diff --git a/.gitignore b/.gitignore
index a68b971cdb5e..8b3186a6eea4 100644
--- a/.gitignore
+++ b/.gitignore
@@ -35,6 +35,7 @@
 # Explicit files to ignore (only matches one).
 #==============================================================================#
 # Various tag programs
+tags
 /tags
 /TAGS
 /GPATH
diff --git a/mlir/examples/dsp/SimpleBlocks/include/toy/AST.h b/mlir/examples/dsp/SimpleBlocks/include/toy/AST.h
index c13b287bdd2f..0c76665e5d47 100644
--- a/mlir/examples/dsp/SimpleBlocks/include/toy/AST.h
+++ b/mlir/examples/dsp/SimpleBlocks/include/toy/AST.h
@@ -37,7 +37,8 @@ class ExprAST {
   enum ExprASTKind {
     Expr_VarDecl,
     Expr_Return,
-    Expr_Num,
+    Expr_Int,
+    Expr_Double,
     Expr_Literal,
     Expr_Var,
     Expr_BinOp,
@@ -61,18 +62,28 @@ class ExprAST {
 /// A block-list of expressions.
 using ExprASTList = std::vector<std::unique_ptr<ExprAST>>;
 
-/// Expression class for numeric literals like "1.0".
-class NumberExprAST : public ExprAST {
-  double val;
+class IntExprAST : public ExprAST {
+    int val;
 
 public:
-  NumberExprAST(Location loc, double val)
-      : ExprAST(Expr_Num, std::move(loc)), val(val) {}
+    IntExprAST(Location loc, int64_t val)
+        : ExprAST(Expr_Int, std::move(loc)), val(val) {}
+    
+    int64_t getInt() { return val; }
 
-  double getValue() { return val; }
+    static bool classof(const ExprAST *c) { return c->getKind() == Expr_Int; }
+};
 
-  /// LLVM style RTTI
-  static bool classof(const ExprAST *c) { return c->getKind() == Expr_Num; }
+class DoubleExprAST : public ExprAST {
+    double val;
+
+public:
+    DoubleExprAST(Location loc, double val)
+        : ExprAST(Expr_Double, std::move(loc)), val(val) {}
+    
+    double getDouble() { return val; }
+
+    static bool classof(const ExprAST *c) { return c->getKind() == Expr_Double; }
 };
 
 /// Expression class for a literal value.
diff --git a/mlir/examples/dsp/SimpleBlocks/include/toy/Lexer.h b/mlir/examples/dsp/SimpleBlocks/include/toy/Lexer.h
index d6bc5443fb30..5e5c4d48d57f 100644
--- a/mlir/examples/dsp/SimpleBlocks/include/toy/Lexer.h
+++ b/mlir/examples/dsp/SimpleBlocks/include/toy/Lexer.h
@@ -46,7 +46,9 @@ enum Token : int {
 
   // primary
   tok_identifier = -5,
-  tok_number = -6,
+  
+  tok_int = -6,
+  tok_double = -7,
 };
 
 /// The Lexer is an abstract base class providing all the facilities that the
@@ -83,10 +85,14 @@ class Lexer {
     return identifierStr;
   }
 
-  /// Return the current number (prereq: getCurToken() == tok_number)
-  double getValue() {
-    assert(curTok == tok_number);
-    return numVal;
+  int64_t getIntValue() {
+      assert(curTok == tok_int);
+      return numInt;
+  }
+  
+  double getDoubleValue() {
+      assert(curTok == tok_double);
+      return numDouble;
   }
 
   /// Return the location for the beginning of the current token.
@@ -148,16 +154,27 @@ class Lexer {
       return tok_identifier;
     }
 
-    // Number: [0-9.]+
-    if (isdigit(lastChar) || lastChar == '.') {
-      std::string numStr;
-      do {
-        numStr += lastChar;
-        lastChar = Token(getNextChar());
-      } while (isdigit(lastChar) || lastChar == '.');
 
-      numVal = strtod(numStr.c_str(), nullptr);
-      return tok_number;
+    if(isdigit(lastChar)) {
+        std::string numStr;
+        bool isDouble = false;
+
+        do {
+            if(lastChar == '.') isDouble = true;
+
+            numStr += lastChar;
+            lastChar = Token(getNextChar());
+        } while(isdigit(lastChar) || lastChar == '.');
+
+        if(isDouble) {
+            numDouble = strtod(numStr.c_str(), nullptr);
+            return tok_double;
+        }
+        else {
+            char ** p_end;
+            numInt = strtol(numStr.c_str(), p_end, 10);
+            return tok_int;
+        }
     }
 
     if (lastChar == '#') {
@@ -189,8 +206,8 @@ class Lexer {
   /// If the current Token is an identifier, this string contains the value.
   std::string identifierStr;
 
-  /// If the current Token is a number, this contains the value.
-  double numVal = 0;
+  int64_t numInt = 0;
+  double numDouble = 0;
 
   /// The last value returned by getNextChar(). We need to keep it around as we
   /// always need to read ahead one character to decide when to end a token and
diff --git a/mlir/examples/dsp/SimpleBlocks/include/toy/Ops.td b/mlir/examples/dsp/SimpleBlocks/include/toy/Ops.td
index 6d714f9832b6..959f6f874102 100644
--- a/mlir/examples/dsp/SimpleBlocks/include/toy/Ops.td
+++ b/mlir/examples/dsp/SimpleBlocks/include/toy/Ops.td
@@ -83,9 +83,42 @@ def ConstantOp : Dsp_Op<"constant", [Pure]> {
 
     // Build a constant with a given constant floating-point value.
     OpBuilder<(ins "double":$value)>,
+  ];
 
-    // Build a constant with a given constant floating-point value.
-    // OpBuilder<(ins "int":$value)>
+  // Indicate that additional verification for this operation is necessary.
+  let hasVerifier = 1;
+}
+
+//===----------------------------------------------------------------------===//
+// IntegerConstantOp
+//===----------------------------------------------------------------------===//
+
+def IntegerConstantOp : Dsp_Op<"integer_constant", [Pure]> {
+  let summary = "integer constant";
+  let description = [{
+    Integer Constant operation turns a literal into an SSA value. The data is attached
+    to the operation as an attribute. For example:
+
+    ```mlir
+      %0 = dsp.integer_constant dense<[[1, 2, 30], [4, 5, 6]]>
+                        : tensor<2x3xi64>
+    ```
+  }];
+
+  // expect an integer constant tensor value of type I64
+  let arguments = (ins I64ElementsAttr:$value);
+
+  let results = (outs I64Tensor);
+
+  let hasCustomAssemblyFormat = 1;
+
+  let builders = [
+    OpBuilder<(ins "DenseIntElementsAttr":$value), [{
+      build($_builder, $_state, value.getType(), value);
+    }]>,
+    
+    // Build a constant with a given constant int64 value.
+    OpBuilder<(ins "int64_t":$value)>,
   ];
 
   // Indicate that additional verification for this operation is necessary.
@@ -299,7 +332,7 @@ def PrintOp : Dsp_Op<"print"> {
 
   // The print operation takes an input tensor to print.
   // We also allow a F64MemRef to enable interop during partial lowering.
-  let arguments = (ins AnyTypeOf<[F64Tensor, F64MemRef]>:$input);
+  let arguments = (ins AnyTypeOf<[F64, I64, F64Tensor, F64MemRef, I64Tensor, I64MemRef]>:$input);
 
   let assemblyFormat = "$input attr-dict `:` type($input)";
 }
diff --git a/mlir/examples/dsp/SimpleBlocks/include/toy/Parser.h b/mlir/examples/dsp/SimpleBlocks/include/toy/Parser.h
index 42bd653b156c..866ca2bc276b 100644
--- a/mlir/examples/dsp/SimpleBlocks/include/toy/Parser.h
+++ b/mlir/examples/dsp/SimpleBlocks/include/toy/Parser.h
@@ -75,14 +75,21 @@ class Parser {
     return std::make_unique<ReturnExprAST>(std::move(loc), std::move(expr));
   }
 
-  /// Parse a literal number.
-  /// numberexpr ::= number
-  std::unique_ptr<ExprAST> parseNumberExpr() {
-    auto loc = lexer.getLastLocation();
-    auto result =
-        std::make_unique<NumberExprAST>(std::move(loc), lexer.getValue());
-    lexer.consume(tok_number);
-    return std::move(result);
+
+  std::unique_ptr<ExprAST> parseIntExpr() {
+      auto loc = lexer.getLastLocation();
+      auto result = 
+          std::make_unique<IntExprAST>(std::move(loc), lexer.getIntValue());
+      lexer.consume(tok_int);
+      return std::move(result);
+  }
+
+  std::unique_ptr<ExprAST> parseDoubleExpr() {
+      auto loc = lexer.getLastLocation();
+      auto result = 
+          std::make_unique<DoubleExprAST>(std::move(loc), lexer.getDoubleValue());
+      lexer.consume(tok_double);
+      return std::move(result);
   }
 
   /// Parse a literal array expression.
@@ -103,9 +110,17 @@ class Parser {
         if (!values.back())
           return nullptr; // parse error in the nested array.
       } else {
-        if (lexer.getCurToken() != tok_number)
-          return parseError<ExprAST>("<num> or [", "in literal expression");
-        values.push_back(parseNumberExpr());
+        // test for int and double
+        //if (lexer.getCurToken() != tok_number)
+          //return parseError<ExprAST>("<num> or [", "in literal expression");
+        //values.push_back(parseNumberExpr());
+        
+          if(lexer.getCurToken() != tok_int && lexer.getCurToken() != tok_double) {
+              return parseError<ExprAST>("<num> or [", "in literal expression");
+          }
+
+          if(lexer.getCurToken() == tok_int) values.push_back(parseIntExpr());
+          else if(lexer.getCurToken() == tok_double) values.push_back(parseDoubleExpr());
       }
 
       // End of this list on ']'
@@ -150,6 +165,7 @@ class Parser {
                                      "inside literal expression");
       }
     }
+
     return std::make_unique<LiteralExprAST>(std::move(loc), std::move(values),
                                             std::move(dims));
   }
@@ -224,8 +240,13 @@ class Parser {
       return nullptr;
     case tok_identifier:
       return parseIdentifierExpr();
-    case tok_number:
-      return parseNumberExpr();
+    /* test for int and double */
+    //case tok_number:
+      //return parseNumberExpr();
+    case tok_int:
+      return parseIntExpr();
+    case tok_double:
+      return parseDoubleExpr();
     case '(':
       return parseParenExpr();
     case '[':
@@ -295,11 +316,20 @@ class Parser {
 
     auto type = std::make_unique<VarType>();
 
-    while (lexer.getCurToken() == tok_number) {
-      type->shape.push_back(lexer.getValue());
-      lexer.getNextToken();
-      if (lexer.getCurToken() == ',')
+    // test for int and double
+    //while (lexer.getCurToken() == tok_number) {
+      //type->shape.push_back(lexer.getValue());
+      //lexer.getNextToken();
+      //if (lexer.getCurToken() == ',')
+        //lexer.getNextToken();
+    //}
+
+    while(lexer.getCurToken() == tok_int || lexer.getCurToken() == tok_double) {
+        if(lexer.getCurToken() == tok_int) type->shape.push_back(lexer.getIntValue());
+        else if(lexer.getCurToken() == tok_double) type->shape.push_back(lexer.getDoubleValue());
         lexer.getNextToken();
+
+        if(lexer.getCurToken() == ',') lexer.getNextToken();
     }
 
     if (lexer.getCurToken() != '>')
diff --git a/mlir/examples/dsp/SimpleBlocks/mlir/Dialect.cpp b/mlir/examples/dsp/SimpleBlocks/mlir/Dialect.cpp
index 47f76a2ff96c..12d0421d5477 100644
--- a/mlir/examples/dsp/SimpleBlocks/mlir/Dialect.cpp
+++ b/mlir/examples/dsp/SimpleBlocks/mlir/Dialect.cpp
@@ -241,6 +241,58 @@ mlir::LogicalResult ConstantOp::verify() {
   return mlir::success();
 }
 
+//===----------------------------------------------------------------------===//
+// Integer ConstantOp
+//===----------------------------------------------------------------------===//
+
+void IntegerConstantOp::build(mlir::OpBuilder &builder, mlir::OperationState &state,
+                       int64_t value) {
+  auto dataType = RankedTensorType::get({}, builder.getI64Type());
+  auto dataAttribute = mlir::DenseIntElementsAttr::get(dataType, value);
+  IntegerConstantOp::build(builder, state, dataType, dataAttribute);
+}
+
+mlir::ParseResult IntegerConstantOp::parse(mlir::OpAsmParser &parser,
+                                    mlir::OperationState &result) {
+  mlir::DenseIntElementsAttr value;
+  if (parser.parseOptionalAttrDict(result.attributes) ||
+      parser.parseAttribute(value, "value", result.attributes))
+    return failure();
+
+  result.addTypes(value.getType());
+  return success();
+}
+
+void IntegerConstantOp::print(mlir::OpAsmPrinter &printer) {
+  printer << " ";
+  printer.printOptionalAttrDict((*this)->getAttrs(), /*elidedAttrs=*/{"value"});
+  printer << getValue();
+}
+
+mlir::LogicalResult IntegerConstantOp::verify() {
+  auto resultType = llvm::dyn_cast<mlir::RankedTensorType>(getResult().getType());
+  if (!resultType)
+    return success();
+
+  auto attrType = llvm::cast<mlir::RankedTensorType>(getValue().getType());
+  if (attrType.getRank() != resultType.getRank()) {
+    return emitOpError("return type must match the one of the attached value "
+                       "attribute: ")
+           << attrType.getRank() << " != " << resultType.getRank();
+  }
+
+  // Check that each of the dimensions match between the two types.
+  for (int dim = 0, dimE = attrType.getRank(); dim < dimE; ++dim) {
+    if (attrType.getShape()[dim] != resultType.getShape()[dim]) {
+      return emitOpError(
+                 "return type shape mismatches its attribute at dimension ")
+             << dim << ": " << attrType.getShape()[dim]
+             << " != " << resultType.getShape()[dim];
+    }
+  }
+  return mlir::success();
+}
+
 //===----------------------------------------------------------------------===//
 // AddOp
 //===----------------------------------------------------------------------===//
diff --git a/mlir/examples/dsp/SimpleBlocks/mlir/LowerToAffineLoops.cpp b/mlir/examples/dsp/SimpleBlocks/mlir/LowerToAffineLoops.cpp
index 537989becb84..f7ec02ca6acb 100644
--- a/mlir/examples/dsp/SimpleBlocks/mlir/LowerToAffineLoops.cpp
+++ b/mlir/examples/dsp/SimpleBlocks/mlir/LowerToAffineLoops.cpp
@@ -6120,6 +6120,72 @@ struct ConstantOpLowering : public OpRewritePattern<dsp::ConstantOp> {
   }
 };
 
+//===----------------------------------------------------------------------===//
+// ToyToAffine RewritePatterns: IntegerConstant operations
+//===----------------------------------------------------------------------===//
+
+// FIXME: integer tensor is not yet support
+// to support it, add literal integer parsing logic in parser
+struct IntegerConstantOpLowering : public OpRewritePattern<dsp::IntegerConstantOp> {
+  using OpRewritePattern<dsp::IntegerConstantOp>::OpRewritePattern;
+
+  LogicalResult matchAndRewrite(dsp::IntegerConstantOp op,
+                                PatternRewriter &rewriter) const final {
+    DenseIntElementsAttr intConstVal = op.getValue();
+    Location loc = op.getLoc();
+
+    auto tensorType = llvm::cast<RankedTensorType>(op.getType());
+    auto memRefType = convertTensorToMemRef(tensorType);
+    auto alloc = insertAllocAndDealloc(memRefType, loc, rewriter);
+
+    auto valueShape = memRefType.getShape();
+    SmallVector<Value, 8> constantIndices;
+
+    if (!valueShape.empty()) {
+      for (auto i : llvm::seq<int64_t>(
+               0, *std::max_element(valueShape.begin(), valueShape.end())))
+        constantIndices.push_back(
+            rewriter.create<arith::ConstantIndexOp>(loc, i));
+    } else {
+      // FIXME: current impl of integer constant should only be using this condition.
+      constantIndices.push_back(
+          rewriter.create<arith::ConstantIndexOp>(loc, 0));
+    }
+
+    // The constant operation represents a multi-dimensional constant, so we
+    // will need to generate a store for each of the elements. The following
+    // functor recursively walks the dimensions of the constant shape,
+    // generating a store when the recursion hits the base case.
+    SmallVector<Value, 2> indices;
+    auto valueIt = intConstVal.value_begin<IntegerAttr>();
+    std::function<void(uint64_t)> storeElements = [&](uint64_t dimension) {
+      // The last dimension is the base case of the recursion, at this point
+      // we store the element at the given index.
+      if (dimension == valueShape.size()) {
+        rewriter.create<affine::AffineStoreOp>(
+            loc, rewriter.create<arith::ConstantOp>(loc, *valueIt++), alloc,
+            llvm::ArrayRef(indices));
+        return;
+      }
+
+      // Otherwise, iterate over the current dimension and add the indices to
+      // the list.
+      for (uint64_t i = 0, e = valueShape[dimension]; i != e; ++i) {
+        indices.push_back(constantIndices[i]);
+        storeElements(dimension + 1);
+        indices.pop_back();
+      }
+    };
+
+    // Start the element storing recursion from the first dimension.
+    storeElements(/*dimension=*/0);
+
+    // Replace this operation with the generated alloc.
+    rewriter.replaceOp(op, alloc);
+    return success();
+  }
+};
+
 //===----------------------------------------------------------------------===//
 // ToyToAffine RewritePatterns: Func operations
 //===----------------------------------------------------------------------===//
@@ -6271,7 +6337,7 @@ void ToyToAffineLoweringPass::runOnOperation() {
   // Now that the conversion target has been defined, we just need to provide
   // the set of patterns that will lower the Toy operations.
   RewritePatternSet patterns(&getContext());
-  patterns.add<AddOpLowering, ConstantOpLowering, FuncOpLowering, MulOpLowering, 
+  patterns.add<AddOpLowering, ConstantOpLowering, /*test*/ IntegerConstantOpLowering, FuncOpLowering, MulOpLowering, 
                PrintOpLowering, ReturnOpLowering, TransposeOpLowering ,
                DelayOpLowering, GainOpLowering, SubOpLowering, FIRFilterResponseOpLowering, 
                SlidingWindowAvgOpLowering, DownSamplingOpLowering, 
diff --git a/mlir/examples/dsp/SimpleBlocks/mlir/LowerToLLVM.cpp b/mlir/examples/dsp/SimpleBlocks/mlir/LowerToLLVM.cpp
index 60084f3973e8..f918b60f85f0 100644
--- a/mlir/examples/dsp/SimpleBlocks/mlir/LowerToLLVM.cpp
+++ b/mlir/examples/dsp/SimpleBlocks/mlir/LowerToLLVM.cpp
@@ -58,6 +58,7 @@
 #include "llvm/Support/Casting.h"
 #include <memory>
 #include <utility>
+#include <iostream>
 
 using namespace mlir;
 
@@ -85,8 +86,23 @@ class PrintOpLowering : public ConversionPattern {
 
     // Get a symbol reference to the printf function, inserting it if necessary.
     auto printfRef = getOrInsertPrintf(rewriter, parentModule);
-    Value formatSpecifierCst = getOrCreateGlobalString(
-        loc, rewriter, "frmt_spec", StringRef("%f \0", 4), parentModule);
+    /* test int and float lowering */
+    auto eleType = memRefType.getElementType();
+    Value formatSpecifierCst;
+    if(mlir::isa<FloatType>(eleType)) {
+        std::cout << "MK detect float" << std::endl;
+        formatSpecifierCst = getOrCreateGlobalString(
+                loc, rewriter, "frmt_spec_f", StringRef("%f \0", 4), parentModule);
+
+    }
+    else if(mlir::isa<IntegerType>(eleType)) {
+        std::cout << "MK detect int" << std::endl;
+        formatSpecifierCst = getOrCreateGlobalString(
+                loc, rewriter, "frmt_spec_d", StringRef("%ld \0", 5), parentModule);
+
+    }
+    //Value formatSpecifierCst = getOrCreateGlobalString(
+        //loc, rewriter, "frmt_spec", StringRef("%f \0", 4), parentModule);
     Value newLineCst = getOrCreateGlobalString(
         loc, rewriter, "nl", StringRef("\n\0", 2), parentModule);
 
diff --git a/mlir/examples/dsp/SimpleBlocks/mlir/MLIRGen.cpp b/mlir/examples/dsp/SimpleBlocks/mlir/MLIRGen.cpp
index 24017a99f81e..72840cd68d47 100644
--- a/mlir/examples/dsp/SimpleBlocks/mlir/MLIRGen.cpp
+++ b/mlir/examples/dsp/SimpleBlocks/mlir/MLIRGen.cpp
@@ -40,6 +40,7 @@
 #include <numeric>
 #include <optional>
 #include <vector>
+#include <iostream>
 
 using namespace mlir::dsp;
 using namespace dsp;
@@ -66,6 +67,7 @@ class MLIRGenImpl {
 
   /// Public API: convert the AST for a Toy module (source file) to an MLIR
   /// Module operation.
+  
   mlir::ModuleOp mlirGen(ModuleAST &moduleAST) {
     // We create an empty MLIR module and codegen functions one at a time and
     // add them to the module.
@@ -281,11 +283,11 @@ class MLIRGenImpl {
                                  std::multiplies<int>()));
     collectData(lit, data);
 
-    // The type of this attribute is tensor of 64-bit floating-point with the
     // shape of the literal.
     mlir::Type elementType = builder.getF64Type();
     auto dataType = mlir::RankedTensorType::get(lit.getDims(), elementType);
 
+
     // This is the actual attribute that holds the list of values for this
     // tensor literal.
     auto dataAttribute =
@@ -311,8 +313,17 @@ class MLIRGenImpl {
       return;
     }
 
-    assert(isa<NumberExprAST>(expr) && "expected literal or number expr");
-    data.push_back(cast<NumberExprAST>(expr).getValue());
+    //assert(isa<DoubleExprAST>(expr) && "expected literal or number expr");
+    //data.push_back(cast<DoubleExprAST>(expr).getDouble());
+
+    if(isa<DoubleExprAST>(expr)) {
+        data.push_back(cast<DoubleExprAST>(expr).getDouble());
+        return;
+    }
+    if(isa<IntExprAST>(expr)) {
+        data.push_back(cast<IntExprAST>(expr).getInt());
+        return;
+    }
   }
 
   /// Emit a call expression. It emits specific operations for the `transpose`
@@ -755,9 +766,12 @@ class MLIRGenImpl {
     return mlir::success();
   }
 
-  /// Emit a constant for a single number (FIXME: semantic? broadcast?)
-  mlir::Value mlirGen(NumberExprAST &num) {
-    return builder.create<ConstantOp>(loc(num.loc()), num.getValue());
+  mlir::Value mlirGen(IntExprAST &num) {
+      return builder.create<IntegerConstantOp>(loc(num.loc()), num.getInt());
+  }
+
+  mlir::Value mlirGen(DoubleExprAST &num) {
+      return builder.create<ConstantOp>(loc(num.loc()), num.getDouble());
   }
 
   /// Dispatch codegen for the right expression subclass using RTTI.
@@ -771,8 +785,10 @@ class MLIRGenImpl {
       return mlirGen(cast<LiteralExprAST>(expr));
     case dsp::ExprAST::Expr_Call:
       return mlirGen(cast<CallExprAST>(expr));
-    case dsp::ExprAST::Expr_Num:
-      return mlirGen(cast<NumberExprAST>(expr));
+    case dsp::ExprAST::Expr_Int:
+      return mlirGen(cast<IntExprAST>(expr));
+    case dsp::ExprAST::Expr_Double:
+      return mlirGen(cast<DoubleExprAST>(expr));
     default:
       emitError(loc(expr.loc()))
           << "MLIR codegen encountered an unhandled expr kind '"
diff --git a/mlir/examples/dsp/SimpleBlocks/parser/AST.cpp b/mlir/examples/dsp/SimpleBlocks/parser/AST.cpp
index a5dfa2d0f16e..e1660394c46a 100644
--- a/mlir/examples/dsp/SimpleBlocks/parser/AST.cpp
+++ b/mlir/examples/dsp/SimpleBlocks/parser/AST.cpp
@@ -42,7 +42,8 @@ class ASTDumper {
   void dump(VarDeclExprAST *varDecl);
   void dump(ExprAST *expr);
   void dump(ExprASTList *exprList);
-  void dump(NumberExprAST *num);
+  void dump(IntExprAST *num);
+  void dump(DoubleExprAST *num);
   void dump(LiteralExprAST *node);
   void dump(VariableExprAST *node);
   void dump(ReturnExprAST *node);
@@ -80,7 +81,7 @@ static std::string loc(T *node) {
 /// Dispatch to a generic expressions to the appropriate subclass using RTTI
 void ASTDumper::dump(ExprAST *expr) {
   llvm::TypeSwitch<ExprAST *>(expr)
-      .Case<BinaryExprAST, CallExprAST, LiteralExprAST, NumberExprAST,
+      .Case<BinaryExprAST, CallExprAST, LiteralExprAST, IntExprAST, DoubleExprAST, /* test for int and double*/ //NumberExprAST,
             PrintExprAST, ReturnExprAST, VarDeclExprAST, VariableExprAST>(
           [&](auto *node) { this->dump(node); })
       .Default([&](ExprAST *) {
@@ -110,10 +111,21 @@ void ASTDumper::dump(ExprASTList *exprList) {
   llvm::errs() << "} // Block\n";
 }
 
-/// A literal number, just print the value.
-void ASTDumper::dump(NumberExprAST *num) {
-  INDENT();
-  llvm::errs() << num->getValue() << " " << loc(num) << "\n";
+// test for int and double
+///// A literal number, just print the value.
+//void ASTDumper::dump(NumberExprAST *num) {
+  //INDENT();
+  //llvm::errs() << num->getValue() << " " << loc(num) << "\n";
+//}
+
+void ASTDumper::dump(IntExprAST *num) {
+    INDENT();
+    llvm::errs() << num->getInt() << " " << loc(num) << "\n";
+}
+
+void ASTDumper::dump(DoubleExprAST *num) {
+    INDENT();
+    llvm::errs() << num->getDouble() << " " << loc(num) << "\n";
 }
 
 /// Helper to print recursively a literal. This handles nested array like:
@@ -122,10 +134,22 @@ void ASTDumper::dump(NumberExprAST *num) {
 ///    <2,2>[<2>[ 1, 2 ], <2>[ 3, 4 ] ]
 void printLitHelper(ExprAST *litOrNum) {
   // Inside a literal expression we can have either a number or another literal
-  if (auto *num = llvm::dyn_cast<NumberExprAST>(litOrNum)) {
-    llvm::errs() << num->getValue();
-    return;
-  }
+
+  // test for int and double
+  //if (auto *num = llvm::dyn_cast<NumberExprAST>(litOrNum)) {
+    //llvm::errs() << num->getValue();
+    //return;
+  //}
+
+    if(auto *num = llvm::dyn_cast<DoubleExprAST>(litOrNum)) {
+        llvm::errs() << num->getDouble();
+        return;
+    }
+    if(auto *num = llvm::dyn_cast<IntExprAST>(litOrNum)) {
+        llvm::errs() << num->getInt();
+        return;
+    }
+
   auto *literal = llvm::cast<LiteralExprAST>(litOrNum);
 
   // Print the dimension for this literal first
diff --git a/mlir/examples/toy/Ch1/include/toy/AST.h b/mlir/examples/toy/Ch1/include/toy/AST.h
index d2ba101dea5a..19d816b031c3 100644
--- a/mlir/examples/toy/Ch1/include/toy/AST.h
+++ b/mlir/examples/toy/Ch1/include/toy/AST.h
@@ -37,7 +37,9 @@ class ExprAST {
   enum ExprASTKind {
     Expr_VarDecl,
     Expr_Return,
-    Expr_Num,
+    // Expr_Num,
+    Expr_Int,
+    Expr_Double,
     Expr_Literal,
     Expr_Var,
     Expr_BinOp,
@@ -62,17 +64,43 @@ class ExprAST {
 using ExprASTList = std::vector<std::unique_ptr<ExprAST>>;
 
 /// Expression class for numeric literals like "1.0".
-class NumberExprAST : public ExprAST {
-  double val;
+//class NumberExprAST : public ExprAST {
+  //double val;
+//
+//public:
+  //NumberExprAST(Location loc, double val)
+      //: ExprAST(Expr_Num, std::move(loc)), val(val) {}
+//
+  //double getValue() { return val; }
+//
+  ///// LLVM style RTTI
+  //static bool classof(const ExprAST *c) { return c->getKind() == Expr_Num; }
+//};
+
+// add -- Int Expr AST
+class IntExprAST : public ExprAST {
+    int val;
 
 public:
-  NumberExprAST(Location loc, double val)
-      : ExprAST(Expr_Num, std::move(loc)), val(val) {}
+    IntExprAST(Location loc, int val)
+        : ExprAST(Expr_Int, std::move(loc)), val(val) {}
 
-  double getValue() { return val; }
+    int getInt() { return val; }
 
-  /// LLVM style RTTI
-  static bool classof(const ExprAST *c) { return c->getKind() == Expr_Num; }
+    static bool classof(const ExprAST *c) { return c->getKind() == Expr_Int; }
+};
+
+// add -- Double Expr AST
+class DoubleExprAST : public ExprAST {
+    double val;
+
+public:
+    DoubleExprAST(Location loc, double val)
+        : ExprAST(Expr_Double, std::move(loc)), val(val) {}
+
+    double getDouble() { return val; }
+
+    static bool classof(const ExprAST *c) { return c->getKind() == Expr_Double; }
 };
 
 /// Expression class for a literal value.
diff --git a/mlir/examples/toy/Ch1/include/toy/Lexer.h b/mlir/examples/toy/Ch1/include/toy/Lexer.h
index ecbb3b4e0e58..99d9a4e065f6 100644
--- a/mlir/examples/toy/Ch1/include/toy/Lexer.h
+++ b/mlir/examples/toy/Ch1/include/toy/Lexer.h
@@ -46,7 +46,8 @@ enum Token : int {
 
   // primary
   tok_identifier = -5,
-  tok_number = -6,
+  tok_int = -6,
+  tok_double = -7,
 };
 
 /// The Lexer is an abstract base class providing all the facilities that the
@@ -84,9 +85,19 @@ class Lexer {
   }
 
   /// Return the current number (prereq: getCurToken() == tok_number)
-  double getValue() {
-    assert(curTok == tok_number);
-    return numVal;
+  //double getValue() {
+    //assert(curTok == tok_number);
+    //return numVal;
+  //}
+
+  int getIntValue() {
+      assert(curTok == tok_int);
+      return numInt;
+  }
+
+  double getDoubleValue() {
+      assert(curTok == tok_double);
+      return numDouble;
   }
 
   /// Return the location for the beginning of the current token.
@@ -149,15 +160,37 @@ class Lexer {
     }
 
     // Number: [0-9.]+
-    if (isdigit(lastChar) || lastChar == '.') {
-      std::string numStr;
-      do {
-        numStr += lastChar;
-        lastChar = Token(getNextChar());
-      } while (isdigit(lastChar) || lastChar == '.');
-
-      numVal = strtod(numStr.c_str(), nullptr);
-      return tok_number;
+    //if (isdigit(lastChar) || lastChar == '.') {
+      //std::string numStr;
+      //do {
+        //numStr += lastChar;
+        //lastChar = Token(getNextChar());
+      //} while (isdigit(lastChar) || lastChar == '.');
+//
+      //numVal = strtod(numStr.c_str(), nullptr);
+      //return tok_number;
+    //}
+
+    // add -- number
+    if(isdigit(lastChar)) {
+        std::string numStr;
+        bool isDouble = false;
+
+        do {
+            if(lastChar == '.') isDouble = true;
+
+            numStr += lastChar;
+            lastChar = Token(getNextChar());
+        } while (isdigit(lastChar) || lastChar == '.');
+
+        if(isDouble) {
+            numDouble = strtod(numStr.c_str(), nullptr);
+            return tok_double;
+        } else {
+            char ** p_end;
+            numInt = strtol(numStr.c_str(), p_end, 10);
+            return tok_int;
+        }
     }
 
     if (lastChar == '#') {
@@ -190,7 +223,9 @@ class Lexer {
   std::string identifierStr;
 
   /// If the current Token is a number, this contains the value.
-  double numVal = 0;
+  //double numVal = 0;
+  int numInt = 0;
+  double numDouble = 0;
 
   /// The last value returned by getNextChar(). We need to keep it around as we
   /// always need to read ahead one character to decide when to end a token and
diff --git a/mlir/examples/toy/Ch1/include/toy/Parser.h b/mlir/examples/toy/Ch1/include/toy/Parser.h
index 1f20616ac6b4..8a41a71d8ba8 100644
--- a/mlir/examples/toy/Ch1/include/toy/Parser.h
+++ b/mlir/examples/toy/Ch1/include/toy/Parser.h
@@ -77,12 +77,34 @@ class Parser {
 
   /// Parse a literal number.
   /// numberexpr ::= number
-  std::unique_ptr<ExprAST> parseNumberExpr() {
-    auto loc = lexer.getLastLocation();
-    auto result =
-        std::make_unique<NumberExprAST>(std::move(loc), lexer.getValue());
-    lexer.consume(tok_number);
-    return std::move(result);
+  //std::unique_ptr<ExprAST> parseNumberExpr() {
+    //auto loc = lexer.getLastLocation();
+    //auto result =
+        //std::make_unique<NumberExprAST>(std::move(loc), lexer.getValue());
+    //lexer.consume(tok_number);
+    //return std::move(result);
+  //}
+
+  // add -- Parse an integer
+  std::unique_ptr<ExprAST> parseIntExpr() {
+      auto loc = lexer.getLastLocation();
+      printf("Parser.h -- get Integer valus: %d\n", lexer.getIntValue());
+      auto result = 
+          std::make_unique<IntExprAST>(std::move(loc), lexer.getIntValue());
+
+      lexer.consume(tok_int);
+      return std::move(result);
+  }
+
+  // add -- Parse an integer
+  std::unique_ptr<ExprAST> parseDoubleExpr() {
+      auto loc = lexer.getLastLocation();
+      printf("Parser.h -- get Double valus: %f\n", lexer.getDoubleValue());
+      auto result = 
+          std::make_unique<DoubleExprAST>(std::move(loc), lexer.getDoubleValue());
+
+      lexer.consume(tok_double);
+      return std::move(result);
   }
 
   /// Parse a literal array expression.
@@ -103,9 +125,16 @@ class Parser {
         if (!values.back())
           return nullptr; // parse error in the nested array.
       } else {
-        if (lexer.getCurToken() != tok_number)
-          return parseError<ExprAST>("<num> or [", "in literal expression");
-        values.push_back(parseNumberExpr());
+        //if (lexer.getCurToken() != tok_number)
+          //return parseError<ExprAST>("<num> or [", "in literal expression");
+        //values.push_back(parseNumberExpr());
+
+        // add -- int and double logic
+          if(lexer.getCurToken() != tok_int && lexer.getCurToken() != tok_double) {
+              return parseError<ExprAST>("<number> or [", "in literal expression");
+          }
+          if(lexer.getCurToken() == tok_int) values.push_back(parseIntExpr());
+          else if(lexer.getCurToken() == tok_double) values.push_back(parseDoubleExpr());
       }
 
       // End of this list on ']'
@@ -224,8 +253,13 @@ class Parser {
       return nullptr;
     case tok_identifier:
       return parseIdentifierExpr();
-    case tok_number:
-      return parseNumberExpr();
+    //case tok_number:
+      //return parseNumberExpr();
+    /* add -- integer and double cases */
+    case tok_int:
+      return parseIntExpr();
+    case tok_double:
+      return parseDoubleExpr();
     case '(':
       return parseParenExpr();
     case '[':
@@ -295,11 +329,20 @@ class Parser {
 
     auto type = std::make_unique<VarType>();
 
-    while (lexer.getCurToken() == tok_number) {
-      type->shape.push_back(lexer.getValue());
-      lexer.getNextToken();
-      if (lexer.getCurToken() == ',')
+    //while (lexer.getCurToken() == tok_number) {
+      //type->shape.push_back(lexer.getValue());
+      //lexer.getNextToken();
+      //if (lexer.getCurToken() == ',')
+        //lexer.getNextToken();
+    //}
+    
+    // add -- integer and double logic
+    while (lexer.getCurToken() == tok_int || lexer.getCurToken() == tok_double) {
+        if(lexer.getCurToken() == tok_int ) type->shape.push_back(lexer.getIntValue());
+        else if(lexer.getCurToken() == tok_double ) type->shape.push_back(lexer.getDoubleValue());
         lexer.getNextToken();
+
+        if(lexer.getCurToken() == ',') lexer.getNextToken();
     }
 
     if (lexer.getCurToken() != '>')
diff --git a/mlir/examples/toy/Ch1/parser/AST.cpp b/mlir/examples/toy/Ch1/parser/AST.cpp
index 2546f2a9725d..4182c149a485 100644
--- a/mlir/examples/toy/Ch1/parser/AST.cpp
+++ b/mlir/examples/toy/Ch1/parser/AST.cpp
@@ -42,7 +42,11 @@ class ASTDumper {
   void dump(VarDeclExprAST *varDecl);
   void dump(ExprAST *expr);
   void dump(ExprASTList *exprList);
-  void dump(NumberExprAST *num);
+  //void dump(NumberExprAST *num);
+  // add -- expr dump
+  void dump(IntExprAST *num);
+  void dump(DoubleExprAST *num);
+  // end add
   void dump(LiteralExprAST *node);
   void dump(VariableExprAST *node);
   void dump(ReturnExprAST *node);
@@ -80,7 +84,7 @@ static std::string loc(T *node) {
 /// Dispatch to a generic expressions to the appropriate subclass using RTTI
 void ASTDumper::dump(ExprAST *expr) {
   llvm::TypeSwitch<ExprAST *>(expr)
-      .Case<BinaryExprAST, CallExprAST, LiteralExprAST, NumberExprAST,
+      .Case<BinaryExprAST, CallExprAST, LiteralExprAST, /*add -- expr type switch*/ IntExprAST, DoubleExprAST, // NumberExprAST,
             PrintExprAST, ReturnExprAST, VarDeclExprAST, VariableExprAST>(
           [&](auto *node) { this->dump(node); })
       .Default([&](ExprAST *) {
@@ -111,9 +115,22 @@ void ASTDumper::dump(ExprASTList *exprList) {
 }
 
 /// A literal number, just print the value.
-void ASTDumper::dump(NumberExprAST *num) {
-  INDENT();
-  llvm::errs() << num->getValue() << " " << loc(num) << "\n";
+//void ASTDumper::dump(NumberExprAST *num) {
+  //INDENT();
+  //llvm::errs() << num->getValue() << " " << loc(num) << "\n";
+//}
+
+// add -- expr dumps
+void ASTDumper::dump(IntExprAST *num) {
+    printf("AST.cpp -- getting int: %d", num->getInt());
+    INDENT();
+    llvm::errs() << num->getInt() << " " << loc(num) << "\n";
+}
+
+void ASTDumper::dump(DoubleExprAST *num) {
+    printf("AST.cpp -- getting double: %f", num->getDouble());
+    INDENT();
+    llvm::errs() << num->getDouble() << " " << loc(num) << "\n";
 }
 
 /// Helper to print recursively a literal. This handles nested array like:
@@ -122,10 +139,20 @@ void ASTDumper::dump(NumberExprAST *num) {
 ///    <2,2>[<2>[ 1, 2 ], <2>[ 3, 4 ] ]
 void printLitHelper(ExprAST *litOrNum) {
   // Inside a literal expression we can have either a number or another literal
-  if (auto *num = llvm::dyn_cast<NumberExprAST>(litOrNum)) {
-    llvm::errs() << num->getValue();
-    return;
-  }
+  //if (auto *num = llvm::dyn_cast<NumberExprAST>(litOrNum)) {
+    //llvm::errs() << num->getValue();
+    //return;
+  //}
+
+  // add -- lit helper expr dump int and double
+    if (auto *num = llvm::dyn_cast<IntExprAST>(litOrNum)) {
+        llvm::errs() << "Integer : " << num->getInt();
+        return;
+    }
+    if (auto *num = llvm::dyn_cast<DoubleExprAST>(litOrNum)) {
+        llvm::errs() << "Double : " << num->getDouble();
+        return;
+    }
   auto *literal = llvm::cast<LiteralExprAST>(litOrNum);
 
   // Print the dimension for this literal first
diff --git a/mlir/test/Examples/DspExample/dsp_constantInt.py b/mlir/test/Examples/DspExample/dsp_constantInt.py
new file mode 100644
index 000000000000..bb9a6e32e0ce
--- /dev/null
+++ b/mlir/test/Examples/DspExample/dsp_constantInt.py
@@ -0,0 +1,11 @@
+def main() {
+      var a = 5;
+            var b = 0.3;
+            var c = 6.3;
+            var d = 4;
+            print(a);
+            print(b);
+            print(c);
+      print(d);
+
+}
diff --git a/mlir/test/Examples/DspExample/dsp_gain_op.py b/mlir/test/Examples/DspExample/dsp_gain_op.py
index 5e50f6867284..8a8437b85cdf 100644
--- a/mlir/test/Examples/DspExample/dsp_gain_op.py
+++ b/mlir/test/Examples/DspExample/dsp_gain_op.py
@@ -12,8 +12,8 @@ def main() {
   # int a1 = [21, 11];
 
   # var a1 = [20, 40 ,60];
-  var b = 2 ; 
-  var c = 3;
+  var b = 2.0 ;
+  var c = 3.0;
 
   # var c = delay(b);
   # var d = delay(a, b);
diff --git a/mlir/test/Examples/DspExample/dsp_op_delay_simple.py b/mlir/test/Examples/DspExample/dsp_op_delay_simple.py
index 9280a9a13548..4402a08c8e94 100644
--- a/mlir/test/Examples/DspExample/dsp_op_delay_simple.py
+++ b/mlir/test/Examples/DspExample/dsp_op_delay_simple.py
@@ -9,7 +9,7 @@
 
 def main() {
   # var a = [10,20,30];
-  
+
   #size = 10
   var a = [10,20,30,40,50,60, 70, 80, 90 , 100];
 
@@ -18,14 +18,14 @@ def main() {
 
   #size=1K
   #  var a = [ 10,20,30,40,50,60,70,80,90,100,110,120,130,140,150,160,170,180,190,200,210,220,230,240,250,260,270,280,290,300,310,320,330,340,350,360,370,380,390,400,410,420,430,440,450,460,470,480,490,500,510,520,530,540,550,560,570,580,590,600,610,620,630,640,650,660,670,680,690,700,710,720,730,740,750,760,770,780,790,800,810,820,830,840,850,860,870,880,890,900,910,920,930,940,950,960,970,980,990,1000,1010,1020,1030,1040,1050,1060,1070,1080,1090,1100,1110,1120,1130,1140,1150,1160,1170,1180,1190,1200,1210,1220,1230,1240,1250,1260,1270,1280,1290,1300,1310,1320,1330,1340,1350,1360,1370,1380,1390,1400,1410,1420,1430,1440,1450,1460,1470,1480,1490,1500,1510,1520,1530,1540,1550,1560,1570,1580,1590,1600,1610,1620,1630,1640,1650,1660,1670,1680,1690,1700,1710,1720,1730,1740,1750,1760,1770,1780,1790,1800,1810,1820,1830,1840,1850,1860,1870,1880,1890,1900,1910,1920,1930,1940,1950,1960,1970,1980,1990,2000,2010,2020,2030,2040,2050,2060,2070,2080,2090,2100,2110,2120,2130,2140,2150,2160,2170,2180,2190,2200,2210,2220,2230,2240,2250,2260,2270,2280,2290,2300,2310,2320,2330,2340,2350,2360,2370,2380,2390,2400,2410,2420,2430,2440,2450,2460,2470,2480,2490,2500,2510,2520,2530,2540,2550,2560,2570,2580,2590,2600,2610,2620,2630,2640,2650,2660,2670,2680,2690,2700,2710,2720,2730,2740,2750,2760,2770,2780,2790,2800,2810,2820,2830,2840,2850,2860,2870,2880,2890,2900,2910,2920,2930,2940,2950,2960,2970,2980,2990,3000,3010,3020,3030,3040,3050,3060,3070,3080,3090,3100,3110,3120,3130,3140,3150,3160,3170,3180,3190,3200,3210,3220,3230,3240,3250,3260,3270,3280,3290,3300,3310,3320,3330,3340,3350,3360,3370,3380,3390,3400,3410,3420,3430,3440,3450,3460,3470,3480,3490,3500,3510,3520,3530,3540,3550,3560,3570,3580,3590,3600,3610,3620,3630,3640,3650,3660,3670,3680,3690,3700,3710,3720,3730,3740,3750,3760,3770,3780,3790,3800,3810,3820,3830,3840,3850,3860,3870,3880,3890,3900,3910,3920,3930,3940,3950,3960,3970,3980,3990,4000,4010,4020,4030,4040,4050,4060,4070,4080,4090,4100,4110,4120,4130,4140,4150,4160,4170,4180,4190,4200,4210,4220,4230,4240,4250,4260,4270,4280,4290,4300,4310,4320,4330,4340,4350,4360,4370,4380,4390,4400,4410,4420,4430,4440,4450,4460,4470,4480,4490,4500,4510,4520,4530,4540,4550,4560,4570,4580,4590,4600,4610,4620,4630,4640,4650,4660,4670,4680,4690,4700,4710,4720,4730,4740,4750,4760,4770,4780,4790,4800,4810,4820,4830,4840,4850,4860,4870,4880,4890,4900,4910,4920,4930,4940,4950,4960,4970,4980,4990,5000,5010,5020,5030,5040,5050,5060,5070,5080,5090,5100,5110,5120,5130,5140,5150,5160,5170,5180,5190,5200,5210,5220,5230,5240,5250,5260,5270,5280,5290,5300,5310,5320,5330,5340,5350,5360,5370,5380,5390,5400,5410,5420,5430,5440,5450,5460,5470,5480,5490,5500,5510,5520,5530,5540,5550,5560,5570,5580,5590,5600,5610,5620,5630,5640,5650,5660,5670,5680,5690,5700,5710,5720,5730,5740,5750,5760,5770,5780,5790,5800,5810,5820,5830,5840,5850,5860,5870,5880,5890,5900,5910,5920,5930,5940,5950,5960,5970,5980,5990,6000,6010,6020,6030,6040,6050,6060,6070,6080,6090,6100,6110,6120,6130,6140,6150,6160,6170,6180,6190,6200,6210,6220,6230,6240,6250,6260,6270,6280,6290,6300,6310,6320,6330,6340,6350,6360,6370,6380,6390,6400,6410,6420,6430,6440,6450,6460,6470,6480,6490,6500,6510,6520,6530,6540,6550,6560,6570,6580,6590,6600,6610,6620,6630,6640,6650,6660,6670,6680,6690,6700,6710,6720,6730,6740,6750,6760,6770,6780,6790,6800,6810,6820,6830,6840,6850,6860,6870,6880,6890,6900,6910,6920,6930,6940,6950,6960,6970,6980,6990,7000,7010,7020,7030,7040,7050,7060,7070,7080,7090,7100,7110,7120,7130,7140,7150,7160,7170,7180,7190,7200,7210,7220,7230,7240,7250,7260,7270,7280,7290,7300,7310,7320,7330,7340,7350,7360,7370,7380,7390,7400,7410,7420,7430,7440,7450,7460,7470,7480,7490,7500,7510,7520,7530,7540,7550,7560,7570,7580,7590,7600,7610,7620,7630,7640,7650,7660,7670,7680,7690,7700,7710,7720,7730,7740,7750,7760,7770,7780,7790,7800,7810,7820,7830,7840,7850,7860,7870,7880,7890,7900,7910,7920,7930,7940,7950,7960,7970,7980,7990,8000,8010,8020,8030,8040,8050,8060,8070,8080,8090,8100,8110,8120,8130,8140,8150,8160,8170,8180,8190,8200,8210,8220,8230,8240,8250,8260,8270,8280,8290,8300,8310,8320,8330,8340,8350,8360,8370,8380,8390,8400,8410,8420,8430,8440,8450,8460,8470,8480,8490,8500,8510,8520,8530,8540,8550,8560,8570,8580,8590,8600,8610,8620,8630,8640,8650,8660,8670,8680,8690,8700,8710,8720,8730,8740,8750,8760,8770,8780,8790,8800,8810,8820,8830,8840,8850,8860,8870,8880,8890,8900,8910,8920,8930,8940,8950,8960,8970,8980,8990,9000,9010,9020,9030,9040,9050,9060,9070,9080,9090,9100,9110,9120,9130,9140,9150,9160,9170,9180,9190,9200,9210,9220,9230,9240,9250,9260,9270,9280,9290,9300,9310,9320,9330,9340,9350,9360,9370,9380,9390,9400,9410,9420,9430,9440,9450,9460,9470,9480,9490,9500,9510,9520,9530,9540,9550,9560,9570,9580,9590,9600,9610,9620,9630,9640,9650,9660,9670,9680,9690,9700,9710,9720,9730,9740,9750,9760,9770,9780,9790,9800,9810,9820,9830,9840,9850,9860,9870,9880,9890,9900,9910,9920,9930,9940,9950,9960,9970,9980,9990,10000];
-  
+
   #10K Size
   # var a = [ 10,20,30,40,50,60,70,80,90,100,110,120,130,140,150,160,170,180,190,200,210,220,230,240,250,260,270,280,290,300,310,320,330,340,350,360,370,380,390,400,410,420,430,440,450,460,470,480,490,500,510,520,530,540,550,560,570,580,590,600,610,620,630,640,650,660,670,680,690,700,710,720,730,740,750,760,770,780,790,800,810,820,830,840,850,860,870,880,890,900,910,920,930,940,950,960,970,980,990,1000,1010,1020,1030,1040,1050,1060,1070,1080,1090,1100,1110,1120,1130,1140,1150,1160,1170,1180,1190,1200,1210,1220,1230,1240,1250,1260,1270,1280,1290,1300,1310,1320,1330,1340,1350,1360,1370,1380,1390,1400,1410,1420,1430,1440,1450,1460,1470,1480,1490,1500,1510,1520,1530,1540,1550,1560,1570,1580,1590,1600,1610,1620,1630,1640,1650,1660,1670,1680,1690,1700,1710,1720,1730,1740,1750,1760,1770,1780,1790,1800,1810,1820,1830,1840,1850,1860,1870,1880,1890,1900,1910,1920,1930,1940,1950,1960,1970,1980,1990,2000,2010,2020,2030,2040,2050,2060,2070,2080,2090,2100,2110,2120,2130,2140,2150,2160,2170,2180,2190,2200,2210,2220,2230,2240,2250,2260,2270,2280,2290,2300,2310,2320,2330,2340,2350,2360,2370,2380,2390,2400,2410,2420,2430,2440,2450,2460,2470,2480,2490,2500,2510,2520,2530,2540,2550,2560,2570,2580,2590,2600,2610,2620,2630,2640,2650,2660,2670,2680,2690,2700,2710,2720,2730,2740,2750,2760,2770,2780,2790,2800,2810,2820,2830,2840,2850,2860,2870,2880,2890,2900,2910,2920,2930,2940,2950,2960,2970,2980,2990,3000,3010,3020,3030,3040,3050,3060,3070,3080,3090,3100,3110,3120,3130,3140,3150,3160,3170,3180,3190,3200,3210,3220,3230,3240,3250,3260,3270,3280,3290,3300,3310,3320,3330,3340,3350,3360,3370,3380,3390,3400,3410,3420,3430,3440,3450,3460,3470,3480,3490,3500,3510,3520,3530,3540,3550,3560,3570,3580,3590,3600,3610,3620,3630,3640,3650,3660,3670,3680,3690,3700,3710,3720,3730,3740,3750,3760,3770,3780,3790,3800,3810,3820,3830,3840,3850,3860,3870,3880,3890,3900,3910,3920,3930,3940,3950,3960,3970,3980,3990,4000,4010,4020,4030,4040,4050,4060,4070,4080,4090,4100,4110,4120,4130,4140,4150,4160,4170,4180,4190,4200,4210,4220,4230,4240,4250,4260,4270,4280,4290,4300,4310,4320,4330,4340,4350,4360,4370,4380,4390,4400,4410,4420,4430,4440,4450,4460,4470,4480,4490,4500,4510,4520,4530,4540,4550,4560,4570,4580,4590,4600,4610,4620,4630,4640,4650,4660,4670,4680,4690,4700,4710,4720,4730,4740,4750,4760,4770,4780,4790,4800,4810,4820,4830,4840,4850,4860,4870,4880,4890,4900,4910,4920,4930,4940,4950,4960,4970,4980,4990,5000,5010,5020,5030,5040,5050,5060,5070,5080,5090,5100,5110,5120,5130,5140,5150,5160,5170,5180,5190,5200,5210,5220,5230,5240,5250,5260,5270,5280,5290,5300,5310,5320,5330,5340,5350,5360,5370,5380,5390,5400,5410,5420,5430,5440,5450,5460,5470,5480,5490,5500,5510,5520,5530,5540,5550,5560,5570,5580,5590,5600,5610,5620,5630,5640,5650,5660,5670,5680,5690,5700,5710,5720,5730,5740,5750,5760,5770,5780,5790,5800,5810,5820,5830,5840,5850,5860,5870,5880,5890,5900,5910,5920,5930,5940,5950,5960,5970,5980,5990,6000,6010,6020,6030,6040,6050,6060,6070,6080,6090,6100,6110,6120,6130,6140,6150,6160,6170,6180,6190,6200,6210,6220,6230,6240,6250,6260,6270,6280,6290,6300,6310,6320,6330,6340,6350,6360,6370,6380,6390,6400,6410,6420,6430,6440,6450,6460,6470,6480,6490,6500,6510,6520,6530,6540,6550,6560,6570,6580,6590,6600,6610,6620,6630,6640,6650,6660,6670,6680,6690,6700,6710,6720,6730,6740,6750,6760,6770,6780,6790,6800,6810,6820,6830,6840,6850,6860,6870,6880,6890,6900,6910,6920,6930,6940,6950,6960,6970,6980,6990,7000,7010,7020,7030,7040,7050,7060,7070,7080,7090,7100,7110,7120,7130,7140,7150,7160,7170,7180,7190,7200,7210,7220,7230,7240,7250,7260,7270,7280,7290,7300,7310,7320,7330,7340,7350,7360,7370,7380,7390,7400,7410,7420,7430,7440,7450,7460,7470,7480,7490,7500,7510,7520,7530,7540,7550,7560,7570,7580,7590,7600,7610,7620,7630,7640,7650,7660,7670,7680,7690,7700,7710,7720,7730,7740,7750,7760,7770,7780,7790,7800,7810,7820,7830,7840,7850,7860,7870,7880,7890,7900,7910,7920,7930,7940,7950,7960,7970,7980,7990,8000,8010,8020,8030,8040,8050,8060,8070,8080,8090,8100,8110,8120,8130,8140,8150,8160,8170,8180,8190,8200,8210,8220,8230,8240,8250,8260,8270,8280,8290,8300,8310,8320,8330,8340,8350,8360,8370,8380,8390,8400,8410,8420,8430,8440,8450,8460,8470,8480,8490,8500,8510,8520,8530,8540,8550,8560,8570,8580,8590,8600,8610,8620,8630,8640,8650,8660,8670,8680,8690,8700,8710,8720,8730,8740,8750,8760,8770,8780,8790,8800,8810,8820,8830,8840,8850,8860,8870,8880,8890,8900,8910,8920,8930,8940,8950,8960,8970,8980,8990,9000,9010,9020,9030,9040,9050,9060,9070,9080,9090,9100,9110,9120,9130,9140,9150,9160,9170,9180,9190,9200,9210,9220,9230,9240,9250,9260,9270,9280,9290,9300,9310,9320,9330,9340,9350,9360,9370,9380,9390,9400,9410,9420,9430,9440,9450,9460,9470,9480,9490,9500,9510,9520,9530,9540,9550,9560,9570,9580,9590,9600,9610,9620,9630,9640,9650,9660,9670,9680,9690,9700,9710,9720,9730,9740,9750,9760,9770,9780,9790,9800,9810,9820,9830,9840,9850,9860,9870,9880,9890,9900,9910,9920,9930,9940,9950,9960,9970,9980,9990,10000,10010,10020,10030,10040,10050,10060,10070,10080,10090,10100,10110,10120,10130,10140,10150,10160,10170,10180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];
 
   #20K Size
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];
-  var b = 2;
-  var d = 4;
+  var b = 2.0;
+  var d = 4.0;
 
   var c = delay(a, b);
   var e = delay(c, d);
diff --git a/mlir/test/Examples/DspExample/dsp_sub_op.py b/mlir/test/Examples/DspExample/dsp_sub_op.py
index da634fde628f..65544e2133b8 100644
--- a/mlir/test/Examples/DspExample/dsp_sub_op.py
+++ b/mlir/test/Examples/DspExample/dsp_sub_op.py
@@ -8,7 +8,7 @@ def main() {
 
   # var a = [[[10,20],[30,40]] , [[10,20],[30,40]]];
   # var b = [[[40,50],[60,70]] , [[0,0],[10,20]]];
-  var a = [[[10,20],[30,0]] ];
+  var a = [[[10.0,20.0],[30.0,0]] ];
   var b = [[[40,50],[60,70]] ];
   var c = sub(a, b);
   print(c);