Training and Validation Metrics Per Epoch ================================================== Epoch 1 Training Accuracy: 0.9702 Validation Accuracy: 0.9954 Training Loss: 0.0933 Validation Loss: 0.0199 -------------------------------------------------- Epoch 2 Training Accuracy: 0.9912 Validation Accuracy: 0.9971 Training Loss: 0.0285 Validation Loss: 0.0110 -------------------------------------------------- Epoch 3 Training Accuracy: 0.9938 Validation Accuracy: 0.9975 Training Loss: 0.0201 Validation Loss: 0.0086 -------------------------------------------------- Epoch 4 Training Accuracy: 0.9953 Validation Accuracy: 0.9982 Training Loss: 0.0149 Validation Loss: 0.0065 -------------------------------------------------- Epoch 5 Training Accuracy: 0.9962 Validation Accuracy: 0.9979 Training Loss: 0.0118 Validation Loss: 0.0060 -------------------------------------------------- Epoch 6 Training Accuracy: 0.9970 Validation Accuracy: 0.9986 Training Loss: 0.0097 Validation Loss: 0.0045 -------------------------------------------------- Epoch 7 Training Accuracy: 0.9976 Validation Accuracy: 0.9986 Training Loss: 0.0088 Validation Loss: 0.0045 -------------------------------------------------- Epoch 8 Training Accuracy: 0.9973 Validation Accuracy: 0.9986 Training Loss: 0.0082 Validation Loss: 0.0040 -------------------------------------------------- Epoch 9 Training Accuracy: 0.9978 Validation Accuracy: 0.9988 Training Loss: 0.0075 Validation Loss: 0.0033 -------------------------------------------------- Epoch 10 Training Accuracy: 0.9978 Validation Accuracy: 0.9989 Training Loss: 0.0069 Validation Loss: 0.0027 -------------------------------------------------- Epoch 11 Training Accuracy: 0.9979 Validation Accuracy: 0.9989 Training Loss: 0.0059 Validation Loss: 0.0028 -------------------------------------------------- Epoch 12 Training Accuracy: 0.9982 Validation Accuracy: 0.9989 Training Loss: 0.0057 Validation Loss: 0.0027 -------------------------------------------------- Epoch 13 Training Accuracy: 0.9982 Validation Accuracy: 0.9988 Training Loss: 0.0053 Validation Loss: 0.0026 -------------------------------------------------- Epoch 14 Training Accuracy: 0.9986 Validation Accuracy: 0.9989 Training Loss: 0.0044 Validation Loss: 0.0024 -------------------------------------------------- Epoch 15 Training Accuracy: 0.9987 Validation Accuracy: 0.9988 Training Loss: 0.0046 Validation Loss: 0.0021 -------------------------------------------------- Epoch 16 Training Accuracy: 0.9988 Validation Accuracy: 0.9990 Training Loss: 0.0039 Validation Loss: 0.0022 -------------------------------------------------- Epoch 17 Training Accuracy: 0.9987 Validation Accuracy: 0.9985 Training Loss: 0.0044 Validation Loss: 0.0034 -------------------------------------------------- Epoch 18 Training Accuracy: 0.9986 Validation Accuracy: 0.9994 Training Loss: 0.0040 Validation Loss: 0.0023 -------------------------------------------------- Epoch 19 Training Accuracy: 0.9986 Validation Accuracy: 0.9991 Training Loss: 0.0043 Validation Loss: 0.0022 -------------------------------------------------- Epoch 20 Training Accuracy: 0.9989 Validation Accuracy: 0.9990 Training Loss: 0.0036 Validation Loss: 0.0020 -------------------------------------------------- Epoch 21 Training Accuracy: 0.9986 Validation Accuracy: 0.9990 Training Loss: 0.0041 Validation Loss: 0.0020 -------------------------------------------------- Epoch 22 Training Accuracy: 0.9986 Validation Accuracy: 0.9993 Training Loss: 0.0041 Validation Loss: 0.0022 -------------------------------------------------- Epoch 23 Training Accuracy: 0.9990 Validation Accuracy: 0.9994 Training Loss: 0.0033 Validation Loss: 0.0015 -------------------------------------------------- Epoch 24 Training Accuracy: 0.9988 Validation Accuracy: 0.9992 Training Loss: 0.0040 Validation Loss: 0.0017 -------------------------------------------------- Epoch 25 Training Accuracy: 0.9990 Validation Accuracy: 0.9992 Training Loss: 0.0029 Validation Loss: 0.0024 -------------------------------------------------- Epoch 26 Training Accuracy: 0.9990 Validation Accuracy: 0.9993 Training Loss: 0.0032 Validation Loss: 0.0014 -------------------------------------------------- Epoch 27 Training Accuracy: 0.9991 Validation Accuracy: 0.9991 Training Loss: 0.0027 Validation Loss: 0.0018 -------------------------------------------------- Epoch 28 Training Accuracy: 0.9991 Validation Accuracy: 0.9991 Training Loss: 0.0028 Validation Loss: 0.0016 -------------------------------------------------- Epoch 29 Training Accuracy: 0.9994 Validation Accuracy: 0.9995 Training Loss: 0.0025 Validation Loss: 0.0023 -------------------------------------------------- Epoch 30 Training Accuracy: 0.9991 Validation Accuracy: 0.9993 Training Loss: 0.0027 Validation Loss: 0.0018 --------------------------------------------------