Training and Validation Metrics Per Epoch ================================================== Epoch 1 Training Accuracy: 0.9745 Validation Accuracy: 0.9942 Training Loss: 0.0934 Validation Loss: 0.0230 -------------------------------------------------- Epoch 2 Training Accuracy: 0.9954 Validation Accuracy: 0.9964 Training Loss: 0.0196 Validation Loss: 0.0137 -------------------------------------------------- Epoch 3 Training Accuracy: 0.9973 Validation Accuracy: 0.9974 Training Loss: 0.0119 Validation Loss: 0.0099 -------------------------------------------------- Epoch 4 Training Accuracy: 0.9981 Validation Accuracy: 0.9974 Training Loss: 0.0084 Validation Loss: 0.0086 -------------------------------------------------- Epoch 5 Training Accuracy: 0.9983 Validation Accuracy: 0.9984 Training Loss: 0.0063 Validation Loss: 0.0070 -------------------------------------------------- Epoch 6 Training Accuracy: 0.9986 Validation Accuracy: 0.9984 Training Loss: 0.0055 Validation Loss: 0.0049 -------------------------------------------------- Epoch 7 Training Accuracy: 0.9990 Validation Accuracy: 0.9988 Training Loss: 0.0039 Validation Loss: 0.0056 -------------------------------------------------- Epoch 8 Training Accuracy: 0.9993 Validation Accuracy: 0.9986 Training Loss: 0.0031 Validation Loss: 0.0043 -------------------------------------------------- Epoch 9 Training Accuracy: 0.9991 Validation Accuracy: 0.9992 Training Loss: 0.0034 Validation Loss: 0.0034 -------------------------------------------------- Epoch 10 Training Accuracy: 0.9989 Validation Accuracy: 0.9992 Training Loss: 0.0031 Validation Loss: 0.0033 -------------------------------------------------- Epoch 11 Training Accuracy: 0.9993 Validation Accuracy: 0.9994 Training Loss: 0.0023 Validation Loss: 0.0028 -------------------------------------------------- Epoch 12 Training Accuracy: 0.9995 Validation Accuracy: 0.9996 Training Loss: 0.0019 Validation Loss: 0.0028 -------------------------------------------------- Epoch 13 Training Accuracy: 0.9995 Validation Accuracy: 0.9996 Training Loss: 0.0018 Validation Loss: 0.0024 -------------------------------------------------- Epoch 14 Training Accuracy: 0.9998 Validation Accuracy: 0.9992 Training Loss: 0.0015 Validation Loss: 0.0029 -------------------------------------------------- Epoch 15 Training Accuracy: 0.9997 Validation Accuracy: 0.9996 Training Loss: 0.0015 Validation Loss: 0.0020 -------------------------------------------------- Epoch 16 Training Accuracy: 0.9996 Validation Accuracy: 0.9988 Training Loss: 0.0016 Validation Loss: 0.0031 -------------------------------------------------- Epoch 17 Training Accuracy: 0.9997 Validation Accuracy: 0.9996 Training Loss: 0.0012 Validation Loss: 0.0022 -------------------------------------------------- Epoch 18 Training Accuracy: 0.9997 Validation Accuracy: 0.9996 Training Loss: 0.0012 Validation Loss: 0.0019 -------------------------------------------------- Epoch 19 Training Accuracy: 0.9997 Validation Accuracy: 0.9996 Training Loss: 0.0011 Validation Loss: 0.0022 -------------------------------------------------- Epoch 20 Training Accuracy: 0.9997 Validation Accuracy: 0.9994 Training Loss: 0.0011 Validation Loss: 0.0021 -------------------------------------------------- Epoch 21 Training Accuracy: 0.9995 Validation Accuracy: 0.9994 Training Loss: 0.0015 Validation Loss: 0.0024 -------------------------------------------------- Epoch 22 Training Accuracy: 0.9999 Validation Accuracy: 0.9992 Training Loss: 0.0008 Validation Loss: 0.0025 -------------------------------------------------- Epoch 23 Training Accuracy: 0.9998 Validation Accuracy: 0.9996 Training Loss: 0.0010 Validation Loss: 0.0021 -------------------------------------------------- Epoch 24 Training Accuracy: 0.9997 Validation Accuracy: 0.9996 Training Loss: 0.0009 Validation Loss: 0.0018 -------------------------------------------------- Epoch 25 Training Accuracy: 0.9995 Validation Accuracy: 0.9994 Training Loss: 0.0013 Validation Loss: 0.0023 -------------------------------------------------- Epoch 26 Training Accuracy: 0.9998 Validation Accuracy: 0.9996 Training Loss: 0.0010 Validation Loss: 0.0019 -------------------------------------------------- Epoch 27 Training Accuracy: 0.9998 Validation Accuracy: 0.9994 Training Loss: 0.0007 Validation Loss: 0.0020 -------------------------------------------------- Epoch 28 Training Accuracy: 0.9998 Validation Accuracy: 0.9996 Training Loss: 0.0007 Validation Loss: 0.0017 -------------------------------------------------- Epoch 29 Training Accuracy: 0.9998 Validation Accuracy: 0.9996 Training Loss: 0.0008 Validation Loss: 0.0015 -------------------------------------------------- Epoch 30 Training Accuracy: 0.9998 Validation Accuracy: 0.9998 Training Loss: 0.0005 Validation Loss: 0.0011 --------------------------------------------------