File size: 5,124 Bytes
c570c10 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 | 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 -------------------------------------------------- |