Optimized index converter

Author: cehongwang

py/torch_tensorrt/dynamo/conversion/impl/select.py

@@ -188,15 +188,17 @@ def index(
                 )
             else:
                 dim_tensor_shape_mult_d1 = transpose_tensor_shape[i]
-            mult_d1 = convert_binary_elementwise(
-                ctx,
-                target,
-                source_ir,
-                name + f"_shape_{i}",
-                trt.ElementWiseOperation.PROD,
-                mult_d1,
-                dim_tensor_shape_mult_d1,
-            )
+
+            if isinstance(dim_tensor_shape_mult_d1, TRTTensor):
+                mult_d1 = convert_binary_elementwise(
+                    ctx,
+                    target,
+                    source_ir,
+                    name + f"_shape_{i}",
+                    trt.ElementWiseOperation.PROD,
+                    mult_d1,
+                    dim_tensor_shape_mult_d1,
+                )
 
         concat_tensor_layer = ctx.net.add_concatenation(
             [