diff --git a/TrainingExtensions/torch/src/python/aimet_torch/experimental/v2/quantization/modules/quantize.py b/TrainingExtensions/torch/src/python/aimet_torch/experimental/v2/quantization/modules/quantize.py
index 9ee885a710d..8704457d4b1 100644
--- a/TrainingExtensions/torch/src/python/aimet_torch/experimental/v2/quantization/modules/quantize.py
+++ b/TrainingExtensions/torch/src/python/aimet_torch/experimental/v2/quantization/modules/quantize.py
@@ -185,6 +185,9 @@ def forward_wrapper(input):
         finally:
             self.encoding_analyzer.reset_stats()
 
+    def extra_repr(self) -> str:
+        return f'shape={self.shape}, bitwidth={self.bitwidth}, symmetric={self.symmetric}'
+
 
 class Quantize(_QuantizerBase):
     """