feature_group_count;
      auto new_output_type =
          RankedTensorType::get(new_output_shape, output_type.getElementType());

      // Create a Smaller Convolution (Ensure compatibility)
      auto conv_result = rewriter.create<mhlo::ConvolutionOp>(
          conv_op.getLoc(), new_output_type, sliced_input, sliced_kernel,
          conv_op.getWindowStridesAttr(), conv_op.getPaddingAttr(),