [=======================>......] - ETA: 28:01 - loss: 0.0487 - accuracy: 0.9880
1006/1208 [=======================>......] - ETA: 27:53 - loss: 0.0488 - accuracy: 0.9880
1007/1208 [========================>.....] - ETA: 27:45 - loss: 0.0488 - accuracy: 0.9880
1008/1208 [========================>.....] - ETA: 27:37 - loss: 0.0488 - accuracy: 0.9880
1009/1208 [========================>.....] - ETA: 27:29 - loss: 0.0488 - accuracy: 0.9880
1010/1208 [========================>.....] - ETA: 27:21 - loss: 0.0489 - accuracy: 0.9880
1011/1208 [========================>.....] - ETA: 27:13 - loss: 0.0488 - accuracy: 0.9880
1012/1208 [========================>.....] - ETA: 27:04 - loss: 0.0488 - accuracy: 0.9880
1013/1208 [========================>.....] - ETA: 26:56 - loss: 0.0488 - accuracy: 0.9880
1014/1208 [========================>.....] - ETA: 26:48 - loss: 0.0488 - accuracy: 0.9880
1015/1208 [========================>.....] - ETA: 26:40 - loss: 0.0488 - accuracy: 0.9880
1016/1208 [========================>.....] - ETA: 26:32 - loss: 0.0488 - accuracy: 0.9880
1017/1208 [========================>.....] - ETA: 26:23 - loss: 0.0491 - accuracy: 0.9880
1018/1208 [========================>.....] - ETA: 26:15 - loss: 0.0491 - accuracy: 0.9879
1019/1208 [========================>.....] - ETA: 26:06 - loss: 0.0491 - accuracy: 0.9879
1020/1208 [========================>.....] - ETA: 25:58 - loss: 0.0493 - accuracy: 0.9879
1021/1208 [========================>.....] - ETA: 25:49 - loss: 0.0492 - accuracy: 0.9879
1022/1208 [========================>.....] - ETA: 25:41 - loss: 0.0493 - accuracy: 0.9879
1023/1208 [========================>.....] - ETA: 25:32 - loss: 0.0493 - accuracy: 0.9879
1024/1208 [========================>.....] - ETA: 25:23 - loss: 0.0493 - accuracy: 0.9879
1025/1208 [========================>.....] - ETA: 25:15 - loss: 0.0494 - accuracy: 0.9879
1026/1208 [========================>.....] - ETA: 25:06 - loss: 0.0494 - accuracy: 0.9879
1027/1208 [========================>.....] - ETA: 24:58 - loss: 0.0494 - accuracy: 0.9879
1028/1208 [========================>.....] - ETA: 24:49 - loss: 0.0494 - accuracy: 0.9879
1029/1208 [========================>.....] - ETA: 24:40 - loss: 0.0494 - accuracy: 0.9879
1030/1208 [========================>.....] - ETA: 24:32 - loss: 0.0494 - accuracy: 0.9879
1031/1208 [========================>.....] - ETA: 24:23 - loss: 0.0494 - accuracy: 0.9878
1032/1208 [========================>.....] - ETA: 24:15 - loss: 0.0494 - accuracy: 0.9879
1033/1208 [========================>.....] - ETA: 24:06 - loss: 0.0495 - accuracy: 0.9878
1034/1208 [========================>.....] - ETA: 23:58 - loss: 0.0495 - accuracy: 0.9878
1035/1208 [========================>.....] - ETA: 23:49 - loss: 0.0495 - accuracy: 0.9878
1036/1208 [========================>.....] - ETA: 23:41 - loss: 0.0494 - accuracy: 0.9878
1037/1208 [========================>.....] - ETA: 23:32 - loss: 0.0495 - accuracy: 0.9878
1038/1208 [========================>.....] - ETA: 23:24 - loss: 0.0495 - accuracy: 0.9878
1039/1208 [========================>.....] - ETA: 23:15 - loss: 0.0496 - accuracy: 0.9878
1040/1208 [========================>.....] - ETA: 23:07 - loss: 0.0496 - accuracy: 0.9878
1041/1208 [========================>.....] - ETA: 22:58 - loss: 0.0495 - accuracy: 0.9878
1042/1208 [========================>.....] - ETA: 22:50 - loss: 0.0495 - accuracy: 0.9878
1043/1208 [========================>.....] - ETA: 22:41 - loss: 0.0495 - accuracy: 0.9878
1044/1208 [========================>.....] - ETA: 22:33 - loss: 0.0495 - accuracy: 0.9878
1045/1208 [========================>.....] - ETA: 22:25 - loss: 0.0495 - accuracy: 0.9878
1046/1208 [========================>.....] - ETA: 22:16 - loss: 0.0496 - accuracy: 0.9878
1047/1208 [=========================>....] - ETA: 22:08 - loss: 0.0495 - accuracy: 0.9878
1048/1208 [=========================>....] - ETA: 21:59 - loss: 0.0496 - accuracy: 0.9878
1049/1208 [=========================>....] - ETA: 21:51 - loss: 0.0495 - accuracy: 0.9878
1050/1208 [=========================>....] - ETA: 21:42 - loss: 0.0495 - accuracy: 0.9878
1051/1208 [=========================>....] - ETA: 21:34 - loss: 0.0496 - accuracy: 0.9878
1052/1208 [=========================>....] - ETA: 21:26 - loss: 0.0496 - accuracy: 0.9878
1053/1208 [=========================>....] - ETA: 21:18 - loss: 0.0496 - accuracy: 0.9878
1054/1208 [=========================>....] - ETA: 21:09 - loss: 0.0495 - accuracy: 0.9878
1055/1208 [=========================>....] - ETA: 21:01 - loss: 0.0496 - accuracy: 0.9878
1056/1208 [=========================>....] - ETA: 20:53 - loss: 0.0497 - accuracy: 0.9877
1057/1208 [=========================>....] - ETA: 20:45 - loss: 0.0497 - accuracy: 0.9877
1058/1208 [=========================>....] - ETA: 20:37 - loss: 0.0497 - accuracy: 0.9877
1059/1208 [=========================>....] - ETA: 20:29 - loss: 0.0496 - accuracy: 0.9877
1060/1208 [=========================>....] - ETA: 20:20 - loss: 0.0496 - accuracy: 0.9877
1061/1208 [=========================>....] - ETA: 20:12 - loss: 0.0496 - accuracy: 0.9877
1062/1208 [=========================>....] - ETA: 20:04 - loss: 0.0496 - accuracy: 0.9877
1063/1208 [=========================>....] - ETA: 19:56 - loss: 0.0497 - accuracy: 0.9877
1064/1208 [=========================>....] - ETA: 19:48 - loss: 0.0497 - accuracy: 0.9877
1065/1208 [=========================>....] - ETA: 19:39 - loss: 0.0497 - accuracy: 0.9877
1066/1208 [=========================>....] - ETA: 19:31 - loss: 0.0496 - accuracy: 0.9877
1067/1208 [=========================>....] - ETA: 19:23 - loss: 0.0496 - accuracy: 0.9877
1068/1208 [=========================>....] - ETA: 19:15 - loss: 0.0496 - accuracy: 0.9877
1069/1208 [=========================>....] - ETA: 19:07 - loss: 0.0496 - accuracy: 0.9877
1070/1208 [=========================>....] - ETA: 18:59 - loss: 0.0497 - accuracy: 0.9877
1071/1208 [=========================>....] - ETA: 18:51 - loss: 0.0497 - accuracy: 0.9877
1072/1208 [=========================>....] - ETA: 18:42 - loss: 0.0497 - accuracy: 0.9877
1073/1208 [=========================>....] - ETA: 18:34 - loss: 0.0497 - accuracy: 0.9877
1074/1208 [=========================>....] - ETA: 18:26 - loss: 0.0497 - accuracy: 0.9877
1075/1208 [=========================>....] - ETA: 18:18 - loss: 0.0497 - accuracy: 0.9877
1076/1208 [=========================>....] - ETA: 18:10 - loss: 0.0497 - accuracy: 0.9877
1077/1208 [=========================>....] - ETA: 18:02 - loss: 0.0497 - accuracy: 0.9877
1078/1208 [=========================>....] - ETA: 17:53 - loss: 0.0496 - accuracy: 0.9877
1079/1208 [=========================>....] - ETA: 17:45 - loss: 0.0496 - accuracy: 0.9877
1080/1208 [=========================>....] - ETA: 17:37 - loss: 0.0496 - accuracy: 0.9877
1081/1208 [=========================>....] - ETA: 17:29 - loss: 0.0496 - accuracy: 0.9877
1082/1208 [=========================>....] - ETA: 17:21 - loss: 0.0496 - accuracy: 0.9877
1083/1208 [=========================>....] - ETA: 17:13 - loss: 0.0497 - accuracy: 0.9877
1084/1208 [=========================>....] - ETA: 17:04 - loss: 0.0497 - accuracy: 0.9877
1085/1208 [=========================>....] - ETA: 16:56 - loss: 0.0496 - accuracy: 0.9877
1086/1208 [=========================>....] - ETA: 16:48 - loss: 0.0496 - accuracy: 0.9877
1087/1208 [=========================>....] - ETA: 16:40 - loss: 0.0498 - accuracy: 0.9877
1088/1208 [==========================>...] - ETA: 16:32 - loss: 0.0498 - accuracy: 0.9877
1089/1208 [==========================>...] - ETA: 16:23 - loss: 0.0498 - accuracy: 0.9877
1090/1208 [==========================>...] - ETA: 16:15 - loss: 0.0498 - accuracy: 0.9877
1091/1208 [==========================>...] - ETA: 16:07 - loss: 0.0497 - accuracy: 0.9877
1092/1208 [==========================>...] - ETA: 15:59 - loss: 0.0497 - accuracy: 0.9877
1093/1208 [==========================>...] - ETA: 15:50 - loss: 0.0497 - accuracy: 0.9877
1094/1208 [==========================>...] - ETA: 15:42 - loss: 0.0498 - accuracy: 0.9877
1095/1208 [==========================>...] - ETA: 15:34 - loss: 0.0497 - accuracy: 0.9877
1096/1208 [==========================>...] - ETA: 15:26 - loss: 0.0497 - accuracy: 0.9877
1097/1208 [==========================>...] - ETA: 15:18 - loss: 0.0497 - accuracy: 0.9877
1098/1208 [==========================>...] - ETA: 15:09 - loss: 0.0497 - accuracy: 0.9877
1099/1208 [==========================>...] - ETA: 15:01 - loss: 0.0498 - accuracy: 0.9877
1100/1208 [==========================>...] - ETA: 14:53 - loss: 0.0497 - accuracy: 0.9877
1101/1208 [==========================>...] - ETA: 14:45 - loss: 0.0497 - accuracy: 0.9877
1102/1208 [==========================>...] - ETA: 14:36 - loss: 0.0497 - accuracy: 0.9877
1103/1208 [==========================>...] - ETA: 14:28 - loss: 0.0497 - accuracy: 0.9877
1104/1208 [==========================>...] - ETA: 14:20 - loss: 0.0496 - accuracy: 0.9877
1105/1208 [==========================>...] - ETA: 14:12 - loss: 0.0496 - accuracy: 0.9877
1106/1208 [==========================>...] - ETA: 14:04 - loss: 0.0496 - accuracy: 0.9877
1107/1208 [==========================>...] - ETA: 13:55 - loss: 0.0497 - accuracy: 0.9877
1108/1208 [==========================>...] - ETA: 13:47 - loss: 0.0497 - accuracy: 0.9877
1109/1208 [==========================>...] - ETA: 13:39 - loss: 0.0497 - accuracy: 0.9877
1110/1208 [==========================>...] - ETA: 13:31 - loss: 0.0497 - accuracy: 0.9877
1111/1208 [==========================>...] - ETA: 13:22 - loss: 0.0497 - accuracy: 0.9876
1112/1208 [==========================>...] - ETA: 13:14 - loss: 0.0497 - accuracy: 0.9876
1113/1208 [==========================>...] - ETA: 13:06 - loss: 0.0497 - accuracy: 0.9876
1114/1208 [==========================>...] - ETA: 12:58 - loss: 0.0497 - accuracy: 0.9876
1115/1208 [==========================>...] - ETA: 12:50 - loss: 0.0497 - accuracy: 0.9876
1116/1208 [==========================>...] - ETA: 12:41 - loss: 0.0497 - accuracy: 0.9876
1117/1208 [==========================>...] - ETA: 12:33 - loss: 0.0497 - accuracy: 0.9876
1118/1208 [==========================>...] - ETA: 12:25 - loss: 0.0498 - accuracy: 0.9876
1119/1208 [==========================>...] - ETA: 12:17 - loss: 0.0497 - accuracy: 0.9876
1120/1208 [==========================>...] - ETA: 12:09 - loss: 0.0497 - accuracy: 0.9876
1121/1208 [==========================>...] - ETA: 12:00 - loss: 0.0497 - accuracy: 0.9876
1122/1208 [==========================>...] - ETA: 11:52 - loss: 0.0497 - accuracy: 0.9876
1123/1208 [==========================>...] - ETA: 11:44 - loss: 0.0497 - accuracy: 0.9876
1124/1208 [==========================>...] - ETA: 11:36 - loss: 0.0498 - accuracy: 0.9876
1125/1208 [==========================>...] - ETA: 11:28 - loss: 0.0498 - accuracy: 0.9876
1126/1208 [==========================>...] - ETA: 11:19 - loss: 0.0498 - accuracy: 0.9876
1127/1208 [==========================>...] - ETA: 11:11 - loss: 0.0497 - accuracy: 0.9876
1128/1208 [===========================>..] - ETA: 11:03 - loss: 0.0498 - accuracy: 0.9876
1129/1208 [===========================>..] - ETA: 10:54 - loss: 0.0498 - accuracy: 0.9876
1130/1208 [===========================>..] - ETA: 10:46 - loss: 0.0498 - accuracy: 0.9876
1131/1208 [===========================>..] - ETA: 10:38 - loss: 0.0497 - accuracy: 0.9876
1132/1208 [===========================>..] - ETA: 10:30 - loss: 0.0497 - accuracy: 0.9876
1133/1208 [===========================>..] - ETA: 10:21 - loss: 0.0497 - accuracy: 0.9876
1134/1208 [===========================>..] - ETA: 10:13 - loss: 0.0497 - accuracy: 0.9876
1135/1208 [===========================>..] - ETA: 10:05 - loss: 0.0497 - accuracy: 0.9876
1136/1208 [===========================>..] - ETA: 9:56 - loss: 0.0497 - accuracy: 0.9876 
1137/1208 [===========================>..] - ETA: 9:48 - loss: 0.0499 - accuracy: 0.9875
1138/1208 [===========================>..] - ETA: 9:39 - loss: 0.0499 - accuracy: 0.9875
1139/1208 [===========================>..] - ETA: 9:31 - loss: 0.0499 - accuracy: 0.9875
1140/1208 [===========================>..] - ETA: 9:23 - loss: 0.0499 - accuracy: 0.9876
1141/1208 [===========================>..] - ETA: 9:14 - loss: 0.0499 - accuracy: 0.9876
1142/1208 [===========================>..] - ETA: 9:06 - loss: 0.0498 - accuracy: 0.9876
1143/1208 [===========================>..] - ETA: 8:58 - loss: 0.0498 - accuracy: 0.9876
1144/1208 [===========================>..] - ETA: 8:49 - loss: 0.0499 - accuracy: 0.9876
1145/1208 [===========================>..] - ETA: 8:41 - loss: 0.0498 - accuracy: 0.9876
1146/1208 [===========================>..] - ETA: 8:33 - loss: 0.0499 - accuracy: 0.9876
1147/1208 [===========================>..] - ETA: 8:24 - loss: 0.0499 - accuracy: 0.9875
1148/1208 [===========================>..] - ETA: 8:16 - loss: 0.0500 - accuracy: 0.9875
1149/1208 [===========================>..] - ETA: 8:08 - loss: 0.0499 - accuracy: 0.9875
1150/1208 [===========================>..] - ETA: 7:59 - loss: 0.0500 - accuracy: 0.9875
1151/1208 [===========================>..] - ETA: 7:51 - loss: 0.0500 - accuracy: 0.9875
1152/1208 [===========================>..] - ETA: 7:43 - loss: 0.0500 - accuracy: 0.9875
1153/1208 [===========================>..] - ETA: 7:34 - loss: 0.0500 - accuracy: 0.9875
1154/1208 [===========================>..] - ETA: 7:26 - loss: 0.0499 - accuracy: 0.9875
1155/1208 [===========================>..] - ETA: 7:18 - loss: 0.0499 - accuracy: 0.9875
1156/1208 [===========================>..] - ETA: 7:09 - loss: 0.0499 - accuracy: 0.9875
1157/1208 [===========================>..] - ETA: 7:01 - loss: 0.0499 - accuracy: 0.9875
1158/1208 [===========================>..] - ETA: 6:53 - loss: 0.0499 - accuracy: 0.9875
1159/1208 [===========================>..] - ETA: 6:44 - loss: 0.0499 - accuracy: 0.9875
1160/1208 [===========================>..] - ETA: 6:36 - loss: 0.0500 - accuracy: 0.9875
1161/1208 [===========================>..] - ETA: 6:28 - loss: 0.0500 - accuracy: 0.9875
1162/1208 [===========================>..] - ETA: 6:19 - loss: 0.0499 - accuracy: 0.9875
1163/1208 [===========================>..] - ETA: 6:11 - loss: 0.0499 - accuracy: 0.9875
1164/1208 [===========================>..] - ETA: 6:03 - loss: 0.0499 - accuracy: 0.9875
1165/1208 [===========================>..] - ETA: 5:54 - loss: 0.0499 - accuracy: 0.9875
1166/1208 [===========================>..] - ETA: 5:46 - loss: 0.0499 - accuracy: 0.9875
1167/1208 [===========================>..] - ETA: 5:38 - loss: 0.0499 - accuracy: 0.9875
1168/1208 [============================>.] - ETA: 5:30 - loss: 0.0500 - accuracy: 0.9875
1169/1208 [============================>.] - ETA: 5:21 - loss: 0.0500 - accuracy: 0.9875
1170/1208 [============================>.] - ETA: 5:13 - loss: 0.0500 - accuracy: 0.9875
1171/1208 [============================>.] - ETA: 5:05 - loss: 0.0500 - accuracy: 0.9875
1172/1208 [============================>.] - ETA: 4:57 - loss: 0.0500 - accuracy: 0.9875
1173/1208 [============================>.] - ETA: 4:48 - loss: 0.0500 - accuracy: 0.9875
1174/1208 [============================>.] - ETA: 4:40 - loss: 0.0501 - accuracy: 0.9874
1175/1208 [============================>.] - ETA: 4:32 - loss: 0.0500 - accuracy: 0.9874
1176/1208 [============================>.] - ETA: 4:24 - loss: 0.0500 - accuracy: 0.9875
1177/1208 [============================>.] - ETA: 4:15 - loss: 0.0500 - accuracy: 0.9875
1178/1208 [============================>.] - ETA: 4:07 - loss: 0.0499 - accuracy: 0.9875
1179/1208 [============================>.] - ETA: 3:59 - loss: 0.0499 - accuracy: 0.9875
1180/1208 [============================>.] - ETA: 3:51 - loss: 0.0499 - accuracy: 0.9875
1181/1208 [============================>.] - ETA: 3:42 - loss: 0.0499 - accuracy: 0.9875
1182/1208 [============================>.] - ETA: 3:34 - loss: 0.0499 - accuracy: 0.9875
1183/1208 [============================>.] - ETA: 3:26 - loss: 0.0499 - accuracy: 0.9875
1184/1208 [============================>.] - ETA: 3:18 - loss: 0.0499 - accuracy: 0.9875
1185/1208 [============================>.] - ETA: 3:10 - loss: 0.0499 - accuracy: 0.9875
1186/1208 [============================>.] - ETA: 3:01 - loss: 0.0498 - accuracy: 0.9875
1187/1208 [============================>.] - ETA: 2:53 - loss: 0.0498 - accuracy: 0.9875
1188/1208 [============================>.] - ETA: 2:45 - loss: 0.0498 - accuracy: 0.9875
1189/1208 [============================>.] - ETA: 2:37 - loss: 0.0498 - accuracy: 0.9875
1190/1208 [============================>.] - ETA: 2:28 - loss: 0.0498 - accuracy: 0.9875
1191/1208 [============================>.] - ETA: 2:20 - loss: 0.0498 - accuracy: 0.9875
1192/1208 [============================>.] - ETA: 2:12 - loss: 0.0498 - accuracy: 0.9875
1193/1208 [============================>.] - ETA: 2:04 - loss: 0.0499 - accuracy: 0.9875
1194/1208 [============================>.] - ETA: 1:55 - loss: 0.0499 - accuracy: 0.9875
1195/1208 [============================>.] - ETA: 1:47 - loss: 0.0499 - accuracy: 0.9874
1196/1208 [============================>.] - ETA: 1:39 - loss: 0.0499 - accuracy: 0.9874
1197/1208 [============================>.] - ETA: 1:30 - loss: 0.0499 - accuracy: 0.9874
1198/1208 [============================>.] - ETA: 1:22 - loss: 0.0499 - accuracy: 0.9875
1199/1208 [============================>.] - ETA: 1:14 - loss: 0.0499 - accuracy: 0.9875
1200/1208 [============================>.] - ETA: 1:06 - loss: 0.0499 - accuracy: 0.9875
1201/1208 [============================>.] - ETA: 57s - loss: 0.0499 - accuracy: 0.9875 
1202/1208 [============================>.] - ETA: 49s - loss: 0.0499 - accuracy: 0.9875
1203/1208 [============================>.] - ETA: 41s - loss: 0.0499 - accuracy: 0.9875
1204/1208 [============================>.] - ETA: 33s - loss: 0.0499 - accuracy: 0.9875
1205/1208 [============================>.] - ETA: 24s - loss: 0.0499 - accuracy: 0.9875
1206/1208 [============================>.] - ETA: 16s - loss: 0.0500 - accuracy: 0.9875
1207/1208 [============================>.] - ETA: 8s - loss: 0.0499 - accuracy: 0.9875 
1208/1208 [==============================] - 9993s 8s/step - loss: 0.0499 - accuracy: 0.9875
val_acc: 0.81588, best_val_acc: 0.84858, test_acc: 0.82467

final test acc: 0.851273

