diff --git a/src/Conversion/KrnlToLLVM/KrnlCall.cpp b/src/Conversion/KrnlToLLVM/KrnlCall.cpp
index 30abd50511..3251fd1697 100644
--- a/src/Conversion/KrnlToLLVM/KrnlCall.cpp
+++ b/src/Conversion/KrnlToLLVM/KrnlCall.cpp
@@ -68,10 +68,27 @@ class KrnlCallOpLowering : public ConversionPattern {
           rewriter, op, namedAttr.getValue(), parameterTypeList, parameterList);
     }
 
-    FlatSymbolRefAttr callRef =
-        create.llvm.getOrInsertSymbolRef(module, krnlCallOp.getFuncName(),
-            LLVM::LLVMVoidType::get(module.getContext()), parameterTypeList);
-    create.llvm.call({}, callRef, parameterList);
+    ValueRange returns = op->getResults();
+    if (returns.size() == 0) {
+      // There is no return
+      FlatSymbolRefAttr callRef =
+          create.llvm.getOrInsertSymbolRef(module, krnlCallOp.getFuncName(),
+              LLVM::LLVMVoidType::get(module.getContext()), parameterTypeList);
+      create.llvm.call({}, callRef, parameterList);
+
+      rewriter.eraseOp(op);
+    } else {
+      assert(returns.size() == 1 &&
+             "Only one return value is allowed for krnl.call now");
+      Type llvmReturnType =
+          llvmTypeConverter->convertType(returns[0].getType());
+
+      FlatSymbolRefAttr callRef = create.llvm.getOrInsertSymbolRef(
+          module, krnlCallOp.getFuncName(), llvmReturnType, parameterTypeList);
+      auto llvmCall =
+          create.llvm.call({llvmReturnType}, callRef, parameterList);
+      rewriter.replaceOp(op, llvmCall.getDefiningOp()->getResults()[0]);
+    }
 
     // Destroy OMTensor wrappers of parameters.
     const auto &apiRegistry =
@@ -81,7 +98,6 @@ class KrnlCallOpLowering : public ConversionPattern {
           rewriter, loc, apiRegistry, RuntimeAPI::API::DESTROY_OMTENSOR, {omt});
     }
 
-    rewriter.eraseOp(op);
     return success();
   }
 
diff --git a/src/Dialect/Krnl/Krnl.td b/src/Dialect/Krnl/Krnl.td
index 6f8bd48aed..cac5423fcf 100644
--- a/src/Dialect/Krnl/Krnl.td
+++ b/src/Dialect/Krnl/Krnl.td
@@ -89,6 +89,13 @@ def KrnlCallOp : Op<Krnl_Dialect, "call",
       DefaultValuedAttr<SI64Attr, "1">:$numOfOutput,
       Variadic<AnyType>:$parameters);
 
+  // Return Value for the Call.
+  // No return if the type is NoneType (void in llvm)
+  // Only scalar type is supported now.
+  // In future, return of memref can be supported with pointer of OMTensor.
+  // The returned memref will be created inside the call. 
+  let results = (outs Variadic<AnyTypeOf<[AnyFloat, AnyInteger]>>:$returnValue);
+
   // builders to build KrnlCallOp from op and operands, helping conversion from
   // onnx to krnl.
   // The name of function can be determined by the op name and elemnt type of
@@ -96,6 +103,8 @@ def KrnlCallOp : Op<Krnl_Dialect, "call",
   // Attributes of the op will be propagated to KrnlCallOp if the copyAttrs is
   // true. Or the attribute names can be specified.
   let builders = [
+      OpBuilder<(ins "std::string":$funcNameStr, "int64_t":$numOfOutput, "mlir::ValueRange":$operands)>,
+      OpBuilder<(ins "mlir::StringAttr":$funcNameStr, "IntegerAttr":$numOfOutput, "mlir::ValueRange":$operands)>,
       OpBuilder<(ins "std::string":$funcNameStr, "mlir::ValueRange":$results, "mlir::Operation *":$op, "mlir::ValueRange":$operands, "std::vector<std::string>":$attributeNames)>,
     OpBuilder<(ins "mlir::ValueRange":$results, "mlir::Operation *":$op, "mlir::ValueRange":$operands, "bool":$copyAttrs)>,
       OpBuilder<(ins "std::string":$funcNameStr, "mlir::ValueRange":$results, "mlir::Operation *":$op, "mlir::ValueRange":$operands, "std::vector<std::string>":$attributeNames)>,
diff --git a/src/Dialect/Krnl/KrnlOps.cpp b/src/Dialect/Krnl/KrnlOps.cpp
index affa43780b..cec7b2d94d 100644
--- a/src/Dialect/Krnl/KrnlOps.cpp
+++ b/src/Dialect/Krnl/KrnlOps.cpp
@@ -154,6 +154,16 @@ void KrnlCallOp::build(OpBuilder &builder, ::mlir::OperationState &odsState,
   build(builder, odsState, funcNameStr, resultVals, op, operands, copyAttrs);
 }
 
+void KrnlCallOp::build(OpBuilder &builder, ::mlir::OperationState &odsState,
+    std::string funcName, int64_t numOfOutput, ValueRange operands) {
+  build(builder, odsState, {}, funcName, numOfOutput, operands);
+}
+
+void KrnlCallOp::build(OpBuilder &builder, ::mlir::OperationState &odsState,
+    StringAttr funcName, IntegerAttr numOfOutput, ValueRange operands) {
+  build(builder, odsState, {}, funcName, numOfOutput, operands);
+}
+
 void KrnlCallOp::getEffects(
     SmallVectorImpl<SideEffects::EffectInstance<MemoryEffects::Effect>>
         &effects) {
diff --git a/test/mlir/conversion/krnl_to_llvm/call_with_return.mlir b/test/mlir/conversion/krnl_to_llvm/call_with_return.mlir
new file mode 100644
index 0000000000..4f04da7a4a
--- /dev/null
+++ b/test/mlir/conversion/krnl_to_llvm/call_with_return.mlir
@@ -0,0 +1,10 @@
+// RUN: onnx-mlir-opt --convert-krnl-to-llvm %s -split-input-file | FileCheck %s
+
+func.func private @test_krnl_call_with_return(%arg0: memref<2x3xi32>) -> i32 {
+  %1 = "krnl.call"() {funcName = "get_omp_num_thread", numOfOutput = 0 : si64} : () -> (i32)
+  func.return %1: i32
+// CHECK:         llvm.func @get_omp_num_thread() -> i32
+// CHECK:         llvm.func @test_krnl_call_with_return
+// CHECK:           [[VAR_0_:%.+]] = llvm.call @get_omp_num_thread() : () -> i32
+// CHECK:           llvm.return [[VAR_0_]] : i32
+}