diff --git a/tools/library/scripts/generator.py b/tools/library/scripts/generator.py
index 681fb828..4d49f52e 100644
--- a/tools/library/scripts/generator.py
+++ b/tools/library/scripts/generator.py
@@ -1712,7 +1712,14 @@ def GenerateSM80_TensorOp_16864_TN(manifest, args):
   
     operations += CreateGemmOperator(manifest, layouts, tile_descriptions, \
       data_type_mixed, alignment_constraints, None, EpilogueFunctor.LinearCombinationClamp)
-  
+
+    conv_layout = (LayoutType.TensorNHWC, LayoutType.TensorNHWC, LayoutType.TensorNHWC)
+    CreateConv2dOperator(manifest, conv_layout, tile_descriptions,
+      data_type, 32, [ConvKind.Fprop], EpilogueFunctor.LinearCombinationClamp)
+ 
+    operations += CreateConv2dOperator(manifest, conv_layout, tile_descriptions,
+      data_type_mixed, 32, [ConvKind.Fprop], EpilogueFunctor.LinearCombinationClamp)
+
     for op in operations:
       if op.tile_description.threadblock_shape[1] >= 128:
         op.C.alignment = 8