Previous versions copied data between stages even on the same machine. 1.11 introduces a memory‑aware channel that passes objects by reference when safe. For large DataFrames or image batches, memory usage dropped by in our tests.
However, for 95% of single-phase liquid and gas networks, none of these are dealbreakers. pipenet 1.11