} else {
      return tensorflow::Status(absl::StatusCode::kInvalidArgument,
                                "Unsupported type");
    }
  } else if (auto itype = mlir::dyn_cast<mlir::IntegerType>(element_type)) {
    if (element_type.isSignedInteger()) {
      switch (itype.getWidth()) {
        case 8:
          return DenseElementsAttr::get<int8_t>(shaped_type,

string AttrView::DefaultValue() const {
  const AttrValue &attr_value = attr_.default_value();
  switch (attr_value.value_case()) {
    case AttrValue::VALUE_NOT_SET:
      return "";
    case AttrValue::kType:
      return DataType_Name(attr_value.type());
    case AttrValue::kS:
      return "\"" + attr_value.s() + "\"";
    case AttrValue::kI:
      return std::to_string(attr_value.i());
    case AttrValue::kF:

func::FuncOp BuildGELUDecomposition(RankedTensorType type,
                                    PatternRewriter& rewriter,
                                    Block* insertion_point) {
  rewriter.setInsertionPointToStart(insertion_point);

  auto ftype = FunctionType::get(rewriter.getContext(), {type}, {type});
  auto name = rewriter.getStringAttr("gelu_decomp");

tflite::TensorType ConvertTypeToTensorType(mlir::Type type) {
  if (type.isF16()) {
    return tflite::TensorType_FLOAT16;
  } else if (type.isBF16()) {
    return tflite::TensorType_BFLOAT16;
  } else if (type.isF32()) {
    return tflite::TensorType_FLOAT32;
  } else if (type.isF64()) {
    return tflite::TensorType_FLOAT64;
  } else if (mlir::isa<mlir::TF::StringType>(type)) {
    return tflite::TensorType_STRING;

  return success();
}

static LogicalResult FoldDivOp(stablehlo::DivOp op, PatternRewriter& rewriter) {
  auto etype = op.getType().getElementType();
  if (etype.isa<FloatType>()) {
    return FoldDivOpInternal<APFloat>(op, rewriter);
  }
  if (etype.isa<IntegerType>()) {
    return FoldDivOpInternal<APInt>(op, rewriter);
  }
  return failure();
}
}  // namespace

          auto attr_key = attr.first;
          auto attr_value = attr.second;
          if (attr_key == attrKey &&
              attr_value.value_case() == AttrValue::kType &&
              attr_value.type() == DT_RESOURCE) {
            return true;
            break;
          }
        }
      }
    }
  }
  return false;
}

bool IsNonReplicatedGraph(const Graph& graph,