From fe38f1cdbebe3e0f7543f2d097456c8c638d8675 Mon Sep 17 00:00:00 2001
From: Giuseppe Franco <giuseppefranco4@gmail.com>
Date: Wed, 28 Aug 2024 10:41:41 +0100
Subject: [PATCH] fix quant proxy

---
 src/brevitas/proxy/parameter_quant.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/src/brevitas/proxy/parameter_quant.py b/src/brevitas/proxy/parameter_quant.py
index 604a43c00..1f9cc62b6 100644
--- a/src/brevitas/proxy/parameter_quant.py
+++ b/src/brevitas/proxy/parameter_quant.py
@@ -125,8 +125,6 @@ def forward(self, x: torch.Tensor) -> Union[Tensor, QuantTensor]:
                 if not self.training and self.cache_inference_quant_weight and self._cached_weight is None:
                     self._cached_weight = self.cache_class(
                         out.detach(), metadata_only=self.cache_inference_quant_weight_metadata_only)
-                else:
-                    out = out[0]
         else:  # quantization disabled
             out = x
         return out