//  Proto debug string:
//    type: 	 TUPLE
//    tuple_shardings {
//      type: MAXIMAL
//      tile_assignment_dimensions: 1
//      tile_assignment_devices: 0
//    }
//    tuple_shardings {
//      type: MAXIMAL
//      tile_assignment_dimensions: 1
//      tile_assignment_devices: 1
//    }

    if (sharding.type() == xla::OpSharding::MAXIMAL &&
        ((sharding.tile_assignment_devices(0) >= num_cores_per_replica) ||
         (sharding.tile_assignment_devices(0) < 0)))
      return cluster_func.emitError(llvm::formatv(
          "incorrect sharding format for outputs. Maximal "
          "sharding should be assigned to device id in range "

    const auto sharding = GetShardingFromVariant(sharding_or_op);
    return sharding && sharding->type() == xla::OpSharding::MAXIMAL;
  };

  // XLA SPMD only supports cases where all inputs/outputs exist on every
  // partition (sharded or replicated). If any of the inputs/outputs have
  // maximal sharding, then fallback to MPMD. Also fall back if any of the
  // shardings aren't compatible with the rank of their tensor.

//       dim {
//         size: 8
//       }
// .   }
//     kind: PARAMETER
//     sharding {
//       type: MAXIMAL
//       tile_assignment_dimensions: 1
//       tile_assignment_devices: 0
//     }
//   }
//   retvals {
//     sharding {
//       type: MAXIMAL
//       tile_assignment_dimensions: 1
//       tile_assignment_devices: 0
//     }
//   }
//   num_replicas: 1

	// +optional
	Related *corev1.ObjectReference `json:"related,omitempty" protobuf:"bytes,9,opt,name=related"`

	// note is a human-readable description of the status of this operation.
	// Maximal length of the note is 1kB, but libraries should be prepared to
	// handle values up to 64kB.
	// +optional
	Note string `json:"note,omitempty" protobuf:"bytes,10,opt,name=note"`

	}

	// BoringSSL uses sentinel salt length values like we do, but the values don't
	// fully match what we use. We both use -1 for salt length equal to hash length,
	// but BoringSSL uses -2 to mean maximal size where we use 0. In the latter
	// case convert to the BoringSSL version.
	if saltLen == 0 {
		saltLen = -2
	}

	var out []byte
	var outLen C.size_t
	if priv.withKey(func(key *C.GO_RSA) C.int {

  // a creation or deletion of related object.
  // +optional
  optional k8s.io.api.core.v1.ObjectReference related = 9;

  // note is a human-readable description of the status of this operation.
  // Maximal length of the note is 1kB, but libraries should be prepared to
  // handle values up to 64kB.
  // +optional
  optional string note = 10;

  // a creation or deletion of related object.
  // +optional
  optional .k8s.io.api.core.v1.ObjectReference related = 9;

  // note is a human-readable description of the status of this operation.
  // Maximal length of the note is 1kB, but libraries should be prepared to
  // handle values up to 64kB.
  // +optional
  optional string note = 10;

  // a creation or deletion of related object.
  // +optional
  optional k8s.io.api.core.v1.ObjectReference related = 9;

  // note is a human-readable description of the status of this operation.
  // Maximal length of the note is 1kB, but libraries should be prepared to
  // handle values up to 64kB.
  // +optional
  optional string note = 10;

  // a creation or deletion of related object.
  // +optional
  optional .k8s.io.api.core.v1.ObjectReference related = 9;

  // note is a human-readable description of the status of this operation.
  // Maximal length of the note is 1kB, but libraries should be prepared to
  // handle values up to 64kB.
  // +optional
  optional string note = 10;