File size: 3,735 Bytes
1a2d214 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 | Training History ================================================================================ Epoch 1: Train Loss: 0.782064 Train Accuracy: 0.796889 Val Accuracy: 0.914889 Learning Rate: 0.00010000 Epoch Time: 37.31s Epoch 2: Train Loss: 0.207995 Train Accuracy: 0.940963 Val Accuracy: 0.941111 Learning Rate: 0.00010000 Epoch Time: 33.06s Epoch 3: Train Loss: 0.117121 Train Accuracy: 0.966963 Val Accuracy: 0.949778 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 4: Train Loss: 0.072624 Train Accuracy: 0.981481 Val Accuracy: 0.950444 Learning Rate: 0.00010000 Epoch Time: 33.08s Epoch 5: Train Loss: 0.057926 Train Accuracy: 0.984148 Val Accuracy: 0.949333 Learning Rate: 0.00010000 Epoch Time: 33.11s Epoch 6: Train Loss: 0.047323 Train Accuracy: 0.987630 Val Accuracy: 0.952444 Learning Rate: 0.00010000 Epoch Time: 33.07s Epoch 7: Train Loss: 0.042567 Train Accuracy: 0.987630 Val Accuracy: 0.955333 Learning Rate: 0.00010000 Epoch Time: 33.12s Epoch 8: Train Loss: 0.036085 Train Accuracy: 0.990074 Val Accuracy: 0.956444 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 9: Train Loss: 0.030210 Train Accuracy: 0.991556 Val Accuracy: 0.953111 Learning Rate: 0.00010000 Epoch Time: 33.11s Epoch 10: Train Loss: 0.033506 Train Accuracy: 0.990593 Val Accuracy: 0.956222 Learning Rate: 0.00010000 Epoch Time: 33.09s Epoch 11: Train Loss: 0.027432 Train Accuracy: 0.992519 Val Accuracy: 0.957556 Learning Rate: 0.00010000 Epoch Time: 33.11s Epoch 12: Train Loss: 0.027744 Train Accuracy: 0.991926 Val Accuracy: 0.956000 Learning Rate: 0.00010000 Epoch Time: 33.09s Epoch 13: Train Loss: 0.026804 Train Accuracy: 0.991778 Val Accuracy: 0.959111 Learning Rate: 0.00010000 Epoch Time: 33.11s Epoch 14: Train Loss: 0.024633 Train Accuracy: 0.992444 Val Accuracy: 0.958889 Learning Rate: 0.00010000 Epoch Time: 33.08s Epoch 15: Train Loss: 0.025374 Train Accuracy: 0.992815 Val Accuracy: 0.959111 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 16: Train Loss: 0.021128 Train Accuracy: 0.993630 Val Accuracy: 0.957111 Learning Rate: 0.00010000 Epoch Time: 33.08s Epoch 17: Train Loss: 0.020442 Train Accuracy: 0.994148 Val Accuracy: 0.962000 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 18: Train Loss: 0.016865 Train Accuracy: 0.994963 Val Accuracy: 0.959333 Learning Rate: 0.00010000 Epoch Time: 33.11s Epoch 19: Train Loss: 0.019852 Train Accuracy: 0.994148 Val Accuracy: 0.958667 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 20: Train Loss: 0.021633 Train Accuracy: 0.992296 Val Accuracy: 0.958444 Learning Rate: 0.00010000 Epoch Time: 33.10s Epoch 21: Train Loss: 0.024195 Train Accuracy: 0.992519 Val Accuracy: 0.959778 Learning Rate: 0.00010000 Epoch Time: 33.09s Epoch 22: Train Loss: 0.018204 Train Accuracy: 0.995037 Val Accuracy: 0.959111 Learning Rate: 0.00010000 Epoch Time: 33.08s Epoch 23: Train Loss: 0.018052 Train Accuracy: 0.994074 Val Accuracy: 0.957778 Learning Rate: 0.00010000 Epoch Time: 33.08s Epoch 24: Train Loss: 0.014583 Train Accuracy: 0.995704 Val Accuracy: 0.960000 Learning Rate: 0.00005000 Epoch Time: 33.10s Epoch 25: Train Loss: 0.009234 Train Accuracy: 0.997333 Val Accuracy: 0.959778 Learning Rate: 0.00005000 Epoch Time: 33.10s Epoch 26: Train Loss: 0.010239 Train Accuracy: 0.996667 Val Accuracy: 0.958667 Learning Rate: 0.00005000 Epoch Time: 33.10s Epoch 27: Train Loss: 0.011204 Train Accuracy: 0.996667 Val Accuracy: 0.960000 Learning Rate: 0.00005000 Epoch Time: 33.08s |