[Tools] Modified MlResponse numInputNodes check: usage of dynamic input (#17069)

choich08365 · Changhwan Choi · web-flow · commit d1ad79128b32 · 2026-07-15T15:01:42.000+02:00
Co-authored-by: Changhwan Choi &lt;changhwan.choi@cern.ch&gt;
diff --git a/Tools/ML/MlResponse.h b/Tools/ML/MlResponse.h
@@ -185,7 +185,8 @@ class MlResponse
     const int numInputNodes = mModels[nModel].getNumInputNodes();
     const int numInputFeatures = static_cast<int>(input.size());
 
-    if (numInputNodes != numInputFeatures) {
+    // Check that the number of input nodes in the model is equal to the number of input features, except for the case where the model input is dynamic (numInputNodes == -1)
+    if (numInputNodes != numInputFeatures && numInputNodes >= 0) {
       LOG(fatal) << "Number of input nodes in the model " << mPaths[nModel] << " is different from the number of input features to be tested (" << numInputNodes << " vs " << numInputFeatures << ")";
     }
 

Original file line number	Diff line number	Diff line change
`@@ -185,7 +185,8 @@ class MlResponse`
`185`	`185`	`const int numInputNodes = mModels[nModel].getNumInputNodes();`
`186`	`186`	`const int numInputFeatures = static_cast<int>(input.size());`
`187`	`187`
`188`		`- if (numInputNodes != numInputFeatures) {`
	`188`	`+ // Check that the number of input nodes in the model is equal to the number of input features, except for the case where the model input is dynamic (numInputNodes == -1)`
	`189`	`+ if (numInputNodes != numInputFeatures && numInputNodes >= 0) {`
`189`	`190`	`LOG(fatal) << "Number of input nodes in the model " << mPaths[nModel] << " is different from the number of input features to be tested (" << numInputNodes << " vs " << numInputFeatures << ")";`
`190`	`191`	`}`
`191`	`192`