Per-chip autotuning is the process of software calibrating the frequencies and voltages on every individual chip on a hash board so that they produce the best possible performance. This means that the software tests the chip’s performance at different frequencies and narrows in on the optimal settings to get the most hashes from each chip per Watt of energy consumed (maximize W/TH).