// with appropriate shape to match with the shape of XlaDotV2 result.
// We didn't apply XlaEinsum or XlaDotV2 for this work, since it would loose
// the chance for constant folding later. We could try to add some
// postprocessing passes later to further optimize the graph after constant
// folding.
Value CreateZeroPointPartialOffsetXlaDotV2(
    OpBuilder &builder, Location loc, Value tensor,

    if (stateless && stateless.getValue())
      *node_def->mutable_op() = "Stateless" + node_def->op();
  }

  // Add inputs to the NodeDef based on the number of operands. This is required
  // as later when edges are added to the Node using Graph::AddEdge the
  // associated NodeDef is not updated.
  for (int i = 0, e = inst->getNumOperands(); i < e; ++i) {
    node_def->add_input();
  }

    // because a race condition can happen between this and another thread that
    // turns off some variable's `copy_on_read_mode` after this thread enables
    // sparse access; when a later function sees `copy_on_read_mode` is off, it
    // will try to lock the variable again for updating `copy_on_read_mode` and
    // cause the deadlock, since the variable mutex is non-re-entrant.
    for (auto* var : vars) {