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: 0.9750 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 -------------------------------------------------- |