Upload metrics.json with huggingface_hub
Browse files- metrics.json +452 -0
metrics.json
ADDED
|
@@ -0,0 +1,452 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"epoch": 1,
|
| 4 |
+
"train_loss": 1.0233032041125827,
|
| 5 |
+
"train_retrieval_accuracy": 0.8999999761581421,
|
| 6 |
+
"val_retrieval_accuracy": 0.5384615659713745,
|
| 7 |
+
"val_classification_accuracy": 0.057692307692307696,
|
| 8 |
+
"learning_rate": 8.181818181818183e-06,
|
| 9 |
+
"epoch_duration_seconds": 7.327354338005534,
|
| 10 |
+
"best_val_retrieval_accuracy": 0.5384615659713745,
|
| 11 |
+
"best_epoch": 1,
|
| 12 |
+
"train_positive_distance": 1.0079807307985094,
|
| 13 |
+
"train_active_negative_margin": 0.0,
|
| 14 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 15 |
+
"validation/tool/label_count": 26,
|
| 16 |
+
"validation/tool/subset_retrieval_accuracy": 0.5384615384615384,
|
| 17 |
+
"validation/tool/silhouette_score": -0.09409528225660324,
|
| 18 |
+
"validation/tool/global_near_overlap_rate": 0.7692307692307693
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2,
|
| 22 |
+
"train_loss": 0.9917922417322794,
|
| 23 |
+
"train_retrieval_accuracy": 0.892307698726654,
|
| 24 |
+
"val_retrieval_accuracy": 0.5769230723381042,
|
| 25 |
+
"val_classification_accuracy": 0.11538461538461539,
|
| 26 |
+
"learning_rate": 1.6363636363636366e-05,
|
| 27 |
+
"epoch_duration_seconds": 0.7920915430004243,
|
| 28 |
+
"best_val_retrieval_accuracy": 0.5769230723381042,
|
| 29 |
+
"best_epoch": 2,
|
| 30 |
+
"train_positive_distance": 0.992604931195577,
|
| 31 |
+
"train_active_negative_margin": 0.0,
|
| 32 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 33 |
+
"validation/tool/label_count": 26,
|
| 34 |
+
"validation/tool/subset_retrieval_accuracy": 0.5769230769230769,
|
| 35 |
+
"validation/tool/silhouette_score": -0.08780118077993393,
|
| 36 |
+
"validation/tool/global_near_overlap_rate": 0.6923076923076923
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 3,
|
| 40 |
+
"train_loss": 0.8578446441226535,
|
| 41 |
+
"train_retrieval_accuracy": 0.8884615302085876,
|
| 42 |
+
"val_retrieval_accuracy": 0.6153846383094788,
|
| 43 |
+
"val_classification_accuracy": 0.17307692307692307,
|
| 44 |
+
"learning_rate": 1.950738916256158e-05,
|
| 45 |
+
"epoch_duration_seconds": 1.2041786959962337,
|
| 46 |
+
"best_val_retrieval_accuracy": 0.6153846383094788,
|
| 47 |
+
"best_epoch": 3,
|
| 48 |
+
"train_positive_distance": 0.9225885404480828,
|
| 49 |
+
"train_active_negative_margin": 0.0,
|
| 50 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 51 |
+
"validation/tool/label_count": 26,
|
| 52 |
+
"validation/tool/subset_retrieval_accuracy": 0.6153846153846154,
|
| 53 |
+
"validation/tool/silhouette_score": -0.07822945713996887,
|
| 54 |
+
"validation/tool/global_near_overlap_rate": 0.6153846153846154
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 4,
|
| 58 |
+
"train_loss": 0.7521352039443122,
|
| 59 |
+
"train_retrieval_accuracy": 0.8884615302085876,
|
| 60 |
+
"val_retrieval_accuracy": 0.6538461446762085,
|
| 61 |
+
"val_classification_accuracy": 0.25,
|
| 62 |
+
"learning_rate": 1.8620689655172415e-05,
|
| 63 |
+
"epoch_duration_seconds": 0.7957235979993129,
|
| 64 |
+
"best_val_retrieval_accuracy": 0.6538461446762085,
|
| 65 |
+
"best_epoch": 4,
|
| 66 |
+
"train_positive_distance": 0.8635113504197862,
|
| 67 |
+
"train_active_negative_margin": 0.0,
|
| 68 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 69 |
+
"validation/tool/label_count": 26,
|
| 70 |
+
"validation/tool/subset_retrieval_accuracy": 0.6538461538461539,
|
| 71 |
+
"validation/tool/silhouette_score": -0.06569350510835648,
|
| 72 |
+
"validation/tool/global_near_overlap_rate": 0.6538461538461539
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 5,
|
| 76 |
+
"train_loss": 0.6436435381571451,
|
| 77 |
+
"train_retrieval_accuracy": 0.8961538672447205,
|
| 78 |
+
"val_retrieval_accuracy": 0.6538461446762085,
|
| 79 |
+
"val_classification_accuracy": 0.34615384615384615,
|
| 80 |
+
"learning_rate": 1.7733990147783254e-05,
|
| 81 |
+
"epoch_duration_seconds": 0.7972724659994128,
|
| 82 |
+
"best_val_retrieval_accuracy": 0.6538461446762085,
|
| 83 |
+
"best_epoch": 4,
|
| 84 |
+
"train_positive_distance": 0.7979919777976142,
|
| 85 |
+
"train_active_negative_margin": 0.0,
|
| 86 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 87 |
+
"validation/tool/label_count": 26,
|
| 88 |
+
"validation/tool/subset_retrieval_accuracy": 0.6538461538461539,
|
| 89 |
+
"validation/tool/silhouette_score": -0.03824012726545334,
|
| 90 |
+
"validation/tool/global_near_overlap_rate": 0.5576923076923077
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"epoch": 6,
|
| 94 |
+
"train_loss": 0.564080211851332,
|
| 95 |
+
"train_retrieval_accuracy": 0.9076923131942749,
|
| 96 |
+
"val_retrieval_accuracy": 0.7307692170143127,
|
| 97 |
+
"val_classification_accuracy": 0.5,
|
| 98 |
+
"learning_rate": 1.684729064039409e-05,
|
| 99 |
+
"epoch_duration_seconds": 0.8217558120013564,
|
| 100 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 101 |
+
"best_epoch": 6,
|
| 102 |
+
"train_positive_distance": 0.7465332746505737,
|
| 103 |
+
"train_active_negative_margin": 0.0,
|
| 104 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 105 |
+
"validation/tool/label_count": 26,
|
| 106 |
+
"validation/tool/subset_retrieval_accuracy": 0.7307692307692307,
|
| 107 |
+
"validation/tool/silhouette_score": -0.0060996245592832565,
|
| 108 |
+
"validation/tool/global_near_overlap_rate": 0.5384615384615384
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"epoch": 7,
|
| 112 |
+
"train_loss": 0.4848392870691087,
|
| 113 |
+
"train_retrieval_accuracy": 0.9230769276618958,
|
| 114 |
+
"val_retrieval_accuracy": 0.7115384340286255,
|
| 115 |
+
"val_classification_accuracy": 0.6538461538461539,
|
| 116 |
+
"learning_rate": 1.5960591133004928e-05,
|
| 117 |
+
"epoch_duration_seconds": 0.7969065940051223,
|
| 118 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 119 |
+
"best_epoch": 6,
|
| 120 |
+
"train_positive_distance": 0.6910890075895522,
|
| 121 |
+
"train_active_negative_margin": 0.0,
|
| 122 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 123 |
+
"validation/tool/label_count": 26,
|
| 124 |
+
"validation/tool/subset_retrieval_accuracy": 0.7115384615384616,
|
| 125 |
+
"validation/tool/silhouette_score": 0.014362607151269913,
|
| 126 |
+
"validation/tool/global_near_overlap_rate": 0.46153846153846156
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 8,
|
| 130 |
+
"train_loss": 0.44592297739452785,
|
| 131 |
+
"train_retrieval_accuracy": 0.9461538195610046,
|
| 132 |
+
"val_retrieval_accuracy": 0.692307710647583,
|
| 133 |
+
"val_classification_accuracy": 0.6153846153846154,
|
| 134 |
+
"learning_rate": 1.5073891625615764e-05,
|
| 135 |
+
"epoch_duration_seconds": 0.7963850110027124,
|
| 136 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 137 |
+
"best_epoch": 6,
|
| 138 |
+
"train_positive_distance": 0.6616976194911532,
|
| 139 |
+
"train_active_negative_margin": 0.0,
|
| 140 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 141 |
+
"validation/tool/label_count": 26,
|
| 142 |
+
"validation/tool/subset_retrieval_accuracy": 0.6923076923076923,
|
| 143 |
+
"validation/tool/silhouette_score": 0.030201124027371407,
|
| 144 |
+
"validation/tool/global_near_overlap_rate": 0.46153846153846156
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"epoch": 9,
|
| 148 |
+
"train_loss": 0.39816736181577045,
|
| 149 |
+
"train_retrieval_accuracy": 0.9538461565971375,
|
| 150 |
+
"val_retrieval_accuracy": 0.692307710647583,
|
| 151 |
+
"val_classification_accuracy": 0.6346153846153846,
|
| 152 |
+
"learning_rate": 1.4187192118226602e-05,
|
| 153 |
+
"epoch_duration_seconds": 1.4346536200027913,
|
| 154 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 155 |
+
"best_epoch": 6,
|
| 156 |
+
"train_positive_distance": 0.6259588201840719,
|
| 157 |
+
"train_active_negative_margin": 0.0,
|
| 158 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 159 |
+
"validation/tool/label_count": 26,
|
| 160 |
+
"validation/tool/subset_retrieval_accuracy": 0.6923076923076923,
|
| 161 |
+
"validation/tool/silhouette_score": 0.039890192449092865,
|
| 162 |
+
"validation/tool/global_near_overlap_rate": 0.46153846153846156
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"epoch": 10,
|
| 166 |
+
"train_loss": 0.35991959108246696,
|
| 167 |
+
"train_retrieval_accuracy": 0.9615384340286255,
|
| 168 |
+
"val_retrieval_accuracy": 0.7115384340286255,
|
| 169 |
+
"val_classification_accuracy": 0.6923076923076923,
|
| 170 |
+
"learning_rate": 1.330049261083744e-05,
|
| 171 |
+
"epoch_duration_seconds": 0.7733319219987607,
|
| 172 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 173 |
+
"best_epoch": 6,
|
| 174 |
+
"train_positive_distance": 0.5944996343718635,
|
| 175 |
+
"train_active_negative_margin": 0.0,
|
| 176 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 177 |
+
"validation/tool/label_count": 26,
|
| 178 |
+
"validation/tool/subset_retrieval_accuracy": 0.7115384615384616,
|
| 179 |
+
"validation/tool/silhouette_score": 0.053459908813238144,
|
| 180 |
+
"validation/tool/global_near_overlap_rate": 0.4423076923076923
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"epoch": 11,
|
| 184 |
+
"train_loss": 0.3185417850812276,
|
| 185 |
+
"train_retrieval_accuracy": 0.9692307710647583,
|
| 186 |
+
"val_retrieval_accuracy": 0.692307710647583,
|
| 187 |
+
"val_classification_accuracy": 0.7115384615384616,
|
| 188 |
+
"learning_rate": 1.2413793103448277e-05,
|
| 189 |
+
"epoch_duration_seconds": 0.7832746590065653,
|
| 190 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 191 |
+
"best_epoch": 6,
|
| 192 |
+
"train_positive_distance": 0.5583711663881937,
|
| 193 |
+
"train_active_negative_margin": 0.0,
|
| 194 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 195 |
+
"validation/tool/label_count": 26,
|
| 196 |
+
"validation/tool/subset_retrieval_accuracy": 0.6923076923076923,
|
| 197 |
+
"validation/tool/silhouette_score": 0.06669941544532776,
|
| 198 |
+
"validation/tool/global_near_overlap_rate": 0.38461538461538464
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 12,
|
| 202 |
+
"train_loss": 0.29244565963745117,
|
| 203 |
+
"train_retrieval_accuracy": 0.9653846025466919,
|
| 204 |
+
"val_retrieval_accuracy": 0.7115384340286255,
|
| 205 |
+
"val_classification_accuracy": 0.6923076923076923,
|
| 206 |
+
"learning_rate": 1.1527093596059114e-05,
|
| 207 |
+
"epoch_duration_seconds": 0.7844703760056291,
|
| 208 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 209 |
+
"best_epoch": 6,
|
| 210 |
+
"train_positive_distance": 0.53566488954756,
|
| 211 |
+
"train_active_negative_margin": 0.0,
|
| 212 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 213 |
+
"validation/tool/label_count": 26,
|
| 214 |
+
"validation/tool/subset_retrieval_accuracy": 0.7115384615384616,
|
| 215 |
+
"validation/tool/silhouette_score": 0.08380789309740067,
|
| 216 |
+
"validation/tool/global_near_overlap_rate": 0.36538461538461536
|
| 217 |
+
},
|
| 218 |
+
{
|
| 219 |
+
"epoch": 13,
|
| 220 |
+
"train_loss": 0.2846616274780697,
|
| 221 |
+
"train_retrieval_accuracy": 0.9692307710647583,
|
| 222 |
+
"val_retrieval_accuracy": 0.7115384340286255,
|
| 223 |
+
"val_classification_accuracy": 0.75,
|
| 224 |
+
"learning_rate": 1.0640394088669953e-05,
|
| 225 |
+
"epoch_duration_seconds": 0.7909700890013482,
|
| 226 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 227 |
+
"best_epoch": 6,
|
| 228 |
+
"train_positive_distance": 0.5278972652223375,
|
| 229 |
+
"train_active_negative_margin": 7.168534668582854e-07,
|
| 230 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 231 |
+
"validation/tool/label_count": 26,
|
| 232 |
+
"validation/tool/subset_retrieval_accuracy": 0.7115384615384616,
|
| 233 |
+
"validation/tool/silhouette_score": 0.10088896006345749,
|
| 234 |
+
"validation/tool/global_near_overlap_rate": 0.3269230769230769
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"epoch": 14,
|
| 238 |
+
"train_loss": 0.25651849144034916,
|
| 239 |
+
"train_retrieval_accuracy": 0.9769230484962463,
|
| 240 |
+
"val_retrieval_accuracy": 0.7307692170143127,
|
| 241 |
+
"val_classification_accuracy": 0.75,
|
| 242 |
+
"learning_rate": 9.75369458128079e-06,
|
| 243 |
+
"epoch_duration_seconds": 1.419291947997408,
|
| 244 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 245 |
+
"best_epoch": 6,
|
| 246 |
+
"train_positive_distance": 0.500454177459081,
|
| 247 |
+
"train_active_negative_margin": 2.437209066859699e-06,
|
| 248 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 249 |
+
"validation/tool/label_count": 26,
|
| 250 |
+
"validation/tool/subset_retrieval_accuracy": 0.7307692307692307,
|
| 251 |
+
"validation/tool/silhouette_score": 0.11341205984354019,
|
| 252 |
+
"validation/tool/global_near_overlap_rate": 0.3076923076923077
|
| 253 |
+
},
|
| 254 |
+
{
|
| 255 |
+
"epoch": 15,
|
| 256 |
+
"train_loss": 0.24579385916392008,
|
| 257 |
+
"train_retrieval_accuracy": 0.9807692170143127,
|
| 258 |
+
"val_retrieval_accuracy": 0.7307692170143127,
|
| 259 |
+
"val_classification_accuracy": 0.7692307692307693,
|
| 260 |
+
"learning_rate": 8.866995073891627e-06,
|
| 261 |
+
"epoch_duration_seconds": 0.8189238630002365,
|
| 262 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 263 |
+
"best_epoch": 6,
|
| 264 |
+
"train_positive_distance": 0.49031493067741394,
|
| 265 |
+
"train_active_negative_margin": 4.956308354546006e-06,
|
| 266 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 267 |
+
"validation/tool/label_count": 26,
|
| 268 |
+
"validation/tool/subset_retrieval_accuracy": 0.7307692307692307,
|
| 269 |
+
"validation/tool/silhouette_score": 0.12037242203950882,
|
| 270 |
+
"validation/tool/global_near_overlap_rate": 0.3076923076923077
|
| 271 |
+
},
|
| 272 |
+
{
|
| 273 |
+
"epoch": 16,
|
| 274 |
+
"train_loss": 0.21895955999692282,
|
| 275 |
+
"train_retrieval_accuracy": 0.9846153855323792,
|
| 276 |
+
"val_retrieval_accuracy": 0.7115384340286255,
|
| 277 |
+
"val_classification_accuracy": 0.7692307692307693,
|
| 278 |
+
"learning_rate": 7.980295566502464e-06,
|
| 279 |
+
"epoch_duration_seconds": 0.7991536599947722,
|
| 280 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 281 |
+
"best_epoch": 6,
|
| 282 |
+
"train_positive_distance": 0.46264838841226363,
|
| 283 |
+
"train_active_negative_margin": 0.0,
|
| 284 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 285 |
+
"validation/tool/label_count": 26,
|
| 286 |
+
"validation/tool/subset_retrieval_accuracy": 0.7115384615384616,
|
| 287 |
+
"validation/tool/silhouette_score": 0.12810535728931427,
|
| 288 |
+
"validation/tool/global_near_overlap_rate": 0.3076923076923077
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"epoch": 17,
|
| 292 |
+
"train_loss": 0.21397273076905143,
|
| 293 |
+
"train_retrieval_accuracy": 0.9846153855323792,
|
| 294 |
+
"val_retrieval_accuracy": 0.7307692170143127,
|
| 295 |
+
"val_classification_accuracy": 0.7884615384615384,
|
| 296 |
+
"learning_rate": 7.093596059113301e-06,
|
| 297 |
+
"epoch_duration_seconds": 0.7985966199994436,
|
| 298 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 299 |
+
"best_epoch": 6,
|
| 300 |
+
"train_positive_distance": 0.45723679330613876,
|
| 301 |
+
"train_active_negative_margin": 5.725009537450711e-06,
|
| 302 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 303 |
+
"validation/tool/label_count": 26,
|
| 304 |
+
"validation/tool/subset_retrieval_accuracy": 0.7307692307692307,
|
| 305 |
+
"validation/tool/silhouette_score": 0.13462798297405243,
|
| 306 |
+
"validation/tool/global_near_overlap_rate": 0.28846153846153844
|
| 307 |
+
},
|
| 308 |
+
{
|
| 309 |
+
"epoch": 18,
|
| 310 |
+
"train_loss": 0.20283982157707214,
|
| 311 |
+
"train_retrieval_accuracy": 0.9846153855323792,
|
| 312 |
+
"val_retrieval_accuracy": 0.7307692170143127,
|
| 313 |
+
"val_classification_accuracy": 0.7884615384615384,
|
| 314 |
+
"learning_rate": 6.206896551724138e-06,
|
| 315 |
+
"epoch_duration_seconds": 0.7873641819969635,
|
| 316 |
+
"best_val_retrieval_accuracy": 0.7307692170143127,
|
| 317 |
+
"best_epoch": 6,
|
| 318 |
+
"train_positive_distance": 0.44396357072724235,
|
| 319 |
+
"train_active_negative_margin": 1.1322556139879856e-05,
|
| 320 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 321 |
+
"validation/tool/label_count": 26,
|
| 322 |
+
"validation/tool/subset_retrieval_accuracy": 0.7307692307692307,
|
| 323 |
+
"validation/tool/silhouette_score": 0.13888883590698242,
|
| 324 |
+
"validation/tool/global_near_overlap_rate": 0.28846153846153844
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"epoch": 19,
|
| 328 |
+
"train_loss": 0.19512830674648285,
|
| 329 |
+
"train_retrieval_accuracy": 0.9846153855323792,
|
| 330 |
+
"val_retrieval_accuracy": 0.75,
|
| 331 |
+
"val_classification_accuracy": 0.8076923076923077,
|
| 332 |
+
"learning_rate": 5.320197044334976e-06,
|
| 333 |
+
"epoch_duration_seconds": 0.7954184780028299,
|
| 334 |
+
"best_val_retrieval_accuracy": 0.75,
|
| 335 |
+
"best_epoch": 19,
|
| 336 |
+
"train_positive_distance": 0.43611160582966274,
|
| 337 |
+
"train_active_negative_margin": 1.605580210808613e-05,
|
| 338 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 339 |
+
"validation/tool/label_count": 26,
|
| 340 |
+
"validation/tool/subset_retrieval_accuracy": 0.75,
|
| 341 |
+
"validation/tool/silhouette_score": 0.14265821874141693,
|
| 342 |
+
"validation/tool/global_near_overlap_rate": 0.28846153846153844
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"epoch": 20,
|
| 346 |
+
"train_loss": 0.1871335489882363,
|
| 347 |
+
"train_retrieval_accuracy": 0.9846153855323792,
|
| 348 |
+
"val_retrieval_accuracy": 0.75,
|
| 349 |
+
"val_classification_accuracy": 0.8076923076923077,
|
| 350 |
+
"learning_rate": 4.4334975369458135e-06,
|
| 351 |
+
"epoch_duration_seconds": 1.5089741880001384,
|
| 352 |
+
"best_val_retrieval_accuracy": 0.75,
|
| 353 |
+
"best_epoch": 19,
|
| 354 |
+
"train_positive_distance": 0.4276809030108982,
|
| 355 |
+
"train_active_negative_margin": 8.792794283686413e-06,
|
| 356 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 357 |
+
"validation/tool/label_count": 26,
|
| 358 |
+
"validation/tool/subset_retrieval_accuracy": 0.75,
|
| 359 |
+
"validation/tool/silhouette_score": 0.1487502157688141,
|
| 360 |
+
"validation/tool/global_near_overlap_rate": 0.28846153846153844
|
| 361 |
+
},
|
| 362 |
+
{
|
| 363 |
+
"epoch": 21,
|
| 364 |
+
"train_loss": 0.1814742816819085,
|
| 365 |
+
"train_retrieval_accuracy": 0.9846153855323792,
|
| 366 |
+
"val_retrieval_accuracy": 0.75,
|
| 367 |
+
"val_classification_accuracy": 0.8076923076923077,
|
| 368 |
+
"learning_rate": 3.5467980295566506e-06,
|
| 369 |
+
"epoch_duration_seconds": 0.7851270230021328,
|
| 370 |
+
"best_val_retrieval_accuracy": 0.75,
|
| 371 |
+
"best_epoch": 19,
|
| 372 |
+
"train_positive_distance": 0.4211179282930162,
|
| 373 |
+
"train_active_negative_margin": 7.0846160977251e-06,
|
| 374 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 375 |
+
"validation/tool/label_count": 26,
|
| 376 |
+
"validation/tool/subset_retrieval_accuracy": 0.75,
|
| 377 |
+
"validation/tool/silhouette_score": 0.15413697063922882,
|
| 378 |
+
"validation/tool/global_near_overlap_rate": 0.2692307692307692
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 22,
|
| 382 |
+
"train_loss": 0.18195906778176626,
|
| 383 |
+
"train_retrieval_accuracy": 0.9846153855323792,
|
| 384 |
+
"val_retrieval_accuracy": 0.75,
|
| 385 |
+
"val_classification_accuracy": 0.8076923076923077,
|
| 386 |
+
"learning_rate": 2.660098522167488e-06,
|
| 387 |
+
"epoch_duration_seconds": 0.8064914149945253,
|
| 388 |
+
"best_val_retrieval_accuracy": 0.75,
|
| 389 |
+
"best_epoch": 19,
|
| 390 |
+
"train_positive_distance": 0.4186016387409634,
|
| 391 |
+
"train_active_negative_margin": 3.1089534028675794e-06,
|
| 392 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 393 |
+
"validation/tool/label_count": 26,
|
| 394 |
+
"validation/tool/subset_retrieval_accuracy": 0.75,
|
| 395 |
+
"validation/tool/silhouette_score": 0.15567997097969055,
|
| 396 |
+
"validation/tool/global_near_overlap_rate": 0.2692307692307692
|
| 397 |
+
},
|
| 398 |
+
{
|
| 399 |
+
"epoch": 23,
|
| 400 |
+
"train_loss": 0.16768613457679749,
|
| 401 |
+
"train_retrieval_accuracy": 0.9846153855323792,
|
| 402 |
+
"val_retrieval_accuracy": 0.75,
|
| 403 |
+
"val_classification_accuracy": 0.8076923076923077,
|
| 404 |
+
"learning_rate": 1.7733990147783253e-06,
|
| 405 |
+
"epoch_duration_seconds": 0.7838402069974109,
|
| 406 |
+
"best_val_retrieval_accuracy": 0.75,
|
| 407 |
+
"best_epoch": 19,
|
| 408 |
+
"train_positive_distance": 0.4038745098643833,
|
| 409 |
+
"train_active_negative_margin": 1.7433911024353518e-05,
|
| 410 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 411 |
+
"validation/tool/label_count": 26,
|
| 412 |
+
"validation/tool/subset_retrieval_accuracy": 0.75,
|
| 413 |
+
"validation/tool/silhouette_score": 0.15670055150985718,
|
| 414 |
+
"validation/tool/global_near_overlap_rate": 0.2692307692307692
|
| 415 |
+
},
|
| 416 |
+
{
|
| 417 |
+
"epoch": 24,
|
| 418 |
+
"train_loss": 0.1732400721973843,
|
| 419 |
+
"train_retrieval_accuracy": 0.9846153855323792,
|
| 420 |
+
"val_retrieval_accuracy": 0.75,
|
| 421 |
+
"val_classification_accuracy": 0.8076923076923077,
|
| 422 |
+
"learning_rate": 8.866995073891626e-07,
|
| 423 |
+
"epoch_duration_seconds": 0.7814848179987166,
|
| 424 |
+
"best_val_retrieval_accuracy": 0.75,
|
| 425 |
+
"best_epoch": 19,
|
| 426 |
+
"train_positive_distance": 0.41082623932096696,
|
| 427 |
+
"train_active_negative_margin": 9.792571101267336e-06,
|
| 428 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 429 |
+
"validation/tool/label_count": 26,
|
| 430 |
+
"validation/tool/subset_retrieval_accuracy": 0.75,
|
| 431 |
+
"validation/tool/silhouette_score": 0.15775805711746216,
|
| 432 |
+
"validation/tool/global_near_overlap_rate": 0.2692307692307692
|
| 433 |
+
},
|
| 434 |
+
{
|
| 435 |
+
"epoch": 25,
|
| 436 |
+
"train_loss": 0.16908762024508583,
|
| 437 |
+
"train_retrieval_accuracy": 0.9846153855323792,
|
| 438 |
+
"val_retrieval_accuracy": 0.7692307829856873,
|
| 439 |
+
"val_classification_accuracy": 0.8076923076923077,
|
| 440 |
+
"learning_rate": 0.0,
|
| 441 |
+
"epoch_duration_seconds": 1.8003921519994037,
|
| 442 |
+
"best_val_retrieval_accuracy": 0.7692307829856873,
|
| 443 |
+
"best_epoch": 25,
|
| 444 |
+
"train_positive_distance": 0.4060155484411452,
|
| 445 |
+
"train_active_negative_margin": 1.7487340503268773e-05,
|
| 446 |
+
"validation/tool/diagnostic_sample_size": 52,
|
| 447 |
+
"validation/tool/label_count": 26,
|
| 448 |
+
"validation/tool/subset_retrieval_accuracy": 0.7692307692307693,
|
| 449 |
+
"validation/tool/silhouette_score": 0.15810450911521912,
|
| 450 |
+
"validation/tool/global_near_overlap_rate": 0.2692307692307692
|
| 451 |
+
}
|
| 452 |
+
]
|