Training and Validation Metrics Per Epoch ================================================== Epoch 1 Training Accuracy: 0.9581 Validation Accuracy: 0.9926 Training Loss: 0.1268 Validation Loss: 0.0368 -------------------------------------------------- Epoch 2 Training Accuracy: 0.9904 Validation Accuracy: 0.9956 Training Loss: 0.0339 Validation Loss: 0.0224 -------------------------------------------------- Epoch 3 Training Accuracy: 0.9934 Validation Accuracy: 0.9964 Training Loss: 0.0211 Validation Loss: 0.0169 -------------------------------------------------- Epoch 4 Training Accuracy: 0.9943 Validation Accuracy: 0.9960 Training Loss: 0.0180 Validation Loss: 0.0170 -------------------------------------------------- Epoch 5 Training Accuracy: 0.9952 Validation Accuracy: 0.9964 Training Loss: 0.0150 Validation Loss: 0.0131 -------------------------------------------------- Epoch 6 Training Accuracy: 0.9968 Validation Accuracy: 0.9962 Training Loss: 0.0117 Validation Loss: 0.0132 -------------------------------------------------- Epoch 7 Training Accuracy: 0.9968 Validation Accuracy: 0.9964 Training Loss: 0.0103 Validation Loss: 0.0110 -------------------------------------------------- Epoch 8 Training Accuracy: 0.9974 Validation Accuracy: 0.9964 Training Loss: 0.0082 Validation Loss: 0.0101 -------------------------------------------------- Epoch 9 Training Accuracy: 0.9974 Validation Accuracy: 0.9966 Training Loss: 0.0083 Validation Loss: 0.0098 -------------------------------------------------- Epoch 10 Training Accuracy: 0.9974 Validation Accuracy: 0.9978 Training Loss: 0.0075 Validation Loss: 0.0072 -------------------------------------------------- Epoch 11 Training Accuracy: 0.9985 Validation Accuracy: 0.9966 Training Loss: 0.0064 Validation Loss: 0.0091 -------------------------------------------------- Epoch 12 Training Accuracy: 0.9975 Validation Accuracy: 0.9966 Training Loss: 0.0075 Validation Loss: 0.0094 -------------------------------------------------- Epoch 13 Training Accuracy: 0.9983 Validation Accuracy: 0.9964 Training Loss: 0.0052 Validation Loss: 0.0089 -------------------------------------------------- Epoch 14 Training Accuracy: 0.9984 Validation Accuracy: 0.9970 Training Loss: 0.0051 Validation Loss: 0.0072 -------------------------------------------------- Epoch 15 Training Accuracy: 0.9986 Validation Accuracy: 0.9962 Training Loss: 0.0044 Validation Loss: 0.0096 -------------------------------------------------- Epoch 16 Training Accuracy: 0.9984 Validation Accuracy: 0.9968 Training Loss: 0.0045 Validation Loss: 0.0087 -------------------------------------------------- Epoch 17 Training Accuracy: 0.9982 Validation Accuracy: 0.9954 Training Loss: 0.0052 Validation Loss: 0.0109 -------------------------------------------------- Epoch 18 Training Accuracy: 0.9983 Validation Accuracy: 0.9966 Training Loss: 0.0045 Validation Loss: 0.0085 -------------------------------------------------- Epoch 19 Training Accuracy: 0.9987 Validation Accuracy: 0.9972 Training Loss: 0.0041 Validation Loss: 0.0090 -------------------------------------------------- Epoch 20 Training Accuracy: 0.9991 Validation Accuracy: 0.9976 Training Loss: 0.0030 Validation Loss: 0.0077 -------------------------------------------------- Epoch 21 Training Accuracy: 0.9989 Validation Accuracy: 0.9970 Training Loss: 0.0037 Validation Loss: 0.0094 -------------------------------------------------- Epoch 22 Training Accuracy: 0.9991 Validation Accuracy: 0.9978 Training Loss: 0.0037 Validation Loss: 0.0075 -------------------------------------------------- Epoch 23 Training Accuracy: 0.9989 Validation Accuracy: 0.9978 Training Loss: 0.0035 Validation Loss: 0.0071 -------------------------------------------------- Epoch 24 Training Accuracy: 0.9990 Validation Accuracy: 0.9976 Training Loss: 0.0032 Validation Loss: 0.0057 -------------------------------------------------- Epoch 25 Training Accuracy: 0.9992 Validation Accuracy: 0.9974 Training Loss: 0.0029 Validation Loss: 0.0067 -------------------------------------------------- Epoch 26 Training Accuracy: 0.9992 Validation Accuracy: 0.9976 Training Loss: 0.0027 Validation Loss: 0.0067 -------------------------------------------------- Epoch 27 Training Accuracy: 0.9992 Validation Accuracy: 0.9976 Training Loss: 0.0023 Validation Loss: 0.0064 -------------------------------------------------- Epoch 28 Training Accuracy: 0.9993 Validation Accuracy: 0.9976 Training Loss: 0.0024 Validation Loss: 0.0061 -------------------------------------------------- Epoch 29 Training Accuracy: 0.9993 Validation Accuracy: 0.9980 Training Loss: 0.0022 Validation Loss: 0.0053 -------------------------------------------------- Epoch 30 Training Accuracy: 0.9990 Validation Accuracy: 0.9970 Training Loss: 0.0031 Validation Loss: 0.0062 --------------------------------------------------