Datasets
Models
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/results/VNet.txt
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| a | b/results/VNet.txt | ||
|---|---|---|---|
| 1 | Epoch:[1/160] train_loss: 0.670 valid_loss: 0.559 |
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| 2 | train_dice: 0.337 valid_dice: 0.192 |
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| 3 | Epoch:[2/160] train_loss: 0.522 valid_loss: 0.567 |
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| 4 | train_dice: 0.317 valid_dice: 0.143 |
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| 5 | Epoch:[3/160] train_loss: 0.447 valid_loss: 0.711 |
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| 6 | train_dice: 0.552 valid_dice: 0.568 |
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| 7 | Epoch:[4/160] train_loss: 0.392 valid_loss: 0.433 |
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| 8 | train_dice: 0.632 valid_dice: 0.632 |
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| 9 | Epoch:[5/160] train_loss: 0.371 valid_loss: 0.350 |
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| 10 | train_dice: 0.649 valid_dice: 0.626 |
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| 11 | Epoch:[6/160] train_loss: 0.314 valid_loss: 0.480 |
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| 12 | train_dice: 0.711 valid_dice: 0.690 |
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| 13 | Epoch:[7/160] train_loss: 0.302 valid_loss: 0.431 |
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| 14 | train_dice: 0.732 valid_dice: 0.584 |
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| 15 | Epoch:[8/160] train_loss: 0.279 valid_loss: 0.254 |
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| 16 | train_dice: 0.749 valid_dice: 0.753 |
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| 17 | Epoch:[9/160] train_loss: 0.246 valid_loss: 0.223 |
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| 18 | train_dice: 0.785 valid_dice: 0.799 |
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| 19 | Epoch:[10/160] train_loss: 0.229 valid_loss: 0.224 |
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| 20 | train_dice: 0.802 valid_dice: 0.811 |
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| 21 | Epoch:[11/160] train_loss: 0.204 valid_loss: 0.492 |
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| 22 | train_dice: 0.822 valid_dice: 0.477 |
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| 23 | Epoch:[12/160] train_loss: 0.197 valid_loss: 0.208 |
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| 24 | train_dice: 0.829 valid_dice: 0.821 |
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| 25 | Epoch:[13/160] train_loss: 0.182 valid_loss: 0.175 |
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| 26 | train_dice: 0.841 valid_dice: 0.847 |
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| 27 | Epoch:[14/160] train_loss: 0.169 valid_loss: 0.131 |
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| 28 | train_dice: 0.863 valid_dice: 0.889 |
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| 29 | Epoch:[15/160] train_loss: 0.161 valid_loss: 0.163 |
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| 30 | train_dice: 0.865 valid_dice: 0.855 |
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| 31 | Epoch:[16/160] train_loss: 0.145 valid_loss: 0.119 |
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| 32 | train_dice: 0.878 valid_dice: 0.898 |
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| 33 | Epoch:[17/160] train_loss: 0.147 valid_loss: 0.163 |
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| 34 | train_dice: 0.876 valid_dice: 0.867 |
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| 35 | Epoch:[18/160] train_loss: 0.142 valid_loss: 0.138 |
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| 36 | train_dice: 0.877 valid_dice: 0.889 |
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| 37 | Epoch:[19/160] train_loss: 0.126 valid_loss: 0.115 |
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| 38 | train_dice: 0.895 valid_dice: 0.905 |
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| 39 | Epoch:[20/160] train_loss: 0.126 valid_loss: 0.107 |
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| 40 | train_dice: 0.893 valid_dice: 0.910 |
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| 41 | Epoch:[21/160] train_loss: 0.127 valid_loss: 0.104 |
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| 42 | train_dice: 0.898 valid_dice: 0.912 |
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| 43 | Epoch:[22/160] train_loss: 0.123 valid_loss: 0.109 |
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| 44 | train_dice: 0.896 valid_dice: 0.905 |
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| 45 | Epoch:[23/160] train_loss: 0.121 valid_loss: 0.113 |
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| 46 | train_dice: 0.897 valid_dice: 0.901 |
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| 47 | Epoch:[24/160] train_loss: 0.106 valid_loss: 0.093 |
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| 48 | train_dice: 0.907 valid_dice: 0.921 |
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| 49 | Epoch:[25/160] train_loss: 0.117 valid_loss: 0.448 |
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| 50 | train_dice: 0.899 valid_dice: 0.604 |
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| 51 | Epoch:[26/160] train_loss: 0.114 valid_loss: 0.121 |
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| 52 | train_dice: 0.905 valid_dice: 0.892 |
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| 53 | Epoch:[27/160] train_loss: 0.121 valid_loss: 0.132 |
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| 54 | train_dice: 0.900 valid_dice: 0.888 |
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| 55 | Epoch:[28/160] train_loss: 0.115 valid_loss: 0.111 |
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| 56 | train_dice: 0.904 valid_dice: 0.902 |
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| 57 | Epoch:[29/160] train_loss: 0.108 valid_loss: 0.092 |
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| 58 | train_dice: 0.908 valid_dice: 0.922 |
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| 59 | Epoch:[30/160] train_loss: 0.110 valid_loss: 0.099 |
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| 60 | train_dice: 0.903 valid_dice: 0.915 |
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| 61 | Epoch:[31/160] train_loss: 0.097 valid_loss: 0.105 |
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| 62 | train_dice: 0.917 valid_dice: 0.909 |
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| 63 | Epoch:[32/160] train_loss: 0.110 valid_loss: 0.091 |
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| 64 | train_dice: 0.910 valid_dice: 0.923 |
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| 65 | Epoch:[33/160] train_loss: 0.106 valid_loss: 0.094 |
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| 66 | train_dice: 0.915 valid_dice: 0.920 |
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| 67 | Epoch:[34/160] train_loss: 0.107 valid_loss: 0.106 |
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| 68 | train_dice: 0.904 valid_dice: 0.914 |
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| 69 | Epoch:[35/160] train_loss: 0.099 valid_loss: 0.100 |
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| 70 | train_dice: 0.917 valid_dice: 0.917 |
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| 71 | Epoch:[36/160] train_loss: 0.102 valid_loss: 0.089 |
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| 72 | train_dice: 0.904 valid_dice: 0.922 |
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| 73 | Epoch:[37/160] train_loss: 0.100 valid_loss: 0.107 |
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| 74 | train_dice: 0.914 valid_dice: 0.906 |
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| 75 | Epoch:[38/160] train_loss: 0.102 valid_loss: 0.105 |
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| 76 | train_dice: 0.909 valid_dice: 0.912 |
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| 77 | Epoch:[39/160] train_loss: 0.098 valid_loss: 0.099 |
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| 78 | train_dice: 0.912 valid_dice: 0.915 |
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| 79 | Epoch:[40/160] train_loss: 0.093 valid_loss: 0.090 |
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| 80 | train_dice: 0.920 valid_dice: 0.921 |
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| 81 | Epoch:[41/160] train_loss: 0.100 valid_loss: 0.092 |
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| 82 | train_dice: 0.906 valid_dice: 0.920 |
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| 83 | Epoch:[42/160] train_loss: 0.099 valid_loss: 0.101 |
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| 84 | train_dice: 0.919 valid_dice: 0.910 |
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| 85 | Epoch:[43/160] train_loss: 0.094 valid_loss: 0.088 |
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| 86 | train_dice: 0.918 valid_dice: 0.922 |
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| 87 | Epoch:[44/160] train_loss: 0.088 valid_loss: 0.089 |
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| 88 | train_dice: 0.923 valid_dice: 0.923 |
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| 89 | Epoch:[45/160] train_loss: 0.091 valid_loss: 0.087 |
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| 90 | train_dice: 0.915 valid_dice: 0.926 |
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| 91 | Epoch:[46/160] train_loss: 0.093 valid_loss: 0.100 |
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| 92 | train_dice: 0.919 valid_dice: 0.915 |
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| 93 | Epoch:[47/160] train_loss: 0.090 valid_loss: 0.090 |
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| 94 | train_dice: 0.918 valid_dice: 0.920 |
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| 95 | Epoch:[48/160] train_loss: 0.087 valid_loss: 0.099 |
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| 96 | train_dice: 0.924 valid_dice: 0.914 |
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| 97 | Epoch:[49/160] train_loss: 0.098 valid_loss: 0.090 |
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| 98 | train_dice: 0.910 valid_dice: 0.927 |
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| 99 | Epoch:[50/160] train_loss: 0.082 valid_loss: 0.083 |
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| 100 | train_dice: 0.928 valid_dice: 0.927 |
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| 101 | Epoch:[51/160] train_loss: 0.088 valid_loss: 0.088 |
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| 102 | train_dice: 0.926 valid_dice: 0.925 |
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| 103 | Epoch:[52/160] train_loss: 0.082 valid_loss: 0.088 |
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| 104 | train_dice: 0.929 valid_dice: 0.923 |
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| 105 | Epoch:[53/160] train_loss: 0.091 valid_loss: 0.088 |
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| 106 | train_dice: 0.925 valid_dice: 0.924 |
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| 107 | Epoch:[54/160] train_loss: 0.083 valid_loss: 0.090 |
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| 108 | train_dice: 0.931 valid_dice: 0.922 |
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| 109 | Epoch:[55/160] train_loss: 0.084 valid_loss: 0.090 |
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| 110 | train_dice: 0.929 valid_dice: 0.921 |
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| 111 | Epoch:[56/160] train_loss: 0.085 valid_loss: 0.090 |
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| 112 | train_dice: 0.921 valid_dice: 0.920 |
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| 113 | Epoch:[57/160] train_loss: 0.083 valid_loss: 0.089 |
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| 114 | train_dice: 0.927 valid_dice: 0.926 |
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| 115 | Epoch:[58/160] train_loss: 0.080 valid_loss: 0.084 |
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| 116 | train_dice: 0.929 valid_dice: 0.929 |
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| 117 | Epoch:[59/160] train_loss: 0.083 valid_loss: 0.083 |
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| 118 | train_dice: 0.931 valid_dice: 0.929 |
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| 119 | Epoch:[60/160] train_loss: 0.081 valid_loss: 0.096 |
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| 120 | train_dice: 0.932 valid_dice: 0.917 |
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| 121 | Epoch:[61/160] train_loss: 0.084 valid_loss: 0.085 |
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| 122 | train_dice: 0.926 valid_dice: 0.927 |
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| 123 | Epoch:[62/160] train_loss: 0.081 valid_loss: 0.089 |
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| 124 | train_dice: 0.930 valid_dice: 0.924 |
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| 125 | Epoch:[63/160] train_loss: 0.078 valid_loss: 0.092 |
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| 126 | train_dice: 0.930 valid_dice: 0.920 |
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| 127 | Epoch:[64/160] train_loss: 0.087 valid_loss: 0.108 |
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| 128 | train_dice: 0.925 valid_dice: 0.909 |
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| 129 | Epoch:[65/160] train_loss: 0.086 valid_loss: 0.091 |
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| 130 | train_dice: 0.926 valid_dice: 0.922 |
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| 131 | Epoch:[66/160] train_loss: 0.091 valid_loss: 0.142 |
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| 132 | train_dice: 0.921 valid_dice: 0.872 |
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| 133 | Epoch:[67/160] train_loss: 0.088 valid_loss: 0.091 |
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| 134 | train_dice: 0.923 valid_dice: 0.924 |
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| 135 | Epoch:[68/160] train_loss: 0.081 valid_loss: 0.086 |
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| 136 | train_dice: 0.928 valid_dice: 0.926 |
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| 137 | Epoch:[69/160] train_loss: 0.083 valid_loss: 0.080 |
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| 138 | train_dice: 0.925 valid_dice: 0.931 |
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| 139 | Epoch:[70/160] train_loss: 0.083 valid_loss: 0.087 |
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| 140 | train_dice: 0.928 valid_dice: 0.927 |
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| 141 | Epoch:[71/160] train_loss: 0.089 valid_loss: 0.080 |
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| 142 | train_dice: 0.920 valid_dice: 0.934 |
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| 143 | Epoch:[72/160] train_loss: 0.083 valid_loss: 0.081 |
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| 144 | train_dice: 0.929 valid_dice: 0.930 |
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| 145 | Epoch:[73/160] train_loss: 0.081 valid_loss: 0.087 |
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| 146 | train_dice: 0.932 valid_dice: 0.924 |
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| 147 | Epoch:[74/160] train_loss: 0.079 valid_loss: 0.089 |
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| 148 | train_dice: 0.931 valid_dice: 0.922 |
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| 149 | Epoch:[75/160] train_loss: 0.080 valid_loss: 0.085 |
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| 150 | train_dice: 0.922 valid_dice: 0.927 |
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| 151 | Epoch:[76/160] train_loss: 0.083 valid_loss: 0.079 |
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| 152 | train_dice: 0.921 valid_dice: 0.932 |
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| 153 | Epoch:[77/160] train_loss: 0.083 valid_loss: 0.076 |
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| 154 | train_dice: 0.920 valid_dice: 0.935 |
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| 155 | Epoch:[78/160] train_loss: 0.077 valid_loss: 0.084 |
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| 156 | train_dice: 0.934 valid_dice: 0.928 |
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| 157 | Epoch:[79/160] train_loss: 0.078 valid_loss: 0.084 |
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| 158 | train_dice: 0.925 valid_dice: 0.928 |
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| 159 | Epoch:[80/160] train_loss: 0.081 valid_loss: 0.089 |
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| 160 | train_dice: 0.925 valid_dice: 0.924 |
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| 161 | Epoch:[81/160] train_loss: 0.082 valid_loss: 0.084 |
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| 162 | train_dice: 0.926 valid_dice: 0.929 |
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| 163 | Epoch:[82/160] train_loss: 0.081 valid_loss: 0.081 |
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| 164 | train_dice: 0.926 valid_dice: 0.929 |
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| 165 | Epoch:[83/160] train_loss: 0.084 valid_loss: 0.084 |
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| 166 | train_dice: 0.919 valid_dice: 0.928 |
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| 167 | Epoch:[84/160] train_loss: 0.090 valid_loss: 0.079 |
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| 168 | train_dice: 0.919 valid_dice: 0.933 |
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| 169 | Epoch:[85/160] train_loss: 0.089 valid_loss: 0.085 |
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| 170 | train_dice: 0.919 valid_dice: 0.928 |
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| 171 | Epoch:[86/160] train_loss: 0.084 valid_loss: 0.087 |
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| 172 | train_dice: 0.923 valid_dice: 0.925 |
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| 173 | Epoch:[87/160] train_loss: 0.083 valid_loss: 0.089 |
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| 174 | train_dice: 0.923 valid_dice: 0.926 |
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| 175 | Epoch:[88/160] train_loss: 0.074 valid_loss: 0.082 |
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| 176 | train_dice: 0.936 valid_dice: 0.932 |
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| 177 | Epoch:[89/160] train_loss: 0.072 valid_loss: 0.081 |
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| 178 | train_dice: 0.937 valid_dice: 0.932 |
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| 179 | Epoch:[90/160] train_loss: 0.079 valid_loss: 0.079 |
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| 180 | train_dice: 0.938 valid_dice: 0.935 |
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| 181 | Epoch:[91/160] train_loss: 0.082 valid_loss: 0.075 |
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| 182 | train_dice: 0.922 valid_dice: 0.937 |
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| 183 | Epoch:[92/160] train_loss: 0.075 valid_loss: 0.082 |
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| 184 | train_dice: 0.930 valid_dice: 0.931 |
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| 185 | Epoch:[93/160] train_loss: 0.073 valid_loss: 0.081 |
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| 186 | train_dice: 0.933 valid_dice: 0.934 |
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| 187 | Epoch:[94/160] train_loss: 0.076 valid_loss: 0.076 |
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| 188 | train_dice: 0.936 valid_dice: 0.934 |
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| 189 | Epoch:[95/160] train_loss: 0.074 valid_loss: 0.078 |
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| 190 | train_dice: 0.932 valid_dice: 0.933 |
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| 191 | Epoch:[96/160] train_loss: 0.075 valid_loss: 0.079 |
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| 192 | train_dice: 0.937 valid_dice: 0.935 |
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| 193 | Epoch:[97/160] train_loss: 0.074 valid_loss: 0.080 |
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| 194 | train_dice: 0.936 valid_dice: 0.930 |
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| 195 | Epoch:[98/160] train_loss: 0.069 valid_loss: 0.079 |
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| 196 | train_dice: 0.936 valid_dice: 0.932 |
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| 197 | Epoch:[99/160] train_loss: 0.071 valid_loss: 0.081 |
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| 198 | train_dice: 0.935 valid_dice: 0.928 |
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| 199 | Epoch:[100/160] train_loss: 0.074 valid_loss: 0.073 |
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| 200 | train_dice: 0.936 valid_dice: 0.937 |
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| 201 | Epoch:[101/160] train_loss: 0.073 valid_loss: 0.078 |
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| 202 | train_dice: 0.933 valid_dice: 0.934 |
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| 203 | Epoch:[102/160] train_loss: 0.069 valid_loss: 0.077 |
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| 204 | train_dice: 0.936 valid_dice: 0.934 |
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| 205 | Epoch:[103/160] train_loss: 0.074 valid_loss: 0.078 |
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| 206 | train_dice: 0.933 valid_dice: 0.935 |
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| 207 | Epoch:[104/160] train_loss: 0.072 valid_loss: 0.080 |
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| 208 | train_dice: 0.930 valid_dice: 0.933 |
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| 209 | Epoch:[105/160] train_loss: 0.071 valid_loss: 0.086 |
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| 210 | train_dice: 0.936 valid_dice: 0.927 |
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| 211 | Epoch:[106/160] train_loss: 0.070 valid_loss: 0.084 |
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| 212 | train_dice: 0.936 valid_dice: 0.932 |
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| 213 | Epoch:[107/160] train_loss: 0.070 valid_loss: 0.085 |
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| 214 | train_dice: 0.937 valid_dice: 0.927 |
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| 215 | Epoch:[108/160] train_loss: 0.080 valid_loss: 0.081 |
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| 216 | train_dice: 0.914 valid_dice: 0.931 |
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| 217 | Epoch:[109/160] train_loss: 0.067 valid_loss: 0.080 |
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| 218 | train_dice: 0.940 valid_dice: 0.933 |
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| 219 | Epoch:[110/160] train_loss: 0.068 valid_loss: 0.082 |
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| 220 | train_dice: 0.941 valid_dice: 0.932 |
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| 221 | Epoch:[111/160] train_loss: 0.077 valid_loss: 0.078 |
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| 222 | train_dice: 0.930 valid_dice: 0.935 |
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| 223 | Epoch:[112/160] train_loss: 0.068 valid_loss: 0.096 |
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| 224 | train_dice: 0.941 valid_dice: 0.918 |
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| 225 | Epoch:[113/160] train_loss: 0.073 valid_loss: 0.081 |
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| 226 | train_dice: 0.933 valid_dice: 0.931 |
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| 227 | Epoch:[114/160] train_loss: 0.079 valid_loss: 0.084 |
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| 228 | train_dice: 0.923 valid_dice: 0.930 |
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| 229 | Epoch:[115/160] train_loss: 0.067 valid_loss: 0.078 |
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| 230 | train_dice: 0.938 valid_dice: 0.934 |
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| 231 | Epoch:[116/160] train_loss: 0.063 valid_loss: 0.083 |
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| 232 | train_dice: 0.945 valid_dice: 0.930 |
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| 233 | Epoch:[117/160] train_loss: 0.071 valid_loss: 0.086 |
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| 234 | train_dice: 0.938 valid_dice: 0.928 |
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| 235 | Epoch:[118/160] train_loss: 0.072 valid_loss: 0.080 |
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| 236 | train_dice: 0.933 valid_dice: 0.934 |
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| 237 | Epoch:[119/160] train_loss: 0.073 valid_loss: 0.086 |
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| 238 | train_dice: 0.928 valid_dice: 0.928 |
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| 239 | Epoch:[120/160] train_loss: 0.071 valid_loss: 0.083 |
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| 240 | train_dice: 0.935 valid_dice: 0.931 |
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| 241 | Epoch:[121/160] train_loss: 0.068 valid_loss: 0.083 |
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| 242 | train_dice: 0.943 valid_dice: 0.928 |
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| 243 | Epoch:[122/160] train_loss: 0.092 valid_loss: 0.103 |
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| 244 | train_dice: 0.923 valid_dice: 0.921 |
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| 245 | Epoch:[123/160] train_loss: 0.087 valid_loss: 0.077 |
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| 246 | train_dice: 0.923 valid_dice: 0.934 |
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| 247 | Epoch:[124/160] train_loss: 0.077 valid_loss: 0.081 |
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| 248 | train_dice: 0.929 valid_dice: 0.931 |
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| 249 | Epoch:[125/160] train_loss: 0.069 valid_loss: 0.084 |
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| 250 | train_dice: 0.941 valid_dice: 0.928 |
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| 251 | Epoch:[126/160] train_loss: 0.069 valid_loss: 0.077 |
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| 252 | train_dice: 0.936 valid_dice: 0.934 |
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| 253 | Epoch:[127/160] train_loss: 0.070 valid_loss: 0.084 |
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| 254 | train_dice: 0.938 valid_dice: 0.927 |
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| 255 | Epoch:[128/160] train_loss: 0.074 valid_loss: 0.082 |
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| 256 | train_dice: 0.933 valid_dice: 0.932 |
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| 257 | Epoch:[129/160] train_loss: 0.068 valid_loss: 0.091 |
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| 258 | train_dice: 0.938 valid_dice: 0.923 |
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| 259 | Epoch:[130/160] train_loss: 0.070 valid_loss: 0.083 |
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| 260 | train_dice: 0.933 valid_dice: 0.928 |
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| 261 | Epoch:[131/160] train_loss: 0.064 valid_loss: 0.081 |
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| 262 | train_dice: 0.944 valid_dice: 0.932 |
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| 263 | Epoch:[132/160] train_loss: 0.069 valid_loss: 0.080 |
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| 264 | train_dice: 0.938 valid_dice: 0.932 |
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| 265 | Epoch:[133/160] train_loss: 0.065 valid_loss: 0.078 |
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| 266 | train_dice: 0.941 valid_dice: 0.935 |
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| 267 | Epoch:[134/160] train_loss: 0.066 valid_loss: 0.080 |
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| 268 | train_dice: 0.939 valid_dice: 0.933 |
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| 269 | Epoch:[135/160] train_loss: 0.065 valid_loss: 0.077 |
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| 270 | train_dice: 0.940 valid_dice: 0.936 |
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| 271 | Epoch:[136/160] train_loss: 0.068 valid_loss: 0.081 |
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| 272 | train_dice: 0.935 valid_dice: 0.932 |
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| 273 | Epoch:[137/160] train_loss: 0.070 valid_loss: 0.080 |
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| 274 | train_dice: 0.939 valid_dice: 0.935 |
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| 275 | Epoch:[138/160] train_loss: 0.063 valid_loss: 0.091 |
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| 276 | train_dice: 0.945 valid_dice: 0.925 |
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| 277 | Epoch:[139/160] train_loss: 0.072 valid_loss: 0.090 |
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| 278 | train_dice: 0.939 valid_dice: 0.926 |
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| 279 | Epoch:[140/160] train_loss: 0.065 valid_loss: 0.089 |
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| 280 | train_dice: 0.943 valid_dice: 0.928 |
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| 281 | Epoch:[141/160] train_loss: 0.064 valid_loss: 0.082 |
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| 282 | train_dice: 0.941 valid_dice: 0.930 |
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| 283 | Epoch:[142/160] train_loss: 0.063 valid_loss: 0.081 |
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| 284 | train_dice: 0.945 valid_dice: 0.932 |
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| 285 | Epoch:[143/160] train_loss: 0.062 valid_loss: 0.094 |
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| 286 | train_dice: 0.945 valid_dice: 0.920 |
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| 287 | Epoch:[144/160] train_loss: 0.065 valid_loss: 0.082 |
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| 288 | train_dice: 0.937 valid_dice: 0.931 |
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| 289 | Epoch:[145/160] train_loss: 0.068 valid_loss: 0.080 |
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| 290 | train_dice: 0.935 valid_dice: 0.933 |
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| 291 | Epoch:[146/160] train_loss: 0.071 valid_loss: 0.079 |
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| 292 | train_dice: 0.933 valid_dice: 0.934 |
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| 293 | Epoch:[147/160] train_loss: 0.071 valid_loss: 0.079 |
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| 294 | train_dice: 0.929 valid_dice: 0.933 |
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| 295 | Epoch:[148/160] train_loss: 0.064 valid_loss: 0.083 |
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| 296 | train_dice: 0.943 valid_dice: 0.933 |
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| 297 | Epoch:[149/160] train_loss: 0.070 valid_loss: 0.078 |
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| 298 | train_dice: 0.935 valid_dice: 0.937 |
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| 299 | Epoch:[150/160] train_loss: 0.065 valid_loss: 0.085 |
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| 300 | train_dice: 0.941 valid_dice: 0.930 |
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| 301 | Epoch:[151/160] train_loss: 0.065 valid_loss: 0.084 |
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| 302 | train_dice: 0.945 valid_dice: 0.930 |
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| 303 | Epoch:[152/160] train_loss: 0.063 valid_loss: 0.076 |
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| 304 | train_dice: 0.945 valid_dice: 0.938 |
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| 305 | Epoch:[153/160] train_loss: 0.072 valid_loss: 0.082 |
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| 306 | train_dice: 0.934 valid_dice: 0.933 |
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| 307 | Epoch:[154/160] train_loss: 0.066 valid_loss: 0.080 |
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| 308 | train_dice: 0.942 valid_dice: 0.935 |
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| 309 | Epoch:[155/160] train_loss: 0.067 valid_loss: 0.081 |
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| 310 | train_dice: 0.936 valid_dice: 0.932 |
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| 311 | Epoch:[156/160] train_loss: 0.069 valid_loss: 0.078 |
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| 312 | train_dice: 0.938 valid_dice: 0.935 |
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| 313 | Epoch:[157/160] train_loss: 0.068 valid_loss: 0.080 |
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| 314 | train_dice: 0.933 valid_dice: 0.932 |
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| 315 | Epoch:[158/160] train_loss: 0.063 valid_loss: 0.079 |
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| 316 | train_dice: 0.941 valid_dice: 0.935 |
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| 317 | Epoch:[159/160] train_loss: 0.067 valid_loss: 0.078 |
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| 318 | train_dice: 0.940 valid_dice: 0.936 |
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| 319 | Epoch:[160/160] train_loss: 0.066 valid_loss: 0.090 |
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| 320 | train_dice: 0.939 valid_dice: 0.924 |