Training and Validation Metrics Per Epoch ================================================== Epoch 1 Training Accuracy: 0.9750 Validation Accuracy: 0.9936 Training Loss: 0.0924 Validation Loss: 0.0226 -------------------------------------------------- Epoch 2 Training Accuracy: 0.9956 Validation Accuracy: 0.9958 Training Loss: 0.0195 Validation Loss: 0.0126 -------------------------------------------------- Epoch 3 Training Accuracy: 0.9970 Validation Accuracy: 0.9972 Training Loss: 0.0118 Validation Loss: 0.0094 -------------------------------------------------- Epoch 4 Training Accuracy: 0.9977 Validation Accuracy: 0.9980 Training Loss: 0.0092 Validation Loss: 0.0073 -------------------------------------------------- Epoch 5 Training Accuracy: 0.9979 Validation Accuracy: 0.9980 Training Loss: 0.0074 Validation Loss: 0.0063 -------------------------------------------------- Epoch 6 Training Accuracy: 0.9989 Validation Accuracy: 0.9984 Training Loss: 0.0050 Validation Loss: 0.0049 -------------------------------------------------- Epoch 7 Training Accuracy: 0.9987 Validation Accuracy: 0.9986 Training Loss: 0.0045 Validation Loss: 0.0044 -------------------------------------------------- Epoch 8 Training Accuracy: 0.9990 Validation Accuracy: 0.9988 Training Loss: 0.0039 Validation Loss: 0.0043 -------------------------------------------------- Epoch 9 Training Accuracy: 0.9996 Validation Accuracy: 0.9988 Training Loss: 0.0023 Validation Loss: 0.0038 -------------------------------------------------- Epoch 10 Training Accuracy: 0.9993 Validation Accuracy: 0.9994 Training Loss: 0.0027 Validation Loss: 0.0033 -------------------------------------------------- Epoch 11 Training Accuracy: 0.9992 Validation Accuracy: 0.9990 Training Loss: 0.0029 Validation Loss: 0.0035 -------------------------------------------------- Epoch 12 Training Accuracy: 0.9998 Validation Accuracy: 0.9996 Training Loss: 0.0015 Validation Loss: 0.0027 -------------------------------------------------- Epoch 13 Training Accuracy: 0.9995 Validation Accuracy: 0.9992 Training Loss: 0.0021 Validation Loss: 0.0029 -------------------------------------------------- Epoch 14 Training Accuracy: 0.9991 Validation Accuracy: 0.9992 Training Loss: 0.0023 Validation Loss: 0.0029 -------------------------------------------------- Epoch 15 Training Accuracy: 0.9997 Validation Accuracy: 0.9994 Training Loss: 0.0015 Validation Loss: 0.0025 -------------------------------------------------- Epoch 16 Training Accuracy: 0.9997 Validation Accuracy: 0.9996 Training Loss: 0.0016 Validation Loss: 0.0022 -------------------------------------------------- Epoch 17 Training Accuracy: 0.9999 Validation Accuracy: 0.9996 Training Loss: 0.0010 Validation Loss: 0.0024 -------------------------------------------------- Epoch 18 Training Accuracy: 0.9998 Validation Accuracy: 0.9996 Training Loss: 0.0012 Validation Loss: 0.0025 -------------------------------------------------- Epoch 19 Training Accuracy: 0.9996 Validation Accuracy: 0.9996 Training Loss: 0.0014 Validation Loss: 0.0018 -------------------------------------------------- Epoch 20 Training Accuracy: 0.9995 Validation Accuracy: 0.9996 Training Loss: 0.0015 Validation Loss: 0.0014 -------------------------------------------------- Epoch 21 Training Accuracy: 0.9999 Validation Accuracy: 0.9994 Training Loss: 0.0007 Validation Loss: 0.0018 -------------------------------------------------- Epoch 22 Training Accuracy: 0.9998 Validation Accuracy: 0.9996 Training Loss: 0.0008 Validation Loss: 0.0017 -------------------------------------------------- Epoch 23 Training Accuracy: 0.9999 Validation Accuracy: 0.9996 Training Loss: 0.0005 Validation Loss: 0.0017 -------------------------------------------------- Epoch 24 Training Accuracy: 0.9996 Validation Accuracy: 0.9994 Training Loss: 0.0013 Validation Loss: 0.0018 -------------------------------------------------- Epoch 25 Training Accuracy: 0.9999 Validation Accuracy: 0.9996 Training Loss: 0.0007 Validation Loss: 0.0017 -------------------------------------------------- Epoch 26 Training Accuracy: 0.9998 Validation Accuracy: 0.9994 Training Loss: 0.0007 Validation Loss: 0.0020 -------------------------------------------------- Epoch 27 Training Accuracy: 0.9998 Validation Accuracy: 0.9996 Training Loss: 0.0008 Validation Loss: 0.0014 -------------------------------------------------- Epoch 28 Training Accuracy: 0.9998 Validation Accuracy: 0.9994 Training Loss: 0.0005 Validation Loss: 0.0018 -------------------------------------------------- Epoch 29 Training Accuracy: 0.9997 Validation Accuracy: 0.9996 Training Loss: 0.0009 Validation Loss: 0.0016 -------------------------------------------------- Epoch 30 Training Accuracy: 0.9995 Validation Accuracy: 0.9990 Training Loss: 0.0012 Validation Loss: 0.0022 --------------------------------------------------