Add quantizer support for quantized_conv1d_ncl (#17938)

Differential Revision: D95279330

Pull Request resolved: #17938

Author: mcremon-meta

backends/cadence/aot/quantizer/patterns.py

@@ -267,7 +267,7 @@ def get_anchors(
         )
 
     def replacement_op(self) -> OpOverload:
-        return torch.ops.cadence.quantized_conv2d_nchw.per_tensor
+        return torch.ops.cadence.quantized_conv1d_ncl.per_tensor
 
 
 class Conv2dPattern(QuantizationPattern):
@@ -594,12 +594,18 @@ class Conv1dReluPattern0(ConvReluBasePattern):
     def partition_types(self) -> List[OpOverload]:
         return [torch.ops.aten.conv1d.default, torch.ops.aten.relu.default]
 
+    def replacement_op(self) -> OpOverload:
+        return torch.ops.cadence.quantized_conv1d_ncl.per_tensor
+
 
 # Conv1d + alternate relu op fusion
 class Conv1dReluPattern1(ConvReluBasePattern):
     def partition_types(self) -> List[OpOverload]:
         return [torch.ops.aten.conv1d.default, torch.ops.aten.relu_.default]
 
+    def replacement_op(self) -> OpOverload:
+        return torch.ops.cadence.quantized_conv1d_ncl.per_tensor
+
 
 # Conv2d + regular relu op fusion
 class Conv2dReluPattern0(ConvReluBasePattern):