[reg] lade gemma3-1b-it (patch_sha=b042ef3127950a71)
[transformers] `torch_dtype` is deprecated! Use `dtype` instead!

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Loading weights:  74%|███████▍  | 252/340 [00:00<00:00, 1310.26it/s]
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[em5] BASELINE: unpatched (kein PX, kein recur)
[reg] BASELINE/px_phaseX len=479
[reg] BASELINE/regung len=464
[reg] BASELINE/bewegung len=488
[runner] persistent manifold loaded for google/gemma-3-1b-it — skipping synthetic warmup
[em5] lean + reduction + warmup (recur ON, kausaler Kern)
[reg] RECUR_OFF/px_phaseX len=551 loops=0 pathlen=0
[reg] RECUR_OFF/regung len=496 loops=0 pathlen=0
[reg] RECUR_OFF/bewegung len=454 loops=0 pathlen=0
[reg] flat_L4/px_phaseX len=546 loops=1 pathlen=2
[reg] flat_L4/regung len=545 loops=1 pathlen=2
[reg] flat_L4/bewegung len=494 loops=1 pathlen=2
[reg] dose16/px_phaseX len=530 loops=16 pathlen=16
[reg] dose16/regung len=530 loops=16 pathlen=16
[reg] dose16/bewegung len=524 loops=16 pathlen=16
[reg] recur_zone/px_phaseX len=497 loops=10 pathlen=11
[reg] recur_zone/regung len=517 loops=10 pathlen=11
[reg] recur_zone/bewegung len=542 loops=10 pathlen=11
[reg] recur_zone_grind/px_phaseX len=521 loops=12 pathlen=12
[reg] recur_zone_grind/regung len=500 loops=12 pathlen=12
[reg] recur_zone_grind/bewegung len=510 loops=12 pathlen=12
[reg] golden patch_sha=2a1420ae41cb2dcc  aktuell patch_sha=b042ef3127950a71
[reg] HINWEIS: patch.py geändert (2a1420ae41cb2dcc -> b042ef3127950a71), aber Verhalten identisch — Refactor ist verhaltenstreu. ✓
[AutoCalibrator] Loaded manifold for google/gemma-3-1b-it (T=0.60)
[gemma3-px] Patched 26 attention modules with lossless mem-efficient attention.
[gemma3-px] ACTIVE_MANIFOLD_LEAN (kausaler Kern). SR-59 for L26 (HS=1152).

=== REGRESSION: 18/18 Zellen OK ===
ALLE STRENGEN REGRESSIONEN BESTANDEN (Text/loops/path/zone exakt, phi/ent innerhalb Toleranz).