{
  "device": "cuda",
  "math_check": {
    "Q_competing": 0.9999974612522271,
    "C_competing": 0.3336406217568552,
    "eta_ratio_competing": 0.9999976320651378,
    "Q_aligned": 0.9999956642690453,
    "C_aligned": 0.6904668767690094,
    "eta_ratio_aligned": 0.9999995250939598,
    "controller_triggered_on_competing": true
  },
  "baseline": {
    "final_acc": 0.9611110687255859,
    "final_loss": 0.10612104088068008,
    "mean_Q": -0.024430086983924078,
    "mean_C": 0.3565888456615075,
    "highQ_lowC_fraction": 0.0,
    "min_lr": 0.0018,
    "records": [
      {
        "step": 30,
        "loss": 0.31912553310394287,
        "acc": 0.8574073910713196,
        "Q": 0.04599633688374857,
        "C": 0.43146998476522186,
        "lr": 0.11967624401626495
      },
      {
        "step": 60,
        "loss": 0.2885580360889435,
        "acc": 0.8740740418434143,
        "Q": -0.026347888320736826,
        "C": 0.3449458498852917,
        "lr": 0.11870852320336792
      },
      {
        "step": 90,
        "loss": 0.16800212860107422,
        "acc": 0.9259259104728699,
        "Q": -0.016862723088169853,
        "C": 0.3807351536007876,
        "lr": 0.11710744011304357
      },
      {
        "step": 120,
        "loss": 0.14052598178386688,
        "acc": 0.9462962746620178,
        "Q": 0.012636638354746235,
        "C": 0.3333387168188253,
        "lr": 0.1148905365466777
      },
      {
        "step": 150,
        "loss": 0.15186773240566254,
        "acc": 0.949999988079071,
        "Q": 0.03673672469613217,
        "C": 0.32961451456894636,
        "lr": 0.11208210136366033
      },
      {
        "step": 180,
        "loss": 0.14439786970615387,
        "acc": 0.9481481313705444,
        "Q": -0.026702984085375005,
        "C": 0.39434946596834164,
        "lr": 0.10871290436755938
      },
      {
        "step": 210,
        "loss": 0.1202867180109024,
        "acc": 0.9537037014961243,
        "Q": -0.03338913655599397,
        "C": 0.3512915463776739,
        "lr": 0.104819859185714
      },
      {
        "step": 240,
        "loss": 0.11866141110658646,
        "acc": 0.9592592716217041,
        "Q": -0.011165483034237275,
        "C": 0.33530092626211094,
        "lr": 0.10044561883580852
      },
      {
        "step": 270,
        "loss": 0.12267587333917618,
        "acc": 0.949999988079071,
        "Q": -0.05643377468649466,
        "C": 0.37321859346630143,
        "lr": 0.09563810841048516
      },
      {
        "step": 300,
        "loss": 0.11566857248544693,
        "acc": 0.9611110687255859,
        "Q": -0.04919527868067584,
        "C": 0.4002040283488147,
        "lr": 0.09045
      },
      {
        "step": 330,
        "loss": 0.10868162661790848,
        "acc": 0.9648147821426392,
        "Q": 0.004868216143883612,
        "C": 0.3238686677591833,
        "lr": 0.0849381356057798
      },
      {
        "step": 360,
        "loss": 0.11653981357812881,
        "acc": 0.9574074149131775,
        "Q": -0.04175169612747518,
        "C": 0.3459032648878325,
        "lr": 0.07916290436755939
      },
      {
        "step": 390,
        "loss": 0.1305767148733139,
        "acc": 0.9555555582046509,
        "Q": -0.04297088944202854,
        "C": 0.354109166740283,
        "lr": 0.07318758092732958
      },
      {
        "step": 420,
        "loss": 0.11935467272996902,
        "acc": 0.9537037014961243,
        "Q": -0.02094374761207146,
        "C": 0.3269842859528305,
        "lr": 0.06707763217911832
      },
      {
        "step": 450,
        "loss": 0.125386044383049,
        "acc": 0.9555555582046509,
        "Q": -0.025844730198490637,
        "C": 0.35240456371348206,
        "lr": 0.06089999999999999
      },
      {
        "step": 480,
        "loss": 0.11104301363229752,
        "acc": 0.9574074149131775,
        "Q": 0.09144765766221825,
        "C": 0.3514361238939915,
        "lr": 0.05472236782088168
      },
      {
        "step": 510,
        "loss": 0.11872939020395279,
        "acc": 0.9518518447875977,
        "Q": -0.0437460191047305,
        "C": 0.3220795216539915,
        "lr": 0.04861241907267042
      },
      {
        "step": 540,
        "loss": 0.1113249883055687,
        "acc": 0.9574074149131775,
        "Q": -0.0881935234000695,
        "C": 0.3304467786668326,
        "lr": 0.042637095632440614
      },
      {
        "step": 570,
        "loss": 0.11015331000089645,
        "acc": 0.9592592716217041,
        "Q": -0.035718452911268794,
        "C": 0.3645967160469037,
        "lr": 0.036861864394220206
      },
      {
        "step": 600,
        "loss": 0.11094077676534653,
        "acc": 0.9592592716217041,
        "Q": -0.026017575727783737,
        "C": 0.3354852755756465,
        "lr": 0.03135000000000001
      },
      {
        "step": 630,
        "loss": 0.11211813241243362,
        "acc": 0.9611110687255859,
        "Q": -0.025713081841969628,
        "C": 0.37321048139535956,
        "lr": 0.02616189158951484
      },
      {
        "step": 660,
        "loss": 0.11005771905183792,
        "acc": 0.9574074149131775,
        "Q": -0.047633350095363194,
        "C": 0.3631299861778711,
        "lr": 0.021354381164191496
      },
      {
        "step": 690,
        "loss": 0.10729241371154785,
        "acc": 0.9611110687255859,
        "Q": -0.08809184459903698,
        "C": 0.3592876756963557,
        "lr": 0.016980140814285994
      },
      {
        "step": 720,
        "loss": 0.10949575901031494,
        "acc": 0.9611110687255859,
        "Q": -0.022390581095143365,
        "C": 0.3337085203489624,
        "lr": 0.013087095632440612
      },
      {
        "step": 750,
        "loss": 0.10775429755449295,
        "acc": 0.9611110687255859,
        "Q": 0.015049657375009663,
        "C": 0.3759926648939268,
        "lr": 0.009717898636339671
      },
      {
        "step": 780,
        "loss": 0.10941048711538315,
        "acc": 0.9574074149131775,
        "Q": -0.03144790059479061,
        "C": 0.38178409233128174,
        "lr": 0.006909463453322295
      },
      {
        "step": 810,
        "loss": 0.1117505356669426,
        "acc": 0.9574074149131775,
        "Q": -0.049845161198298765,
        "C": 0.4152531117446772,
        "lr": 0.0046925598869564334
      },
      {
        "step": 840,
        "loss": 0.10563495010137558,
        "acc": 0.9629629254341125,
        "Q": -0.08305293203025105,
        "C": 0.3501258501418587,
        "lr": 0.0030914767966320838
      },
      {
        "step": 870,
        "loss": 0.1060502901673317,
        "acc": 0.9592592716217041,
        "Q": -0.03451908008987836,
        "C": 0.33459435840112356,
        "lr": 0.0021237559837350485
      },
      {
        "step": 900,
        "loss": 0.10612104088068008,
        "acc": 0.9611110687255859,
        "Q": -0.011660006113127168,
        "C": 0.32879548376051576,
        "lr": 0.0018
      }
    ]
  },
  "idea": {
    "final_acc": 0.9611110687255859,
    "final_loss": 0.10612104088068008,
    "mean_Q": -0.024430086983924078,
    "mean_C": 0.3565888456615075,
    "highQ_lowC_fraction": 0.0,
    "min_lr": 0.0018,
    "records": [
      {
        "step": 30,
        "loss": 0.31912553310394287,
        "acc": 0.8574073910713196,
        "Q": 0.04599633688374857,
        "C": 0.43146998476522186,
        "lr": 0.11967624401626495
      },
      {
        "step": 60,
        "loss": 0.2885580360889435,
        "acc": 0.8740740418434143,
        "Q": -0.026347888320736826,
        "C": 0.3449458498852917,
        "lr": 0.11870852320336792
      },
      {
        "step": 90,
        "loss": 0.16800212860107422,
        "acc": 0.9259259104728699,
        "Q": -0.016862723088169853,
        "C": 0.3807351536007876,
        "lr": 0.11710744011304357
      },
      {
        "step": 120,
        "loss": 0.14052598178386688,
        "acc": 0.9462962746620178,
        "Q": 0.012636638354746235,
        "C": 0.3333387168188253,
        "lr": 0.1148905365466777
      },
      {
        "step": 150,
        "loss": 0.15186773240566254,
        "acc": 0.949999988079071,
        "Q": 0.03673672469613217,
        "C": 0.32961451456894636,
        "lr": 0.11208210136366033
      },
      {
        "step": 180,
        "loss": 0.14439786970615387,
        "acc": 0.9481481313705444,
        "Q": -0.026702984085375005,
        "C": 0.39434946596834164,
        "lr": 0.10871290436755938
      },
      {
        "step": 210,
        "loss": 0.1202867180109024,
        "acc": 0.9537037014961243,
        "Q": -0.03338913655599397,
        "C": 0.3512915463776739,
        "lr": 0.104819859185714
      },
      {
        "step": 240,
        "loss": 0.11866141110658646,
        "acc": 0.9592592716217041,
        "Q": -0.011165483034237275,
        "C": 0.33530092626211094,
        "lr": 0.10044561883580852
      },
      {
        "step": 270,
        "loss": 0.12267587333917618,
        "acc": 0.949999988079071,
        "Q": -0.05643377468649466,
        "C": 0.37321859346630143,
        "lr": 0.09563810841048516
      },
      {
        "step": 300,
        "loss": 0.11566857248544693,
        "acc": 0.9611110687255859,
        "Q": -0.04919527868067584,
        "C": 0.4002040283488147,
        "lr": 0.09045
      },
      {
        "step": 330,
        "loss": 0.10868162661790848,
        "acc": 0.9648147821426392,
        "Q": 0.004868216143883612,
        "C": 0.3238686677591833,
        "lr": 0.0849381356057798
      },
      {
        "step": 360,
        "loss": 0.11653981357812881,
        "acc": 0.9574074149131775,
        "Q": -0.04175169612747518,
        "C": 0.3459032648878325,
        "lr": 0.07916290436755939
      },
      {
        "step": 390,
        "loss": 0.1305767148733139,
        "acc": 0.9555555582046509,
        "Q": -0.04297088944202854,
        "C": 0.354109166740283,
        "lr": 0.07318758092732958
      },
      {
        "step": 420,
        "loss": 0.11935467272996902,
        "acc": 0.9537037014961243,
        "Q": -0.02094374761207146,
        "C": 0.3269842859528305,
        "lr": 0.06707763217911832
      },
      {
        "step": 450,
        "loss": 0.125386044383049,
        "acc": 0.9555555582046509,
        "Q": -0.025844730198490637,
        "C": 0.35240456371348206,
        "lr": 0.06089999999999999
      },
      {
        "step": 480,
        "loss": 0.11104301363229752,
        "acc": 0.9574074149131775,
        "Q": 0.09144765766221825,
        "C": 0.3514361238939915,
        "lr": 0.05472236782088168
      },
      {
        "step": 510,
        "loss": 0.11872939020395279,
        "acc": 0.9518518447875977,
        "Q": -0.0437460191047305,
        "C": 0.3220795216539915,
        "lr": 0.04861241907267042
      },
      {
        "step": 540,
        "loss": 0.1113249883055687,
        "acc": 0.9574074149131775,
        "Q": -0.0881935234000695,
        "C": 0.3304467786668326,
        "lr": 0.042637095632440614
      },
      {
        "step": 570,
        "loss": 0.11015331000089645,
        "acc": 0.9592592716217041,
        "Q": -0.035718452911268794,
        "C": 0.3645967160469037,
        "lr": 0.036861864394220206
      },
      {
        "step": 600,
        "loss": 0.11094077676534653,
        "acc": 0.9592592716217041,
        "Q": -0.026017575727783737,
        "C": 0.3354852755756465,
        "lr": 0.03135000000000001
      },
      {
        "step": 630,
        "loss": 0.11211813241243362,
        "acc": 0.9611110687255859,
        "Q": -0.025713081841969628,
        "C": 0.37321048139535956,
        "lr": 0.02616189158951484
      },
      {
        "step": 660,
        "loss": 0.11005771905183792,
        "acc": 0.9574074149131775,
        "Q": -0.047633350095363194,
        "C": 0.3631299861778711,
        "lr": 0.021354381164191496
      },
      {
        "step": 690,
        "loss": 0.10729241371154785,
        "acc": 0.9611110687255859,
        "Q": -0.08809184459903698,
        "C": 0.3592876756963557,
        "lr": 0.016980140814285994
      },
      {
        "step": 720,
        "loss": 0.10949575901031494,
        "acc": 0.9611110687255859,
        "Q": -0.022390581095143365,
        "C": 0.3337085203489624,
        "lr": 0.013087095632440612
      },
      {
        "step": 750,
        "loss": 0.10775429755449295,
        "acc": 0.9611110687255859,
        "Q": 0.015049657375009663,
        "C": 0.3759926648939268,
        "lr": 0.009717898636339671
      },
      {
        "step": 780,
        "loss": 0.10941048711538315,
        "acc": 0.9574074149131775,
        "Q": -0.03144790059479061,
        "C": 0.38178409233128174,
        "lr": 0.006909463453322295
      },
      {
        "step": 810,
        "loss": 0.1117505356669426,
        "acc": 0.9574074149131775,
        "Q": -0.049845161198298765,
        "C": 0.4152531117446772,
        "lr": 0.0046925598869564334
      },
      {
        "step": 840,
        "loss": 0.10563495010137558,
        "acc": 0.9629629254341125,
        "Q": -0.08305293203025105,
        "C": 0.3501258501418587,
        "lr": 0.0030914767966320838
      },
      {
        "step": 870,
        "loss": 0.1060502901673317,
        "acc": 0.9592592716217041,
        "Q": -0.03451908008987836,
        "C": 0.33459435840112356,
        "lr": 0.0021237559837350485
      },
      {
        "step": 900,
        "loss": 0.10612104088068008,
        "acc": 0.9611110687255859,
        "Q": -0.011660006113127168,
        "C": 0.32879548376051576,
        "lr": 0.0018
      }
    ]
  }
}