{
  "id": "decay-calibration",
  "seed": 31,
  "dtype": "float64",
  "device": "CPU",
  "threads": 1,
  "packages": {
    "torch": "2.14.1+cu130",
    "omnibias-torch": "0.5.0rc1"
  },
  "seconds": 0.8842950100079179,
  "steps": 12,
  "metrics": {
    "heldout_rmse": 0.0,
    "max_parameter_error": 0.0
  },
  "recovered_parameters": [
    2.0,
    0.7,
    0.2
  ],
  "x": [
    0.0,
    0.0847457627118644,
    0.1694915254237288,
    0.2542372881355932,
    0.3389830508474576,
    0.423728813559322,
    0.5084745762711864,
    0.5932203389830508,
    0.6779661016949152,
    0.7627118644067796,
    0.847457627118644,
    0.9322033898305084,
    1.0169491525423728,
    1.1016949152542372,
    1.1864406779661016,
    1.271186440677966,
    1.3559322033898304,
    1.4406779661016949,
    1.5254237288135593,
    1.6101694915254237,
    1.694915254237288,
    1.7796610169491525,
    1.8644067796610169,
    1.9491525423728813,
    2.0338983050847457,
    2.11864406779661,
    2.2033898305084745,
    2.288135593220339,
    2.3728813559322033,
    2.4576271186440675,
    2.5423728813559325,
    2.6271186440677967,
    2.711864406779661,
    2.7966101694915255,
    2.88135593220339,
    2.9661016949152543,
    3.0508474576271185,
    3.135593220338983,
    3.2203389830508478,
    3.305084745762712,
    3.389830508474576,
    3.4745762711864407,
    3.5593220338983054,
    3.6440677966101696,
    3.7288135593220337,
    3.8135593220338984,
    3.898305084745763,
    3.983050847457627,
    4.067796610169491,
    4.152542372881356,
    4.237288135593221,
    4.322033898305085,
    4.406779661016949,
    4.491525423728813,
    4.576271186440678,
    4.661016949152542,
    4.745762711864407,
    4.830508474576272,
    4.915254237288136,
    5.0
  ],
  "reference": [
    2.2,
    2.084806468996235,
    1.9762477127850275,
    1.873941589798493,
    1.7775279685870207,
    1.686667460107653,
    1.6010402230285532,
    1.5203448378440723,
    1.4442972458371461,
    1.3726297491540258,
    1.30509006847147,
    1.2414404549392595,
    1.1814568532719492,
    1.1249281130438291,
    1.0716552454107449,
    1.0214507226423364,
    0.9741378179989537,
    0.9295499836295289,
    0.8875302643005167,
    0.8479307448921525,
    0.8106120297171391,
    0.7754427518288927,
    0.7422991105920458,
    0.7110644358873963,
    0.681628777417238,
    0.653888517665379,
    0.6277460071494091,
    0.6031092206812579,
    0.579891433426033,
    0.5580109156188198,
    0.5373906448648083,
    0.5179580350100009,
    0.4996446806280906,
    0.48238611622406796,
    0.46612158930692293,
    0.45079384653262383,
    0.43634893216456927,
    0.42273599814206614,
    0.4099071250882498,
    0.3978171536273675,
    0.3864235254176422,
    0.375686133340128,
    0.36556718031620417,
    0.3560310462567239,
    0.347044162674462,
    0.3385748945184803,
    0.3305934288144513,
    0.3230716697189386,
    0.31598313961821173,
    0.3093028859234494,
    0.30300739323423753,
    0.2970745005611649,
    0.29148332331613114,
    0.2862141797957591,
    0.2812485218991256,
    0.2765688698359271,
    0.272158750595243,
    0.2680026399582999,
    0.2640859078511128,
    0.260394766844637
  ],
  "initial": [
    1.3,
    1.2502147630733524,
    1.2024950009932405,
    1.156755021964163,
    1.1129126893459043,
    1.0708892741583262,
    1.0306093137053987,
    0.9920004760645917,
    0.9549934301982933,
    0.9195217214540025,
    0.8855216522297344,
    0.8529321675903437,
    0.8216947456293607,
    0.7917532923794653,
    0.7630540410828819,
    0.7355454556408133,
    0.7091781380685366,
    0.6839047397899731,
    0.659679876612443,
    0.6364600472289201,
    0.6142035551014432,
    0.5928704335854018,
    0.5724223741602446,
    0.5528226576377302,
    0.5340360882241898,
    0.5160289303183927,
    0.4987688479315252,
    0.48222484662049403,
    0.46636721783028345,
    0.45116748554541897,
    0.43659835515474077,
    0.4226336644376586,
    0.4092483365838743,
    0.3964183351622077,
    0.38412062095766353,
    0.37233311059922736,
    0.36103463690409954,
    0.3502049108671561,
    0.3398244852273794,
    0.3298747195458325,
    0.3203377467324692,
    0.3111964409616695,
    0.3024343869188849,
    0.2940358503231705,
    0.2859857496726684,
    0.27826962916230674,
    0.27087363272508086,
    0.2637844791503016,
    0.25698943823413056,
    0.2504763079195742,
    0.24423339238488828,
    0.2382494810410418,
    0.2325138284005299,
    0.22701613478138197,
    0.2217465278117169,
    0.21669554470163105,
    0.2118541152505853,
    0.20721354555977617,
    0.20276550242024338,
    0.19850199834867854
  ],
  "prediction": [
    2.2,
    2.084806468996235,
    1.9762477127850275,
    1.873941589798493,
    1.7775279685870207,
    1.686667460107653,
    1.6010402230285532,
    1.5203448378440723,
    1.4442972458371461,
    1.3726297491540258,
    1.30509006847147,
    1.2414404549392595,
    1.1814568532719492,
    1.1249281130438291,
    1.0716552454107449,
    1.0214507226423364,
    0.9741378179989537,
    0.9295499836295289,
    0.8875302643005167,
    0.8479307448921525,
    0.8106120297171391,
    0.7754427518288927,
    0.7422991105920458,
    0.7110644358873963,
    0.681628777417238,
    0.653888517665379,
    0.6277460071494091,
    0.6031092206812579,
    0.579891433426033,
    0.5580109156188198,
    0.5373906448648083,
    0.5179580350100009,
    0.4996446806280906,
    0.48238611622406796,
    0.46612158930692293,
    0.45079384653262383,
    0.43634893216456927,
    0.42273599814206614,
    0.4099071250882498,
    0.3978171536273675,
    0.3864235254176422,
    0.375686133340128,
    0.36556718031620417,
    0.3560310462567239,
    0.347044162674462,
    0.3385748945184803,
    0.3305934288144513,
    0.3230716697189386,
    0.31598313961821173,
    0.3093028859234494,
    0.30300739323423753,
    0.2970745005611649,
    0.29148332331613114,
    0.2862141797957591,
    0.2812485218991256,
    0.2765688698359271,
    0.272158750595243,
    0.2680026399582999,
    0.2640859078511128,
    0.260394766844637
  ],
  "loss": [
    0.09708842464622155,
    0.005907344986980289,
    0.0001504927530324309,
    4.137804347554335e-07,
    4.766794575771639e-16,
    4.564365145849458e-25,
    1.232595164407831e-32,
    2.465190328815662e-33,
    0.0,
    0.0,
    0.0,
    0.0,
    0.0
  ],
  "source_sha256": "99ae3ad446cf093b0f0e17f12385f048f37034b3a4a40624ce61f3c4468aa4bd",
  "verified_at": "2026-10-04T21:33:23.804271+00:00",
  "source_revision": "9a2d73df0573bc3a907351022669684fa3d41ddc"
}
