diff --git a/include/imex/Dialect/XeTile/IR/XeTileAttrs.td b/include/imex/Dialect/XeTile/IR/XeTileAttrs.td
index e587be538..b6e6735c5 100644
--- a/include/imex/Dialect/XeTile/IR/XeTileAttrs.td
+++ b/include/imex/Dialect/XeTile/IR/XeTileAttrs.td
@@ -79,9 +79,10 @@ def XeTile_TileAttr : XeTile_Attr<"XeTile", "tile_attr"> {
     [{
         mlir::Type intType = mlir::IntegerType::get($_ctxt, 32);
         mlir::BoolAttr scatteredAttr = mlir::BoolAttr::get($_ctxt, scattered);
+        mlir::DenseI64ArrayAttr blkAttr = inner_blocks.empty()? mlir::DenseI64ArrayAttr():
+                          mlir::DenseI64ArrayAttr::get($_ctxt, inner_blocks);
         return $_get($_ctxt, sg_map, wg_map, mlir::DenseI32ArrayAttr::get($_ctxt, order),
-                      mlir::DenseI64ArrayAttr::get($_ctxt, inner_blocks),
-                      mlir::IntegerAttr::get(intType, memory_space), scatteredAttr);
+                      blkAttr, mlir::IntegerAttr::get(intType, memory_space), scatteredAttr);
     }]>,
     AttrBuilder<(ins CArg<"llvm::ArrayRef<int32_t>", "{1, 0}">:$order,
                      CArg<"int", "0">:$memory_space, CArg<"bool", "false">:$scattered),
@@ -90,7 +91,7 @@ def XeTile_TileAttr : XeTile_Attr<"XeTile", "tile_attr"> {
         mlir::BoolAttr scatteredAttr = mlir::BoolAttr::get($_ctxt, scattered);
         return $_get($_ctxt, xetile::SubGroupMapAttr(), xetile::WorkGroupMapAttr(),
                       mlir::DenseI32ArrayAttr::get($_ctxt, order),
-                      mlir::DenseI64ArrayAttr::get($_ctxt, {}),
+                      mlir::DenseI64ArrayAttr(),
                       mlir::IntegerAttr::get(intType, memory_space), scatteredAttr);
     }]>,
     AttrBuilder<(ins CArg<"xetile::SubGroupMapAttr", "{}">:$sg_map,
@@ -101,7 +102,7 @@ def XeTile_TileAttr : XeTile_Attr<"XeTile", "tile_attr"> {
         mlir::Type intType = mlir::IntegerType::get($_ctxt, 32);
         mlir::BoolAttr scatteredAttr = mlir::BoolAttr::get($_ctxt, scattered);
         return $_get($_ctxt, sg_map, wg_map, mlir::DenseI32ArrayAttr::get($_ctxt, order),
-                      mlir::DenseI64ArrayAttr::get($_ctxt, {}),
+                      mlir::DenseI64ArrayAttr(),
                       mlir::IntegerAttr::get(intType, memory_space), scatteredAttr);
     }]>
   ];
diff --git a/lib/Conversion/XeTileToXeGPU/XeTileOpConversion.cpp b/lib/Conversion/XeTileToXeGPU/XeTileOpConversion.cpp
index 4fa4df3da..940218b3c 100644
--- a/lib/Conversion/XeTileToXeGPU/XeTileOpConversion.cpp
+++ b/lib/Conversion/XeTileToXeGPU/XeTileOpConversion.cpp
@@ -1090,6 +1090,32 @@ struct TypecastOpPattern : public XeOneToNConversion<CastOp> {
   }
 };
 
+struct SgArithCmpIOpPattern : public XeOneToNConversion<mlir::arith::CmpIOp> {
+  using XeOneToNConversion<mlir::arith::CmpIOp>::XeOneToNConversion;
+
+  mlir::LogicalResult
+  matchAndRewrite(mlir::arith::CmpIOp op, OpAdaptor adaptor,
+                  XeOneToNPatternRewriter &rewriter) const override {
+    auto res = op.getResult();
+    auto resType = mlir::dyn_cast<mlir::VectorType>(res.getType());
+    if (!resType || resType.getRank() != 4)
+      return mlir::failure();
+
+    auto lhs = adaptor.getLhs();
+    auto rhs = adaptor.getRhs();
+
+    llvm::SmallVector<mlir::Value> newOps;
+    for (auto [l, r] : llvm::zip_equal(lhs, rhs)) {
+      auto newOp = rewriter.create<mlir::arith::CmpIOp>(
+          op.getLoc(), op.getPredicate(), l, r);
+      newOps.push_back(newOp);
+    }
+
+    rewriter.replaceOp(op, newOps);
+    return mlir::success();
+  }
+};
+
 struct SgBroadcastOpPattern : public XeOneToNConversion<xetile::BroadcastOp> {
   using XeOneToNConversion<xetile::BroadcastOp>::XeOneToNConversion;
 
@@ -1256,8 +1282,8 @@ void populateXeTileOpConversionPatterns(imex::XeOneToNTypeConverter &converter,
       SgVectorSplatOpPattern, SgUpdateTileOffsetOpPattern,
       SgTransposeOpPattern<mlir::vector::TransposeOp>,
       SgTransposeOpPattern<xetile::TransposeOp>, SgBroadcastOpPattern,
-      SgTileReductionOpPattern, SgVectorCreateMaskOpPattern>(
-      patterns.getContext(), converter, analysis);
+      SgTileReductionOpPattern, SgVectorCreateMaskOpPattern,
+      SgArithCmpIOpPattern>(patterns.getContext(), converter, analysis);
 
   // Element-wise math operations
   patterns.insert<ElementWiseOpPattern<mlir::arith::NegFOp, 1>,