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