OpBuilder *builder) {
  auto shape_tensor = builder->create<mhlo::ConstantOp>(
      loc, GetI64ElementsAttr({num_elements}, builder));

  auto lower = builder->create<mhlo::ConstantOp>(
      loc, builder->getI32IntegerAttr(lower_limit));
  auto upper = builder->create<mhlo::ConstantOp>(
      loc, builder->getI32IntegerAttr(upper_limit));

#include "tensorflow/compiler/mlir/tensorflow/ir/tf_ops.h"

namespace tflite {
namespace {

bool IsConst(mlir::Operation* op) {
  return llvm::isa<mlir::arith::ConstantOp, mlir::TF::ConstOp,
                   mlir::TFL::ConstOp, mlir::TFL::QConstOp>(op);
}

bool IsOpSupported(mlir::Operation* op, const std::string& hardware) {

      tensorflow::GetTypeFromTFTensorShape(shape, rewriter->getIntegerType(32));
  DenseElementsAttr attr =
      DenseElementsAttr::get(type, rewriter->getI32IntegerAttr(val));
  return rewriter->create<arith::ConstantOp>(loc, type, attr);
}

Value CreateI64SplatConst(Location loc, PatternRewriter *rewriter,
                          ArrayRef<int64_t> shape, int64_t val) {
  RankedTensorType type =

}

static bool IsConst(Operation* op) {
  return isa<mlir::func::ConstantOp, mlir::arith::ConstantOp, mlir::TF::ConstOp,
             tfl::ConstOp, tfl::QConstOp, tfl::SparseConstOp,
             tfl::SparseQConstOp, mlir::TFL::NoValueOp,
             mlir::stablehlo::ConstantOp, mlir::vhlo::ConstantOpV1>(op);
}

static bool IsTFResourceOp(Operation* op) {