增加特征重要度结果

lnp_ml/interpretability/token_importance.py

@@ -211,7 +211,13 @@ class _ReplacingDescWrapper(nn.Module):
         self.organ_index = organ_index
 
     def forward(self, raw_desc: torch.Tensor) -> torch.Tensor:
-        base = self.base_projected[:raw_desc.size(0)].to(raw_desc.device)
+        B_base = self.base_projected.size(0)
+        B_input = raw_desc.size(0)
+        if B_input > B_base:
+            repeats = B_input // B_base
+            base = self.base_projected.repeat(repeats, 1, 1).to(raw_desc.device)
+        else:
+            base = self.base_projected[:B_input].to(raw_desc.device)
         out = self.model.forward_replacing_token(raw_desc, "desc", base, task="biodist")
         return out[:, self.organ_index]
 

reports/feature_importance/desc/desc_importance_biodist_heart.csv

@@ -0,0 +1,211 @@
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reports/feature_importance/desc/desc_importance_biodist_kidney.csv

@@ -0,0 +1,211 @@
+rank,feature,ig_raw,ig_normalized
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