Train ATI-HO and finalize project outputs

2026-09-26 16:05:44 +08:00
parent a86560da64
commit 9cdd604117
358 changed files with 10540 additions and 173 deletions
@@ -0,0 +1,37 @@
+{
+  "selected_method": "A0",
+  "provisional_seed42_method": "A2",
+  "candidate_methods_with_three_seeds": [
+    "A2",
+    "A0",
+    "A1"
+  ],
+  "selection_rule": "lowest mean fixed four-scenario validation task loss across seeds 42, 3407, 2026",
+  "candidate_summary": [
+    {
+      "method": "A0",
+      "seed_losses": "[0.8643234267339601, 0.8756466648735842, 0.8574190991265433]",
+      "mean_validation_selection_loss": 0.8657963969113626,
+      "std_validation_selection_loss": 0.009202622948013908,
+      "seeds": 3,
+      "validation_only_selection": true
+    },
+    {
+      "method": "A1",
+      "seed_losses": "[0.8649765662439577, 0.8810990981675766, 0.8557776766163963]",
+      "mean_validation_selection_loss": 0.8672844470093102,
+      "std_validation_selection_loss": 0.012817501026466038,
+      "seeds": 3,
+      "validation_only_selection": true
+    },
+    {
+      "method": "A2",
+      "seed_losses": "[0.8634063961741689, 0.880271397449158, 0.862087192279952]",
+      "mean_validation_selection_loss": 0.8685883286344263,
+      "std_validation_selection_loss": 0.010139311979910028,
+      "seeds": 3,
+      "validation_only_selection": true
+    }
+  ],
+  "attachment4_labels_used": false
+}