this is the finla version I think

app.py

@@ -38,7 +38,6 @@ def upload():
     for sample in data.get("train", []):
         input_grid = sample["input"]
         output_grid = sample["output"]
-
         concept_label, _ = run_inference(model, input_grid, output_grid)
         predicted_HLCs.append(concept_label)
         input_output_pairs.append((tolist_safe(input_grid), tolist_safe(output_grid)))
@@ -55,17 +54,6 @@ def upload():
         predicted_HLCs=predicted_HLCs
     )
 
-    # Last grid for optional evaluation
-    last_input = input_output_pairs[-1][0] if input_output_pairs else []
-    last_ground_truth = input_output_pairs[-1][1] if input_output_pairs else []
-
-    try:
-        predicted_output = tolist_safe(best_program.evaluate(last_input))
-    except Exception as e:
-        print("Error during best_program evaluation:", e)
-        predicted_output = [["ERROR"]]
-
-    # Evaluate program on test pairs
     test_pairs = []
     predicted_test_outputs = []
 
@@ -73,13 +61,11 @@ def upload():
         test_input = tolist_safe(sample["input"])
         test_output = tolist_safe(sample["output"])
         test_pairs.append((test_input, test_output))
-
         try:
             predicted = tolist_safe(best_program.evaluate(test_input))
         except Exception as e:
             print("Error evaluating test input:", e)
             predicted = [["ERROR"]]
-
         predicted_test_outputs.append(predicted)
 
     return render_template("results.html",
@@ -87,10 +73,7 @@ def upload():
                            input_output_pairs=input_output_pairs,
                            test_pairs=test_pairs,
                            predicted_test_outputs=predicted_test_outputs,
-                           best_program=str(best_program),
-                           last_input=last_input,
-                           last_ground_truth=last_ground_truth,
-                           predicted_output=predicted_output)
+                           best_program=str(best_program))
 
 if __name__ == '__main__':
-    app.run(host="0.0.0.0", port=7860)
+    app.run(debug=True)