diff --git a/enzyme/Enzyme/MLIR/Implementations/MemRefAutoDiffOpInterfaceImpl.cpp b/enzyme/Enzyme/MLIR/Implementations/MemRefAutoDiffOpInterfaceImpl.cpp
index 3fae773c3e7..a1bc038c9a1 100644
--- a/enzyme/Enzyme/MLIR/Implementations/MemRefAutoDiffOpInterfaceImpl.cpp
+++ b/enzyme/Enzyme/MLIR/Implementations/MemRefAutoDiffOpInterfaceImpl.cpp
@@ -214,8 +214,13 @@ class MemRefTypeInterface
   }
 
   Type getShadowType(Type self, unsigned width) const {
-    assert(width == 1 && "unsupported width != 1");
-    return self;
+    if (width == 1)
+      return self;
+
+    auto MRT = llvm::cast<MemRefType>(self);
+    SmallVector<int64_t> out_shape = {width};
+    out_shape.append(MRT.getShape().begin(), MRT.getShape().end());
+    return MRT.clone(out_shape);
   }
 
   Value createConjOp(Type self, OpBuilder &builder, Location loc,