lesson 3 of 5 · experiment tracker litelesson 3 of 5 · experiment tracker litelesson 3 of 5 · experiment tracker litelesson 3 of 5 · experiment tracker litelesson 3 of 5 · experiment tracker litelesson 3 of 5 · experiment tracker litelesson 3 of 5 · experiment tracker litelesson 3 of 5 · experiment tracker litelesson 3 of 5 · experiment tracker litelesson 3 of 5 · experiment tracker litelesson 3 of 5 · experiment tracker lite
Checkpoint
One last thing before we move on. pass this to mark the lesson done, or skip and keep moving. hop to the next when you're ready.
Apply the seed-noise yardstick. Three logged runs share one config and differ only in seed; a candidate with a new lr scores 0.89. Compute the noise band (max - min of the three seed accs) and the candidate's gain over the BEST seed run, then print: f"seed-noise band: {lo} - {hi} (width {noise:.2f})", f"candidate gain over best: {gain:+.2f}", and "improvement proven:" with gain > noise. Chapter 38's sampling lesson, wired into the tracker.