NASNetMobile/BINARY_NASNetMobile_Round4/training_validation_metrics.txt

Training and Validation Metrics Per Epoch
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Epoch 1
  Training Accuracy: 0.9546
  Validation Accuracy: 0.9906
  Training Loss: 0.1345
  Validation Loss: 0.0445
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Epoch 2
  Training Accuracy: 0.9907
  Validation Accuracy: 0.9942
  Training Loss: 0.0343
  Validation Loss: 0.0269
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Epoch 3
  Training Accuracy: 0.9931
  Validation Accuracy: 0.9958
  Training Loss: 0.0237
  Validation Loss: 0.0195
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Epoch 4
  Training Accuracy: 0.9946
  Validation Accuracy: 0.9964
  Training Loss: 0.0173
  Validation Loss: 0.0157
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Epoch 5
  Training Accuracy: 0.9962
  Validation Accuracy: 0.9970
  Training Loss: 0.0138
  Validation Loss: 0.0129
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Epoch 6
  Training Accuracy: 0.9963
  Validation Accuracy: 0.9964
  Training Loss: 0.0123
  Validation Loss: 0.0127
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Epoch 7
  Training Accuracy: 0.9971
  Validation Accuracy: 0.9964
  Training Loss: 0.0097
  Validation Loss: 0.0120
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Epoch 8
  Training Accuracy: 0.9971
  Validation Accuracy: 0.9966
  Training Loss: 0.0089
  Validation Loss: 0.0113
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Epoch 9
  Training Accuracy: 0.9978
  Validation Accuracy: 0.9972
  Training Loss: 0.0081
  Validation Loss: 0.0100
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Epoch 10
  Training Accuracy: 0.9979
  Validation Accuracy: 0.9978
  Training Loss: 0.0077
  Validation Loss: 0.0084
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Epoch 11
  Training Accuracy: 0.9979
  Validation Accuracy: 0.9974
  Training Loss: 0.0066
  Validation Loss: 0.0085
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Epoch 12
  Training Accuracy: 0.9981
  Validation Accuracy: 0.9964
  Training Loss: 0.0064
  Validation Loss: 0.0088
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Epoch 13
  Training Accuracy: 0.9986
  Validation Accuracy: 0.9956
  Training Loss: 0.0050
  Validation Loss: 0.0101
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Epoch 14
  Training Accuracy: 0.9985
  Validation Accuracy: 0.9976
  Training Loss: 0.0051
  Validation Loss: 0.0066
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Epoch 15
  Training Accuracy: 0.9982
  Validation Accuracy: 0.9972
  Training Loss: 0.0057
  Validation Loss: 0.0076
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Epoch 16
  Training Accuracy: 0.9985
  Validation Accuracy: 0.9962
  Training Loss: 0.0047
  Validation Loss: 0.0087
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Epoch 17
  Training Accuracy: 0.9983
  Validation Accuracy: 0.9962
  Training Loss: 0.0056
  Validation Loss: 0.0097
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Epoch 18
  Training Accuracy: 0.9989
  Validation Accuracy: 0.9974
  Training Loss: 0.0040
  Validation Loss: 0.0066
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Epoch 19
  Training Accuracy: 0.9987
  Validation Accuracy: 0.9972
  Training Loss: 0.0044
  Validation Loss: 0.0060
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Epoch 20
  Training Accuracy: 0.9986
  Validation Accuracy: 0.9966
  Training Loss: 0.0043
  Validation Loss: 0.0104
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Epoch 21
  Training Accuracy: 0.9990
  Validation Accuracy: 0.9962
  Training Loss: 0.0038
  Validation Loss: 0.0143
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Epoch 22
  Training Accuracy: 0.9988
  Validation Accuracy: 0.9970
  Training Loss: 0.0034
  Validation Loss: 0.0064
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Epoch 23
  Training Accuracy: 0.9991
  Validation Accuracy: 0.9970
  Training Loss: 0.0030
  Validation Loss: 0.0067
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Epoch 24
  Training Accuracy: 0.9988
  Validation Accuracy: 0.9956
  Training Loss: 0.0037
  Validation Loss: 0.0130
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Epoch 25
  Training Accuracy: 0.9989
  Validation Accuracy: 0.9976
  Training Loss: 0.0031
  Validation Loss: 0.0066
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Epoch 26
  Training Accuracy: 0.9993
  Validation Accuracy: 0.9968
  Training Loss: 0.0028
  Validation Loss: 0.0091
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Epoch 27
  Training Accuracy: 0.9991
  Validation Accuracy: 0.9970
  Training Loss: 0.0029
  Validation Loss: 0.0064
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Epoch 28
  Training Accuracy: 0.9987
  Validation Accuracy: 0.9978
  Training Loss: 0.0033
  Validation Loss: 0.0064
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Epoch 29
  Training Accuracy: 0.9995
  Validation Accuracy: 0.9978
  Training Loss: 0.0021
  Validation Loss: 0.0058
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Epoch 30
  Training Accuracy: 0.9991
  Validation Accuracy: 0.9972
  Training Loss: 0.0027
  Validation Loss: 0.0070
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