def _resolve_signature(self):
        matches = []
        # Resolve scalar args exact match first
        if self.scalarpos:
            # Try resolve scalar arguments
            for formaltys in self.typemap:
                match_map = []
                for i, (formal, actual) in enumerate(zip(formaltys,
                                                         self.argtypes)):
                    if actual is None:
                        actual = np.asarray(self.args[i]).dtype

                    match_map.append(actual == formal)

                if all(match_map):
                    matches.append(formaltys)

        # No matching with exact match; try coercing the scalar arguments
        if not matches:
            matches = []
            for formaltys in self.typemap:
                all_matches = all(actual is None or formal == actual
                                  for formal, actual in
                                  zip(formaltys, self.argtypes))
                if all_matches:
                    matches.append(formaltys)

        if not matches:
            raise TypeError("No matching version.  GPU ufunc requires array "
                            "arguments to have the exact types.  This behaves "
                            "like regular ufunc with casting='no'.")

        if len(matches) > 1:
            raise TypeError("Failed to resolve ufunc due to ambiguous "
                            "signature. Too many untyped scalars. "
                            "Use numpy dtype object to type tag.")

        # Try scalar arguments
        self.argtypes = matches[0]
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