(TFL_DequantizeOp
              (TFL_QuantizeOp (TF_ReshapeOp $input, $shape),
              (UpdateShapeWithAxis<3> $qtype, $old_value))),
  [(UsedBy<"DepthwiseConv2D"> $old_value),
   (CanUpdateShapeWithAxis<3> $qtype, $old_value)],
  [], (addBenefit 10)>;

// The axis is set to 3, because this transpose is from the legalization of

    // Disable quantization for the DepthwiseConv since it has no benefits in
    // the XLA opset.
    if (function_name.contains("depthwise_conv2d")) {
      return absl::InternalError(
          "DepthwiseConv2D doesn't get any benefit of quantization in XLA.");
    } else if (function_name.contains("conv2d")) {
      // For Conv2D, the channel dimension must be static to calculate the
      // feature group count.