created class

1 files changed, 31 insertions, 0 deletions

diff --git a/verify_xor.py b/verify_xor.py
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index 0000000..7328229
--- /dev/null
+++ b/verify_xor.py
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+import z3
+import nneq
+
+def check_equivalence(onnx_a, onnx_b, vnnlib):
+    solver = nneq.Solver()
+    
+    print(f"--- Checking {vnnlib} ---")
+    
+    solver.load_onnx(onnx_a)
+    solver.load_onnx(onnx_b)
+    solver.load_vnnlib(vnnlib)
+    
+    result = solver.check()
+    
+    if result == z3.unsat:
+        print("VERIFIED (UNSAT): The networks are equivalent under this property.")
+    elif result == z3.sat:
+        print("FAILED (SAT): The networks are NOT equivalent.")
+        print("Counter-example input:")
+        m = solver.model()
+        sorted_symbols = sorted([s for s in m.decls() if s.name().startswith("X_")], key=lambda s: s.name())
+        for s in sorted_symbols:
+            print(f"  {s.name()} = {m[s]}")
+    else:
+        print("UNKNOWN")
+    print("")
+
+if __name__ == "__main__":
+    check_equivalence("./xor/xor_a.onnx", "./xor/xor_b.onnx", "./xor/xor_strict.vnnlib")
+    check_equivalence("./xor/xor_a.onnx", "./xor/xor_b.onnx", "./xor/xor_epsilon.vnnlib")
+    check_equivalence("./xor/xor_a.onnx", "./xor/xor_b.onnx", "./xor/xor_argmax.vnnlib")