{
  "args": {
    "ckpt_root": "/home/yurenh2/rrm/trm/checkpoints/Sudoku-extreme-1k-aug-1000-ACT-torch/pretrain_mlp_t_sudoku_singleGPU",
    "ckpt_name": "step_26041",
    "n_steps": 500,
    "batch_size": 8,
    "lr": 1e-05,
    "alpha_rf": 0.0,
    "lambda_star": 0.0,
    "rf_mode": "volume_cf",
    "k_lyap": 8,
    "lyap_act_steps": 4,
    "seed": 42,
    "eval_every": 100,
    "eval_n": 512,
    "eval_batch_size": 32,
    "out": "step5_G_trm_step_26041_alpha0_k8_500.json"
  },
  "initial_acc": 0.59765625,
  "initial_tok_acc": 0.8614245756172839,
  "steps": [
    {
      "step": 0,
      "sup_loss": 0.4153673446385326,
      "rf_loss": 0.0,
      "total_loss": 0.4153673446385326,
      "lyap1_mean": 0.006173858419060707,
      "lyap1_max": 0.09636077284812927,
      "lyap_volume_mean": -0.004169750027358532,
      "lyap_volume_max": 0.061662040650844574,
      "frac_above_star": 0.5
    },
    {
      "step": 1,
      "sup_loss": 0.4553785287316068,
      "rf_loss": 0.0,
      "total_loss": 0.4553785287316068,
      "lyap1_mean": 0.031038079410791397,
      "lyap1_max": 0.09057103097438812,
      "lyap_volume_mean": 0.006787457503378391,
      "lyap_volume_max": 0.047355711460113525,
      "frac_above_star": 0.75
    },
    {
      "step": 2,
      "sup_loss": 0.5236173867943122,
      "rf_loss": 0.0,
      "total_loss": 0.5236173867943122,
      "lyap1_mean": 0.030663691461086273,
      "lyap1_max": 0.07964316755533218,
      "lyap_volume_mean": 0.007758169434964657,
      "lyap_volume_max": 0.04820529744029045,
      "frac_above_star": 0.75
    },
    {
      "step": 3,
      "sup_loss": 0.4500242125129181,
      "rf_loss": 0.0,
      "total_loss": 0.4500242125129181,
      "lyap1_mean": 0.005206420086324215,
      "lyap1_max": 0.042409252375364304,
      "lyap_volume_mean": -0.004987422376871109,
      "lyap_volume_max": 0.0341746062040329,
      "frac_above_star": 0.625
    },
    {
      "step": 4,
      "sup_loss": 0.45698997902858024,
      "rf_loss": 0.0,
      "total_loss": 0.45698997902858024,
      "lyap1_mean": 0.015444185584783554,
      "lyap1_max": 0.05930977314710617,
      "lyap_volume_mean": 0.001072104088962078,
      "lyap_volume_max": 0.04999823123216629,
      "frac_above_star": 0.625
    },
    {
      "step": 5,
      "sup_loss": 0.6038675078975215,
      "rf_loss": 0.0,
      "total_loss": 0.6038675078975215,
      "lyap1_mean": 0.019723445177078247,
      "lyap1_max": 0.07247642427682877,
      "lyap_volume_mean": 0.008658340200781822,
      "lyap_volume_max": 0.05835796892642975,
      "frac_above_star": 0.75
    },
    {
      "step": 6,
      "sup_loss": 0.4255062599882886,
      "rf_loss": 0.0,
      "total_loss": 0.4255062599882886,
      "lyap1_mean": 0.02759636379778385,
      "lyap1_max": 0.11959864944219589,
      "lyap_volume_mean": 0.0016865124925971031,
      "lyap_volume_max": 0.05104503408074379,
      "frac_above_star": 0.75
    },
    {
      "step": 7,
      "sup_loss": 0.5655999861409696,
      "rf_loss": 0.0,
      "total_loss": 0.5655999861409696,
      "lyap1_mean": 0.04804530739784241,
      "lyap1_max": 0.0723361074924469,
      "lyap_volume_mean": 0.02638261392712593,
      "lyap_volume_max": 0.040448304265737534,
      "frac_above_star": 1.0
    },
    {
      "step": 8,
      "sup_loss": 0.5300737296450827,
      "rf_loss": 0.0,
      "total_loss": 0.5300737296450827,
      "lyap1_mean": 0.03362740948796272,
      "lyap1_max": 0.0939769446849823,
      "lyap_volume_mean": 0.013649508357048035,
      "lyap_volume_max": 0.06134845316410065,
      "frac_above_star": 0.875
    },
    {
      "step": 9,
      "sup_loss": 0.551873004582961,
      "rf_loss": 0.0,
      "total_loss": 0.551873004582961,
      "lyap1_mean": 0.033211976289749146,
      "lyap1_max": 0.08084990829229355,
      "lyap_volume_mean": 0.01502172090113163,
      "lyap_volume_max": 0.04374291002750397,
      "frac_above_star": 0.75
    },
    {
      "step": 10,
      "sup_loss": 0.5706462712238309,
      "rf_loss": 0.0,
      "total_loss": 0.5706462712238309,
      "lyap1_mean": 0.04504510015249252,
      "lyap1_max": 0.08840854465961456,
      "lyap_volume_mean": 0.016958462074398994,
      "lyap_volume_max": 0.05456201732158661,
      "frac_above_star": 0.875
    },
    {
      "step": 11,
      "sup_loss": 0.5482477857402661,
      "rf_loss": 0.0,
      "total_loss": 0.5482477857402661,
      "lyap1_mean": 0.036709245294332504,
      "lyap1_max": 0.09171061962842941,
      "lyap_volume_mean": 0.01682921312749386,
      "lyap_volume_max": 0.04967867583036423,
      "frac_above_star": 0.75
    },
    {
      "step": 12,
      "sup_loss": 0.4141824895703642,
      "rf_loss": 0.0,
      "total_loss": 0.4141824895703642,
      "lyap1_mean": 0.03331579267978668,
      "lyap1_max": 0.08362969756126404,
      "lyap_volume_mean": 0.013179950416088104,
      "lyap_volume_max": 0.04951613023877144,
      "frac_above_star": 0.625
    },
    {
      "step": 13,
      "sup_loss": 0.5565910478624648,
      "rf_loss": 0.0,
      "total_loss": 0.5565910478624648,
      "lyap1_mean": 0.020941970869898796,
      "lyap1_max": 0.08255428820848465,
      "lyap_volume_mean": 0.002761101583018899,
      "lyap_volume_max": 0.053131088614463806,
      "frac_above_star": 0.75
    },
    {
      "step": 14,
      "sup_loss": 0.3962245317179174,
      "rf_loss": 0.0,
      "total_loss": 0.3962245317179174,
      "lyap1_mean": 0.015834547579288483,
      "lyap1_max": 0.08301250636577606,
      "lyap_volume_mean": -0.003339957445859909,
      "lyap_volume_max": 0.04551474750041962,
      "frac_above_star": 0.625
    },
    {
      "step": 15,
      "sup_loss": 0.5591651430818468,
      "rf_loss": 0.0,
      "total_loss": 0.5591651430818468,
      "lyap1_mean": 0.022996537387371063,
      "lyap1_max": 0.09159392863512039,
      "lyap_volume_mean": 0.01290208101272583,
      "lyap_volume_max": 0.05814483389258385,
      "frac_above_star": 0.75
    },
    {
      "step": 16,
      "sup_loss": 0.4540695386370361,
      "rf_loss": 0.0,
      "total_loss": 0.4540695386370361,
      "lyap1_mean": 0.02873295731842518,
      "lyap1_max": 0.09190541505813599,
      "lyap_volume_mean": 0.008012114092707634,
      "lyap_volume_max": 0.058462873101234436,
      "frac_above_star": 0.5
    },
    {
      "step": 17,
      "sup_loss": 0.6044614635670108,
      "rf_loss": 0.0,
      "total_loss": 0.6044614635670108,
      "lyap1_mean": 0.06875098496675491,
      "lyap1_max": 0.1010119616985321,
      "lyap_volume_mean": 0.04426971450448036,
      "lyap_volume_max": 0.07073722779750824,
      "frac_above_star": 1.0
    },
    {
      "step": 18,
      "sup_loss": 0.4738928778717881,
      "rf_loss": 0.0,
      "total_loss": 0.4738928778717881,
      "lyap1_mean": 0.018682483583688736,
      "lyap1_max": 0.09348670393228531,
      "lyap_volume_mean": 0.0027137002907693386,
      "lyap_volume_max": 0.05520804598927498,
      "frac_above_star": 0.625
    },
    {
      "step": 19,
      "sup_loss": 0.542719562440751,
      "rf_loss": 0.0,
      "total_loss": 0.542719562440751,
      "lyap1_mean": 0.024562755599617958,
      "lyap1_max": 0.0758821964263916,
      "lyap_volume_mean": 0.01128837838768959,
      "lyap_volume_max": 0.04254820570349693,
      "frac_above_star": 0.75
    },
    {
      "step": 20,
      "sup_loss": 0.5038827986831151,
      "rf_loss": 0.0,
      "total_loss": 0.5038827986831151,
      "lyap1_mean": 0.03225492686033249,
      "lyap1_max": 0.0807555615901947,
      "lyap_volume_mean": 0.016848687082529068,
      "lyap_volume_max": 0.051946356892585754,
      "frac_above_star": 0.75
    },
    {
      "step": 21,
      "sup_loss": 0.43539694360061787,
      "rf_loss": 0.0,
      "total_loss": 0.43539694360061787,
      "lyap1_mean": 0.024772902950644493,
      "lyap1_max": 0.08961829543113708,
      "lyap_volume_mean": 0.00366108026355505,
      "lyap_volume_max": 0.05307374894618988,
      "frac_above_star": 0.625
    },
    {
      "step": 22,
      "sup_loss": 0.4184521474412206,
      "rf_loss": 0.0,
      "total_loss": 0.4184521474412206,
      "lyap1_mean": 0.01435445062816143,
      "lyap1_max": 0.09300828725099564,
      "lyap_volume_mean": -0.002560551045462489,
      "lyap_volume_max": 0.04142053425312042,
      "frac_above_star": 0.625
    },
    {
      "step": 23,
      "sup_loss": 0.530743346622885,
      "rf_loss": 0.0,
      "total_loss": 0.530743346622885,
      "lyap1_mean": 0.03240532428026199,
      "lyap1_max": 0.09104251116514206,
      "lyap_volume_mean": 0.016449786722660065,
      "lyap_volume_max": 0.05002208054065704,
      "frac_above_star": 0.75
    },
    {
      "step": 24,
      "sup_loss": 0.5638281342718117,
      "rf_loss": 0.0,
      "total_loss": 0.5638281342718117,
      "lyap1_mean": 0.04968275502324104,
      "lyap1_max": 0.07863935828208923,
      "lyap_volume_mean": 0.02052433043718338,
      "lyap_volume_max": 0.045033421367406845,
      "frac_above_star": 0.875
    },
    {
      "step": 25,
      "sup_loss": 0.6293750700349335,
      "rf_loss": 0.0,
      "total_loss": 0.6293750700349335,
      "lyap1_mean": 0.053699515759944916,
      "lyap1_max": 0.07070067524909973,
      "lyap_volume_mean": 0.03552661091089249,
      "lyap_volume_max": 0.05114152655005455,
      "frac_above_star": 0.875
    },
    {
      "step": 26,
      "sup_loss": 0.6406619083834625,
      "rf_loss": 0.0,
      "total_loss": 0.6406619083834625,
      "lyap1_mean": 0.07011346518993378,
      "lyap1_max": 0.11294534057378769,
      "lyap_volume_mean": 0.03611736744642258,
      "lyap_volume_max": 0.05065704509615898,
      "frac_above_star": 1.0
    },
    {
      "step": 27,
      "sup_loss": 0.39601824904908517,
      "rf_loss": 0.0,
      "total_loss": 0.39601824904908517,
      "lyap1_mean": 0.011225929483771324,
      "lyap1_max": 0.1257338523864746,
      "lyap_volume_mean": -0.003064044751226902,
      "lyap_volume_max": 0.07264775037765503,
      "frac_above_star": 0.5
    },
    {
      "step": 28,
      "sup_loss": 0.5426773636918436,
      "rf_loss": 0.0,
      "total_loss": 0.5426773636918436,
      "lyap1_mean": 0.04040392488241196,
      "lyap1_max": 0.09068428725004196,
      "lyap_volume_mean": 0.01982867531478405,
      "lyap_volume_max": 0.05028734356164932,
      "frac_above_star": 0.875
    },
    {
      "step": 29,
      "sup_loss": 0.5925548117181159,
      "rf_loss": 0.0,
      "total_loss": 0.5925548117181159,
      "lyap1_mean": 0.027869129553437233,
      "lyap1_max": 0.07436559349298477,
      "lyap_volume_mean": 0.007899755612015724,
      "lyap_volume_max": 0.040156565606594086,
      "frac_above_star": 0.75
    },
    {
      "step": 30,
      "sup_loss": 0.6532561552294455,
      "rf_loss": 0.0,
      "total_loss": 0.6532561552294455,
      "lyap1_mean": 0.05207802727818489,
      "lyap1_max": 0.119798943400383,
      "lyap_volume_mean": 0.02528037503361702,
      "lyap_volume_max": 0.06716598570346832,
      "frac_above_star": 0.875
    },
    {
      "step": 31,
      "sup_loss": 0.5244250929227218,
      "rf_loss": 0.0,
      "total_loss": 0.5244250929227218,
      "lyap1_mean": 0.053396500647068024,
      "lyap1_max": 0.13273118436336517,
      "lyap_volume_mean": 0.029557034373283386,
      "lyap_volume_max": 0.06675796955823898,
      "frac_above_star": 0.875
    },
    {
      "step": 32,
      "sup_loss": 0.4683427060329038,
      "rf_loss": 0.0,
      "total_loss": 0.4683427060329038,
      "lyap1_mean": 0.03158656507730484,
      "lyap1_max": 0.07461011409759521,
      "lyap_volume_mean": 0.0058136554434895515,
      "lyap_volume_max": 0.04305461049079895,
      "frac_above_star": 0.625
    },
    {
      "step": 33,
      "sup_loss": 0.5071430846477009,
      "rf_loss": 0.0,
      "total_loss": 0.5071430846477009,
      "lyap1_mean": 0.03132348880171776,
      "lyap1_max": 0.07127557694911957,
      "lyap_volume_mean": 0.006503642536699772,
      "lyap_volume_max": 0.03483940660953522,
      "frac_above_star": 0.75
    },
    {
      "step": 34,
      "sup_loss": 0.4674707899284388,
      "rf_loss": 0.0,
      "total_loss": 0.4674707899284388,
      "lyap1_mean": 0.03195977210998535,
      "lyap1_max": 0.08816571533679962,
      "lyap_volume_mean": 0.0099154282361269,
      "lyap_volume_max": 0.059943825006484985,
      "frac_above_star": 0.625
    },
    {
      "step": 35,
      "sup_loss": 0.40625829200156943,
      "rf_loss": 0.0,
      "total_loss": 0.40625829200156943,
      "lyap1_mean": 0.02299632504582405,
      "lyap1_max": 0.0822257250547409,
      "lyap_volume_mean": 0.0019677309319376945,
      "lyap_volume_max": 0.050197724252939224,
      "frac_above_star": 0.5
    },
    {
      "step": 36,
      "sup_loss": 0.38642479462471196,
      "rf_loss": 0.0,
      "total_loss": 0.38642479462471196,
      "lyap1_mean": 0.007237180136144161,
      "lyap1_max": 0.09228631854057312,
      "lyap_volume_mean": -0.007828211411833763,
      "lyap_volume_max": 0.04886787012219429,
      "frac_above_star": 0.375
    },
    {
      "step": 37,
      "sup_loss": 0.5692301503670181,
      "rf_loss": 0.0,
      "total_loss": 0.5692301503670181,
      "lyap1_mean": 0.020817894488573074,
      "lyap1_max": 0.051930736750364304,
      "lyap_volume_mean": 0.009340220130980015,
      "lyap_volume_max": 0.03514360636472702,
      "frac_above_star": 0.75
    },
    {
      "step": 38,
      "sup_loss": 0.538752574717414,
      "rf_loss": 0.0,
      "total_loss": 0.538752574717414,
      "lyap1_mean": 0.019825778901576996,
      "lyap1_max": 0.07669387012720108,
      "lyap_volume_mean": 0.0016674208454787731,
      "lyap_volume_max": 0.04983744025230408,
      "frac_above_star": 0.5
    },
    {
      "step": 39,
      "sup_loss": 0.6567552187853295,
      "rf_loss": 0.0,
      "total_loss": 0.6567552187853295,
      "lyap1_mean": 0.02524295076727867,
      "lyap1_max": 0.07928980141878128,
      "lyap_volume_mean": 0.008070573210716248,
      "lyap_volume_max": 0.05298978090286255,
      "frac_above_star": 0.75
    },
    {
      "step": 40,
      "sup_loss": 0.6996355135255635,
      "rf_loss": 0.0,
      "total_loss": 0.6996355135255635,
      "lyap1_mean": 0.04916064441204071,
      "lyap1_max": 0.06819924712181091,
      "lyap_volume_mean": 0.027324724942445755,
      "lyap_volume_max": 0.03585529327392578,
      "frac_above_star": 1.0
    },
    {
      "step": 41,
      "sup_loss": 0.4878088557302035,
      "rf_loss": 0.0,
      "total_loss": 0.4878088557302035,
      "lyap1_mean": 0.0406031608581543,
      "lyap1_max": 0.09933865815401077,
      "lyap_volume_mean": 0.011164053343236446,
      "lyap_volume_max": 0.04919183626770973,
      "frac_above_star": 0.875
    },
    {
      "step": 42,
      "sup_loss": 0.5316521176506874,
      "rf_loss": 0.0,
      "total_loss": 0.5316521176506874,
      "lyap1_mean": 0.031612932682037354,
      "lyap1_max": 0.07304822653532028,
      "lyap_volume_mean": 0.006232176907360554,
      "lyap_volume_max": 0.0349031426012516,
      "frac_above_star": 0.75
    },
    {
      "step": 43,
      "sup_loss": 0.5150398167472791,
      "rf_loss": 0.0,
      "total_loss": 0.5150398167472791,
      "lyap1_mean": 0.019753772765398026,
      "lyap1_max": 0.07119504362344742,
      "lyap_volume_mean": 0.005690409801900387,
      "lyap_volume_max": 0.04923968017101288,
      "frac_above_star": 0.625
    },
    {
      "step": 44,
      "sup_loss": 0.7224946955865704,
      "rf_loss": 0.0,
      "total_loss": 0.7224946955865704,
      "lyap1_mean": 0.031504981219768524,
      "lyap1_max": 0.0586765855550766,
      "lyap_volume_mean": 0.016317231580615044,
      "lyap_volume_max": 0.03500271588563919,
      "frac_above_star": 0.875
    },
    {
      "step": 45,
      "sup_loss": 0.5727016993998348,
      "rf_loss": 0.0,
      "total_loss": 0.5727016993998348,
      "lyap1_mean": 0.034730684012174606,
      "lyap1_max": 0.0721176341176033,
      "lyap_volume_mean": 0.016503604128956795,
      "lyap_volume_max": 0.051289625465869904,
      "frac_above_star": 0.875
    },
    {
      "step": 46,
      "sup_loss": 0.600675285729116,
      "rf_loss": 0.0,
      "total_loss": 0.600675285729116,
      "lyap1_mean": 0.04535911977291107,
      "lyap1_max": 0.10885795205831528,
      "lyap_volume_mean": 0.019691605120897293,
      "lyap_volume_max": 0.046059831976890564,
      "frac_above_star": 0.75
    },
    {
      "step": 47,
      "sup_loss": 0.5228470794897065,
      "rf_loss": 0.0,
      "total_loss": 0.5228470794897065,
      "lyap1_mean": 0.012046079151332378,
      "lyap1_max": 0.06154453381896019,
      "lyap_volume_mean": -0.0020039791706949472,
      "lyap_volume_max": 0.037036728113889694,
      "frac_above_star": 0.5
    },
    {
      "step": 48,
      "sup_loss": 0.6066417073501928,
      "rf_loss": 0.0,
      "total_loss": 0.6066417073501928,
      "lyap1_mean": 0.0670127272605896,
      "lyap1_max": 0.09664317965507507,
      "lyap_volume_mean": 0.030345454812049866,
      "lyap_volume_max": 0.052907928824424744,
      "frac_above_star": 1.0
    },
    {
      "step": 49,
      "sup_loss": 0.5577349790050994,
      "rf_loss": 0.0,
      "total_loss": 0.5577349790050994,
      "lyap1_mean": 0.05407247692346573,
      "lyap1_max": 0.08782985061407089,
      "lyap_volume_mean": 0.027445001527667046,
      "lyap_volume_max": 0.045190609991550446,
      "frac_above_star": 1.0
    },
    {
      "step": 50,
      "sup_loss": 0.7111784174609505,
      "rf_loss": 0.0,
      "total_loss": 0.7111784174609505,
      "lyap1_mean": 0.05101635679602623,
      "lyap1_max": 0.12348506599664688,
      "lyap_volume_mean": 0.026668105274438858,
      "lyap_volume_max": 0.058915503323078156,
      "frac_above_star": 1.0
    },
    {
      "step": 51,
      "sup_loss": 0.7280286850592582,
      "rf_loss": 0.0,
      "total_loss": 0.7280286850592582,
      "lyap1_mean": 0.04864056408405304,
      "lyap1_max": 0.09183882176876068,
      "lyap_volume_mean": 0.025206711143255234,
      "lyap_volume_max": 0.047354746609926224,
      "frac_above_star": 0.875
    },
    {
      "step": 52,
      "sup_loss": 0.3295890934820372,
      "rf_loss": 0.0,
      "total_loss": 0.3295890934820372,
      "lyap1_mean": 0.00829705037176609,
      "lyap1_max": 0.12240195274353027,
      "lyap_volume_mean": -0.016138849779963493,
      "lyap_volume_max": 0.05312739312648773,
      "frac_above_star": 0.625
    },
    {
      "step": 53,
      "sup_loss": 0.541192331496095,
      "rf_loss": 0.0,
      "total_loss": 0.541192331496095,
      "lyap1_mean": 0.038833893835544586,
      "lyap1_max": 0.11794150620698929,
      "lyap_volume_mean": 0.013956299051642418,
      "lyap_volume_max": 0.048768144100904465,
      "frac_above_star": 0.75
    },
    {
      "step": 54,
      "sup_loss": 0.5098499905019243,
      "rf_loss": 0.0,
      "total_loss": 0.5098499905019243,
      "lyap1_mean": 0.04226075857877731,
      "lyap1_max": 0.08147359639406204,
      "lyap_volume_mean": 0.020734453573822975,
      "lyap_volume_max": 0.04972078651189804,
      "frac_above_star": 0.75
    },
    {
      "step": 55,
      "sup_loss": 0.5734594256627733,
      "rf_loss": 0.0,
      "total_loss": 0.5734594256627733,
      "lyap1_mean": 0.027261873707175255,
      "lyap1_max": 0.06100619584321976,
      "lyap_volume_mean": 0.009511824697256088,
      "lyap_volume_max": 0.03824228793382645,
      "frac_above_star": 0.75
    },
    {
      "step": 56,
      "sup_loss": 0.4990563511743538,
      "rf_loss": 0.0,
      "total_loss": 0.4990563511743538,
      "lyap1_mean": 0.022610919550061226,
      "lyap1_max": 0.08857239782810211,
      "lyap_volume_mean": 0.003395890351384878,
      "lyap_volume_max": 0.04231452941894531,
      "frac_above_star": 0.625
    },
    {
      "step": 57,
      "sup_loss": 0.5532029707020065,
      "rf_loss": 0.0,
      "total_loss": 0.5532029707020065,
      "lyap1_mean": 0.02020200714468956,
      "lyap1_max": 0.06863255053758621,
      "lyap_volume_mean": 0.006480993703007698,
      "lyap_volume_max": 0.03880544751882553,
      "frac_above_star": 0.625
    },
    {
      "step": 58,
      "sup_loss": 0.5445823567673317,
      "rf_loss": 0.0,
      "total_loss": 0.5445823567673317,
      "lyap1_mean": 0.027028342708945274,
      "lyap1_max": 0.07348138093948364,
      "lyap_volume_mean": 0.013601061888039112,
      "lyap_volume_max": 0.051054708659648895,
      "frac_above_star": 0.625
    },
    {
      "step": 59,
      "sup_loss": 0.4330267071885991,
      "rf_loss": 0.0,
      "total_loss": 0.4330267071885991,
      "lyap1_mean": 0.04014354944229126,
      "lyap1_max": 0.08161535114049911,
      "lyap_volume_mean": 0.012069856747984886,
      "lyap_volume_max": 0.04091488569974899,
      "frac_above_star": 0.75
    },
    {
      "step": 60,
      "sup_loss": 0.5090900238521009,
      "rf_loss": 0.0,
      "total_loss": 0.5090900238521009,
      "lyap1_mean": 0.00844291690737009,
      "lyap1_max": 0.06731640547513962,
      "lyap_volume_mean": -0.005714994389563799,
      "lyap_volume_max": 0.03608540818095207,
      "frac_above_star": 0.375
    },
    {
      "step": 61,
      "sup_loss": 0.519994917210032,
      "rf_loss": 0.0,
      "total_loss": 0.519994917210032,
      "lyap1_mean": 0.039542652666568756,
      "lyap1_max": 0.10924046486616135,
      "lyap_volume_mean": 0.018605878576636314,
      "lyap_volume_max": 0.0675617903470993,
      "frac_above_star": 0.875
    },
    {
      "step": 62,
      "sup_loss": 0.6440339976444703,
      "rf_loss": 0.0,
      "total_loss": 0.6440339976444703,
      "lyap1_mean": 0.010293078608810902,
      "lyap1_max": 0.052424244582653046,
      "lyap_volume_mean": -0.008365292102098465,
      "lyap_volume_max": 0.030314844101667404,
      "frac_above_star": 0.625
    },
    {
      "step": 63,
      "sup_loss": 0.5646765107640191,
      "rf_loss": 0.0,
      "total_loss": 0.5646765107640191,
      "lyap1_mean": 0.029182715341448784,
      "lyap1_max": 0.11818759888410568,
      "lyap_volume_mean": 0.0047240592539310455,
      "lyap_volume_max": 0.05410763621330261,
      "frac_above_star": 0.625
    },
    {
      "step": 64,
      "sup_loss": 0.5016930034943903,
      "rf_loss": 0.0,
      "total_loss": 0.5016930034943903,
      "lyap1_mean": 0.028026200830936432,
      "lyap1_max": 0.07009457796812057,
      "lyap_volume_mean": 0.007410699501633644,
      "lyap_volume_max": 0.048384521156549454,
      "frac_above_star": 0.75
    },
    {
      "step": 65,
      "sup_loss": 0.61229204415834,
      "rf_loss": 0.0,
      "total_loss": 0.61229204415834,
      "lyap1_mean": 0.046854447573423386,
      "lyap1_max": 0.12462108582258224,
      "lyap_volume_mean": 0.023839794099330902,
      "lyap_volume_max": 0.06815867125988007,
      "frac_above_star": 0.75
    },
    {
      "step": 66,
      "sup_loss": 0.4396078735410781,
      "rf_loss": 0.0,
      "total_loss": 0.4396078735410781,
      "lyap1_mean": 0.03202182799577713,
      "lyap1_max": 0.07696518301963806,
      "lyap_volume_mean": 0.011578614823520184,
      "lyap_volume_max": 0.05278007313609123,
      "frac_above_star": 0.75
    },
    {
      "step": 67,
      "sup_loss": 0.4824697325216389,
      "rf_loss": 0.0,
      "total_loss": 0.4824697325216389,
      "lyap1_mean": 0.05537796765565872,
      "lyap1_max": 0.11804480850696564,
      "lyap_volume_mean": 0.026670709252357483,
      "lyap_volume_max": 0.07491813600063324,
      "frac_above_star": 0.875
    },
    {
      "step": 68,
      "sup_loss": 0.5706404293392259,
      "rf_loss": 0.0,
      "total_loss": 0.5706404293392259,
      "lyap1_mean": 0.025952322408556938,
      "lyap1_max": 0.10403411090373993,
      "lyap_volume_mean": 0.00551375187933445,
      "lyap_volume_max": 0.046382881700992584,
      "frac_above_star": 0.625
    },
    {
      "step": 69,
      "sup_loss": 0.6769461319447272,
      "rf_loss": 0.0,
      "total_loss": 0.6769461319447272,
      "lyap1_mean": 0.0404948815703392,
      "lyap1_max": 0.08786837756633759,
      "lyap_volume_mean": 0.02114756591618061,
      "lyap_volume_max": 0.04485410824418068,
      "frac_above_star": 0.875
    },
    {
      "step": 70,
      "sup_loss": 0.4958120291596596,
      "rf_loss": 0.0,
      "total_loss": 0.4958120291596596,
      "lyap1_mean": 0.032664954662323,
      "lyap1_max": 0.06729412078857422,
      "lyap_volume_mean": 0.008415227755904198,
      "lyap_volume_max": 0.03326297923922539,
      "frac_above_star": 0.75
    },
    {
      "step": 71,
      "sup_loss": 0.5845724913759424,
      "rf_loss": 0.0,
      "total_loss": 0.5845724913759424,
      "lyap1_mean": 0.03497028350830078,
      "lyap1_max": 0.07631508260965347,
      "lyap_volume_mean": 0.017955418676137924,
      "lyap_volume_max": 0.05559223145246506,
      "frac_above_star": 0.75
    },
    {
      "step": 72,
      "sup_loss": 0.41236907651350146,
      "rf_loss": 0.0,
      "total_loss": 0.41236907651350146,
      "lyap1_mean": 0.005623392760753632,
      "lyap1_max": 0.05125405266880989,
      "lyap_volume_mean": -0.005914255045354366,
      "lyap_volume_max": 0.032795265316963196,
      "frac_above_star": 0.625
    },
    {
      "step": 73,
      "sup_loss": 0.5058822199927463,
      "rf_loss": 0.0,
      "total_loss": 0.5058822199927463,
      "lyap1_mean": 0.03592352569103241,
      "lyap1_max": 0.0952332466840744,
      "lyap_volume_mean": 0.012105417437851429,
      "lyap_volume_max": 0.052716754376888275,
      "frac_above_star": 0.75
    },
    {
      "step": 74,
      "sup_loss": 0.575553733373199,
      "rf_loss": 0.0,
      "total_loss": 0.575553733373199,
      "lyap1_mean": 0.05789909139275551,
      "lyap1_max": 0.10962166637182236,
      "lyap_volume_mean": 0.03133509308099747,
      "lyap_volume_max": 0.053091682493686676,
      "frac_above_star": 0.875
    },
    {
      "step": 75,
      "sup_loss": 0.503177648312527,
      "rf_loss": 0.0,
      "total_loss": 0.503177648312527,
      "lyap1_mean": 0.028578849509358406,
      "lyap1_max": 0.07296733558177948,
      "lyap_volume_mean": 0.007176189683377743,
      "lyap_volume_max": 0.05598437786102295,
      "frac_above_star": 0.625
    },
    {
      "step": 76,
      "sup_loss": 0.5231389879869434,
      "rf_loss": 0.0,
      "total_loss": 0.5231389879869434,
      "lyap1_mean": 0.038843199610710144,
      "lyap1_max": 0.11549103260040283,
      "lyap_volume_mean": 0.011753996834158897,
      "lyap_volume_max": 0.06149827688932419,
      "frac_above_star": 0.625
    },
    {
      "step": 77,
      "sup_loss": 0.5042985158718565,
      "rf_loss": 0.0,
      "total_loss": 0.5042985158718565,
      "lyap1_mean": 0.052217982709407806,
      "lyap1_max": 0.10978496074676514,
      "lyap_volume_mean": 0.023793911561369896,
      "lyap_volume_max": 0.054006293416023254,
      "frac_above_star": 0.75
    },
    {
      "step": 78,
      "sup_loss": 0.6393501911605636,
      "rf_loss": 0.0,
      "total_loss": 0.6393501911605636,
      "lyap1_mean": 0.04791511222720146,
      "lyap1_max": 0.08397367596626282,
      "lyap_volume_mean": 0.02386559173464775,
      "lyap_volume_max": 0.046997763216495514,
      "frac_above_star": 1.0
    },
    {
      "step": 79,
      "sup_loss": 0.5435280582390253,
      "rf_loss": 0.0,
      "total_loss": 0.5435280582390253,
      "lyap1_mean": 0.010636433959007263,
      "lyap1_max": 0.06610853224992752,
      "lyap_volume_mean": -0.009026396088302135,
      "lyap_volume_max": 0.03801847994327545,
      "frac_above_star": 0.75
    },
    {
      "step": 80,
      "sup_loss": 0.46611912988349824,
      "rf_loss": 0.0,
      "total_loss": 0.46611912988349824,
      "lyap1_mean": 0.009971903637051582,
      "lyap1_max": 0.08147920668125153,
      "lyap_volume_mean": -0.005023017060011625,
      "lyap_volume_max": 0.05102317035198212,
      "frac_above_star": 0.5
    },
    {
      "step": 81,
      "sup_loss": 0.5079081406659894,
      "rf_loss": 0.0,
      "total_loss": 0.5079081406659894,
      "lyap1_mean": 0.043475441634655,
      "lyap1_max": 0.0896005854010582,
      "lyap_volume_mean": 0.014667504467070103,
      "lyap_volume_max": 0.048229001462459564,
      "frac_above_star": 0.875
    },
    {
      "step": 82,
      "sup_loss": 0.4356011443556188,
      "rf_loss": 0.0,
      "total_loss": 0.4356011443556188,
      "lyap1_mean": 0.016422657296061516,
      "lyap1_max": 0.1064559668302536,
      "lyap_volume_mean": -0.002076925477012992,
      "lyap_volume_max": 0.05171471834182739,
      "frac_above_star": 0.5
    },
    {
      "step": 83,
      "sup_loss": 0.5124789862365554,
      "rf_loss": 0.0,
      "total_loss": 0.5124789862365554,
      "lyap1_mean": 0.03937564045190811,
      "lyap1_max": 0.08330763131380081,
      "lyap_volume_mean": 0.01411311887204647,
      "lyap_volume_max": 0.044792428612709045,
      "frac_above_star": 0.875
    },
    {
      "step": 84,
      "sup_loss": 0.4337996089671192,
      "rf_loss": 0.0,
      "total_loss": 0.4337996089671192,
      "lyap1_mean": 0.029632404446601868,
      "lyap1_max": 0.07019346207380295,
      "lyap_volume_mean": -0.0009386208839714527,
      "lyap_volume_max": 0.044291794300079346,
      "frac_above_star": 0.75
    },
    {
      "step": 85,
      "sup_loss": 0.5518681573767807,
      "rf_loss": 0.0,
      "total_loss": 0.5518681573767807,
      "lyap1_mean": 0.0359257236123085,
      "lyap1_max": 0.08743138611316681,
      "lyap_volume_mean": 0.016167476773262024,
      "lyap_volume_max": 0.059497881680727005,
      "frac_above_star": 0.75
    },
    {
      "step": 86,
      "sup_loss": 0.5876175250509021,
      "rf_loss": 0.0,
      "total_loss": 0.5876175250509021,
      "lyap1_mean": 0.04260701686143875,
      "lyap1_max": 0.1060507744550705,
      "lyap_volume_mean": 0.021347561851143837,
      "lyap_volume_max": 0.05567370355129242,
      "frac_above_star": 0.75
    },
    {
      "step": 87,
      "sup_loss": 0.610508918774868,
      "rf_loss": 0.0,
      "total_loss": 0.610508918774868,
      "lyap1_mean": 0.05800024792551994,
      "lyap1_max": 0.10731522738933563,
      "lyap_volume_mean": 0.03287746384739876,
      "lyap_volume_max": 0.057265739887952805,
      "frac_above_star": 0.875
    },
    {
      "step": 88,
      "sup_loss": 0.691099267368242,
      "rf_loss": 0.0,
      "total_loss": 0.691099267368242,
      "lyap1_mean": 0.05430208519101143,
      "lyap1_max": 0.09221852570772171,
      "lyap_volume_mean": 0.027729369699954987,
      "lyap_volume_max": 0.051701877266168594,
      "frac_above_star": 1.0
    },
    {
      "step": 89,
      "sup_loss": 0.6896454683278428,
      "rf_loss": 0.0,
      "total_loss": 0.6896454683278428,
      "lyap1_mean": 0.06782654672861099,
      "lyap1_max": 0.08568978309631348,
      "lyap_volume_mean": 0.035992976278066635,
      "lyap_volume_max": 0.054500434547662735,
      "frac_above_star": 1.0
    },
    {
      "step": 90,
      "sup_loss": 0.4635096820478579,
      "rf_loss": 0.0,
      "total_loss": 0.4635096820478579,
      "lyap1_mean": 0.0269242525100708,
      "lyap1_max": 0.07484478503465652,
      "lyap_volume_mean": 0.009900812059640884,
      "lyap_volume_max": 0.044503018260002136,
      "frac_above_star": 0.75
    },
    {
      "step": 91,
      "sup_loss": 0.5519028751408938,
      "rf_loss": 0.0,
      "total_loss": 0.5519028751408938,
      "lyap1_mean": 0.0652315765619278,
      "lyap1_max": 0.09919289499521255,
      "lyap_volume_mean": 0.03899993747472763,
      "lyap_volume_max": 0.0661027729511261,
      "frac_above_star": 1.0
    },
    {
      "step": 92,
      "sup_loss": 0.6153117315093584,
      "rf_loss": 0.0,
      "total_loss": 0.6153117315093584,
      "lyap1_mean": 0.06495825201272964,
      "lyap1_max": 0.12388481944799423,
      "lyap_volume_mean": 0.033744871616363525,
      "lyap_volume_max": 0.057834189385175705,
      "frac_above_star": 1.0
    },
    {
      "step": 93,
      "sup_loss": 0.5040141006493055,
      "rf_loss": 0.0,
      "total_loss": 0.5040141006493055,
      "lyap1_mean": 0.03780955821275711,
      "lyap1_max": 0.10464467853307724,
      "lyap_volume_mean": 0.01176682859659195,
      "lyap_volume_max": 0.07461923360824585,
      "frac_above_star": 0.875
    },
    {
      "step": 94,
      "sup_loss": 0.5761641229814712,
      "rf_loss": 0.0,
      "total_loss": 0.5761641229814712,
      "lyap1_mean": 0.02769537828862667,
      "lyap1_max": 0.11010748893022537,
      "lyap_volume_mean": 0.00815960019826889,
      "lyap_volume_max": 0.05360668897628784,
      "frac_above_star": 0.625
    },
    {
      "step": 95,
      "sup_loss": 0.5014610641774812,
      "rf_loss": 0.0,
      "total_loss": 0.5014610641774812,
      "lyap1_mean": 0.027183378115296364,
      "lyap1_max": 0.09235266596078873,
      "lyap_volume_mean": -0.0034275478683412075,
      "lyap_volume_max": 0.04477991163730621,
      "frac_above_star": 0.625
    },
    {
      "step": 96,
      "sup_loss": 0.49137529930564,
      "rf_loss": 0.0,
      "total_loss": 0.49137529930564,
      "lyap1_mean": 0.05327814817428589,
      "lyap1_max": 0.09500803053379059,
      "lyap_volume_mean": 0.022466270253062248,
      "lyap_volume_max": 0.05002468079328537,
      "frac_above_star": 0.875
    },
    {
      "step": 97,
      "sup_loss": 0.3882341873627843,
      "rf_loss": 0.0,
      "total_loss": 0.3882341873627843,
      "lyap1_mean": 0.01593528687953949,
      "lyap1_max": 0.08182360231876373,
      "lyap_volume_mean": 0.00011671800166368484,
      "lyap_volume_max": 0.051581330597400665,
      "frac_above_star": 0.625
    },
    {
      "step": 98,
      "sup_loss": 0.6348169799382885,
      "rf_loss": 0.0,
      "total_loss": 0.6348169799382885,
      "lyap1_mean": 0.04833390563726425,
      "lyap1_max": 0.08266863971948624,
      "lyap_volume_mean": 0.027270402759313583,
      "lyap_volume_max": 0.05657883733510971,
      "frac_above_star": 0.875
    },
    {
      "step": 99,
      "sup_loss": 0.4413502624441982,
      "rf_loss": 0.0,
      "total_loss": 0.4413502624441982,
      "lyap1_mean": 0.015463123098015785,
      "lyap1_max": 0.08247996866703033,
      "lyap_volume_mean": -0.005467490293085575,
      "lyap_volume_max": 0.041748084127902985,
      "frac_above_star": 0.5
    },
    {
      "step": 100,
      "sup_loss": 0.5059884964055562,
      "rf_loss": 0.0,
      "total_loss": 0.5059884964055562,
      "lyap1_mean": 0.03522275388240814,
      "lyap1_max": 0.09553083777427673,
      "lyap_volume_mean": 0.012306238524615765,
      "lyap_volume_max": 0.06485943496227264,
      "frac_above_star": 0.75
    },
    {
      "step": 101,
      "sup_loss": 0.41163933326511665,
      "rf_loss": 0.0,
      "total_loss": 0.41163933326511665,
      "lyap1_mean": 0.017706526443362236,
      "lyap1_max": 0.07763344049453735,
      "lyap_volume_mean": -0.00013603735715150833,
      "lyap_volume_max": 0.04684033244848251,
      "frac_above_star": 0.625
    },
    {
      "step": 102,
      "sup_loss": 0.5265335057866924,
      "rf_loss": 0.0,
      "total_loss": 0.5265335057866924,
      "lyap1_mean": 0.031245600432157516,
      "lyap1_max": 0.09799105674028397,
      "lyap_volume_mean": 0.012419071979820728,
      "lyap_volume_max": 0.05359332635998726,
      "frac_above_star": 0.625
    },
    {
      "step": 103,
      "sup_loss": 0.6175144899528526,
      "rf_loss": 0.0,
      "total_loss": 0.6175144899528526,
      "lyap1_mean": 0.02850010246038437,
      "lyap1_max": 0.07758493721485138,
      "lyap_volume_mean": 0.00812756922096014,
      "lyap_volume_max": 0.0436263307929039,
      "frac_above_star": 0.75
    },
    {
      "step": 104,
      "sup_loss": 0.646620756471686,
      "rf_loss": 0.0,
      "total_loss": 0.646620756471686,
      "lyap1_mean": 0.05543375015258789,
      "lyap1_max": 0.09353408962488174,
      "lyap_volume_mean": 0.03346594423055649,
      "lyap_volume_max": 0.054517485201358795,
      "frac_above_star": 1.0
    },
    {
      "step": 105,
      "sup_loss": 0.5833626957412854,
      "rf_loss": 0.0,
      "total_loss": 0.5833626957412854,
      "lyap1_mean": 0.036673106253147125,
      "lyap1_max": 0.09009101241827011,
      "lyap_volume_mean": 0.016257915645837784,
      "lyap_volume_max": 0.06096193194389343,
      "frac_above_star": 0.75
    },
    {
      "step": 106,
      "sup_loss": 0.5696816926139425,
      "rf_loss": 0.0,
      "total_loss": 0.5696816926139425,
      "lyap1_mean": 0.03462620824575424,
      "lyap1_max": 0.10402421653270721,
      "lyap_volume_mean": 0.010344579815864563,
      "lyap_volume_max": 0.05311733856797218,
      "frac_above_star": 0.625
    },
    {
      "step": 107,
      "sup_loss": 0.5176776971671149,
      "rf_loss": 0.0,
      "total_loss": 0.5176776971671149,
      "lyap1_mean": 0.04077687859535217,
      "lyap1_max": 0.10135798156261444,
      "lyap_volume_mean": 0.013625107705593109,
      "lyap_volume_max": 0.05448770150542259,
      "frac_above_star": 0.75
    },
    {
      "step": 108,
      "sup_loss": 0.46798477963231094,
      "rf_loss": 0.0,
      "total_loss": 0.46798477963231094,
      "lyap1_mean": 0.01606522500514984,
      "lyap1_max": 0.10359339416027069,
      "lyap_volume_mean": -0.0028712190687656403,
      "lyap_volume_max": 0.04865720495581627,
      "frac_above_star": 0.5
    },
    {
      "step": 109,
      "sup_loss": 0.5853549565950946,
      "rf_loss": 0.0,
      "total_loss": 0.5853549565950946,
      "lyap1_mean": 0.021466810256242752,
      "lyap1_max": 0.06852841377258301,
      "lyap_volume_mean": 0.004471906460821629,
      "lyap_volume_max": 0.03900199383497238,
      "frac_above_star": 0.75
    },
    {
      "step": 110,
      "sup_loss": 0.5437387665818694,
      "rf_loss": 0.0,
      "total_loss": 0.5437387665818694,
      "lyap1_mean": 0.03595225512981415,
      "lyap1_max": 0.10704660415649414,
      "lyap_volume_mean": 0.012601958587765694,
      "lyap_volume_max": 0.05519514158368111,
      "frac_above_star": 0.75
    },
    {
      "step": 111,
      "sup_loss": 0.6134635514865555,
      "rf_loss": 0.0,
      "total_loss": 0.6134635514865555,
      "lyap1_mean": 0.0410260409116745,
      "lyap1_max": 0.0806947872042656,
      "lyap_volume_mean": 0.01568549871444702,
      "lyap_volume_max": 0.05974191799759865,
      "frac_above_star": 0.875
    },
    {
      "step": 112,
      "sup_loss": 0.5550764025252733,
      "rf_loss": 0.0,
      "total_loss": 0.5550764025252733,
      "lyap1_mean": 0.04554900527000427,
      "lyap1_max": 0.07723284512758255,
      "lyap_volume_mean": 0.01944742724299431,
      "lyap_volume_max": 0.046726763248443604,
      "frac_above_star": 0.75
    },
    {
      "step": 113,
      "sup_loss": 0.5583149858500606,
      "rf_loss": 0.0,
      "total_loss": 0.5583149858500606,
      "lyap1_mean": 0.027238715440034866,
      "lyap1_max": 0.07690154761075974,
      "lyap_volume_mean": 0.004460173659026623,
      "lyap_volume_max": 0.04477866739034653,
      "frac_above_star": 0.875
    },
    {
      "step": 114,
      "sup_loss": 0.64016074656753,
      "rf_loss": 0.0,
      "total_loss": 0.64016074656753,
      "lyap1_mean": 0.028008200228214264,
      "lyap1_max": 0.08424661308526993,
      "lyap_volume_mean": 0.008982605300843716,
      "lyap_volume_max": 0.050383344292640686,
      "frac_above_star": 0.625
    },
    {
      "step": 115,
      "sup_loss": 0.48829298167384977,
      "rf_loss": 0.0,
      "total_loss": 0.48829298167384977,
      "lyap1_mean": 0.017245877534151077,
      "lyap1_max": 0.059368859976530075,
      "lyap_volume_mean": -0.0015478739514946938,
      "lyap_volume_max": 0.0399341955780983,
      "frac_above_star": 0.75
    },
    {
      "step": 116,
      "sup_loss": 0.5346947510591166,
      "rf_loss": 0.0,
      "total_loss": 0.5346947510591166,
      "lyap1_mean": 0.04196546971797943,
      "lyap1_max": 0.07994966208934784,
      "lyap_volume_mean": 0.01509361807256937,
      "lyap_volume_max": 0.04670384153723717,
      "frac_above_star": 0.875
    },
    {
      "step": 117,
      "sup_loss": 0.6159619643311103,
      "rf_loss": 0.0,
      "total_loss": 0.6159619643311103,
      "lyap1_mean": 0.029560919851064682,
      "lyap1_max": 0.05664588883519173,
      "lyap_volume_mean": 0.012596114538609982,
      "lyap_volume_max": 0.034793391823768616,
      "frac_above_star": 1.0
    },
    {
      "step": 118,
      "sup_loss": 0.47506523314201266,
      "rf_loss": 0.0,
      "total_loss": 0.47506523314201266,
      "lyap1_mean": 0.03694601356983185,
      "lyap1_max": 0.12420536577701569,
      "lyap_volume_mean": 0.004650674760341644,
      "lyap_volume_max": 0.04633215069770813,
      "frac_above_star": 0.75
    },
    {
      "step": 119,
      "sup_loss": 0.5021936716614334,
      "rf_loss": 0.0,
      "total_loss": 0.5021936716614334,
      "lyap1_mean": 0.02405906468629837,
      "lyap1_max": 0.11257188022136688,
      "lyap_volume_mean": -0.0004249652847647667,
      "lyap_volume_max": 0.05456407740712166,
      "frac_above_star": 0.625
    },
    {
      "step": 120,
      "sup_loss": 0.5855194568829334,
      "rf_loss": 0.0,
      "total_loss": 0.5855194568829334,
      "lyap1_mean": 0.05512303113937378,
      "lyap1_max": 0.08228958398103714,
      "lyap_volume_mean": 0.029119085520505905,
      "lyap_volume_max": 0.049818359315395355,
      "frac_above_star": 1.0
    },
    {
      "step": 121,
      "sup_loss": 0.5798299364872067,
      "rf_loss": 0.0,
      "total_loss": 0.5798299364872067,
      "lyap1_mean": 0.04481864720582962,
      "lyap1_max": 0.08747034519910812,
      "lyap_volume_mean": 0.021452538669109344,
      "lyap_volume_max": 0.05483093112707138,
      "frac_above_star": 0.875
    },
    {
      "step": 122,
      "sup_loss": 0.5340199046344973,
      "rf_loss": 0.0,
      "total_loss": 0.5340199046344973,
      "lyap1_mean": 0.028202097862958908,
      "lyap1_max": 0.061679448932409286,
      "lyap_volume_mean": 0.01130891963839531,
      "lyap_volume_max": 0.044652972370386124,
      "frac_above_star": 0.75
    },
    {
      "step": 123,
      "sup_loss": 0.643775473341126,
      "rf_loss": 0.0,
      "total_loss": 0.643775473341126,
      "lyap1_mean": 0.03811407461762428,
      "lyap1_max": 0.0736127644777298,
      "lyap_volume_mean": 0.018764697015285492,
      "lyap_volume_max": 0.040516048669815063,
      "frac_above_star": 0.875
    },
    {
      "step": 124,
      "sup_loss": 0.7000377716305948,
      "rf_loss": 0.0,
      "total_loss": 0.7000377716305948,
      "lyap1_mean": 0.053224124014377594,
      "lyap1_max": 0.10433424264192581,
      "lyap_volume_mean": 0.02065587043762207,
      "lyap_volume_max": 0.04227948933839798,
      "frac_above_star": 1.0
    },
    {
      "step": 125,
      "sup_loss": 0.5564157357260395,
      "rf_loss": 0.0,
      "total_loss": 0.5564157357260395,
      "lyap1_mean": 0.04085106402635574,
      "lyap1_max": 0.09840092062950134,
      "lyap_volume_mean": 0.01525856927037239,
      "lyap_volume_max": 0.053949929773807526,
      "frac_above_star": 0.75
    },
    {
      "step": 126,
      "sup_loss": 0.6672769492270731,
      "rf_loss": 0.0,
      "total_loss": 0.6672769492270731,
      "lyap1_mean": 0.02056504599750042,
      "lyap1_max": 0.08382534235715866,
      "lyap_volume_mean": 0.0032188184559345245,
      "lyap_volume_max": 0.05542827397584915,
      "frac_above_star": 0.625
    },
    {
      "step": 127,
      "sup_loss": 0.5511356667028132,
      "rf_loss": 0.0,
      "total_loss": 0.5511356667028132,
      "lyap1_mean": 0.010924161411821842,
      "lyap1_max": 0.0649670735001564,
      "lyap_volume_mean": -0.01453903317451477,
      "lyap_volume_max": 0.025805620476603508,
      "frac_above_star": 0.625
    },
    {
      "step": 128,
      "sup_loss": 0.38484363482868417,
      "rf_loss": 0.0,
      "total_loss": 0.38484363482868417,
      "lyap1_mean": 0.017070259898900986,
      "lyap1_max": 0.0748419463634491,
      "lyap_volume_mean": -0.004412763752043247,
      "lyap_volume_max": 0.027004875242710114,
      "frac_above_star": 0.75
    },
    {
      "step": 129,
      "sup_loss": 0.43888312121419604,
      "rf_loss": 0.0,
      "total_loss": 0.43888312121419604,
      "lyap1_mean": 0.03717548027634621,
      "lyap1_max": 0.09721146523952484,
      "lyap_volume_mean": 0.00927035417407751,
      "lyap_volume_max": 0.05864797532558441,
      "frac_above_star": 0.75
    },
    {
      "step": 130,
      "sup_loss": 0.5065369955974645,
      "rf_loss": 0.0,
      "total_loss": 0.5065369955974645,
      "lyap1_mean": 0.03792033717036247,
      "lyap1_max": 0.0971149280667305,
      "lyap_volume_mean": 0.01225045882165432,
      "lyap_volume_max": 0.058077141642570496,
      "frac_above_star": 0.75
    },
    {
      "step": 131,
      "sup_loss": 0.5533504370980146,
      "rf_loss": 0.0,
      "total_loss": 0.5533504370980146,
      "lyap1_mean": 0.032662879675626755,
      "lyap1_max": 0.11175612360239029,
      "lyap_volume_mean": 0.014237726107239723,
      "lyap_volume_max": 0.045263152569532394,
      "frac_above_star": 0.625
    },
    {
      "step": 132,
      "sup_loss": 0.6101462492876751,
      "rf_loss": 0.0,
      "total_loss": 0.6101462492876751,
      "lyap1_mean": 0.040363602340221405,
      "lyap1_max": 0.07382459938526154,
      "lyap_volume_mean": 0.02055162563920021,
      "lyap_volume_max": 0.04909183457493782,
      "frac_above_star": 0.875
    },
    {
      "step": 133,
      "sup_loss": 0.8486430750293841,
      "rf_loss": 0.0,
      "total_loss": 0.8486430750293841,
      "lyap1_mean": 0.027748974040150642,
      "lyap1_max": 0.0941278412938118,
      "lyap_volume_mean": 0.005813045892864466,
      "lyap_volume_max": 0.04611542075872421,
      "frac_above_star": 0.75
    },
    {
      "step": 134,
      "sup_loss": 0.5632493212869674,
      "rf_loss": 0.0,
      "total_loss": 0.5632493212869674,
      "lyap1_mean": 0.053386010229587555,
      "lyap1_max": 0.1088511198759079,
      "lyap_volume_mean": 0.02583492361009121,
      "lyap_volume_max": 0.061055779457092285,
      "frac_above_star": 0.875
    },
    {
      "step": 135,
      "sup_loss": 0.6204705500274015,
      "rf_loss": 0.0,
      "total_loss": 0.6204705500274015,
      "lyap1_mean": 0.03400532156229019,
      "lyap1_max": 0.07795289903879166,
      "lyap_volume_mean": 0.01034808624535799,
      "lyap_volume_max": 0.04164721444249153,
      "frac_above_star": 0.875
    },
    {
      "step": 136,
      "sup_loss": 0.5474504727119389,
      "rf_loss": 0.0,
      "total_loss": 0.5474504727119389,
      "lyap1_mean": 0.033051081001758575,
      "lyap1_max": 0.07896344363689423,
      "lyap_volume_mean": 0.015422441065311432,
      "lyap_volume_max": 0.055405765771865845,
      "frac_above_star": 0.625
    },
    {
      "step": 137,
      "sup_loss": 0.5310620022564575,
      "rf_loss": 0.0,
      "total_loss": 0.5310620022564575,
      "lyap1_mean": 0.0367751345038414,
      "lyap1_max": 0.08200789988040924,
      "lyap_volume_mean": 0.015637416392564774,
      "lyap_volume_max": 0.05450794845819473,
      "frac_above_star": 0.75
    },
    {
      "step": 138,
      "sup_loss": 0.4018990693129613,
      "rf_loss": 0.0,
      "total_loss": 0.4018990693129613,
      "lyap1_mean": 0.012251792475581169,
      "lyap1_max": 0.06621787697076797,
      "lyap_volume_mean": -0.009624536149203777,
      "lyap_volume_max": 0.024768326431512833,
      "frac_above_star": 0.5
    },
    {
      "step": 139,
      "sup_loss": 0.50831251946994,
      "rf_loss": 0.0,
      "total_loss": 0.50831251946994,
      "lyap1_mean": 0.03618035465478897,
      "lyap1_max": 0.10625734180212021,
      "lyap_volume_mean": 0.011197727173566818,
      "lyap_volume_max": 0.05102085322141647,
      "frac_above_star": 0.625
    },
    {
      "step": 140,
      "sup_loss": 0.6315417720087939,
      "rf_loss": 0.0,
      "total_loss": 0.6315417720087939,
      "lyap1_mean": 0.03625250235199928,
      "lyap1_max": 0.0728064700961113,
      "lyap_volume_mean": 0.01840798184275627,
      "lyap_volume_max": 0.048458270728588104,
      "frac_above_star": 0.875
    },
    {
      "step": 141,
      "sup_loss": 0.6451590160246506,
      "rf_loss": 0.0,
      "total_loss": 0.6451590160246506,
      "lyap1_mean": 0.046900492161512375,
      "lyap1_max": 0.10033506900072098,
      "lyap_volume_mean": 0.024044200778007507,
      "lyap_volume_max": 0.06175679713487625,
      "frac_above_star": 0.875
    },
    {
      "step": 142,
      "sup_loss": 0.35672850099432896,
      "rf_loss": 0.0,
      "total_loss": 0.35672850099432896,
      "lyap1_mean": 0.029004529118537903,
      "lyap1_max": 0.13435809314250946,
      "lyap_volume_mean": 0.0012454534880816936,
      "lyap_volume_max": 0.050023362040519714,
      "frac_above_star": 0.625
    },
    {
      "step": 143,
      "sup_loss": 0.5516599407211331,
      "rf_loss": 0.0,
      "total_loss": 0.5516599407211331,
      "lyap1_mean": 0.031571000814437866,
      "lyap1_max": 0.09205698221921921,
      "lyap_volume_mean": 0.017121894285082817,
      "lyap_volume_max": 0.0635334923863411,
      "frac_above_star": 0.875
    },
    {
      "step": 144,
      "sup_loss": 0.700650682429366,
      "rf_loss": 0.0,
      "total_loss": 0.700650682429366,
      "lyap1_mean": 0.050022635608911514,
      "lyap1_max": 0.09119636565446854,
      "lyap_volume_mean": 0.02973281778395176,
      "lyap_volume_max": 0.055893316864967346,
      "frac_above_star": 0.875
    },
    {
      "step": 145,
      "sup_loss": 0.5586626109679691,
      "rf_loss": 0.0,
      "total_loss": 0.5586626109679691,
      "lyap1_mean": 0.054637715220451355,
      "lyap1_max": 0.085033118724823,
      "lyap_volume_mean": 0.030843107029795647,
      "lyap_volume_max": 0.051785532385110855,
      "frac_above_star": 0.875
    },
    {
      "step": 146,
      "sup_loss": 0.4948110696787403,
      "rf_loss": 0.0,
      "total_loss": 0.4948110696787403,
      "lyap1_mean": 0.02752455696463585,
      "lyap1_max": 0.09991241991519928,
      "lyap_volume_mean": 0.0073294490575790405,
      "lyap_volume_max": 0.05736485868692398,
      "frac_above_star": 0.625
    },
    {
      "step": 147,
      "sup_loss": 0.5139433151389873,
      "rf_loss": 0.0,
      "total_loss": 0.5139433151389873,
      "lyap1_mean": 0.06411927938461304,
      "lyap1_max": 0.11435404419898987,
      "lyap_volume_mean": 0.029481586068868637,
      "lyap_volume_max": 0.05546208471059799,
      "frac_above_star": 0.875
    },
    {
      "step": 148,
      "sup_loss": 0.4728813601147058,
      "rf_loss": 0.0,
      "total_loss": 0.4728813601147058,
      "lyap1_mean": 0.023413486778736115,
      "lyap1_max": 0.12117548286914825,
      "lyap_volume_mean": 0.003180527128279209,
      "lyap_volume_max": 0.06650436669588089,
      "frac_above_star": 0.625
    },
    {
      "step": 149,
      "sup_loss": 0.4360015605092828,
      "rf_loss": 0.0,
      "total_loss": 0.4360015605092828,
      "lyap1_mean": 0.011900296434760094,
      "lyap1_max": 0.10179068148136139,
      "lyap_volume_mean": -0.001701890490949154,
      "lyap_volume_max": 0.05711610987782478,
      "frac_above_star": 0.5
    },
    {
      "step": 150,
      "sup_loss": 0.49571750086305083,
      "rf_loss": 0.0,
      "total_loss": 0.49571750086305083,
      "lyap1_mean": 0.03286643326282501,
      "lyap1_max": 0.1067643091082573,
      "lyap_volume_mean": 0.007318146526813507,
      "lyap_volume_max": 0.05233561992645264,
      "frac_above_star": 0.875
    },
    {
      "step": 151,
      "sup_loss": 0.502214513962605,
      "rf_loss": 0.0,
      "total_loss": 0.502214513962605,
      "lyap1_mean": 0.031319886445999146,
      "lyap1_max": 0.08934187144041061,
      "lyap_volume_mean": 0.0032508485019207,
      "lyap_volume_max": 0.03910095989704132,
      "frac_above_star": 0.75
    },
    {
      "step": 152,
      "sup_loss": 0.47165851018920363,
      "rf_loss": 0.0,
      "total_loss": 0.47165851018920363,
      "lyap1_mean": 0.022166330367326736,
      "lyap1_max": 0.06664425879716873,
      "lyap_volume_mean": 0.002868938958272338,
      "lyap_volume_max": 0.028741825371980667,
      "frac_above_star": 0.625
    },
    {
      "step": 153,
      "sup_loss": 0.4166109919417543,
      "rf_loss": 0.0,
      "total_loss": 0.4166109919417543,
      "lyap1_mean": 0.006822705268859863,
      "lyap1_max": 0.07423735409975052,
      "lyap_volume_mean": -0.010190489701926708,
      "lyap_volume_max": 0.04111861437559128,
      "frac_above_star": 0.5
    },
    {
      "step": 154,
      "sup_loss": 0.6009790230108786,
      "rf_loss": 0.0,
      "total_loss": 0.6009790230108786,
      "lyap1_mean": 0.05523541197180748,
      "lyap1_max": 0.10663484781980515,
      "lyap_volume_mean": 0.02886093594133854,
      "lyap_volume_max": 0.0579955130815506,
      "frac_above_star": 1.0
    },
    {
      "step": 155,
      "sup_loss": 0.5571302315343644,
      "rf_loss": 0.0,
      "total_loss": 0.5571302315343644,
      "lyap1_mean": 0.05208263546228409,
      "lyap1_max": 0.1194194033741951,
      "lyap_volume_mean": 0.02329479344189167,
      "lyap_volume_max": 0.055962059646844864,
      "frac_above_star": 0.875
    },
    {
      "step": 156,
      "sup_loss": 0.6102605820847553,
      "rf_loss": 0.0,
      "total_loss": 0.6102605820847553,
      "lyap1_mean": 0.04127735644578934,
      "lyap1_max": 0.08284859359264374,
      "lyap_volume_mean": 0.018661968410015106,
      "lyap_volume_max": 0.0492476150393486,
      "frac_above_star": 0.75
    },
    {
      "step": 157,
      "sup_loss": 0.5841159203650546,
      "rf_loss": 0.0,
      "total_loss": 0.5841159203650546,
      "lyap1_mean": 0.03917858749628067,
      "lyap1_max": 0.10605504363775253,
      "lyap_volume_mean": 0.01706298068165779,
      "lyap_volume_max": 0.06772872805595398,
      "frac_above_star": 0.875
    },
    {
      "step": 158,
      "sup_loss": 0.6213094963552036,
      "rf_loss": 0.0,
      "total_loss": 0.6213094963552036,
      "lyap1_mean": 0.04700089618563652,
      "lyap1_max": 0.08068418502807617,
      "lyap_volume_mean": 0.0278217364102602,
      "lyap_volume_max": 0.051451049745082855,
      "frac_above_star": 1.0
    },
    {
      "step": 159,
      "sup_loss": 0.5897459268305651,
      "rf_loss": 0.0,
      "total_loss": 0.5897459268305651,
      "lyap1_mean": 0.058362871408462524,
      "lyap1_max": 0.10837209969758987,
      "lyap_volume_mean": 0.027467936277389526,
      "lyap_volume_max": 0.05225532874464989,
      "frac_above_star": 0.875
    },
    {
      "step": 160,
      "sup_loss": 0.5993417826182599,
      "rf_loss": 0.0,
      "total_loss": 0.5993417826182599,
      "lyap1_mean": 0.04876910522580147,
      "lyap1_max": 0.12142575532197952,
      "lyap_volume_mean": 0.021433383226394653,
      "lyap_volume_max": 0.051788996905088425,
      "frac_above_star": 1.0
    },
    {
      "step": 161,
      "sup_loss": 0.3347420770065396,
      "rf_loss": 0.0,
      "total_loss": 0.3347420770065396,
      "lyap1_mean": -0.0016742844600230455,
      "lyap1_max": 0.07120542228221893,
      "lyap_volume_mean": -0.016949806362390518,
      "lyap_volume_max": 0.03840258717536926,
      "frac_above_star": 0.375
    },
    {
      "step": 162,
      "sup_loss": 0.4116408603325194,
      "rf_loss": 0.0,
      "total_loss": 0.4116408603325194,
      "lyap1_mean": 0.025431090965867043,
      "lyap1_max": 0.10246267169713974,
      "lyap_volume_mean": 0.003159130923449993,
      "lyap_volume_max": 0.055392637848854065,
      "frac_above_star": 0.625
    },
    {
      "step": 163,
      "sup_loss": 0.5505965291271627,
      "rf_loss": 0.0,
      "total_loss": 0.5505965291271627,
      "lyap1_mean": 0.05525435507297516,
      "lyap1_max": 0.0878451019525528,
      "lyap_volume_mean": 0.02278965339064598,
      "lyap_volume_max": 0.053513944149017334,
      "frac_above_star": 0.875
    },
    {
      "step": 164,
      "sup_loss": 0.4783776695709852,
      "rf_loss": 0.0,
      "total_loss": 0.4783776695709852,
      "lyap1_mean": 0.032801467925310135,
      "lyap1_max": 0.09633360803127289,
      "lyap_volume_mean": 0.014167152345180511,
      "lyap_volume_max": 0.06190263852477074,
      "frac_above_star": 0.625
    },
    {
      "step": 165,
      "sup_loss": 0.5287458992199929,
      "rf_loss": 0.0,
      "total_loss": 0.5287458992199929,
      "lyap1_mean": 0.03822803497314453,
      "lyap1_max": 0.10186907649040222,
      "lyap_volume_mean": 0.01113533228635788,
      "lyap_volume_max": 0.06714515388011932,
      "frac_above_star": 0.75
    },
    {
      "step": 166,
      "sup_loss": 0.5436141899823362,
      "rf_loss": 0.0,
      "total_loss": 0.5436141899823362,
      "lyap1_mean": 0.05731182172894478,
      "lyap1_max": 0.09442871809005737,
      "lyap_volume_mean": 0.025171594694256783,
      "lyap_volume_max": 0.0537712387740612,
      "frac_above_star": 0.875
    },
    {
      "step": 167,
      "sup_loss": 0.5683854372255555,
      "rf_loss": 0.0,
      "total_loss": 0.5683854372255555,
      "lyap1_mean": 0.03810742124915123,
      "lyap1_max": 0.08202376961708069,
      "lyap_volume_mean": 0.01968066394329071,
      "lyap_volume_max": 0.05354693531990051,
      "frac_above_star": 0.875
    },
    {
      "step": 168,
      "sup_loss": 0.5408972809336409,
      "rf_loss": 0.0,
      "total_loss": 0.5408972809336409,
      "lyap1_mean": 0.049512721598148346,
      "lyap1_max": 0.12441296875476837,
      "lyap_volume_mean": 0.022203784435987473,
      "lyap_volume_max": 0.05613044649362564,
      "frac_above_star": 0.75
    },
    {
      "step": 169,
      "sup_loss": 0.5479476343808727,
      "rf_loss": 0.0,
      "total_loss": 0.5479476343808727,
      "lyap1_mean": 0.04027782008051872,
      "lyap1_max": 0.0820642039179802,
      "lyap_volume_mean": 0.01545601338148117,
      "lyap_volume_max": 0.045118946582078934,
      "frac_above_star": 0.875
    },
    {
      "step": 170,
      "sup_loss": 0.5569305244145808,
      "rf_loss": 0.0,
      "total_loss": 0.5569305244145808,
      "lyap1_mean": 0.0372898206114769,
      "lyap1_max": 0.09776078909635544,
      "lyap_volume_mean": 0.012463236227631569,
      "lyap_volume_max": 0.05129578337073326,
      "frac_above_star": 0.625
    },
    {
      "step": 171,
      "sup_loss": 0.5101854954599784,
      "rf_loss": 0.0,
      "total_loss": 0.5101854954599784,
      "lyap1_mean": 0.03637849539518356,
      "lyap1_max": 0.07909020781517029,
      "lyap_volume_mean": 0.012177512049674988,
      "lyap_volume_max": 0.045464035123586655,
      "frac_above_star": 0.75
    },
    {
      "step": 172,
      "sup_loss": 0.482808401105422,
      "rf_loss": 0.0,
      "total_loss": 0.482808401105422,
      "lyap1_mean": 0.03392937034368515,
      "lyap1_max": 0.10374851524829865,
      "lyap_volume_mean": 0.008754445239901543,
      "lyap_volume_max": 0.05035465955734253,
      "frac_above_star": 0.625
    },
    {
      "step": 173,
      "sup_loss": 0.5037484374436381,
      "rf_loss": 0.0,
      "total_loss": 0.5037484374436381,
      "lyap1_mean": 0.057391438633203506,
      "lyap1_max": 0.09662318229675293,
      "lyap_volume_mean": 0.026248056441545486,
      "lyap_volume_max": 0.05349729210138321,
      "frac_above_star": 0.875
    },
    {
      "step": 174,
      "sup_loss": 0.5662036392905218,
      "rf_loss": 0.0,
      "total_loss": 0.5662036392905218,
      "lyap1_mean": 0.03980182111263275,
      "lyap1_max": 0.0805063471198082,
      "lyap_volume_mean": 0.01673223450779915,
      "lyap_volume_max": 0.04672586917877197,
      "frac_above_star": 0.875
    },
    {
      "step": 175,
      "sup_loss": 0.4287451523652417,
      "rf_loss": 0.0,
      "total_loss": 0.4287451523652417,
      "lyap1_mean": 0.00026324763894081116,
      "lyap1_max": 0.04246562346816063,
      "lyap_volume_mean": -0.011517276987433434,
      "lyap_volume_max": 0.027522053569555283,
      "frac_above_star": 0.5
    },
    {
      "step": 176,
      "sup_loss": 0.5417149763555286,
      "rf_loss": 0.0,
      "total_loss": 0.5417149763555286,
      "lyap1_mean": 0.05931604653596878,
      "lyap1_max": 0.11585685610771179,
      "lyap_volume_mean": 0.01758367381989956,
      "lyap_volume_max": 0.051087282598018646,
      "frac_above_star": 0.875
    },
    {
      "step": 177,
      "sup_loss": 0.5504979390385278,
      "rf_loss": 0.0,
      "total_loss": 0.5504979390385278,
      "lyap1_mean": 0.043873414397239685,
      "lyap1_max": 0.12314292788505554,
      "lyap_volume_mean": 0.01409481093287468,
      "lyap_volume_max": 0.053772442042827606,
      "frac_above_star": 0.625
    },
    {
      "step": 178,
      "sup_loss": 0.5153799389541739,
      "rf_loss": 0.0,
      "total_loss": 0.5153799389541739,
      "lyap1_mean": 0.02689828909933567,
      "lyap1_max": 0.08009570091962814,
      "lyap_volume_mean": 0.003176792524755001,
      "lyap_volume_max": 0.034897331148386,
      "frac_above_star": 0.75
    },
    {
      "step": 179,
      "sup_loss": 0.48511246394564905,
      "rf_loss": 0.0,
      "total_loss": 0.48511246394564905,
      "lyap1_mean": 0.015947973355650902,
      "lyap1_max": 0.0777621865272522,
      "lyap_volume_mean": 0.003045703051611781,
      "lyap_volume_max": 0.0504862442612648,
      "frac_above_star": 0.625
    },
    {
      "step": 180,
      "sup_loss": 0.4569974655074796,
      "rf_loss": 0.0,
      "total_loss": 0.4569974655074796,
      "lyap1_mean": 0.02524605207145214,
      "lyap1_max": 0.08953265100717545,
      "lyap_volume_mean": 0.006579396314918995,
      "lyap_volume_max": 0.049947138875722885,
      "frac_above_star": 0.625
    },
    {
      "step": 181,
      "sup_loss": 0.43256824713717584,
      "rf_loss": 0.0,
      "total_loss": 0.43256824713717584,
      "lyap1_mean": 0.047510165721178055,
      "lyap1_max": 0.11417052149772644,
      "lyap_volume_mean": 0.017837708815932274,
      "lyap_volume_max": 0.05061792954802513,
      "frac_above_star": 0.75
    },
    {
      "step": 182,
      "sup_loss": 0.6806660969750564,
      "rf_loss": 0.0,
      "total_loss": 0.6806660969750564,
      "lyap1_mean": 0.021644389256834984,
      "lyap1_max": 0.08147119730710983,
      "lyap_volume_mean": -0.000231459503993392,
      "lyap_volume_max": 0.04447126388549805,
      "frac_above_star": 0.5
    },
    {
      "step": 183,
      "sup_loss": 0.6315178282017738,
      "rf_loss": 0.0,
      "total_loss": 0.6315178282017738,
      "lyap1_mean": 0.04056110233068466,
      "lyap1_max": 0.10804243385791779,
      "lyap_volume_mean": 0.022162767127156258,
      "lyap_volume_max": 0.053412064909935,
      "frac_above_star": 0.75
    },
    {
      "step": 184,
      "sup_loss": 0.4229701591722973,
      "rf_loss": 0.0,
      "total_loss": 0.4229701591722973,
      "lyap1_mean": 0.012060293927788734,
      "lyap1_max": 0.07411126792430878,
      "lyap_volume_mean": -0.006431092508137226,
      "lyap_volume_max": 0.047885049134492874,
      "frac_above_star": 0.5
    },
    {
      "step": 185,
      "sup_loss": 0.4778835110681093,
      "rf_loss": 0.0,
      "total_loss": 0.4778835110681093,
      "lyap1_mean": 0.01151873916387558,
      "lyap1_max": 0.09233400225639343,
      "lyap_volume_mean": -0.003911731764674187,
      "lyap_volume_max": 0.045850105583667755,
      "frac_above_star": 0.625
    },
    {
      "step": 186,
      "sup_loss": 0.41560212060627494,
      "rf_loss": 0.0,
      "total_loss": 0.41560212060627494,
      "lyap1_mean": 0.007642700802534819,
      "lyap1_max": 0.09352115541696548,
      "lyap_volume_mean": -0.010143095627427101,
      "lyap_volume_max": 0.043260104954242706,
      "frac_above_star": 0.5
    },
    {
      "step": 187,
      "sup_loss": 0.5117772172184549,
      "rf_loss": 0.0,
      "total_loss": 0.5117772172184549,
      "lyap1_mean": 0.05466034263372421,
      "lyap1_max": 0.09311824291944504,
      "lyap_volume_mean": 0.024830300360918045,
      "lyap_volume_max": 0.05216135457158089,
      "frac_above_star": 1.0
    },
    {
      "step": 188,
      "sup_loss": 0.5739781825398896,
      "rf_loss": 0.0,
      "total_loss": 0.5739781825398896,
      "lyap1_mean": 0.05069781839847565,
      "lyap1_max": 0.09423338621854782,
      "lyap_volume_mean": 0.025736793875694275,
      "lyap_volume_max": 0.05560855567455292,
      "frac_above_star": 0.875
    },
    {
      "step": 189,
      "sup_loss": 0.631314841940988,
      "rf_loss": 0.0,
      "total_loss": 0.631314841940988,
      "lyap1_mean": 0.06055918708443642,
      "lyap1_max": 0.10788119584321976,
      "lyap_volume_mean": 0.03282088786363602,
      "lyap_volume_max": 0.05608929693698883,
      "frac_above_star": 1.0
    },
    {
      "step": 190,
      "sup_loss": 0.34777786969207136,
      "rf_loss": 0.0,
      "total_loss": 0.34777786969207136,
      "lyap1_mean": 0.01709946244955063,
      "lyap1_max": 0.08513898402452469,
      "lyap_volume_mean": -0.002431693486869335,
      "lyap_volume_max": 0.04400483891367912,
      "frac_above_star": 0.625
    },
    {
      "step": 191,
      "sup_loss": 0.4868259087598233,
      "rf_loss": 0.0,
      "total_loss": 0.4868259087598233,
      "lyap1_mean": 0.016513586044311523,
      "lyap1_max": 0.07209993153810501,
      "lyap_volume_mean": -0.00046561716590076685,
      "lyap_volume_max": 0.03983910009264946,
      "frac_above_star": 0.625
    },
    {
      "step": 192,
      "sup_loss": 0.5831728780002832,
      "rf_loss": 0.0,
      "total_loss": 0.5831728780002832,
      "lyap1_mean": 0.05215000361204147,
      "lyap1_max": 0.09793612360954285,
      "lyap_volume_mean": 0.025491204112768173,
      "lyap_volume_max": 0.046572960913181305,
      "frac_above_star": 0.875
    },
    {
      "step": 193,
      "sup_loss": 0.28383277057193784,
      "rf_loss": 0.0,
      "total_loss": 0.28383277057193784,
      "lyap1_mean": -0.003692059777677059,
      "lyap1_max": 0.07617778331041336,
      "lyap_volume_mean": -0.017938587814569473,
      "lyap_volume_max": 0.03949342295527458,
      "frac_above_star": 0.25
    },
    {
      "step": 194,
      "sup_loss": 0.6265436233937285,
      "rf_loss": 0.0,
      "total_loss": 0.6265436233937285,
      "lyap1_mean": 0.03389140963554382,
      "lyap1_max": 0.07132530957460403,
      "lyap_volume_mean": 0.01639852300286293,
      "lyap_volume_max": 0.05116269737482071,
      "frac_above_star": 0.75
    },
    {
      "step": 195,
      "sup_loss": 0.48116173685106756,
      "rf_loss": 0.0,
      "total_loss": 0.48116173685106756,
      "lyap1_mean": 0.02447083592414856,
      "lyap1_max": 0.09451477229595184,
      "lyap_volume_mean": 0.004989253357052803,
      "lyap_volume_max": 0.05228478088974953,
      "frac_above_star": 0.625
    },
    {
      "step": 196,
      "sup_loss": 0.7197046983120471,
      "rf_loss": 0.0,
      "total_loss": 0.7197046983120471,
      "lyap1_mean": 0.04798854514956474,
      "lyap1_max": 0.06500348448753357,
      "lyap_volume_mean": 0.021570950746536255,
      "lyap_volume_max": 0.04016691446304321,
      "frac_above_star": 1.0
    },
    {
      "step": 197,
      "sup_loss": 0.43105188021070684,
      "rf_loss": 0.0,
      "total_loss": 0.43105188021070684,
      "lyap1_mean": 0.03575670346617699,
      "lyap1_max": 0.10125705599784851,
      "lyap_volume_mean": 0.01524372585117817,
      "lyap_volume_max": 0.05820158123970032,
      "frac_above_star": 0.625
    },
    {
      "step": 198,
      "sup_loss": 0.586668517176779,
      "rf_loss": 0.0,
      "total_loss": 0.586668517176779,
      "lyap1_mean": 0.04469083994626999,
      "lyap1_max": 0.09117855131626129,
      "lyap_volume_mean": 0.021715492010116577,
      "lyap_volume_max": 0.04304070770740509,
      "frac_above_star": 0.875
    },
    {
      "step": 199,
      "sup_loss": 0.613073360393563,
      "rf_loss": 0.0,
      "total_loss": 0.613073360393563,
      "lyap1_mean": 0.0255498718470335,
      "lyap1_max": 0.0911668986082077,
      "lyap_volume_mean": 0.0062072016298770905,
      "lyap_volume_max": 0.05651363357901573,
      "frac_above_star": 0.625
    },
    {
      "step": 200,
      "sup_loss": 0.6132856958820381,
      "rf_loss": 0.0,
      "total_loss": 0.6132856958820381,
      "lyap1_mean": 0.05935806781053543,
      "lyap1_max": 0.140499547123909,
      "lyap_volume_mean": 0.027297088876366615,
      "lyap_volume_max": 0.05470127984881401,
      "frac_above_star": 0.75
    },
    {
      "step": 201,
      "sup_loss": 0.6098127377141321,
      "rf_loss": 0.0,
      "total_loss": 0.6098127377141321,
      "lyap1_mean": 0.049813494086265564,
      "lyap1_max": 0.08220645785331726,
      "lyap_volume_mean": 0.02985851839184761,
      "lyap_volume_max": 0.04873517155647278,
      "frac_above_star": 0.875
    },
    {
      "step": 202,
      "sup_loss": 0.5360662119322249,
      "rf_loss": 0.0,
      "total_loss": 0.5360662119322249,
      "lyap1_mean": 0.03654664754867554,
      "lyap1_max": 0.08716631680727005,
      "lyap_volume_mean": 0.010875090956687927,
      "lyap_volume_max": 0.0414920300245285,
      "frac_above_star": 0.75
    },
    {
      "step": 203,
      "sup_loss": 0.6122651195900783,
      "rf_loss": 0.0,
      "total_loss": 0.6122651195900783,
      "lyap1_mean": 0.047604940831661224,
      "lyap1_max": 0.08209454268217087,
      "lyap_volume_mean": 0.02586805820465088,
      "lyap_volume_max": 0.059725433588027954,
      "frac_above_star": 1.0
    },
    {
      "step": 204,
      "sup_loss": 0.6574003861915552,
      "rf_loss": 0.0,
      "total_loss": 0.6574003861915552,
      "lyap1_mean": 0.045193880796432495,
      "lyap1_max": 0.07550744712352753,
      "lyap_volume_mean": 0.02517537772655487,
      "lyap_volume_max": 0.05045701563358307,
      "frac_above_star": 0.875
    },
    {
      "step": 205,
      "sup_loss": 0.596999534998846,
      "rf_loss": 0.0,
      "total_loss": 0.596999534998846,
      "lyap1_mean": 0.057252682745456696,
      "lyap1_max": 0.09604967385530472,
      "lyap_volume_mean": 0.029067352414131165,
      "lyap_volume_max": 0.05660399794578552,
      "frac_above_star": 1.0
    },
    {
      "step": 206,
      "sup_loss": 0.4998565958044445,
      "rf_loss": 0.0,
      "total_loss": 0.4998565958044445,
      "lyap1_mean": 0.047744400799274445,
      "lyap1_max": 0.09055411070585251,
      "lyap_volume_mean": 0.019885126501321793,
      "lyap_volume_max": 0.059444501996040344,
      "frac_above_star": 0.875
    },
    {
      "step": 207,
      "sup_loss": 0.5897664167660326,
      "rf_loss": 0.0,
      "total_loss": 0.5897664167660326,
      "lyap1_mean": 0.04182901233434677,
      "lyap1_max": 0.07181977480649948,
      "lyap_volume_mean": 0.01708906516432762,
      "lyap_volume_max": 0.05036669969558716,
      "frac_above_star": 0.875
    },
    {
      "step": 208,
      "sup_loss": 0.5408633763102887,
      "rf_loss": 0.0,
      "total_loss": 0.5408633763102887,
      "lyap1_mean": 0.04195970296859741,
      "lyap1_max": 0.08321721106767654,
      "lyap_volume_mean": 0.014443304389715195,
      "lyap_volume_max": 0.05080146715044975,
      "frac_above_star": 0.75
    },
    {
      "step": 209,
      "sup_loss": 0.583369102329488,
      "rf_loss": 0.0,
      "total_loss": 0.583369102329488,
      "lyap1_mean": 0.0662909746170044,
      "lyap1_max": 0.13610704243183136,
      "lyap_volume_mean": 0.035131946206092834,
      "lyap_volume_max": 0.06804110109806061,
      "frac_above_star": 0.875
    },
    {
      "step": 210,
      "sup_loss": 0.5506212686150889,
      "rf_loss": 0.0,
      "total_loss": 0.5506212686150889,
      "lyap1_mean": 0.048184312880039215,
      "lyap1_max": 0.09829214960336685,
      "lyap_volume_mean": 0.02150985598564148,
      "lyap_volume_max": 0.04915148764848709,
      "frac_above_star": 0.75
    },
    {
      "step": 211,
      "sup_loss": 0.4303995363856925,
      "rf_loss": 0.0,
      "total_loss": 0.4303995363856925,
      "lyap1_mean": 0.019239913672208786,
      "lyap1_max": 0.07321640104055405,
      "lyap_volume_mean": -0.004370102193206549,
      "lyap_volume_max": 0.045563336461782455,
      "frac_above_star": 0.75
    },
    {
      "step": 212,
      "sup_loss": 0.6333244941245818,
      "rf_loss": 0.0,
      "total_loss": 0.6333244941245818,
      "lyap1_mean": 0.06316222250461578,
      "lyap1_max": 0.08032290637493134,
      "lyap_volume_mean": 0.03346223384141922,
      "lyap_volume_max": 0.045801691710948944,
      "frac_above_star": 1.0
    },
    {
      "step": 213,
      "sup_loss": 0.5240914863351852,
      "rf_loss": 0.0,
      "total_loss": 0.5240914863351852,
      "lyap1_mean": 0.044568076729774475,
      "lyap1_max": 0.07573908567428589,
      "lyap_volume_mean": 0.017055168747901917,
      "lyap_volume_max": 0.044351257383823395,
      "frac_above_star": 0.875
    },
    {
      "step": 214,
      "sup_loss": 0.6062657348606324,
      "rf_loss": 0.0,
      "total_loss": 0.6062657348606324,
      "lyap1_mean": 0.04985373467206955,
      "lyap1_max": 0.0886351689696312,
      "lyap_volume_mean": 0.026934027671813965,
      "lyap_volume_max": 0.05541243776679039,
      "frac_above_star": 0.875
    },
    {
      "step": 215,
      "sup_loss": 0.5032603700229398,
      "rf_loss": 0.0,
      "total_loss": 0.5032603700229398,
      "lyap1_mean": 0.009657436981797218,
      "lyap1_max": 0.0741143450140953,
      "lyap_volume_mean": -0.0039936937391757965,
      "lyap_volume_max": 0.040901102125644684,
      "frac_above_star": 0.5
    },
    {
      "step": 216,
      "sup_loss": 0.5175451827261387,
      "rf_loss": 0.0,
      "total_loss": 0.5175451827261387,
      "lyap1_mean": 0.061571668833494186,
      "lyap1_max": 0.10974046587944031,
      "lyap_volume_mean": 0.02721269056200981,
      "lyap_volume_max": 0.05936068668961525,
      "frac_above_star": 0.875
    },
    {
      "step": 217,
      "sup_loss": 0.4656249543036802,
      "rf_loss": 0.0,
      "total_loss": 0.4656249543036802,
      "lyap1_mean": 0.02285815216600895,
      "lyap1_max": 0.0901312530040741,
      "lyap_volume_mean": 0.005167596973478794,
      "lyap_volume_max": 0.05276653170585632,
      "frac_above_star": 0.5
    },
    {
      "step": 218,
      "sup_loss": 0.3968416194834765,
      "rf_loss": 0.0,
      "total_loss": 0.3968416194834765,
      "lyap1_mean": -0.007291810121387243,
      "lyap1_max": 0.0371934249997139,
      "lyap_volume_mean": -0.02067594975233078,
      "lyap_volume_max": 0.02880389802157879,
      "frac_above_star": 0.25
    },
    {
      "step": 219,
      "sup_loss": 0.5355191723189391,
      "rf_loss": 0.0,
      "total_loss": 0.5355191723189391,
      "lyap1_mean": 0.017248785123229027,
      "lyap1_max": 0.06448990851640701,
      "lyap_volume_mean": 0.003993824124336243,
      "lyap_volume_max": 0.048633843660354614,
      "frac_above_star": 0.5
    },
    {
      "step": 220,
      "sup_loss": 0.62158131454584,
      "rf_loss": 0.0,
      "total_loss": 0.62158131454584,
      "lyap1_mean": 0.042987048625946045,
      "lyap1_max": 0.0927826538681984,
      "lyap_volume_mean": 0.01487443596124649,
      "lyap_volume_max": 0.04830843210220337,
      "frac_above_star": 0.75
    },
    {
      "step": 221,
      "sup_loss": 0.42269132833618,
      "rf_loss": 0.0,
      "total_loss": 0.42269132833618,
      "lyap1_mean": 0.02818451076745987,
      "lyap1_max": 0.11566256731748581,
      "lyap_volume_mean": 0.0024791229516267776,
      "lyap_volume_max": 0.06895969808101654,
      "frac_above_star": 0.75
    },
    {
      "step": 222,
      "sup_loss": 0.7479391239351192,
      "rf_loss": 0.0,
      "total_loss": 0.7479391239351192,
      "lyap1_mean": 0.023148085922002792,
      "lyap1_max": 0.06518722325563431,
      "lyap_volume_mean": 0.005462518893182278,
      "lyap_volume_max": 0.04338798671960831,
      "frac_above_star": 0.75
    },
    {
      "step": 223,
      "sup_loss": 0.6001771083695556,
      "rf_loss": 0.0,
      "total_loss": 0.6001771083695556,
      "lyap1_mean": 0.040960729122161865,
      "lyap1_max": 0.08484932780265808,
      "lyap_volume_mean": 0.022202949970960617,
      "lyap_volume_max": 0.045085061341524124,
      "frac_above_star": 0.875
    },
    {
      "step": 224,
      "sup_loss": 0.3958176740632432,
      "rf_loss": 0.0,
      "total_loss": 0.3958176740632432,
      "lyap1_mean": 0.005365867167711258,
      "lyap1_max": 0.09669739007949829,
      "lyap_volume_mean": -0.012467041611671448,
      "lyap_volume_max": 0.05183549225330353,
      "frac_above_star": 0.5
    },
    {
      "step": 225,
      "sup_loss": 0.6498093380107892,
      "rf_loss": 0.0,
      "total_loss": 0.6498093380107892,
      "lyap1_mean": 0.0597134530544281,
      "lyap1_max": 0.07567494362592697,
      "lyap_volume_mean": 0.02794344536960125,
      "lyap_volume_max": 0.04754188656806946,
      "frac_above_star": 1.0
    },
    {
      "step": 226,
      "sup_loss": 0.5138853341595554,
      "rf_loss": 0.0,
      "total_loss": 0.5138853341595554,
      "lyap1_mean": 0.035233497619628906,
      "lyap1_max": 0.07778019458055496,
      "lyap_volume_mean": 0.015422982163727283,
      "lyap_volume_max": 0.05208151787519455,
      "frac_above_star": 0.75
    },
    {
      "step": 227,
      "sup_loss": 0.588504009821321,
      "rf_loss": 0.0,
      "total_loss": 0.588504009821321,
      "lyap1_mean": 0.056231461465358734,
      "lyap1_max": 0.10479170829057693,
      "lyap_volume_mean": 0.031486671417951584,
      "lyap_volume_max": 0.047057732939720154,
      "frac_above_star": 1.0
    },
    {
      "step": 228,
      "sup_loss": 0.6209298330925455,
      "rf_loss": 0.0,
      "total_loss": 0.6209298330925455,
      "lyap1_mean": 0.05706421285867691,
      "lyap1_max": 0.08841001987457275,
      "lyap_volume_mean": 0.03265726566314697,
      "lyap_volume_max": 0.058562979102134705,
      "frac_above_star": 0.875
    },
    {
      "step": 229,
      "sup_loss": 0.527916324003784,
      "rf_loss": 0.0,
      "total_loss": 0.527916324003784,
      "lyap1_mean": 0.05781898647546768,
      "lyap1_max": 0.10252804309129715,
      "lyap_volume_mean": 0.02978898584842682,
      "lyap_volume_max": 0.056330714374780655,
      "frac_above_star": 0.875
    },
    {
      "step": 230,
      "sup_loss": 0.3843238352670007,
      "rf_loss": 0.0,
      "total_loss": 0.3843238352670007,
      "lyap1_mean": 0.023217711597681046,
      "lyap1_max": 0.1003313735127449,
      "lyap_volume_mean": 0.0016779489815235138,
      "lyap_volume_max": 0.0690547376871109,
      "frac_above_star": 0.5
    },
    {
      "step": 231,
      "sup_loss": 0.6225054545255035,
      "rf_loss": 0.0,
      "total_loss": 0.6225054545255035,
      "lyap1_mean": 0.04370899498462677,
      "lyap1_max": 0.09915962815284729,
      "lyap_volume_mean": 0.02116980217397213,
      "lyap_volume_max": 0.05012472718954086,
      "frac_above_star": 0.75
    },
    {
      "step": 232,
      "sup_loss": 0.4952004196823367,
      "rf_loss": 0.0,
      "total_loss": 0.4952004196823367,
      "lyap1_mean": 0.04774327576160431,
      "lyap1_max": 0.10268084704875946,
      "lyap_volume_mean": 0.018494663760066032,
      "lyap_volume_max": 0.05715955048799515,
      "frac_above_star": 0.75
    },
    {
      "step": 233,
      "sup_loss": 0.6229233621258774,
      "rf_loss": 0.0,
      "total_loss": 0.6229233621258774,
      "lyap1_mean": 0.061021123081445694,
      "lyap1_max": 0.08642703294754028,
      "lyap_volume_mean": 0.029234953224658966,
      "lyap_volume_max": 0.049864962697029114,
      "frac_above_star": 1.0
    },
    {
      "step": 234,
      "sup_loss": 1.0879520991841791,
      "rf_loss": 0.0,
      "total_loss": 1.0879520991841791,
      "lyap1_mean": 0.022813135758042336,
      "lyap1_max": 0.08784126490354538,
      "lyap_volume_mean": 0.004687000066041946,
      "lyap_volume_max": 0.04445750638842583,
      "frac_above_star": 0.75
    },
    {
      "step": 235,
      "sup_loss": 0.5636237906413633,
      "rf_loss": 0.0,
      "total_loss": 0.5636237906413633,
      "lyap1_mean": 0.023719120770692825,
      "lyap1_max": 0.060611236840486526,
      "lyap_volume_mean": 0.009815098717808723,
      "lyap_volume_max": 0.04940219223499298,
      "frac_above_star": 0.625
    },
    {
      "step": 236,
      "sup_loss": 0.6173077259906351,
      "rf_loss": 0.0,
      "total_loss": 0.6173077259906351,
      "lyap1_mean": 0.03909607231616974,
      "lyap1_max": 0.07772542536258698,
      "lyap_volume_mean": 0.01679936982691288,
      "lyap_volume_max": 0.04749172180891037,
      "frac_above_star": 0.75
    },
    {
      "step": 237,
      "sup_loss": 0.617432960268749,
      "rf_loss": 0.0,
      "total_loss": 0.617432960268749,
      "lyap1_mean": 0.033959176391363144,
      "lyap1_max": 0.0884179025888443,
      "lyap_volume_mean": 0.01088600605726242,
      "lyap_volume_max": 0.051478877663612366,
      "frac_above_star": 0.625
    },
    {
      "step": 238,
      "sup_loss": 0.5045767692262203,
      "rf_loss": 0.0,
      "total_loss": 0.5045767692262203,
      "lyap1_mean": 0.021283786743879318,
      "lyap1_max": 0.0806334912776947,
      "lyap_volume_mean": 0.006970828864723444,
      "lyap_volume_max": 0.044705089181661606,
      "frac_above_star": 0.625
    },
    {
      "step": 239,
      "sup_loss": 0.49550369233480146,
      "rf_loss": 0.0,
      "total_loss": 0.49550369233480146,
      "lyap1_mean": 0.042774446308612823,
      "lyap1_max": 0.09194646775722504,
      "lyap_volume_mean": 0.016046589240431786,
      "lyap_volume_max": 0.047486092895269394,
      "frac_above_star": 0.75
    },
    {
      "step": 240,
      "sup_loss": 0.4438245860543442,
      "rf_loss": 0.0,
      "total_loss": 0.4438245860543442,
      "lyap1_mean": 0.01253908034414053,
      "lyap1_max": 0.07018233835697174,
      "lyap_volume_mean": -0.0023251953534781933,
      "lyap_volume_max": 0.045866381376981735,
      "frac_above_star": 0.5
    },
    {
      "step": 241,
      "sup_loss": 0.5787875923819082,
      "rf_loss": 0.0,
      "total_loss": 0.5787875923819082,
      "lyap1_mean": 0.03521269932389259,
      "lyap1_max": 0.07220197468996048,
      "lyap_volume_mean": 0.015286840498447418,
      "lyap_volume_max": 0.04309973865747452,
      "frac_above_star": 0.75
    },
    {
      "step": 242,
      "sup_loss": 0.5108978222561104,
      "rf_loss": 0.0,
      "total_loss": 0.5108978222561104,
      "lyap1_mean": 0.025962918996810913,
      "lyap1_max": 0.10788099467754364,
      "lyap_volume_mean": 0.004445802420377731,
      "lyap_volume_max": 0.05408482253551483,
      "frac_above_star": 0.625
    },
    {
      "step": 243,
      "sup_loss": 0.4532210400739609,
      "rf_loss": 0.0,
      "total_loss": 0.4532210400739609,
      "lyap1_mean": 0.035794444382190704,
      "lyap1_max": 0.13872173428535461,
      "lyap_volume_mean": 0.005425906740128994,
      "lyap_volume_max": 0.048206016421318054,
      "frac_above_star": 0.875
    },
    {
      "step": 244,
      "sup_loss": 0.6212603123749806,
      "rf_loss": 0.0,
      "total_loss": 0.6212603123749806,
      "lyap1_mean": 0.02168402075767517,
      "lyap1_max": 0.059545982629060745,
      "lyap_volume_mean": 0.013223049230873585,
      "lyap_volume_max": 0.045334652066230774,
      "frac_above_star": 0.75
    },
    {
      "step": 245,
      "sup_loss": 0.4935459886584485,
      "rf_loss": 0.0,
      "total_loss": 0.4935459886584485,
      "lyap1_mean": 0.04096267744898796,
      "lyap1_max": 0.07407962530851364,
      "lyap_volume_mean": 0.018066836521029472,
      "lyap_volume_max": 0.04676271975040436,
      "frac_above_star": 0.75
    },
    {
      "step": 246,
      "sup_loss": 0.6370954056505634,
      "rf_loss": 0.0,
      "total_loss": 0.6370954056505634,
      "lyap1_mean": 0.036566659808158875,
      "lyap1_max": 0.08043558895587921,
      "lyap_volume_mean": 0.021153390407562256,
      "lyap_volume_max": 0.04205002263188362,
      "frac_above_star": 0.875
    },
    {
      "step": 247,
      "sup_loss": 0.4668440970901603,
      "rf_loss": 0.0,
      "total_loss": 0.4668440970901603,
      "lyap1_mean": 0.020552856847643852,
      "lyap1_max": 0.06605502963066101,
      "lyap_volume_mean": 0.0045789871364831924,
      "lyap_volume_max": 0.048388995230197906,
      "frac_above_star": 0.625
    },
    {
      "step": 248,
      "sup_loss": 0.5268246329767129,
      "rf_loss": 0.0,
      "total_loss": 0.5268246329767129,
      "lyap1_mean": 0.05055132880806923,
      "lyap1_max": 0.10479247570037842,
      "lyap_volume_mean": 0.021549053490161896,
      "lyap_volume_max": 0.0623636469244957,
      "frac_above_star": 0.875
    },
    {
      "step": 249,
      "sup_loss": 0.43913718223342474,
      "rf_loss": 0.0,
      "total_loss": 0.43913718223342474,
      "lyap1_mean": 0.016018424183130264,
      "lyap1_max": 0.06589630991220474,
      "lyap_volume_mean": -0.0018377830274403095,
      "lyap_volume_max": 0.036315616220235825,
      "frac_above_star": 0.625
    },
    {
      "step": 250,
      "sup_loss": 0.67865998152543,
      "rf_loss": 0.0,
      "total_loss": 0.67865998152543,
      "lyap1_mean": 0.0575680285692215,
      "lyap1_max": 0.1107921302318573,
      "lyap_volume_mean": 0.03341800719499588,
      "lyap_volume_max": 0.06098078936338425,
      "frac_above_star": 0.875
    },
    {
      "step": 251,
      "sup_loss": 0.46088946962679317,
      "rf_loss": 0.0,
      "total_loss": 0.46088946962679317,
      "lyap1_mean": 0.02158237434923649,
      "lyap1_max": 0.05682598426938057,
      "lyap_volume_mean": 0.004094998352229595,
      "lyap_volume_max": 0.03425183519721031,
      "frac_above_star": 0.75
    },
    {
      "step": 252,
      "sup_loss": 0.5439495882738504,
      "rf_loss": 0.0,
      "total_loss": 0.5439495882738504,
      "lyap1_mean": 0.047782257199287415,
      "lyap1_max": 0.10488314926624298,
      "lyap_volume_mean": 0.017629800364375114,
      "lyap_volume_max": 0.04730026423931122,
      "frac_above_star": 0.75
    },
    {
      "step": 253,
      "sup_loss": 0.4606311691073186,
      "rf_loss": 0.0,
      "total_loss": 0.4606311691073186,
      "lyap1_mean": 0.01769881322979927,
      "lyap1_max": 0.05987069755792618,
      "lyap_volume_mean": -0.002805347554385662,
      "lyap_volume_max": 0.03472111374139786,
      "frac_above_star": 0.75
    },
    {
      "step": 254,
      "sup_loss": 0.5151265808642151,
      "rf_loss": 0.0,
      "total_loss": 0.5151265808642151,
      "lyap1_mean": 0.027379067614674568,
      "lyap1_max": 0.08910340815782547,
      "lyap_volume_mean": 0.006837660446763039,
      "lyap_volume_max": 0.042659252882003784,
      "frac_above_star": 0.625
    },
    {
      "step": 255,
      "sup_loss": 0.6267103520928922,
      "rf_loss": 0.0,
      "total_loss": 0.6267103520928922,
      "lyap1_mean": 0.034396685659885406,
      "lyap1_max": 0.086588054895401,
      "lyap_volume_mean": 0.01322399266064167,
      "lyap_volume_max": 0.041041359305381775,
      "frac_above_star": 0.75
    },
    {
      "step": 256,
      "sup_loss": 0.4929845474797059,
      "rf_loss": 0.0,
      "total_loss": 0.4929845474797059,
      "lyap1_mean": 0.036354098469018936,
      "lyap1_max": 0.09212268888950348,
      "lyap_volume_mean": 0.010814234614372253,
      "lyap_volume_max": 0.0582401379942894,
      "frac_above_star": 0.75
    },
    {
      "step": 257,
      "sup_loss": 0.4185286659984528,
      "rf_loss": 0.0,
      "total_loss": 0.4185286659984528,
      "lyap1_mean": 0.027294181287288666,
      "lyap1_max": 0.11357799172401428,
      "lyap_volume_mean": 0.006846511736512184,
      "lyap_volume_max": 0.04772861301898956,
      "frac_above_star": 0.625
    },
    {
      "step": 258,
      "sup_loss": 0.5719581520632521,
      "rf_loss": 0.0,
      "total_loss": 0.5719581520632521,
      "lyap1_mean": 0.01764080487191677,
      "lyap1_max": 0.07074679434299469,
      "lyap_volume_mean": 0.003952561877667904,
      "lyap_volume_max": 0.03667658567428589,
      "frac_above_star": 0.625
    },
    {
      "step": 259,
      "sup_loss": 0.5341343567323986,
      "rf_loss": 0.0,
      "total_loss": 0.5341343567323986,
      "lyap1_mean": 0.031100261956453323,
      "lyap1_max": 0.08602719753980637,
      "lyap_volume_mean": 0.007721068803220987,
      "lyap_volume_max": 0.038849566131830215,
      "frac_above_star": 0.75
    },
    {
      "step": 260,
      "sup_loss": 0.6262896253323352,
      "rf_loss": 0.0,
      "total_loss": 0.6262896253323352,
      "lyap1_mean": 0.05022244527935982,
      "lyap1_max": 0.0812738686800003,
      "lyap_volume_mean": 0.024057289585471153,
      "lyap_volume_max": 0.052404873073101044,
      "frac_above_star": 0.875
    },
    {
      "step": 261,
      "sup_loss": 0.6090500755039499,
      "rf_loss": 0.0,
      "total_loss": 0.6090500755039499,
      "lyap1_mean": 0.04543239623308182,
      "lyap1_max": 0.07390696555376053,
      "lyap_volume_mean": 0.022618699818849564,
      "lyap_volume_max": 0.05364301800727844,
      "frac_above_star": 0.875
    },
    {
      "step": 262,
      "sup_loss": 0.4528956999839251,
      "rf_loss": 0.0,
      "total_loss": 0.4528956999839251,
      "lyap1_mean": 0.03149580582976341,
      "lyap1_max": 0.09685695916414261,
      "lyap_volume_mean": 0.005050224717706442,
      "lyap_volume_max": 0.051237285137176514,
      "frac_above_star": 0.75
    },
    {
      "step": 263,
      "sup_loss": 0.5533575182323657,
      "rf_loss": 0.0,
      "total_loss": 0.5533575182323657,
      "lyap1_mean": 0.0603531189262867,
      "lyap1_max": 0.09692928194999695,
      "lyap_volume_mean": 0.03299686312675476,
      "lyap_volume_max": 0.05522572621703148,
      "frac_above_star": 0.875
    },
    {
      "step": 264,
      "sup_loss": 0.48046125925754,
      "rf_loss": 0.0,
      "total_loss": 0.48046125925754,
      "lyap1_mean": 0.01913585141301155,
      "lyap1_max": 0.06180627644062042,
      "lyap_volume_mean": 0.0036214939318597317,
      "lyap_volume_max": 0.054945897310972214,
      "frac_above_star": 0.5
    },
    {
      "step": 265,
      "sup_loss": 0.5766992652152139,
      "rf_loss": 0.0,
      "total_loss": 0.5766992652152139,
      "lyap1_mean": 0.03228222206234932,
      "lyap1_max": 0.08022717386484146,
      "lyap_volume_mean": 0.012202683836221695,
      "lyap_volume_max": 0.03484963998198509,
      "frac_above_star": 0.75
    },
    {
      "step": 266,
      "sup_loss": 0.4828350988463765,
      "rf_loss": 0.0,
      "total_loss": 0.4828350988463765,
      "lyap1_mean": 0.02372877672314644,
      "lyap1_max": 0.07655543088912964,
      "lyap_volume_mean": 0.005204314365983009,
      "lyap_volume_max": 0.04376337677240372,
      "frac_above_star": 0.625
    },
    {
      "step": 267,
      "sup_loss": 0.4975295405238466,
      "rf_loss": 0.0,
      "total_loss": 0.4975295405238466,
      "lyap1_mean": 0.01791493222117424,
      "lyap1_max": 0.08759155869483948,
      "lyap_volume_mean": 0.00042208191007375717,
      "lyap_volume_max": 0.049160897731781006,
      "frac_above_star": 0.5
    },
    {
      "step": 268,
      "sup_loss": 0.6094195245712555,
      "rf_loss": 0.0,
      "total_loss": 0.6094195245712555,
      "lyap1_mean": 0.046920690685510635,
      "lyap1_max": 0.08632692694664001,
      "lyap_volume_mean": 0.027740634977817535,
      "lyap_volume_max": 0.05482730641961098,
      "frac_above_star": 0.875
    },
    {
      "step": 269,
      "sup_loss": 0.5107628171628374,
      "rf_loss": 0.0,
      "total_loss": 0.5107628171628374,
      "lyap1_mean": 0.019093018025159836,
      "lyap1_max": 0.11392827332019806,
      "lyap_volume_mean": 0.0022174534387886524,
      "lyap_volume_max": 0.06322848796844482,
      "frac_above_star": 0.5
    },
    {
      "step": 270,
      "sup_loss": 0.6396734233635318,
      "rf_loss": 0.0,
      "total_loss": 0.6396734233635318,
      "lyap1_mean": 0.047351397573947906,
      "lyap1_max": 0.09979793429374695,
      "lyap_volume_mean": 0.027291713282465935,
      "lyap_volume_max": 0.047020524740219116,
      "frac_above_star": 0.875
    },
    {
      "step": 271,
      "sup_loss": 0.4795652315016459,
      "rf_loss": 0.0,
      "total_loss": 0.4795652315016459,
      "lyap1_mean": 0.03972877562046051,
      "lyap1_max": 0.08698388189077377,
      "lyap_volume_mean": 0.019799036905169487,
      "lyap_volume_max": 0.06739215552806854,
      "frac_above_star": 0.75
    },
    {
      "step": 272,
      "sup_loss": 0.5755659890891769,
      "rf_loss": 0.0,
      "total_loss": 0.5755659890891769,
      "lyap1_mean": 0.039741527289152145,
      "lyap1_max": 0.07987970858812332,
      "lyap_volume_mean": 0.01911599561572075,
      "lyap_volume_max": 0.05243130773305893,
      "frac_above_star": 0.75
    },
    {
      "step": 273,
      "sup_loss": 0.6012968895258237,
      "rf_loss": 0.0,
      "total_loss": 0.6012968895258237,
      "lyap1_mean": 0.03987674042582512,
      "lyap1_max": 0.09028541296720505,
      "lyap_volume_mean": 0.019964205101132393,
      "lyap_volume_max": 0.049403540790081024,
      "frac_above_star": 0.75
    },
    {
      "step": 274,
      "sup_loss": 0.5712178693536076,
      "rf_loss": 0.0,
      "total_loss": 0.5712178693536076,
      "lyap1_mean": 0.02292049303650856,
      "lyap1_max": 0.07310151308774948,
      "lyap_volume_mean": 0.009781708009541035,
      "lyap_volume_max": 0.05211016908288002,
      "frac_above_star": 0.75
    },
    {
      "step": 275,
      "sup_loss": 0.5372743508963366,
      "rf_loss": 0.0,
      "total_loss": 0.5372743508963366,
      "lyap1_mean": 0.039970479905605316,
      "lyap1_max": 0.07603651285171509,
      "lyap_volume_mean": 0.020471006631851196,
      "lyap_volume_max": 0.062143001705408096,
      "frac_above_star": 0.875
    },
    {
      "step": 276,
      "sup_loss": 0.5997849086075387,
      "rf_loss": 0.0,
      "total_loss": 0.5997849086075387,
      "lyap1_mean": 0.024010714143514633,
      "lyap1_max": 0.06808454543352127,
      "lyap_volume_mean": 0.007694981060922146,
      "lyap_volume_max": 0.04146542400121689,
      "frac_above_star": 0.75
    },
    {
      "step": 277,
      "sup_loss": 0.4487493146765637,
      "rf_loss": 0.0,
      "total_loss": 0.4487493146765637,
      "lyap1_mean": 0.03329505771398544,
      "lyap1_max": 0.08615826815366745,
      "lyap_volume_mean": 0.018912069499492645,
      "lyap_volume_max": 0.06173744425177574,
      "frac_above_star": 0.75
    },
    {
      "step": 278,
      "sup_loss": 0.46867007431139857,
      "rf_loss": 0.0,
      "total_loss": 0.46867007431139857,
      "lyap1_mean": 0.011139921844005585,
      "lyap1_max": 0.05675503984093666,
      "lyap_volume_mean": -0.007308083586394787,
      "lyap_volume_max": 0.0418676882982254,
      "frac_above_star": 0.625
    },
    {
      "step": 279,
      "sup_loss": 0.5670781660553326,
      "rf_loss": 0.0,
      "total_loss": 0.5670781660553326,
      "lyap1_mean": 0.03952686861157417,
      "lyap1_max": 0.08259036391973495,
      "lyap_volume_mean": 0.01929936371743679,
      "lyap_volume_max": 0.05278836190700531,
      "frac_above_star": 0.875
    },
    {
      "step": 280,
      "sup_loss": 0.6340397451097854,
      "rf_loss": 0.0,
      "total_loss": 0.6340397451097854,
      "lyap1_mean": 0.055364590138196945,
      "lyap1_max": 0.0793992429971695,
      "lyap_volume_mean": 0.03031965345144272,
      "lyap_volume_max": 0.047433868050575256,
      "frac_above_star": 1.0
    },
    {
      "step": 281,
      "sup_loss": 0.6314942886258398,
      "rf_loss": 0.0,
      "total_loss": 0.6314942886258398,
      "lyap1_mean": 0.053046856075525284,
      "lyap1_max": 0.095408134162426,
      "lyap_volume_mean": 0.025361724197864532,
      "lyap_volume_max": 0.04789009317755699,
      "frac_above_star": 0.875
    },
    {
      "step": 282,
      "sup_loss": 0.49927189641039654,
      "rf_loss": 0.0,
      "total_loss": 0.49927189641039654,
      "lyap1_mean": 0.0350821390748024,
      "lyap1_max": 0.13782809674739838,
      "lyap_volume_mean": 0.008295590989291668,
      "lyap_volume_max": 0.054634030908346176,
      "frac_above_star": 0.625
    },
    {
      "step": 283,
      "sup_loss": 0.515225122071256,
      "rf_loss": 0.0,
      "total_loss": 0.515225122071256,
      "lyap1_mean": 0.03769848495721817,
      "lyap1_max": 0.07752884924411774,
      "lyap_volume_mean": 0.014436708763241768,
      "lyap_volume_max": 0.03949437662959099,
      "frac_above_star": 0.875
    },
    {
      "step": 284,
      "sup_loss": 0.7178197716172936,
      "rf_loss": 0.0,
      "total_loss": 0.7178197716172936,
      "lyap1_mean": 0.04378137364983559,
      "lyap1_max": 0.06852743774652481,
      "lyap_volume_mean": 0.025037210434675217,
      "lyap_volume_max": 0.046155523508787155,
      "frac_above_star": 1.0
    },
    {
      "step": 285,
      "sup_loss": 0.4906392712735846,
      "rf_loss": 0.0,
      "total_loss": 0.4906392712735846,
      "lyap1_mean": 0.03236556053161621,
      "lyap1_max": 0.10558108985424042,
      "lyap_volume_mean": 0.007340244948863983,
      "lyap_volume_max": 0.045864783227443695,
      "frac_above_star": 0.625
    },
    {
      "step": 286,
      "sup_loss": 0.30904260529173244,
      "rf_loss": 0.0,
      "total_loss": 0.30904260529173244,
      "lyap1_mean": -0.0038437480106949806,
      "lyap1_max": 0.08941254764795303,
      "lyap_volume_mean": -0.01975516974925995,
      "lyap_volume_max": 0.04999225586652756,
      "frac_above_star": 0.375
    },
    {
      "step": 287,
      "sup_loss": 0.5868355688625612,
      "rf_loss": 0.0,
      "total_loss": 0.5868355688625612,
      "lyap1_mean": 0.05213720351457596,
      "lyap1_max": 0.08906061202287674,
      "lyap_volume_mean": 0.022801874205470085,
      "lyap_volume_max": 0.04781445860862732,
      "frac_above_star": 0.875
    },
    {
      "step": 288,
      "sup_loss": 0.5277374609716969,
      "rf_loss": 0.0,
      "total_loss": 0.5277374609716969,
      "lyap1_mean": 0.01641065441071987,
      "lyap1_max": 0.06358766555786133,
      "lyap_volume_mean": 0.000723943579941988,
      "lyap_volume_max": 0.046661682426929474,
      "frac_above_star": 0.5
    },
    {
      "step": 289,
      "sup_loss": 0.5260146424683487,
      "rf_loss": 0.0,
      "total_loss": 0.5260146424683487,
      "lyap1_mean": 0.016322992742061615,
      "lyap1_max": 0.06363545358181,
      "lyap_volume_mean": 0.0013117250055074692,
      "lyap_volume_max": 0.04705563187599182,
      "frac_above_star": 0.625
    },
    {
      "step": 290,
      "sup_loss": 0.5563494311729245,
      "rf_loss": 0.0,
      "total_loss": 0.5563494311729245,
      "lyap1_mean": 0.06766698509454727,
      "lyap1_max": 0.12017817050218582,
      "lyap_volume_mean": 0.03479810804128647,
      "lyap_volume_max": 0.06880754232406616,
      "frac_above_star": 0.875
    },
    {
      "step": 291,
      "sup_loss": 0.5110764333408021,
      "rf_loss": 0.0,
      "total_loss": 0.5110764333408021,
      "lyap1_mean": 0.02273027040064335,
      "lyap1_max": 0.11354649066925049,
      "lyap_volume_mean": 0.0018072728998959064,
      "lyap_volume_max": 0.05308769270777702,
      "frac_above_star": 0.5
    },
    {
      "step": 292,
      "sup_loss": 0.46190676008071796,
      "rf_loss": 0.0,
      "total_loss": 0.46190676008071796,
      "lyap1_mean": 0.008370713330805302,
      "lyap1_max": 0.057158902287483215,
      "lyap_volume_mean": -0.004829633980989456,
      "lyap_volume_max": 0.04084888845682144,
      "frac_above_star": 0.5
    },
    {
      "step": 293,
      "sup_loss": 0.3399093548679476,
      "rf_loss": 0.0,
      "total_loss": 0.3399093548679476,
      "lyap1_mean": -0.00990286935120821,
      "lyap1_max": 0.08201558887958527,
      "lyap_volume_mean": -0.016575712710618973,
      "lyap_volume_max": 0.053649283945560455,
      "frac_above_star": 0.375
    },
    {
      "step": 294,
      "sup_loss": 0.47478537851581537,
      "rf_loss": 0.0,
      "total_loss": 0.47478537851581537,
      "lyap1_mean": 0.03125360980629921,
      "lyap1_max": 0.0934595838189125,
      "lyap_volume_mean": 0.008348632603883743,
      "lyap_volume_max": 0.047116972506046295,
      "frac_above_star": 0.625
    },
    {
      "step": 295,
      "sup_loss": 0.3603445569087064,
      "rf_loss": 0.0,
      "total_loss": 0.3603445569087064,
      "lyap1_mean": 0.017516247928142548,
      "lyap1_max": 0.10158482193946838,
      "lyap_volume_mean": -0.005086478777229786,
      "lyap_volume_max": 0.04501336067914963,
      "frac_above_star": 0.5
    },
    {
      "step": 296,
      "sup_loss": 0.6765818396839001,
      "rf_loss": 0.0,
      "total_loss": 0.6765818396839001,
      "lyap1_mean": 0.041731975972652435,
      "lyap1_max": 0.09014317393302917,
      "lyap_volume_mean": 0.022093094885349274,
      "lyap_volume_max": 0.046854157000780106,
      "frac_above_star": 1.0
    },
    {
      "step": 297,
      "sup_loss": 0.4824604938260177,
      "rf_loss": 0.0,
      "total_loss": 0.4824604938260177,
      "lyap1_mean": 0.03929673880338669,
      "lyap1_max": 0.06227724626660347,
      "lyap_volume_mean": 0.011199136264622211,
      "lyap_volume_max": 0.03955695033073425,
      "frac_above_star": 0.875
    },
    {
      "step": 298,
      "sup_loss": 0.530566549052784,
      "rf_loss": 0.0,
      "total_loss": 0.530566549052784,
      "lyap1_mean": 0.04187702387571335,
      "lyap1_max": 0.08271538466215134,
      "lyap_volume_mean": 0.018583502620458603,
      "lyap_volume_max": 0.06468390673398972,
      "frac_above_star": 0.75
    },
    {
      "step": 299,
      "sup_loss": 0.34619999120222344,
      "rf_loss": 0.0,
      "total_loss": 0.34619999120222344,
      "lyap1_mean": 0.019666071981191635,
      "lyap1_max": 0.07659058272838593,
      "lyap_volume_mean": 0.0007444480434060097,
      "lyap_volume_max": 0.04498949274420738,
      "frac_above_star": 0.625
    },
    {
      "step": 300,
      "sup_loss": 0.4768478404331437,
      "rf_loss": 0.0,
      "total_loss": 0.4768478404331437,
      "lyap1_mean": 0.01719895377755165,
      "lyap1_max": 0.06426695734262466,
      "lyap_volume_mean": 0.0014319161418825388,
      "lyap_volume_max": 0.0408896766602993,
      "frac_above_star": 0.625
    },
    {
      "step": 301,
      "sup_loss": 0.5598711513885289,
      "rf_loss": 0.0,
      "total_loss": 0.5598711513885289,
      "lyap1_mean": 0.02097628265619278,
      "lyap1_max": 0.0819859504699707,
      "lyap_volume_mean": 0.0023893583565950394,
      "lyap_volume_max": 0.04090903699398041,
      "frac_above_star": 0.5
    },
    {
      "step": 302,
      "sup_loss": 0.533872026855122,
      "rf_loss": 0.0,
      "total_loss": 0.533872026855122,
      "lyap1_mean": 0.026832571253180504,
      "lyap1_max": 0.05775035172700882,
      "lyap_volume_mean": 0.009250223636627197,
      "lyap_volume_max": 0.03733392804861069,
      "frac_above_star": 0.75
    },
    {
      "step": 303,
      "sup_loss": 0.5896266223580623,
      "rf_loss": 0.0,
      "total_loss": 0.5896266223580623,
      "lyap1_mean": 0.019263938069343567,
      "lyap1_max": 0.057143937796354294,
      "lyap_volume_mean": 0.004897264763712883,
      "lyap_volume_max": 0.034207772463560104,
      "frac_above_star": 0.875
    },
    {
      "step": 304,
      "sup_loss": 0.47631145313184614,
      "rf_loss": 0.0,
      "total_loss": 0.47631145313184614,
      "lyap1_mean": 0.025932511314749718,
      "lyap1_max": 0.07443904131650925,
      "lyap_volume_mean": 0.0016650697216391563,
      "lyap_volume_max": 0.04035378247499466,
      "frac_above_star": 0.625
    },
    {
      "step": 305,
      "sup_loss": 0.41524653360315705,
      "rf_loss": 0.0,
      "total_loss": 0.41524653360315705,
      "lyap1_mean": 0.01160168182104826,
      "lyap1_max": 0.0769619271159172,
      "lyap_volume_mean": -0.005256658885627985,
      "lyap_volume_max": 0.04217462241649628,
      "frac_above_star": 0.375
    },
    {
      "step": 306,
      "sup_loss": 0.5604401022295169,
      "rf_loss": 0.0,
      "total_loss": 0.5604401022295169,
      "lyap1_mean": 0.026234010234475136,
      "lyap1_max": 0.06054080277681351,
      "lyap_volume_mean": 0.00947500392794609,
      "lyap_volume_max": 0.03392722085118294,
      "frac_above_star": 0.75
    },
    {
      "step": 307,
      "sup_loss": 0.5524382962870805,
      "rf_loss": 0.0,
      "total_loss": 0.5524382962870805,
      "lyap1_mean": 0.0519213005900383,
      "lyap1_max": 0.09674442559480667,
      "lyap_volume_mean": 0.017207972705364227,
      "lyap_volume_max": 0.04531355947256088,
      "frac_above_star": 0.875
    },
    {
      "step": 308,
      "sup_loss": 0.49093339261866786,
      "rf_loss": 0.0,
      "total_loss": 0.49093339261866786,
      "lyap1_mean": 0.016700178384780884,
      "lyap1_max": 0.0672711655497551,
      "lyap_volume_mean": 0.0007651220075786114,
      "lyap_volume_max": 0.05385614559054375,
      "frac_above_star": 0.5
    },
    {
      "step": 309,
      "sup_loss": 0.6321770314058373,
      "rf_loss": 0.0,
      "total_loss": 0.6321770314058373,
      "lyap1_mean": 0.04635193943977356,
      "lyap1_max": 0.09457743167877197,
      "lyap_volume_mean": 0.027193987742066383,
      "lyap_volume_max": 0.05721182003617287,
      "frac_above_star": 0.875
    },
    {
      "step": 310,
      "sup_loss": 0.5283892349629077,
      "rf_loss": 0.0,
      "total_loss": 0.5283892349629077,
      "lyap1_mean": 0.02345617301762104,
      "lyap1_max": 0.05325722694396973,
      "lyap_volume_mean": 0.0020462749525904655,
      "lyap_volume_max": 0.024104047566652298,
      "frac_above_star": 0.75
    },
    {
      "step": 311,
      "sup_loss": 0.7702168106366213,
      "rf_loss": 0.0,
      "total_loss": 0.7702168106366213,
      "lyap1_mean": 0.02820347249507904,
      "lyap1_max": 0.0992017462849617,
      "lyap_volume_mean": 0.006688605062663555,
      "lyap_volume_max": 0.051847755908966064,
      "frac_above_star": 0.75
    },
    {
      "step": 312,
      "sup_loss": 0.48526306072909625,
      "rf_loss": 0.0,
      "total_loss": 0.48526306072909625,
      "lyap1_mean": 0.02177911065518856,
      "lyap1_max": 0.07730910181999207,
      "lyap_volume_mean": 0.0098194545134902,
      "lyap_volume_max": 0.060432061553001404,
      "frac_above_star": 0.625
    },
    {
      "step": 313,
      "sup_loss": 0.49932289479972936,
      "rf_loss": 0.0,
      "total_loss": 0.49932289479972936,
      "lyap1_mean": 0.052655287086963654,
      "lyap1_max": 0.1266862452030182,
      "lyap_volume_mean": 0.023382343351840973,
      "lyap_volume_max": 0.060892969369888306,
      "frac_above_star": 0.75
    },
    {
      "step": 314,
      "sup_loss": 0.6507852961865636,
      "rf_loss": 0.0,
      "total_loss": 0.6507852961865636,
      "lyap1_mean": 0.044295743107795715,
      "lyap1_max": 0.07019751518964767,
      "lyap_volume_mean": 0.019976697862148285,
      "lyap_volume_max": 0.03737980127334595,
      "frac_above_star": 0.875
    },
    {
      "step": 315,
      "sup_loss": 0.6670289490923644,
      "rf_loss": 0.0,
      "total_loss": 0.6670289490923644,
      "lyap1_mean": 0.04386558011174202,
      "lyap1_max": 0.08024349063634872,
      "lyap_volume_mean": 0.02050498127937317,
      "lyap_volume_max": 0.045533932745456696,
      "frac_above_star": 0.875
    },
    {
      "step": 316,
      "sup_loss": 0.45285344609105227,
      "rf_loss": 0.0,
      "total_loss": 0.45285344609105227,
      "lyap1_mean": 0.023493943735957146,
      "lyap1_max": 0.09493540227413177,
      "lyap_volume_mean": 0.0034173615276813507,
      "lyap_volume_max": 0.050398148596286774,
      "frac_above_star": 0.625
    },
    {
      "step": 317,
      "sup_loss": 0.6383589836085802,
      "rf_loss": 0.0,
      "total_loss": 0.6383589836085802,
      "lyap1_mean": 0.05443498119711876,
      "lyap1_max": 0.10177221894264221,
      "lyap_volume_mean": 0.026543304324150085,
      "lyap_volume_max": 0.058953091502189636,
      "frac_above_star": 0.875
    },
    {
      "step": 318,
      "sup_loss": 0.6340158019199733,
      "rf_loss": 0.0,
      "total_loss": 0.6340158019199733,
      "lyap1_mean": 0.05511663854122162,
      "lyap1_max": 0.09172998368740082,
      "lyap_volume_mean": 0.030727123841643333,
      "lyap_volume_max": 0.052525416016578674,
      "frac_above_star": 0.875
    },
    {
      "step": 319,
      "sup_loss": 0.5894299147686121,
      "rf_loss": 0.0,
      "total_loss": 0.5894299147686121,
      "lyap1_mean": 0.06096121296286583,
      "lyap1_max": 0.11801385134458542,
      "lyap_volume_mean": 0.017694875597953796,
      "lyap_volume_max": 0.05275963619351387,
      "frac_above_star": 0.875
    },
    {
      "step": 320,
      "sup_loss": 0.5058938039047438,
      "rf_loss": 0.0,
      "total_loss": 0.5058938039047438,
      "lyap1_mean": 0.019880833104252815,
      "lyap1_max": 0.10771863907575607,
      "lyap_volume_mean": -0.0003380868583917618,
      "lyap_volume_max": 0.03709913790225983,
      "frac_above_star": 0.625
    },
    {
      "step": 321,
      "sup_loss": 0.4710227764839632,
      "rf_loss": 0.0,
      "total_loss": 0.4710227764839632,
      "lyap1_mean": 0.05417879298329353,
      "lyap1_max": 0.13574522733688354,
      "lyap_volume_mean": 0.019666224718093872,
      "lyap_volume_max": 0.052837979048490524,
      "frac_above_star": 0.875
    },
    {
      "step": 322,
      "sup_loss": 0.5788578801589409,
      "rf_loss": 0.0,
      "total_loss": 0.5788578801589409,
      "lyap1_mean": 0.039912380278110504,
      "lyap1_max": 0.08722025901079178,
      "lyap_volume_mean": 0.01823856122791767,
      "lyap_volume_max": 0.048367951065301895,
      "frac_above_star": 0.875
    },
    {
      "step": 323,
      "sup_loss": 0.5980655088837601,
      "rf_loss": 0.0,
      "total_loss": 0.5980655088837601,
      "lyap1_mean": 0.03130531683564186,
      "lyap1_max": 0.0768844410777092,
      "lyap_volume_mean": 0.01003606989979744,
      "lyap_volume_max": 0.03978108614683151,
      "frac_above_star": 0.875
    },
    {
      "step": 324,
      "sup_loss": 0.6407965004205369,
      "rf_loss": 0.0,
      "total_loss": 0.6407965004205369,
      "lyap1_mean": 0.03999371826648712,
      "lyap1_max": 0.09872106462717056,
      "lyap_volume_mean": 0.01722506433725357,
      "lyap_volume_max": 0.0425240620970726,
      "frac_above_star": 0.75
    },
    {
      "step": 325,
      "sup_loss": 0.5902662833537483,
      "rf_loss": 0.0,
      "total_loss": 0.5902662833537483,
      "lyap1_mean": 0.04541785642504692,
      "lyap1_max": 0.10796088725328445,
      "lyap_volume_mean": 0.018741248175501823,
      "lyap_volume_max": 0.04752033203840256,
      "frac_above_star": 0.75
    },
    {
      "step": 326,
      "sup_loss": 0.7157685997074529,
      "rf_loss": 0.0,
      "total_loss": 0.7157685997074529,
      "lyap1_mean": 0.04890616238117218,
      "lyap1_max": 0.07687919586896896,
      "lyap_volume_mean": 0.02458333596587181,
      "lyap_volume_max": 0.04909558594226837,
      "frac_above_star": 1.0
    },
    {
      "step": 327,
      "sup_loss": 0.522682251889824,
      "rf_loss": 0.0,
      "total_loss": 0.522682251889824,
      "lyap1_mean": 0.029158076271414757,
      "lyap1_max": 0.10432647913694382,
      "lyap_volume_mean": 0.004900109954178333,
      "lyap_volume_max": 0.0430152490735054,
      "frac_above_star": 0.75
    },
    {
      "step": 328,
      "sup_loss": 0.5583888487520353,
      "rf_loss": 0.0,
      "total_loss": 0.5583888487520353,
      "lyap1_mean": 0.04009924456477165,
      "lyap1_max": 0.09547416865825653,
      "lyap_volume_mean": 0.013870994560420513,
      "lyap_volume_max": 0.03895307704806328,
      "frac_above_star": 0.875
    },
    {
      "step": 329,
      "sup_loss": 0.5449651931968779,
      "rf_loss": 0.0,
      "total_loss": 0.5449651931968779,
      "lyap1_mean": 0.04084395617246628,
      "lyap1_max": 0.13573555648326874,
      "lyap_volume_mean": 0.020467478781938553,
      "lyap_volume_max": 0.04963923245668411,
      "frac_above_star": 0.75
    },
    {
      "step": 330,
      "sup_loss": 0.5150618083763134,
      "rf_loss": 0.0,
      "total_loss": 0.5150618083763134,
      "lyap1_mean": 0.028009306639432907,
      "lyap1_max": 0.07199067622423172,
      "lyap_volume_mean": 0.010767756029963493,
      "lyap_volume_max": 0.048558760434389114,
      "frac_above_star": 0.75
    },
    {
      "step": 331,
      "sup_loss": 0.6530643794921137,
      "rf_loss": 0.0,
      "total_loss": 0.6530643794921137,
      "lyap1_mean": 0.04286947846412659,
      "lyap1_max": 0.13338826596736908,
      "lyap_volume_mean": 0.021023506298661232,
      "lyap_volume_max": 0.052962444722652435,
      "frac_above_star": 1.0
    },
    {
      "step": 332,
      "sup_loss": 0.5100457421664275,
      "rf_loss": 0.0,
      "total_loss": 0.5100457421664275,
      "lyap1_mean": 0.039957281202077866,
      "lyap1_max": 0.09028933197259903,
      "lyap_volume_mean": 0.0149356285110116,
      "lyap_volume_max": 0.04656579717993736,
      "frac_above_star": 0.75
    },
    {
      "step": 333,
      "sup_loss": 0.4487246237156237,
      "rf_loss": 0.0,
      "total_loss": 0.4487246237156237,
      "lyap1_mean": 0.03946852684020996,
      "lyap1_max": 0.07794710248708725,
      "lyap_volume_mean": 0.010926369577646255,
      "lyap_volume_max": 0.04431820660829544,
      "frac_above_star": 0.75
    },
    {
      "step": 334,
      "sup_loss": 0.5189211646223599,
      "rf_loss": 0.0,
      "total_loss": 0.5189211646223599,
      "lyap1_mean": 0.04879635199904442,
      "lyap1_max": 0.08917148411273956,
      "lyap_volume_mean": 0.020380761474370956,
      "lyap_volume_max": 0.04035498946905136,
      "frac_above_star": 0.875
    },
    {
      "step": 335,
      "sup_loss": 0.5352240228220436,
      "rf_loss": 0.0,
      "total_loss": 0.5352240228220436,
      "lyap1_mean": 0.04973481595516205,
      "lyap1_max": 0.10871164500713348,
      "lyap_volume_mean": 0.019924692809581757,
      "lyap_volume_max": 0.05439494550228119,
      "frac_above_star": 0.875
    },
    {
      "step": 336,
      "sup_loss": 0.4368132234392482,
      "rf_loss": 0.0,
      "total_loss": 0.4368132234392482,
      "lyap1_mean": 0.03453599661588669,
      "lyap1_max": 0.07106928527355194,
      "lyap_volume_mean": 0.015131760388612747,
      "lyap_volume_max": 0.048746444284915924,
      "frac_above_star": 0.625
    },
    {
      "step": 337,
      "sup_loss": 0.5461355745338506,
      "rf_loss": 0.0,
      "total_loss": 0.5461355745338506,
      "lyap1_mean": 0.036973487585783005,
      "lyap1_max": 0.09104488044977188,
      "lyap_volume_mean": 0.015314999967813492,
      "lyap_volume_max": 0.04935193061828613,
      "frac_above_star": 0.875
    },
    {
      "step": 338,
      "sup_loss": 0.3950949134112525,
      "rf_loss": 0.0,
      "total_loss": 0.3950949134112525,
      "lyap1_mean": 0.007949138060212135,
      "lyap1_max": 0.06919033080339432,
      "lyap_volume_mean": -0.008237146772444248,
      "lyap_volume_max": 0.03554428741335869,
      "frac_above_star": 0.5
    },
    {
      "step": 339,
      "sup_loss": 0.4862145157443606,
      "rf_loss": 0.0,
      "total_loss": 0.4862145157443606,
      "lyap1_mean": 0.015744034200906754,
      "lyap1_max": 0.08495885878801346,
      "lyap_volume_mean": 0.0026035630144178867,
      "lyap_volume_max": 0.04834090918302536,
      "frac_above_star": 0.625
    },
    {
      "step": 340,
      "sup_loss": 0.5011022411439874,
      "rf_loss": 0.0,
      "total_loss": 0.5011022411439874,
      "lyap1_mean": 0.02167130820453167,
      "lyap1_max": 0.0805685892701149,
      "lyap_volume_mean": 0.007078496739268303,
      "lyap_volume_max": 0.05873768776655197,
      "frac_above_star": 0.625
    },
    {
      "step": 341,
      "sup_loss": 0.5338492842145703,
      "rf_loss": 0.0,
      "total_loss": 0.5338492842145703,
      "lyap1_mean": 0.03196275979280472,
      "lyap1_max": 0.08266913890838623,
      "lyap_volume_mean": 0.01625550352036953,
      "lyap_volume_max": 0.060890376567840576,
      "frac_above_star": 0.75
    },
    {
      "step": 342,
      "sup_loss": 0.5709129882403251,
      "rf_loss": 0.0,
      "total_loss": 0.5709129882403251,
      "lyap1_mean": 0.04123460501432419,
      "lyap1_max": 0.09354917705059052,
      "lyap_volume_mean": 0.018776193261146545,
      "lyap_volume_max": 0.04769644886255264,
      "frac_above_star": 0.875
    },
    {
      "step": 343,
      "sup_loss": 0.458102038478862,
      "rf_loss": 0.0,
      "total_loss": 0.458102038478862,
      "lyap1_mean": 0.02668931894004345,
      "lyap1_max": 0.0850025862455368,
      "lyap_volume_mean": 0.004224820993840694,
      "lyap_volume_max": 0.039651498198509216,
      "frac_above_star": 0.75
    },
    {
      "step": 344,
      "sup_loss": 0.5452274071099819,
      "rf_loss": 0.0,
      "total_loss": 0.5452274071099819,
      "lyap1_mean": 0.028329413384199142,
      "lyap1_max": 0.09615139663219452,
      "lyap_volume_mean": 0.006598221138119698,
      "lyap_volume_max": 0.05603604018688202,
      "frac_above_star": 0.75
    },
    {
      "step": 345,
      "sup_loss": 0.6261827589620427,
      "rf_loss": 0.0,
      "total_loss": 0.6261827589620427,
      "lyap1_mean": 0.05571187287569046,
      "lyap1_max": 0.0919325053691864,
      "lyap_volume_mean": 0.033666547387838364,
      "lyap_volume_max": 0.060634516179561615,
      "frac_above_star": 1.0
    },
    {
      "step": 346,
      "sup_loss": 0.5354200956299936,
      "rf_loss": 0.0,
      "total_loss": 0.5354200956299936,
      "lyap1_mean": 0.04064587503671646,
      "lyap1_max": 0.06235454976558685,
      "lyap_volume_mean": 0.01856476068496704,
      "lyap_volume_max": 0.04309941828250885,
      "frac_above_star": 1.0
    },
    {
      "step": 347,
      "sup_loss": 0.5191644055106108,
      "rf_loss": 0.0,
      "total_loss": 0.5191644055106108,
      "lyap1_mean": 0.0280500166118145,
      "lyap1_max": 0.06933894753456116,
      "lyap_volume_mean": 0.008195324800908566,
      "lyap_volume_max": 0.03499770909547806,
      "frac_above_star": 0.75
    },
    {
      "step": 348,
      "sup_loss": 0.5534068735294296,
      "rf_loss": 0.0,
      "total_loss": 0.5534068735294296,
      "lyap1_mean": 0.03524290770292282,
      "lyap1_max": 0.10837742686271667,
      "lyap_volume_mean": 0.010500092059373856,
      "lyap_volume_max": 0.04784269630908966,
      "frac_above_star": 0.75
    },
    {
      "step": 349,
      "sup_loss": 0.5506951424331076,
      "rf_loss": 0.0,
      "total_loss": 0.5506951424331076,
      "lyap1_mean": 0.035124070942401886,
      "lyap1_max": 0.11708354204893112,
      "lyap_volume_mean": 0.010438043624162674,
      "lyap_volume_max": 0.0458214096724987,
      "frac_above_star": 0.75
    },
    {
      "step": 350,
      "sup_loss": 0.7053324580746584,
      "rf_loss": 0.0,
      "total_loss": 0.7053324580746584,
      "lyap1_mean": 0.05699031054973602,
      "lyap1_max": 0.07489264756441116,
      "lyap_volume_mean": 0.02693333476781845,
      "lyap_volume_max": 0.04450501501560211,
      "frac_above_star": 1.0
    },
    {
      "step": 351,
      "sup_loss": 0.5134888550416408,
      "rf_loss": 0.0,
      "total_loss": 0.5134888550416408,
      "lyap1_mean": 0.03344672545790672,
      "lyap1_max": 0.07513470947742462,
      "lyap_volume_mean": 0.011106067337095737,
      "lyap_volume_max": 0.043706297874450684,
      "frac_above_star": 0.75
    },
    {
      "step": 352,
      "sup_loss": 0.4856703488829315,
      "rf_loss": 0.0,
      "total_loss": 0.4856703488829315,
      "lyap1_mean": 0.016081873327493668,
      "lyap1_max": 0.05574685335159302,
      "lyap_volume_mean": 0.001633048290386796,
      "lyap_volume_max": 0.04550231248140335,
      "frac_above_star": 0.75
    },
    {
      "step": 353,
      "sup_loss": 0.5675630949296896,
      "rf_loss": 0.0,
      "total_loss": 0.5675630949296896,
      "lyap1_mean": 0.029871836304664612,
      "lyap1_max": 0.06720949709415436,
      "lyap_volume_mean": 0.013966511934995651,
      "lyap_volume_max": 0.04795830696821213,
      "frac_above_star": 0.75
    },
    {
      "step": 354,
      "sup_loss": 0.6127462779640662,
      "rf_loss": 0.0,
      "total_loss": 0.6127462779640662,
      "lyap1_mean": 0.030460137873888016,
      "lyap1_max": 0.07910130172967911,
      "lyap_volume_mean": 0.010847976431250572,
      "lyap_volume_max": 0.04147562384605408,
      "frac_above_star": 0.75
    },
    {
      "step": 355,
      "sup_loss": 0.6418286092777972,
      "rf_loss": 0.0,
      "total_loss": 0.6418286092777972,
      "lyap1_mean": 0.03461099788546562,
      "lyap1_max": 0.0768042504787445,
      "lyap_volume_mean": 0.01840270683169365,
      "lyap_volume_max": 0.062000639736652374,
      "frac_above_star": 0.875
    },
    {
      "step": 356,
      "sup_loss": 0.7077725424629285,
      "rf_loss": 0.0,
      "total_loss": 0.7077725424629285,
      "lyap1_mean": 0.04738569259643555,
      "lyap1_max": 0.07191364467144012,
      "lyap_volume_mean": 0.025343824177980423,
      "lyap_volume_max": 0.04169405251741409,
      "frac_above_star": 1.0
    },
    {
      "step": 357,
      "sup_loss": 0.5156438802627556,
      "rf_loss": 0.0,
      "total_loss": 0.5156438802627556,
      "lyap1_mean": 0.027896352112293243,
      "lyap1_max": 0.07298236340284348,
      "lyap_volume_mean": 0.01520055253058672,
      "lyap_volume_max": 0.05378447100520134,
      "frac_above_star": 0.75
    },
    {
      "step": 358,
      "sup_loss": 0.54837396715598,
      "rf_loss": 0.0,
      "total_loss": 0.54837396715598,
      "lyap1_mean": 0.0322076678276062,
      "lyap1_max": 0.09477103501558304,
      "lyap_volume_mean": 0.013589716516435146,
      "lyap_volume_max": 0.04064501076936722,
      "frac_above_star": 0.75
    },
    {
      "step": 359,
      "sup_loss": 0.485719377494724,
      "rf_loss": 0.0,
      "total_loss": 0.485719377494724,
      "lyap1_mean": 0.021765589714050293,
      "lyap1_max": 0.06547023355960846,
      "lyap_volume_mean": 0.004128319676965475,
      "lyap_volume_max": 0.03631602227687836,
      "frac_above_star": 0.875
    },
    {
      "step": 360,
      "sup_loss": 0.4129108654091338,
      "rf_loss": 0.0,
      "total_loss": 0.4129108654091338,
      "lyap1_mean": 0.03444559499621391,
      "lyap1_max": 0.0744013711810112,
      "lyap_volume_mean": 0.0042195431888103485,
      "lyap_volume_max": 0.04886742681264877,
      "frac_above_star": 0.875
    },
    {
      "step": 361,
      "sup_loss": 0.5618949633773646,
      "rf_loss": 0.0,
      "total_loss": 0.5618949633773646,
      "lyap1_mean": 0.03726832568645477,
      "lyap1_max": 0.0971728041768074,
      "lyap_volume_mean": 0.009918015450239182,
      "lyap_volume_max": 0.040902577340602875,
      "frac_above_star": 0.75
    },
    {
      "step": 362,
      "sup_loss": 0.5844608434540022,
      "rf_loss": 0.0,
      "total_loss": 0.5844608434540022,
      "lyap1_mean": 0.03628707677125931,
      "lyap1_max": 0.07889596372842789,
      "lyap_volume_mean": 0.009365934878587723,
      "lyap_volume_max": 0.03307250142097473,
      "frac_above_star": 0.875
    },
    {
      "step": 363,
      "sup_loss": 0.6828715116851639,
      "rf_loss": 0.0,
      "total_loss": 0.6828715116851639,
      "lyap1_mean": 0.015935009345412254,
      "lyap1_max": 0.07714135944843292,
      "lyap_volume_mean": 0.004052613861858845,
      "lyap_volume_max": 0.04067340865731239,
      "frac_above_star": 0.75
    },
    {
      "step": 364,
      "sup_loss": 0.5741889186882352,
      "rf_loss": 0.0,
      "total_loss": 0.5741889186882352,
      "lyap1_mean": 0.06026311591267586,
      "lyap1_max": 0.1196078360080719,
      "lyap_volume_mean": 0.020843766629695892,
      "lyap_volume_max": 0.0506245382130146,
      "frac_above_star": 1.0
    },
    {
      "step": 365,
      "sup_loss": 0.40853726869988516,
      "rf_loss": 0.0,
      "total_loss": 0.40853726869988516,
      "lyap1_mean": 0.029169319197535515,
      "lyap1_max": 0.06842919439077377,
      "lyap_volume_mean": 0.008873017504811287,
      "lyap_volume_max": 0.04435306414961815,
      "frac_above_star": 0.625
    },
    {
      "step": 366,
      "sup_loss": 0.38970246776138984,
      "rf_loss": 0.0,
      "total_loss": 0.38970246776138984,
      "lyap1_mean": 0.00862372200936079,
      "lyap1_max": 0.09574304521083832,
      "lyap_volume_mean": -0.00808144174516201,
      "lyap_volume_max": 0.036071278154850006,
      "frac_above_star": 0.5
    },
    {
      "step": 367,
      "sup_loss": 0.5650748203575328,
      "rf_loss": 0.0,
      "total_loss": 0.5650748203575328,
      "lyap1_mean": 0.03921321779489517,
      "lyap1_max": 0.10021869838237762,
      "lyap_volume_mean": 0.016551528126001358,
      "lyap_volume_max": 0.04599906504154205,
      "frac_above_star": 0.875
    },
    {
      "step": 368,
      "sup_loss": 0.7077742039742995,
      "rf_loss": 0.0,
      "total_loss": 0.7077742039742995,
      "lyap1_mean": 0.031837522983551025,
      "lyap1_max": 0.08622895926237106,
      "lyap_volume_mean": 0.015105664730072021,
      "lyap_volume_max": 0.053549736738204956,
      "frac_above_star": 0.875
    },
    {
      "step": 369,
      "sup_loss": 0.551768158491417,
      "rf_loss": 0.0,
      "total_loss": 0.551768158491417,
      "lyap1_mean": 0.013482682406902313,
      "lyap1_max": 0.07379845529794693,
      "lyap_volume_mean": -0.00320453941822052,
      "lyap_volume_max": 0.05054367706179619,
      "frac_above_star": 0.5
    },
    {
      "step": 370,
      "sup_loss": 0.550140477035391,
      "rf_loss": 0.0,
      "total_loss": 0.550140477035391,
      "lyap1_mean": 0.03431002423167229,
      "lyap1_max": 0.06176302582025528,
      "lyap_volume_mean": 0.015715869143605232,
      "lyap_volume_max": 0.045047327876091,
      "frac_above_star": 0.875
    },
    {
      "step": 371,
      "sup_loss": 0.4603264455725496,
      "rf_loss": 0.0,
      "total_loss": 0.4603264455725496,
      "lyap1_mean": 0.01894587092101574,
      "lyap1_max": 0.07411984354257584,
      "lyap_volume_mean": 0.0017466824501752853,
      "lyap_volume_max": 0.036027077585458755,
      "frac_above_star": 0.625
    },
    {
      "step": 372,
      "sup_loss": 0.5844090848053329,
      "rf_loss": 0.0,
      "total_loss": 0.5844090848053329,
      "lyap1_mean": 0.02731361798942089,
      "lyap1_max": 0.06603875011205673,
      "lyap_volume_mean": 0.010453624650835991,
      "lyap_volume_max": 0.03242918848991394,
      "frac_above_star": 0.75
    },
    {
      "step": 373,
      "sup_loss": 0.41359123364201744,
      "rf_loss": 0.0,
      "total_loss": 0.41359123364201744,
      "lyap1_mean": 0.01252012513577938,
      "lyap1_max": 0.12292882800102234,
      "lyap_volume_mean": -0.008847209624946117,
      "lyap_volume_max": 0.030828554183244705,
      "frac_above_star": 0.625
    },
    {
      "step": 374,
      "sup_loss": 0.5430645293263939,
      "rf_loss": 0.0,
      "total_loss": 0.5430645293263939,
      "lyap1_mean": 0.03535488247871399,
      "lyap1_max": 0.07343746721744537,
      "lyap_volume_mean": 0.013375791721045971,
      "lyap_volume_max": 0.04519802704453468,
      "frac_above_star": 0.875
    },
    {
      "step": 375,
      "sup_loss": 0.5318313738239028,
      "rf_loss": 0.0,
      "total_loss": 0.5318313738239028,
      "lyap1_mean": 0.03636644780635834,
      "lyap1_max": 0.06210697442293167,
      "lyap_volume_mean": 0.01487504318356514,
      "lyap_volume_max": 0.035810623317956924,
      "frac_above_star": 0.875
    },
    {
      "step": 376,
      "sup_loss": 0.47149353659500676,
      "rf_loss": 0.0,
      "total_loss": 0.47149353659500676,
      "lyap1_mean": 0.011093531735241413,
      "lyap1_max": 0.04345925897359848,
      "lyap_volume_mean": 0.00020405836403369904,
      "lyap_volume_max": 0.02522161230444908,
      "frac_above_star": 0.625
    },
    {
      "step": 377,
      "sup_loss": 0.45506497171880006,
      "rf_loss": 0.0,
      "total_loss": 0.45506497171880006,
      "lyap1_mean": 0.026521729305386543,
      "lyap1_max": 0.06852900236845016,
      "lyap_volume_mean": 0.000271721335593611,
      "lyap_volume_max": 0.03703340142965317,
      "frac_above_star": 0.625
    },
    {
      "step": 378,
      "sup_loss": 0.47172644842332256,
      "rf_loss": 0.0,
      "total_loss": 0.47172644842332256,
      "lyap1_mean": 0.0010911393910646439,
      "lyap1_max": 0.0724916011095047,
      "lyap_volume_mean": -0.008123873732984066,
      "lyap_volume_max": 0.039702534675598145,
      "frac_above_star": 0.5
    },
    {
      "step": 379,
      "sup_loss": 0.5274472567787349,
      "rf_loss": 0.0,
      "total_loss": 0.5274472567787349,
      "lyap1_mean": 0.01389103289693594,
      "lyap1_max": 0.09000424295663834,
      "lyap_volume_mean": -0.002764723729342222,
      "lyap_volume_max": 0.037929825484752655,
      "frac_above_star": 0.5
    },
    {
      "step": 380,
      "sup_loss": 0.516640585344635,
      "rf_loss": 0.0,
      "total_loss": 0.516640585344635,
      "lyap1_mean": 0.03576706349849701,
      "lyap1_max": 0.07411696016788483,
      "lyap_volume_mean": 0.013628615997731686,
      "lyap_volume_max": 0.03836951404809952,
      "frac_above_star": 0.75
    },
    {
      "step": 381,
      "sup_loss": 0.5173683990695619,
      "rf_loss": 0.0,
      "total_loss": 0.5173683990695619,
      "lyap1_mean": 0.034318771213293076,
      "lyap1_max": 0.07993584126234055,
      "lyap_volume_mean": 0.012167555280029774,
      "lyap_volume_max": 0.041627541184425354,
      "frac_above_star": 0.625
    },
    {
      "step": 382,
      "sup_loss": 0.5432060154809084,
      "rf_loss": 0.0,
      "total_loss": 0.5432060154809084,
      "lyap1_mean": 0.03889378160238266,
      "lyap1_max": 0.06424051523208618,
      "lyap_volume_mean": 0.011519390158355236,
      "lyap_volume_max": 0.032363057136535645,
      "frac_above_star": 1.0
    },
    {
      "step": 383,
      "sup_loss": 0.4205030020744603,
      "rf_loss": 0.0,
      "total_loss": 0.4205030020744603,
      "lyap1_mean": 0.011074624955654144,
      "lyap1_max": 0.06694812327623367,
      "lyap_volume_mean": -0.004891498014330864,
      "lyap_volume_max": 0.0455729141831398,
      "frac_above_star": 0.5
    },
    {
      "step": 384,
      "sup_loss": 0.5146488315509339,
      "rf_loss": 0.0,
      "total_loss": 0.5146488315509339,
      "lyap1_mean": 0.03796244412660599,
      "lyap1_max": 0.1159723624587059,
      "lyap_volume_mean": 0.011540057137608528,
      "lyap_volume_max": 0.0419178307056427,
      "frac_above_star": 0.75
    },
    {
      "step": 385,
      "sup_loss": 0.5139837759327738,
      "rf_loss": 0.0,
      "total_loss": 0.5139837759327738,
      "lyap1_mean": 0.026322606950998306,
      "lyap1_max": 0.08761412650346756,
      "lyap_volume_mean": 0.005359323229640722,
      "lyap_volume_max": 0.039906129240989685,
      "frac_above_star": 0.75
    },
    {
      "step": 386,
      "sup_loss": 0.4258813360513577,
      "rf_loss": 0.0,
      "total_loss": 0.4258813360513577,
      "lyap1_mean": 0.011740874499082565,
      "lyap1_max": 0.0953674465417862,
      "lyap_volume_mean": -0.0025265347212553024,
      "lyap_volume_max": 0.05130879953503609,
      "frac_above_star": 0.5
    },
    {
      "step": 387,
      "sup_loss": 0.5700845599987984,
      "rf_loss": 0.0,
      "total_loss": 0.5700845599987984,
      "lyap1_mean": 0.04217277467250824,
      "lyap1_max": 0.06581228226423264,
      "lyap_volume_mean": 0.020314902067184448,
      "lyap_volume_max": 0.03834577277302742,
      "frac_above_star": 0.875
    },
    {
      "step": 388,
      "sup_loss": 0.469775388601096,
      "rf_loss": 0.0,
      "total_loss": 0.469775388601096,
      "lyap1_mean": 0.026599783450365067,
      "lyap1_max": 0.08583302795886993,
      "lyap_volume_mean": 0.003456142731010914,
      "lyap_volume_max": 0.032865557819604874,
      "frac_above_star": 0.875
    },
    {
      "step": 389,
      "sup_loss": 0.4227573259366555,
      "rf_loss": 0.0,
      "total_loss": 0.4227573259366555,
      "lyap1_mean": 0.02793646603822708,
      "lyap1_max": 0.09711186587810516,
      "lyap_volume_mean": 0.006943830288946629,
      "lyap_volume_max": 0.05248686671257019,
      "frac_above_star": 0.625
    },
    {
      "step": 390,
      "sup_loss": 0.46364418953313935,
      "rf_loss": 0.0,
      "total_loss": 0.46364418953313935,
      "lyap1_mean": 0.026434145867824554,
      "lyap1_max": 0.09716395288705826,
      "lyap_volume_mean": 0.009975502267479897,
      "lyap_volume_max": 0.057957157492637634,
      "frac_above_star": 0.75
    },
    {
      "step": 391,
      "sup_loss": 0.4826535498434303,
      "rf_loss": 0.0,
      "total_loss": 0.4826535498434303,
      "lyap1_mean": 0.042883649468421936,
      "lyap1_max": 0.07611028850078583,
      "lyap_volume_mean": 0.013763031922280788,
      "lyap_volume_max": 0.03992733359336853,
      "frac_above_star": 0.75
    },
    {
      "step": 392,
      "sup_loss": 0.6249945250701356,
      "rf_loss": 0.0,
      "total_loss": 0.6249945250701356,
      "lyap1_mean": 0.048103608191013336,
      "lyap1_max": 0.07153750956058502,
      "lyap_volume_mean": 0.021808380261063576,
      "lyap_volume_max": 0.0524519607424736,
      "frac_above_star": 1.0
    },
    {
      "step": 393,
      "sup_loss": 0.600867115496553,
      "rf_loss": 0.0,
      "total_loss": 0.600867115496553,
      "lyap1_mean": 0.04697346314787865,
      "lyap1_max": 0.09531378000974655,
      "lyap_volume_mean": 0.022351372987031937,
      "lyap_volume_max": 0.056445371359586716,
      "frac_above_star": 0.875
    },
    {
      "step": 394,
      "sup_loss": 0.619774247167737,
      "rf_loss": 0.0,
      "total_loss": 0.619774247167737,
      "lyap1_mean": 0.028167761862277985,
      "lyap1_max": 0.06300825625658035,
      "lyap_volume_mean": 0.01187446154654026,
      "lyap_volume_max": 0.03883633017539978,
      "frac_above_star": 0.875
    },
    {
      "step": 395,
      "sup_loss": 0.5692785158218625,
      "rf_loss": 0.0,
      "total_loss": 0.5692785158218625,
      "lyap1_mean": 0.028857074677944183,
      "lyap1_max": 0.07641095668077469,
      "lyap_volume_mean": 0.01358713861554861,
      "lyap_volume_max": 0.041204310953617096,
      "frac_above_star": 0.875
    },
    {
      "step": 396,
      "sup_loss": 0.5412484049234889,
      "rf_loss": 0.0,
      "total_loss": 0.5412484049234889,
      "lyap1_mean": 0.04084217920899391,
      "lyap1_max": 0.10330133140087128,
      "lyap_volume_mean": 0.013430231250822544,
      "lyap_volume_max": 0.06143113225698471,
      "frac_above_star": 1.0
    },
    {
      "step": 397,
      "sup_loss": 0.42332046973535287,
      "rf_loss": 0.0,
      "total_loss": 0.42332046973535287,
      "lyap1_mean": 0.020157085731625557,
      "lyap1_max": 0.09063529968261719,
      "lyap_volume_mean": 0.00021519139409065247,
      "lyap_volume_max": 0.04605105519294739,
      "frac_above_star": 0.625
    },
    {
      "step": 398,
      "sup_loss": 0.5896431357799239,
      "rf_loss": 0.0,
      "total_loss": 0.5896431357799239,
      "lyap1_mean": 0.04927724599838257,
      "lyap1_max": 0.08269419521093369,
      "lyap_volume_mean": 0.03027448058128357,
      "lyap_volume_max": 0.0469781719148159,
      "frac_above_star": 0.875
    },
    {
      "step": 399,
      "sup_loss": 0.4535577717088519,
      "rf_loss": 0.0,
      "total_loss": 0.4535577717088519,
      "lyap1_mean": 0.028760608285665512,
      "lyap1_max": 0.06847015023231506,
      "lyap_volume_mean": 0.0050147478468716145,
      "lyap_volume_max": 0.043065473437309265,
      "frac_above_star": 0.75
    },
    {
      "step": 400,
      "sup_loss": 0.5555806061455297,
      "rf_loss": 0.0,
      "total_loss": 0.5555806061455297,
      "lyap1_mean": 0.031102819368243217,
      "lyap1_max": 0.07582606375217438,
      "lyap_volume_mean": 0.006486143916845322,
      "lyap_volume_max": 0.04181039705872536,
      "frac_above_star": 0.75
    },
    {
      "step": 401,
      "sup_loss": 0.561616405522354,
      "rf_loss": 0.0,
      "total_loss": 0.561616405522354,
      "lyap1_mean": 0.04504042863845825,
      "lyap1_max": 0.07343298196792603,
      "lyap_volume_mean": 0.02021145075559616,
      "lyap_volume_max": 0.043424203991889954,
      "frac_above_star": 0.875
    },
    {
      "step": 402,
      "sup_loss": 0.5550525725128708,
      "rf_loss": 0.0,
      "total_loss": 0.5550525725128708,
      "lyap1_mean": 0.04022379219532013,
      "lyap1_max": 0.09352713078260422,
      "lyap_volume_mean": 0.018994983285665512,
      "lyap_volume_max": 0.04038450866937637,
      "frac_above_star": 0.875
    },
    {
      "step": 403,
      "sup_loss": 0.6044368575683633,
      "rf_loss": 0.0,
      "total_loss": 0.6044368575683633,
      "lyap1_mean": 0.04899867996573448,
      "lyap1_max": 0.08509443700313568,
      "lyap_volume_mean": 0.02560998499393463,
      "lyap_volume_max": 0.04964124411344528,
      "frac_above_star": 0.875
    },
    {
      "step": 404,
      "sup_loss": 0.3785862300242706,
      "rf_loss": 0.0,
      "total_loss": 0.3785862300242706,
      "lyap1_mean": 0.016718443483114243,
      "lyap1_max": 0.10879583656787872,
      "lyap_volume_mean": -0.00487157329916954,
      "lyap_volume_max": 0.03774335980415344,
      "frac_above_star": 0.5
    },
    {
      "step": 405,
      "sup_loss": 0.6195214168368761,
      "rf_loss": 0.0,
      "total_loss": 0.6195214168368761,
      "lyap1_mean": 0.03937099501490593,
      "lyap1_max": 0.06655550003051758,
      "lyap_volume_mean": 0.018518926575779915,
      "lyap_volume_max": 0.04635339230298996,
      "frac_above_star": 0.875
    },
    {
      "step": 406,
      "sup_loss": 0.6653106110870479,
      "rf_loss": 0.0,
      "total_loss": 0.6653106110870479,
      "lyap1_mean": 0.039960846304893494,
      "lyap1_max": 0.08459167182445526,
      "lyap_volume_mean": 0.017660902813076973,
      "lyap_volume_max": 0.0532507561147213,
      "frac_above_star": 0.875
    },
    {
      "step": 407,
      "sup_loss": 0.5312480890297576,
      "rf_loss": 0.0,
      "total_loss": 0.5312480890297576,
      "lyap1_mean": 0.004006454721093178,
      "lyap1_max": 0.04884619638323784,
      "lyap_volume_mean": -0.0045619867742061615,
      "lyap_volume_max": 0.02939268760383129,
      "frac_above_star": 0.5
    },
    {
      "step": 408,
      "sup_loss": 0.4895067050339454,
      "rf_loss": 0.0,
      "total_loss": 0.4895067050339454,
      "lyap1_mean": 0.015247199684381485,
      "lyap1_max": 0.05504029244184494,
      "lyap_volume_mean": 0.001564833801239729,
      "lyap_volume_max": 0.032531220465898514,
      "frac_above_star": 0.625
    },
    {
      "step": 409,
      "sup_loss": 0.6771521650004889,
      "rf_loss": 0.0,
      "total_loss": 0.6771521650004889,
      "lyap1_mean": 0.05824946239590645,
      "lyap1_max": 0.12058304995298386,
      "lyap_volume_mean": 0.032266765832901,
      "lyap_volume_max": 0.0569758340716362,
      "frac_above_star": 0.875
    },
    {
      "step": 410,
      "sup_loss": 0.5566917729523686,
      "rf_loss": 0.0,
      "total_loss": 0.5566917729523686,
      "lyap1_mean": 0.029069989919662476,
      "lyap1_max": 0.06131899356842041,
      "lyap_volume_mean": 0.012228227220475674,
      "lyap_volume_max": 0.034931693226099014,
      "frac_above_star": 0.875
    },
    {
      "step": 411,
      "sup_loss": 0.4514642560117064,
      "rf_loss": 0.0,
      "total_loss": 0.4514642560117064,
      "lyap1_mean": 0.017273781821131706,
      "lyap1_max": 0.0557076558470726,
      "lyap_volume_mean": -8.916447404772043e-05,
      "lyap_volume_max": 0.04459710419178009,
      "frac_above_star": 0.625
    },
    {
      "step": 412,
      "sup_loss": 0.6764617163648186,
      "rf_loss": 0.0,
      "total_loss": 0.6764617163648186,
      "lyap1_mean": 0.048232659697532654,
      "lyap1_max": 0.0940619632601738,
      "lyap_volume_mean": 0.02691034972667694,
      "lyap_volume_max": 0.054535362869501114,
      "frac_above_star": 1.0
    },
    {
      "step": 413,
      "sup_loss": 0.55562058348788,
      "rf_loss": 0.0,
      "total_loss": 0.55562058348788,
      "lyap1_mean": 0.008318588137626648,
      "lyap1_max": 0.042320940643548965,
      "lyap_volume_mean": -0.005496789235621691,
      "lyap_volume_max": 0.035351891070604324,
      "frac_above_star": 0.75
    },
    {
      "step": 414,
      "sup_loss": 0.6028003010825141,
      "rf_loss": 0.0,
      "total_loss": 0.6028003010825141,
      "lyap1_mean": 0.060046371072530746,
      "lyap1_max": 0.08669782429933548,
      "lyap_volume_mean": 0.030450358986854553,
      "lyap_volume_max": 0.04803822934627533,
      "frac_above_star": 1.0
    },
    {
      "step": 415,
      "sup_loss": 0.43904516911528163,
      "rf_loss": 0.0,
      "total_loss": 0.43904516911528163,
      "lyap1_mean": 0.010555313900113106,
      "lyap1_max": 0.07182074338197708,
      "lyap_volume_mean": -0.00265600997954607,
      "lyap_volume_max": 0.03617610037326813,
      "frac_above_star": 0.5
    },
    {
      "step": 416,
      "sup_loss": 0.5408240777495288,
      "rf_loss": 0.0,
      "total_loss": 0.5408240777495288,
      "lyap1_mean": 0.018801942467689514,
      "lyap1_max": 0.05940112844109535,
      "lyap_volume_mean": 0.004078475292772055,
      "lyap_volume_max": 0.026659101247787476,
      "frac_above_star": 0.625
    },
    {
      "step": 417,
      "sup_loss": 0.630657166071416,
      "rf_loss": 0.0,
      "total_loss": 0.630657166071416,
      "lyap1_mean": 0.04679616540670395,
      "lyap1_max": 0.08685732632875443,
      "lyap_volume_mean": 0.024284478276968002,
      "lyap_volume_max": 0.04925939068198204,
      "frac_above_star": 0.875
    },
    {
      "step": 418,
      "sup_loss": 0.545482410813337,
      "rf_loss": 0.0,
      "total_loss": 0.545482410813337,
      "lyap1_mean": 0.039691340178251266,
      "lyap1_max": 0.0821480005979538,
      "lyap_volume_mean": 0.016593940556049347,
      "lyap_volume_max": 0.03992020711302757,
      "frac_above_star": 0.875
    },
    {
      "step": 419,
      "sup_loss": 0.504593626452354,
      "rf_loss": 0.0,
      "total_loss": 0.504593626452354,
      "lyap1_mean": 0.026120221242308617,
      "lyap1_max": 0.06286604702472687,
      "lyap_volume_mean": 0.011179222725331783,
      "lyap_volume_max": 0.04058796539902687,
      "frac_above_star": 0.75
    },
    {
      "step": 420,
      "sup_loss": 0.5648139889736226,
      "rf_loss": 0.0,
      "total_loss": 0.5648139889736226,
      "lyap1_mean": 0.038138195872306824,
      "lyap1_max": 0.08121273666620255,
      "lyap_volume_mean": 0.022503171116113663,
      "lyap_volume_max": 0.05020665377378464,
      "frac_above_star": 0.875
    },
    {
      "step": 421,
      "sup_loss": 0.5427985180040119,
      "rf_loss": 0.0,
      "total_loss": 0.5427985180040119,
      "lyap1_mean": 0.02939583919942379,
      "lyap1_max": 0.06746440380811691,
      "lyap_volume_mean": 0.015657829120755196,
      "lyap_volume_max": 0.04379986971616745,
      "frac_above_star": 0.875
    },
    {
      "step": 422,
      "sup_loss": 0.5354094449855112,
      "rf_loss": 0.0,
      "total_loss": 0.5354094449855112,
      "lyap1_mean": 0.028452306985855103,
      "lyap1_max": 0.0814417153596878,
      "lyap_volume_mean": 0.011706164106726646,
      "lyap_volume_max": 0.040995486080646515,
      "frac_above_star": 0.75
    },
    {
      "step": 423,
      "sup_loss": 0.4927075198589298,
      "rf_loss": 0.0,
      "total_loss": 0.4927075198589298,
      "lyap1_mean": 0.03256133943796158,
      "lyap1_max": 0.07110954821109772,
      "lyap_volume_mean": 0.011000828817486763,
      "lyap_volume_max": 0.04327225685119629,
      "frac_above_star": 0.75
    },
    {
      "step": 424,
      "sup_loss": 0.6665065297237954,
      "rf_loss": 0.0,
      "total_loss": 0.6665065297237954,
      "lyap1_mean": 0.02670213393867016,
      "lyap1_max": 0.07193776965141296,
      "lyap_volume_mean": 0.010509004816412926,
      "lyap_volume_max": 0.04063955694437027,
      "frac_above_star": 0.75
    },
    {
      "step": 425,
      "sup_loss": 0.39738222481919283,
      "rf_loss": 0.0,
      "total_loss": 0.39738222481919283,
      "lyap1_mean": 0.026237498968839645,
      "lyap1_max": 0.07191938906908035,
      "lyap_volume_mean": 0.008474191650748253,
      "lyap_volume_max": 0.041942059993743896,
      "frac_above_star": 0.625
    },
    {
      "step": 426,
      "sup_loss": 0.49550160448064207,
      "rf_loss": 0.0,
      "total_loss": 0.49550160448064207,
      "lyap1_mean": 0.01717648096382618,
      "lyap1_max": 0.0729512944817543,
      "lyap_volume_mean": -0.00031316932290792465,
      "lyap_volume_max": 0.03627389669418335,
      "frac_above_star": 0.625
    },
    {
      "step": 427,
      "sup_loss": 0.5640123106846117,
      "rf_loss": 0.0,
      "total_loss": 0.5640123106846117,
      "lyap1_mean": 0.02967539057135582,
      "lyap1_max": 0.07320678979158401,
      "lyap_volume_mean": 0.012901725247502327,
      "lyap_volume_max": 0.04352660849690437,
      "frac_above_star": 0.75
    },
    {
      "step": 428,
      "sup_loss": 0.5570906629714873,
      "rf_loss": 0.0,
      "total_loss": 0.5570906629714873,
      "lyap1_mean": 0.02564668282866478,
      "lyap1_max": 0.05918147414922714,
      "lyap_volume_mean": 0.006587833631783724,
      "lyap_volume_max": 0.03483939915895462,
      "frac_above_star": 0.875
    },
    {
      "step": 429,
      "sup_loss": 0.648610673383886,
      "rf_loss": 0.0,
      "total_loss": 0.648610673383886,
      "lyap1_mean": 0.041440967470407486,
      "lyap1_max": 0.08516020327806473,
      "lyap_volume_mean": 0.0235409177839756,
      "lyap_volume_max": 0.043281033635139465,
      "frac_above_star": 1.0
    },
    {
      "step": 430,
      "sup_loss": 0.6370483230174087,
      "rf_loss": 0.0,
      "total_loss": 0.6370483230174087,
      "lyap1_mean": 0.05108225345611572,
      "lyap1_max": 0.07305780798196793,
      "lyap_volume_mean": 0.036948688328266144,
      "lyap_volume_max": 0.04833089932799339,
      "frac_above_star": 1.0
    },
    {
      "step": 431,
      "sup_loss": 0.534543788881656,
      "rf_loss": 0.0,
      "total_loss": 0.534543788881656,
      "lyap1_mean": 0.041675351560115814,
      "lyap1_max": 0.08092834055423737,
      "lyap_volume_mean": 0.022308189421892166,
      "lyap_volume_max": 0.05693359300494194,
      "frac_above_star": 0.875
    },
    {
      "step": 432,
      "sup_loss": 0.48917556661732026,
      "rf_loss": 0.0,
      "total_loss": 0.48917556661732026,
      "lyap1_mean": 0.03462334722280502,
      "lyap1_max": 0.09156154096126556,
      "lyap_volume_mean": 0.010725724510848522,
      "lyap_volume_max": 0.05059761554002762,
      "frac_above_star": 0.875
    },
    {
      "step": 433,
      "sup_loss": 0.6893587175879153,
      "rf_loss": 0.0,
      "total_loss": 0.6893587175879153,
      "lyap1_mean": 0.04744111746549606,
      "lyap1_max": 0.09133702516555786,
      "lyap_volume_mean": 0.027945049107074738,
      "lyap_volume_max": 0.056288596242666245,
      "frac_above_star": 0.75
    },
    {
      "step": 434,
      "sup_loss": 0.4368919461989365,
      "rf_loss": 0.0,
      "total_loss": 0.4368919461989365,
      "lyap1_mean": 0.021282494068145752,
      "lyap1_max": 0.08899126946926117,
      "lyap_volume_mean": 0.007715560030192137,
      "lyap_volume_max": 0.04774640500545502,
      "frac_above_star": 0.75
    },
    {
      "step": 435,
      "sup_loss": 0.4195498080764313,
      "rf_loss": 0.0,
      "total_loss": 0.4195498080764313,
      "lyap1_mean": 0.032542191445827484,
      "lyap1_max": 0.07090581208467484,
      "lyap_volume_mean": 0.004654851742088795,
      "lyap_volume_max": 0.03830079361796379,
      "frac_above_star": 0.875
    },
    {
      "step": 436,
      "sup_loss": 0.55523640316509,
      "rf_loss": 0.0,
      "total_loss": 0.55523640316509,
      "lyap1_mean": 0.03487730026245117,
      "lyap1_max": 0.07732328772544861,
      "lyap_volume_mean": 0.019008265808224678,
      "lyap_volume_max": 0.04895324259996414,
      "frac_above_star": 0.875
    },
    {
      "step": 437,
      "sup_loss": 0.5425095716048223,
      "rf_loss": 0.0,
      "total_loss": 0.5425095716048223,
      "lyap1_mean": 0.03959454968571663,
      "lyap1_max": 0.1103772222995758,
      "lyap_volume_mean": 0.018003804609179497,
      "lyap_volume_max": 0.06020326912403107,
      "frac_above_star": 0.75
    },
    {
      "step": 438,
      "sup_loss": 0.5726335064391459,
      "rf_loss": 0.0,
      "total_loss": 0.5726335064391459,
      "lyap1_mean": 0.04884417727589607,
      "lyap1_max": 0.15390275418758392,
      "lyap_volume_mean": 0.01929202862083912,
      "lyap_volume_max": 0.06153348833322525,
      "frac_above_star": 0.75
    },
    {
      "step": 439,
      "sup_loss": 0.5305673156240452,
      "rf_loss": 0.0,
      "total_loss": 0.5305673156240452,
      "lyap1_mean": 0.03121732734143734,
      "lyap1_max": 0.08101825416088104,
      "lyap_volume_mean": 0.010232125408947468,
      "lyap_volume_max": 0.04564519226551056,
      "frac_above_star": 0.75
    },
    {
      "step": 440,
      "sup_loss": 0.7061265989738854,
      "rf_loss": 0.0,
      "total_loss": 0.7061265989738854,
      "lyap1_mean": 0.056285955011844635,
      "lyap1_max": 0.14010092616081238,
      "lyap_volume_mean": 0.035080112516880035,
      "lyap_volume_max": 0.07131712138652802,
      "frac_above_star": 1.0
    },
    {
      "step": 441,
      "sup_loss": 0.5035960178545096,
      "rf_loss": 0.0,
      "total_loss": 0.5035960178545096,
      "lyap1_mean": 0.031949061900377274,
      "lyap1_max": 0.08024214953184128,
      "lyap_volume_mean": 0.008082776330411434,
      "lyap_volume_max": 0.0390513651072979,
      "frac_above_star": 0.625
    },
    {
      "step": 442,
      "sup_loss": 0.5929973953826246,
      "rf_loss": 0.0,
      "total_loss": 0.5929973953826246,
      "lyap1_mean": 0.044554203748703,
      "lyap1_max": 0.0704072043299675,
      "lyap_volume_mean": 0.023385636508464813,
      "lyap_volume_max": 0.04520769417285919,
      "frac_above_star": 1.0
    },
    {
      "step": 443,
      "sup_loss": 0.62432032786501,
      "rf_loss": 0.0,
      "total_loss": 0.62432032786501,
      "lyap1_mean": 0.0557246208190918,
      "lyap1_max": 0.10720152407884598,
      "lyap_volume_mean": 0.029161201789975166,
      "lyap_volume_max": 0.060382358729839325,
      "frac_above_star": 1.0
    },
    {
      "step": 444,
      "sup_loss": 0.589658611672524,
      "rf_loss": 0.0,
      "total_loss": 0.589658611672524,
      "lyap1_mean": 0.03393622115254402,
      "lyap1_max": 0.08441819250583649,
      "lyap_volume_mean": 0.013316608034074306,
      "lyap_volume_max": 0.04714761674404144,
      "frac_above_star": 0.625
    },
    {
      "step": 445,
      "sup_loss": 0.6124228336914261,
      "rf_loss": 0.0,
      "total_loss": 0.6124228336914261,
      "lyap1_mean": 0.05807357281446457,
      "lyap1_max": 0.08574191480875015,
      "lyap_volume_mean": 0.027072766795754433,
      "lyap_volume_max": 0.048016466200351715,
      "frac_above_star": 1.0
    },
    {
      "step": 446,
      "sup_loss": 0.613414061654327,
      "rf_loss": 0.0,
      "total_loss": 0.613414061654327,
      "lyap1_mean": 0.042023591697216034,
      "lyap1_max": 0.08348182588815689,
      "lyap_volume_mean": 0.021165303885936737,
      "lyap_volume_max": 0.05133062228560448,
      "frac_above_star": 0.875
    },
    {
      "step": 447,
      "sup_loss": 0.4573869020243384,
      "rf_loss": 0.0,
      "total_loss": 0.4573869020243384,
      "lyap1_mean": 0.034012820571660995,
      "lyap1_max": 0.06755460798740387,
      "lyap_volume_mean": 0.013140903785824776,
      "lyap_volume_max": 0.0466797798871994,
      "frac_above_star": 0.75
    },
    {
      "step": 448,
      "sup_loss": 0.589747543604952,
      "rf_loss": 0.0,
      "total_loss": 0.589747543604952,
      "lyap1_mean": 0.038836799561977386,
      "lyap1_max": 0.08871669322252274,
      "lyap_volume_mean": 0.018514007329940796,
      "lyap_volume_max": 0.04804703965783119,
      "frac_above_star": 0.75
    },
    {
      "step": 449,
      "sup_loss": 0.6409551732678783,
      "rf_loss": 0.0,
      "total_loss": 0.6409551732678783,
      "lyap1_mean": 0.052019279450178146,
      "lyap1_max": 0.10260598361492157,
      "lyap_volume_mean": 0.020970921963453293,
      "lyap_volume_max": 0.04989197850227356,
      "frac_above_star": 0.875
    },
    {
      "step": 450,
      "sup_loss": 0.5057864222424597,
      "rf_loss": 0.0,
      "total_loss": 0.5057864222424597,
      "lyap1_mean": 0.01721053570508957,
      "lyap1_max": 0.06216825917363167,
      "lyap_volume_mean": 0.006880881264805794,
      "lyap_volume_max": 0.03741024434566498,
      "frac_above_star": 0.625
    },
    {
      "step": 451,
      "sup_loss": 0.5712376586607771,
      "rf_loss": 0.0,
      "total_loss": 0.5712376586607771,
      "lyap1_mean": 0.04297637939453125,
      "lyap1_max": 0.08479059487581253,
      "lyap_volume_mean": 0.022753942757844925,
      "lyap_volume_max": 0.06427080184221268,
      "frac_above_star": 0.75
    },
    {
      "step": 452,
      "sup_loss": 0.5059388079750947,
      "rf_loss": 0.0,
      "total_loss": 0.5059388079750947,
      "lyap1_mean": 0.01344502717256546,
      "lyap1_max": 0.07048532366752625,
      "lyap_volume_mean": 0.0013744868338108063,
      "lyap_volume_max": 0.05311407521367073,
      "frac_above_star": 0.5
    },
    {
      "step": 453,
      "sup_loss": 0.5194632097119363,
      "rf_loss": 0.0,
      "total_loss": 0.5194632097119363,
      "lyap1_mean": 0.022079169750213623,
      "lyap1_max": 0.08321814984083176,
      "lyap_volume_mean": 0.002645016647875309,
      "lyap_volume_max": 0.04061708599328995,
      "frac_above_star": 0.625
    },
    {
      "step": 454,
      "sup_loss": 0.5741305877985838,
      "rf_loss": 0.0,
      "total_loss": 0.5741305877985838,
      "lyap1_mean": 0.04076085239648819,
      "lyap1_max": 0.08522846549749374,
      "lyap_volume_mean": 0.01901652105152607,
      "lyap_volume_max": 0.04988919571042061,
      "frac_above_star": 1.0
    },
    {
      "step": 455,
      "sup_loss": 0.5105684291699955,
      "rf_loss": 0.0,
      "total_loss": 0.5105684291699955,
      "lyap1_mean": 0.0396532341837883,
      "lyap1_max": 0.10098422318696976,
      "lyap_volume_mean": 0.011352350004017353,
      "lyap_volume_max": 0.04342351853847504,
      "frac_above_star": 0.875
    },
    {
      "step": 456,
      "sup_loss": 0.44286092682291284,
      "rf_loss": 0.0,
      "total_loss": 0.44286092682291284,
      "lyap1_mean": 0.021777572110295296,
      "lyap1_max": 0.08454732596874237,
      "lyap_volume_mean": 0.0046697757206857204,
      "lyap_volume_max": 0.0603233240544796,
      "frac_above_star": 0.625
    },
    {
      "step": 457,
      "sup_loss": 0.5301426361619337,
      "rf_loss": 0.0,
      "total_loss": 0.5301426361619337,
      "lyap1_mean": 0.029338572174310684,
      "lyap1_max": 0.0729132816195488,
      "lyap_volume_mean": 0.01353227999061346,
      "lyap_volume_max": 0.041939087212085724,
      "frac_above_star": 0.875
    },
    {
      "step": 458,
      "sup_loss": 0.5119437002522718,
      "rf_loss": 0.0,
      "total_loss": 0.5119437002522718,
      "lyap1_mean": 0.035424064844846725,
      "lyap1_max": 0.07105135172605515,
      "lyap_volume_mean": 0.01789029687643051,
      "lyap_volume_max": 0.03996405005455017,
      "frac_above_star": 0.875
    },
    {
      "step": 459,
      "sup_loss": 0.5408725431566388,
      "rf_loss": 0.0,
      "total_loss": 0.5408725431566388,
      "lyap1_mean": 0.03996945917606354,
      "lyap1_max": 0.07676078379154205,
      "lyap_volume_mean": 0.02522217109799385,
      "lyap_volume_max": 0.0618983693420887,
      "frac_above_star": 0.875
    },
    {
      "step": 460,
      "sup_loss": 0.6110114031818505,
      "rf_loss": 0.0,
      "total_loss": 0.6110114031818505,
      "lyap1_mean": 0.0613582581281662,
      "lyap1_max": 0.10406435281038284,
      "lyap_volume_mean": 0.030947554856538773,
      "lyap_volume_max": 0.06012260168790817,
      "frac_above_star": 1.0
    },
    {
      "step": 461,
      "sup_loss": 0.5557582359335578,
      "rf_loss": 0.0,
      "total_loss": 0.5557582359335578,
      "lyap1_mean": 0.03188346326351166,
      "lyap1_max": 0.06265901774168015,
      "lyap_volume_mean": 0.010865473188459873,
      "lyap_volume_max": 0.04276033490896225,
      "frac_above_star": 0.875
    },
    {
      "step": 462,
      "sup_loss": 0.6759236971090687,
      "rf_loss": 0.0,
      "total_loss": 0.6759236971090687,
      "lyap1_mean": 0.03675118833780289,
      "lyap1_max": 0.07776937633752823,
      "lyap_volume_mean": 0.016931146383285522,
      "lyap_volume_max": 0.04781194403767586,
      "frac_above_star": 0.75
    },
    {
      "step": 463,
      "sup_loss": 0.693020042361991,
      "rf_loss": 0.0,
      "total_loss": 0.693020042361991,
      "lyap1_mean": 0.048427876085042953,
      "lyap1_max": 0.08856486529111862,
      "lyap_volume_mean": 0.03004707768559456,
      "lyap_volume_max": 0.04877666011452675,
      "frac_above_star": 0.875
    },
    {
      "step": 464,
      "sup_loss": 0.5307604933186171,
      "rf_loss": 0.0,
      "total_loss": 0.5307604933186171,
      "lyap1_mean": 0.030988965183496475,
      "lyap1_max": 0.09972859919071198,
      "lyap_volume_mean": 0.009773299098014832,
      "lyap_volume_max": 0.06877994537353516,
      "frac_above_star": 0.625
    },
    {
      "step": 465,
      "sup_loss": 0.6588703033037379,
      "rf_loss": 0.0,
      "total_loss": 0.6588703033037379,
      "lyap1_mean": 0.045190248638391495,
      "lyap1_max": 0.10429885238409042,
      "lyap_volume_mean": 0.022649025544524193,
      "lyap_volume_max": 0.052651938050985336,
      "frac_above_star": 0.875
    },
    {
      "step": 466,
      "sup_loss": 0.4576721330036108,
      "rf_loss": 0.0,
      "total_loss": 0.4576721330036108,
      "lyap1_mean": 0.016968488693237305,
      "lyap1_max": 0.08708645403385162,
      "lyap_volume_mean": -0.007533003576099873,
      "lyap_volume_max": 0.032285548746585846,
      "frac_above_star": 0.625
    },
    {
      "step": 467,
      "sup_loss": 0.4473826922899198,
      "rf_loss": 0.0,
      "total_loss": 0.4473826922899198,
      "lyap1_mean": 0.007979772053658962,
      "lyap1_max": 0.054098017513751984,
      "lyap_volume_mean": -0.0023786246310919523,
      "lyap_volume_max": 0.042154718190431595,
      "frac_above_star": 0.5
    },
    {
      "step": 468,
      "sup_loss": 0.7002461460501901,
      "rf_loss": 0.0,
      "total_loss": 0.7002461460501901,
      "lyap1_mean": 0.058096565306186676,
      "lyap1_max": 0.09371720999479294,
      "lyap_volume_mean": 0.03193597495555878,
      "lyap_volume_max": 0.057979073375463486,
      "frac_above_star": 1.0
    },
    {
      "step": 469,
      "sup_loss": 0.643196061691482,
      "rf_loss": 0.0,
      "total_loss": 0.643196061691482,
      "lyap1_mean": 0.03568883612751961,
      "lyap1_max": 0.06648213416337967,
      "lyap_volume_mean": 0.023112833499908447,
      "lyap_volume_max": 0.04945472627878189,
      "frac_above_star": 0.875
    },
    {
      "step": 470,
      "sup_loss": 0.5174197682782149,
      "rf_loss": 0.0,
      "total_loss": 0.5174197682782149,
      "lyap1_mean": 0.015801675617694855,
      "lyap1_max": 0.06331322342157364,
      "lyap_volume_mean": -0.0002730339765548706,
      "lyap_volume_max": 0.027822304517030716,
      "frac_above_star": 0.75
    },
    {
      "step": 471,
      "sup_loss": 0.532352866750773,
      "rf_loss": 0.0,
      "total_loss": 0.532352866750773,
      "lyap1_mean": 0.05783943831920624,
      "lyap1_max": 0.10198275744915009,
      "lyap_volume_mean": 0.027022834867239,
      "lyap_volume_max": 0.04576520621776581,
      "frac_above_star": 1.0
    },
    {
      "step": 472,
      "sup_loss": 0.4440139894840298,
      "rf_loss": 0.0,
      "total_loss": 0.4440139894840298,
      "lyap1_mean": 0.025425896048545837,
      "lyap1_max": 0.08138183504343033,
      "lyap_volume_mean": 0.006491236388683319,
      "lyap_volume_max": 0.029683247208595276,
      "frac_above_star": 0.75
    },
    {
      "step": 473,
      "sup_loss": 0.40679309416035614,
      "rf_loss": 0.0,
      "total_loss": 0.40679309416035614,
      "lyap1_mean": 0.020871581509709358,
      "lyap1_max": 0.06913712620735168,
      "lyap_volume_mean": 0.00024037249386310577,
      "lyap_volume_max": 0.03788970038294792,
      "frac_above_star": 0.625
    },
    {
      "step": 474,
      "sup_loss": 0.4529319857527467,
      "rf_loss": 0.0,
      "total_loss": 0.4529319857527467,
      "lyap1_mean": 0.014361264184117317,
      "lyap1_max": 0.07442416995763779,
      "lyap_volume_mean": -0.0015842672437429428,
      "lyap_volume_max": 0.03574331849813461,
      "frac_above_star": 0.75
    },
    {
      "step": 475,
      "sup_loss": 0.6864350332018995,
      "rf_loss": 0.0,
      "total_loss": 0.6864350332018995,
      "lyap1_mean": 0.04305765777826309,
      "lyap1_max": 0.08647260069847107,
      "lyap_volume_mean": 0.02054470032453537,
      "lyap_volume_max": 0.04518723487854004,
      "frac_above_star": 1.0
    },
    {
      "step": 476,
      "sup_loss": 0.45656040990215174,
      "rf_loss": 0.0,
      "total_loss": 0.45656040990215174,
      "lyap1_mean": 0.005352028179913759,
      "lyap1_max": 0.08682461827993393,
      "lyap_volume_mean": -0.007353189401328564,
      "lyap_volume_max": 0.03810696303844452,
      "frac_above_star": 0.5
    },
    {
      "step": 477,
      "sup_loss": 0.4314461032746854,
      "rf_loss": 0.0,
      "total_loss": 0.4314461032746854,
      "lyap1_mean": 0.01844910904765129,
      "lyap1_max": 0.07640235871076584,
      "lyap_volume_mean": -0.001298738643527031,
      "lyap_volume_max": 0.03748568892478943,
      "frac_above_star": 0.625
    },
    {
      "step": 478,
      "sup_loss": 0.5377060728504387,
      "rf_loss": 0.0,
      "total_loss": 0.5377060728504387,
      "lyap1_mean": 0.015073815360665321,
      "lyap1_max": 0.07367643713951111,
      "lyap_volume_mean": 0.00253624701872468,
      "lyap_volume_max": 0.04396173357963562,
      "frac_above_star": 0.5
    },
    {
      "step": 479,
      "sup_loss": 0.48248343022657125,
      "rf_loss": 0.0,
      "total_loss": 0.48248343022657125,
      "lyap1_mean": 0.01953883282840252,
      "lyap1_max": 0.04777975007891655,
      "lyap_volume_mean": -0.000757348258048296,
      "lyap_volume_max": 0.0326332226395607,
      "frac_above_star": 0.75
    },
    {
      "step": 480,
      "sup_loss": 0.5548486084881363,
      "rf_loss": 0.0,
      "total_loss": 0.5548486084881363,
      "lyap1_mean": 0.03490103781223297,
      "lyap1_max": 0.09107512980699539,
      "lyap_volume_mean": 0.014359565451741219,
      "lyap_volume_max": 0.04201389104127884,
      "frac_above_star": 0.75
    },
    {
      "step": 481,
      "sup_loss": 0.5316088551033136,
      "rf_loss": 0.0,
      "total_loss": 0.5316088551033136,
      "lyap1_mean": 0.05018136277794838,
      "lyap1_max": 0.08134796470403671,
      "lyap_volume_mean": 0.01924346759915352,
      "lyap_volume_max": 0.03655111417174339,
      "frac_above_star": 0.875
    },
    {
      "step": 482,
      "sup_loss": 0.5807264135269243,
      "rf_loss": 0.0,
      "total_loss": 0.5807264135269243,
      "lyap1_mean": 0.05316498503088951,
      "lyap1_max": 0.10612902045249939,
      "lyap_volume_mean": 0.024466397240757942,
      "lyap_volume_max": 0.05017201229929924,
      "frac_above_star": 0.875
    },
    {
      "step": 483,
      "sup_loss": 0.6683554993814687,
      "rf_loss": 0.0,
      "total_loss": 0.6683554993814687,
      "lyap1_mean": 0.043775975704193115,
      "lyap1_max": 0.0810917541384697,
      "lyap_volume_mean": 0.016602320596575737,
      "lyap_volume_max": 0.04085466265678406,
      "frac_above_star": 0.875
    },
    {
      "step": 484,
      "sup_loss": 0.43451766033843936,
      "rf_loss": 0.0,
      "total_loss": 0.43451766033843936,
      "lyap1_mean": 0.009186587296426296,
      "lyap1_max": 0.058104488998651505,
      "lyap_volume_mean": -0.005252601578831673,
      "lyap_volume_max": 0.02876904234290123,
      "frac_above_star": 0.625
    },
    {
      "step": 485,
      "sup_loss": 0.5586648062865173,
      "rf_loss": 0.0,
      "total_loss": 0.5586648062865173,
      "lyap1_mean": 0.01604503020644188,
      "lyap1_max": 0.0423465222120285,
      "lyap_volume_mean": -0.00034927763044834137,
      "lyap_volume_max": 0.020272869616746902,
      "frac_above_star": 0.625
    },
    {
      "step": 486,
      "sup_loss": 0.6576220300212394,
      "rf_loss": 0.0,
      "total_loss": 0.6576220300212394,
      "lyap1_mean": 0.03304352983832359,
      "lyap1_max": 0.07830110192298889,
      "lyap_volume_mean": 0.014191823080182076,
      "lyap_volume_max": 0.039766643196344376,
      "frac_above_star": 0.875
    },
    {
      "step": 487,
      "sup_loss": 0.5071344772580509,
      "rf_loss": 0.0,
      "total_loss": 0.5071344772580509,
      "lyap1_mean": 0.02924487367272377,
      "lyap1_max": 0.0658075213432312,
      "lyap_volume_mean": 0.014471137896180153,
      "lyap_volume_max": 0.04114300757646561,
      "frac_above_star": 0.75
    },
    {
      "step": 488,
      "sup_loss": 0.4987230645797652,
      "rf_loss": 0.0,
      "total_loss": 0.4987230645797652,
      "lyap1_mean": 0.040750689804553986,
      "lyap1_max": 0.10066114366054535,
      "lyap_volume_mean": 0.010750608518719673,
      "lyap_volume_max": 0.04348856955766678,
      "frac_above_star": 0.625
    },
    {
      "step": 489,
      "sup_loss": 0.6298588207916612,
      "rf_loss": 0.0,
      "total_loss": 0.6298588207916612,
      "lyap1_mean": 0.03867346793413162,
      "lyap1_max": 0.0879722461104393,
      "lyap_volume_mean": 0.014530317857861519,
      "lyap_volume_max": 0.04714779555797577,
      "frac_above_star": 0.875
    },
    {
      "step": 490,
      "sup_loss": 0.6026600447448507,
      "rf_loss": 0.0,
      "total_loss": 0.6026600447448507,
      "lyap1_mean": 0.02006630413234234,
      "lyap1_max": 0.05473477020859718,
      "lyap_volume_mean": 0.0031851609237492085,
      "lyap_volume_max": 0.03588400036096573,
      "frac_above_star": 0.75
    },
    {
      "step": 491,
      "sup_loss": 0.509668521577243,
      "rf_loss": 0.0,
      "total_loss": 0.509668521577243,
      "lyap1_mean": 0.01346383523195982,
      "lyap1_max": 0.06894271820783615,
      "lyap_volume_mean": 0.0022210334427654743,
      "lyap_volume_max": 0.04342668876051903,
      "frac_above_star": 0.5
    },
    {
      "step": 492,
      "sup_loss": 0.5708611087042653,
      "rf_loss": 0.0,
      "total_loss": 0.5708611087042653,
      "lyap1_mean": 0.025983143597841263,
      "lyap1_max": 0.06462928652763367,
      "lyap_volume_mean": 0.006304293870925903,
      "lyap_volume_max": 0.03236079216003418,
      "frac_above_star": 0.75
    },
    {
      "step": 493,
      "sup_loss": 0.4961675661898527,
      "rf_loss": 0.0,
      "total_loss": 0.4961675661898527,
      "lyap1_mean": 0.021698880940675735,
      "lyap1_max": 0.05894869565963745,
      "lyap_volume_mean": 0.005570439621806145,
      "lyap_volume_max": 0.035519689321517944,
      "frac_above_star": 0.75
    },
    {
      "step": 494,
      "sup_loss": 0.6368871839835134,
      "rf_loss": 0.0,
      "total_loss": 0.6368871839835134,
      "lyap1_mean": 0.017346322536468506,
      "lyap1_max": 0.054457150399684906,
      "lyap_volume_mean": 0.004598300904035568,
      "lyap_volume_max": 0.038012854754924774,
      "frac_above_star": 0.625
    },
    {
      "step": 495,
      "sup_loss": 0.6846066668010371,
      "rf_loss": 0.0,
      "total_loss": 0.6846066668010371,
      "lyap1_mean": 0.05259455740451813,
      "lyap1_max": 0.08178091794252396,
      "lyap_volume_mean": 0.028052164241671562,
      "lyap_volume_max": 0.04676472768187523,
      "frac_above_star": 1.0
    },
    {
      "step": 496,
      "sup_loss": 0.4763587047029272,
      "rf_loss": 0.0,
      "total_loss": 0.4763587047029272,
      "lyap1_mean": 0.036518726497888565,
      "lyap1_max": 0.12322589755058289,
      "lyap_volume_mean": 0.01254698634147644,
      "lyap_volume_max": 0.05074775218963623,
      "frac_above_star": 0.625
    },
    {
      "step": 497,
      "sup_loss": 0.5468980373564486,
      "rf_loss": 0.0,
      "total_loss": 0.5468980373564486,
      "lyap1_mean": 0.02272048220038414,
      "lyap1_max": 0.09320890158414841,
      "lyap_volume_mean": 0.009134326130151749,
      "lyap_volume_max": 0.049007054418325424,
      "frac_above_star": 0.5
    },
    {
      "step": 498,
      "sup_loss": 0.5982424472157102,
      "rf_loss": 0.0,
      "total_loss": 0.5982424472157102,
      "lyap1_mean": 0.03140459209680557,
      "lyap1_max": 0.07710467278957367,
      "lyap_volume_mean": 0.01333408709615469,
      "lyap_volume_max": 0.03770409896969795,
      "frac_above_star": 0.75
    },
    {
      "step": 499,
      "sup_loss": 0.500983133644068,
      "rf_loss": 0.0,
      "total_loss": 0.500983133644068,
      "lyap1_mean": 0.03557181358337402,
      "lyap1_max": 0.0740128755569458,
      "lyap_volume_mean": 0.016540847718715668,
      "lyap_volume_max": 0.05251075327396393,
      "frac_above_star": 0.75
    }
  ],
  "evals": [
    {
      "step": 0,
      "acc": 0.59765625,
      "tok_acc": 0.8614245756172839
    },
    {
      "step": 100,
      "acc": 0.658203125,
      "tok_acc": 0.8750964506172839
    },
    {
      "step": 200,
      "acc": 0.640625,
      "tok_acc": 0.8706356095679012
    },
    {
      "step": 300,
      "acc": 0.666015625,
      "tok_acc": 0.8797019675925926
    },
    {
      "step": 400,
      "acc": 0.66796875,
      "tok_acc": 0.8770978009259259
    },
    {
      "step": 500,
      "acc": 0.654296875,
      "tok_acc": 0.8728298611111112
    },
    {
      "step": 500,
      "acc": 0.654296875,
      "tok_acc": 0.8728298611111112
    }
  ],
  "final_acc": 0.654296875,
  "final_tok_acc": 0.8728298611111112
}