diff --git a/nncf/torch/quantization/reference.py b/nncf/torch/quantization/reference.py
index 3dca10591f4..c74ee4d2641 100644
--- a/nncf/torch/quantization/reference.py
+++ b/nncf/torch/quantization/reference.py
@@ -121,5 +121,5 @@ def tune_range(
 
 class ReferenceQuantizedFunctions:
     _executor = ReferenceQuantize(backend_type=ReferenceBackendType.TORCH)
-    Quantize_forward = torch.compile(_executor.forward)
-    Quantize_backward = torch.compile(_executor.backward)
+    Quantize_forward = _executor.forward
+    Quantize_backward = _executor.backward