01:38:07 === error detector, SEQ=256 vocab=8192 ===
01:40:40   lm 2000 loss=4.7330 (152s)
01:43:06   lm 4000 loss=3.6076 (298s)
01:45:26   lm 6000 loss=3.4091 (438s)
01:46:09   det 500 bce=0.4624 base=0.7838 (37s)
01:46:38   det 1000 bce=0.4412 base=0.7205 (66s)
01:47:08   det 1500 bce=0.4389 base=0.7674 (97s)
01:47:40   det 2000 bce=0.4396 base=0.7548 (128s)
01:47:51 ranking test
01:47:51   wrong fraction 0.7628 on 19760 positions
01:47:51   AUC  detector=0.8220   1-confidence=0.9620
01:47:51 decode, mask rate 0.5  (draft K=8, 4 refill rounds, frac=0.20)
01:47:51   conf      tok=0.5250 pair=0.3082
01:47:51   detector  tok=0.5230 pair=0.3061
01:47:52   random    tok=0.5201 pair=0.3065
01:47:52 decode, mask rate 0.9  (draft K=8, 4 refill rounds, frac=0.20)
01:47:52   conf      tok=0.1537 pair=0.0674
01:47:52   detector  tok=0.1543 pair=0.0666
01:47:52   random    tok=0.1522 pair=0.0666
01:47:53 published pilots/detect.json