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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-22 05:08:05 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-22 05:08:05 -0500 |
| commit | f5ade80071acab603bb90864bf94b6c0e091d12e (patch) | |
| tree | 92478bfae893d64d1864aee32b31e2f90f1f8b89 /RESULTS.md | |
| parent | 2f7a093deec83dc6f972d4aaff3f3d55e8327925 (diff) | |
results: close feedback-first C2 recovery
Diffstat (limited to 'RESULTS.md')
| -rw-r--r-- | RESULTS.md | 24 |
1 files changed, 24 insertions, 0 deletions
@@ -405,6 +405,30 @@ targets do not by themselves cure the coupled A/W basin.** The next bounded deve is temporal: calibrate A while W is held fixed, then open forward plasticity and maintain A with the already selected low-query simultaneous schedule. +### Feedback-first timescale development screen (task seed 0 only) + +The next frozen screen prefixed the original context-SDIL K1/e4 simultaneous joint phase with +`{0, 100, 400}` A-only layerwise K4 calibration minibatches. W, biases, and the output readout were +bitwise frozen during the prefix; its isolated RNG and restored loader state kept the subsequent +joint-phase randomness and minibatch order matched. Advancement required mean d4 validation of at +least 90%, at least 2/3 positive depth gains and lesions, a mean lesion drop of at least 2 points, +and all finite losses. + +| A-only steps | depth | validation acc (%) | depth gain | d4 lesion drop | d4 work / ordinary | +|-------------:|------:|-------------------:|-----------:|----------------:|-------------------:| +| 0 | 1 | 66.733 ± 6.147 | — | — | — | +| 0 | 4 | 78.633 ± 24.866 | +11.900 | +27.367 | 1.8x | +| 100 | 1 | 63.850 ± 1.576 | — | — | — | +| 100 | 4 | 81.867 ± 8.779 | +18.017 | +14.533 | 2.5x | +| 400 | 1 | 64.300 ± 3.695 | — | — | — | +| 400 | 4 | 82.450 ± 14.226 | +18.150 | +25.367 | 4.7x | + +Both nonzero prefixes produce positive gains and lesions in 3/3 seeds and substantially reduce the +zero-prefix variance, so timescale separation addresses part of the basin problem. Neither reaches +the frozen 90% d4 threshold; **no prefix is eligible and task seeds 6--8 remain untouched.** Final +teaching directions are often strongly aligned even in mediocre runs, pointing next to regression +gain/tracking over the moving trajectory rather than simply adding vectorizer capacity. + ## Paper-faithful non-backprop baselines `PETITE` in the initial request is treated as **PEPITA**. Implementations and hyperparameters were |
