name: schedopt_design
investigation: schedopt-v1
intent: "\\begin{intent}[A non-adaptive map of the schedule family]\n\\label{schedopt-design-intent}\n\
  \\begin{llm}[claude-fable-5]\nPhase 1 of the schedopt campaign: a non-adaptive scrambled-Sobol design\
  \ of 24 points over the three-parameter \\@{schedule} family (a0, a1 in [0,5]; gamma in [0.25,4] log-scaled),\
  \ plus the frozen fixed-\\@[\u03B1]{alpha} control, all scored on the frozen objective (m\\_star=92.5,\
  \ k=400). This is the unbiased response surface Phase 2's optimizer will start from; no point here is\
  \ chosen by any result.\n\\end{llm}\n\\end{intent}\n"
hypothesis: '\begin{hypothesis}[Descent and a high start dominate]

  \label{schedopt-design-hypothesis}

  \begin{llm}[claude-fable-5]

  Descending high-start \@[schedules]{schedule} dominate; a0 is the strongest marginal; points near the
  constant diagonal a0=a1 rarely cross. Search-phase s-hat values are never reported as results.

  \end{llm}

  \end{hypothesis}

  '
seed: 1000
base_args:
- curriculum
- --with-replacement
- --dataset-sentence-count
- '48000'
- --eval-ref-alphas
- '1.4'
- --num-pairs
- '1000'
- --n-iterations
- '25'
- --no-dataset-cache
- --no-waypoint-checkpoints
- --no-plot
runs:
- label: p00
  args:
  - --schedule
  - 3.2472:25,3.1691:25,3.1198:25,3.0817:25,3.0498:25,3.0221:25,2.9973:25,2.9748:25,2.954:25,2.9347:25,2.9166:25,2.8996:25,2.8834:25,2.868:25,2.8533:25,2.8393:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p01
  args:
  - --schedule
  - 0.1917:25,0.2406:25,0.3064:25,0.3844:25,0.4723:25,0.5689:25,0.673:25,0.7841:25,0.9016:25,1.0249:25,1.1538:25,1.2879:25,1.4269:25,1.5706:25,1.7189:25,1.8715:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p02
  args:
  - --schedule
  - 2.133:25,2.2502:25,2.367:25,2.4835:25,2.5999:25,2.7162:25,2.8324:25,2.9484:25,3.0644:25,3.1804:25,3.2963:25,3.4121:25,3.5278:25,3.6436:25,3.7593:25,3.8749:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p03
  args:
  - --schedule
  - 4.0412:25,4.0407:25,4.038:25,4.0303:25,4.0138:25,3.9841:25,3.9357:25,3.8628:25,3.7588:25,3.6164:25,3.4279:25,3.1848:25,2.8782:25,2.4986:25,2.0361:25,1.48:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p04
  args:
  - --schedule
  - 4.7706:25,4.7737:25,4.7773:25,4.7814:25,4.7857:25,4.7903:25,4.7951:25,4.8001:25,4.8052:25,4.8105:25,4.8159:25,4.8214:25,4.8271:25,4.8329:25,4.8387:25,4.8447:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p05
  args:
  - --schedule
  - 1.1174:25,0.9279:25,0.8151:25,0.7304:25,0.661:25,0.6016:25,0.5493:25,0.5022:25,0.4592:25,0.4196:25,0.3828:25,0.3483:25,0.3158:25,0.2851:25,0.2559:25,0.2281:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p06
  args:
  - --schedule
  - 1.0163:25,1.0253:25,1.0467:25,1.0825:25,1.1341:25,1.2026:25,1.289:25,1.394:25,1.5186:25,1.6632:25,1.8286:25,2.0154:25,2.224:25,2.4549:25,2.7087:25,2.9858:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p07
  args:
  - --schedule
  - 2.7685:25,2.607:25,2.4896:25,2.3913:25,2.3045:25,2.2257:25,2.1528:25,2.0846:25,2.0202:25,1.959:25,1.9005:25,1.8443:25,1.7902:25,1.7379:25,1.6872:25,1.6381:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p08
  args:
  - --schedule
  - 2.5183:25,2.5208:25,2.5288:25,2.5449:25,2.5714:25,2.6106:25,2.6645:25,2.7349:25,2.824:25,2.9333:25,3.0648:25,3.2201:25,3.4009:25,3.6089:25,3.8457:25,4.1128:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p09
  args:
  - --schedule
  - 0.7152:25,0.7249:25,0.7324:25,0.739:25,0.745:25,0.7506:25,0.7559:25,0.7609:25,0.7656:25,0.7702:25,0.7746:25,0.7789:25,0.7831:25,0.7872:25,0.7911:25,0.795:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p10
  args:
  - --schedule
  - 1.4187:25,1.4833:25,1.5508:25,1.6201:25,1.6905:25,1.762:25,1.8342:25,1.9071:25,1.9806:25,2.0547:25,2.1292:25,2.2041:25,2.2795:25,2.3552:25,2.4313:25,2.5076:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p11
  args:
  - --schedule
  - 3.5303:25,3.2284:25,3.0561:25,2.9296:25,2.8276:25,2.7413:25,2.666:25,2.5988:25,2.538:25,2.4822:25,2.4307:25,2.3827:25,2.3377:25,2.2953:25,2.2552:25,2.2171:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p12
  args:
  - --schedule
  - 4.1934:25,4.1259:25,4.0685:25,4.0161:25,3.967:25,3.9202:25,3.8752:25,3.8317:25,3.7895:25,3.7484:25,3.7082:25,3.6689:25,3.6303:25,3.5924:25,3.5551:25,3.5183:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p13
  args:
  - --schedule
  - 2.4604:25,2.4599:25,2.4579:25,2.4528:25,2.4429:25,2.4263:25,2.4011:25,2.3652:25,2.3163:25,2.2521:25,2.1702:25,2.0681:25,1.9433:25,1.7931:25,1.6148:25,1.4058:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p14
  args:
  - --schedule
  - 1.5169:25,2.0614:25,2.4156:25,2.6947:25,2.9309:25,3.1385:25,3.3254:25,3.4964:25,3.6548:25,3.8028:25,3.9421:25,4.074:25,4.1994:25,4.3192:25,4.434:25,4.5444:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p15
  args:
  - --schedule
  - 3.6309:25,3.5934:25,3.5276:25,3.436:25,3.3205:25,3.1821:25,3.0218:25,2.8401:25,2.6377:25,2.4151:25,2.1727:25,1.9109:25,1.63:25,1.3304:25,1.0122:25,0.6758:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p16
  args:
  - --schedule
  - 3.5668:25,3.6845:25,3.7728:25,3.8482:25,3.9155:25,3.9773:25,4.0348:25,4.089:25,4.1405:25,4.1896:25,4.2368:25,4.2824:25,4.3264:25,4.369:25,4.4105:25,4.4508:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p17
  args:
  - --schedule
  - 0.4024:25,0.4025:25,0.4027:25,0.4031:25,0.4037:25,0.4045:25,0.4056:25,0.407:25,0.4086:25,0.4107:25,0.413:25,0.4158:25,0.4189:25,0.4224:25,0.4264:25,0.4308:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p18
  args:
  - --schedule
  - 2.845:25,3.0295:25,3.1367:25,3.2163:25,3.2808:25,3.3357:25,3.3838:25,3.4269:25,3.466:25,3.5019:25,3.5352:25,3.5663:25,3.5955:25,3.6231:25,3.6492:25,3.6741:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p19
  args:
  - --schedule
  - 4.0804:25,3.9594:25,3.824:25,3.6796:25,3.5286:25,3.3722:25,3.2113:25,3.0465:25,2.8782:25,2.7068:25,2.5325:25,2.3557:25,2.1764:25,1.9949:25,1.8113:25,1.6257:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p20
  args:
  - --schedule
  - 4.5614:25,4.5601:25,4.5551:25,4.5439:25,4.5237:25,4.4919:25,4.4458:25,4.3827:25,4.2999:25,4.1946:25,4.064:25,3.9054:25,3.7161:25,3.4931:25,3.2337:25,2.935:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p21
  args:
  - --schedule
  - 1.5908:25,1.6881:25,1.7669:25,1.8371:25,1.9017:25,1.9623:25,2.0199:25,2.075:25,2.128:25,2.1794:25,2.2291:25,2.2776:25,2.3249:25,2.3711:25,2.4164:25,2.4608:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p22
  args:
  - --schedule
  - 0.9069:25,0.9342:25,0.9877:25,1.067:25,1.1718:25,1.302:25,1.4574:25,1.6378:25,1.8431:25,2.0734:25,2.3284:25,2.6081:25,2.9124:25,3.2414:25,3.5948:25,3.9727:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: p23
  args:
  - --schedule
  - 2.3173:25,2.0592:25,1.8863:25,1.7478:25,1.6294:25,1.5244:25,1.4292:25,1.3415:25,1.26:25,1.1834:25,1.1111:25,1.0423:25,0.9767:25,0.9139:25,0.8534:25,0.7952:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
- label: control
  args:
  - --schedule
  - 1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25,1.6:25
  - --waypoints
  - '25'
  - '50'
  - '75'
  - '100'
  - '125'
  - '150'
  - '175'
  - '200'
  - '225'
  - '250'
  - '275'
  - '300'
  - '325'
  - '350'
  - '375'
  - '400'
compare:
  metric: unseen_mismatch
objective:
  kind: crossing
  metric: unseen_mismatch
  m_star: 92.5
  k: 400
  w_smooth: 1
  w_dwell: 2
  source: experiments/schedopt/config.json
