rewriter.getIntegerType(64)),
      padding_nums);
  return padding_attr;
}

template <typename UniformQuantizedConvolutionOp>
FailureOr<SmallVector<NamedAttribute>> ConvertToMhloConvolutionOpAttrs(
    UniformQuantizedConvolutionOp op, PatternRewriter &rewriter) {
  // TODO(b/261005147): Update the lowering logic after migration to mhlo
  // ConvolutionDimensionNumbers.