1{
   2  "seed": 2466,
   3  "a": 1.15,
   4  "horizon": 60,
   5  "checks": {
   6    "analytic_boundary": 0.1499999999999999,
   7    "observed_boundary": 0.14874947855806972,
   8    "boundary_error": 0.0012505214419301913,
   9    "classification_agreement": 1.0,
  10    "max_abs_slope_error": 0.0007558818839912274,
  11    "slope_rows": [
  12      {
  13        "k": -0.8,
  14        "predicted_lambda": 0.6678293725756554,
  15        "measured_slope": 0.6678293725756556,
  16        "stable_predicted": false,
  17        "stable_observed": false
  18      },
  19      {
  20        "k": -0.7000000000000001,
  21        "predicted_lambda": 0.6151856390902335,
  22        "measured_slope": 0.6151856390902335,
  23        "stable_predicted": false,
  24        "stable_observed": false
  25      },
  26      {
  27        "k": -0.6000000000000001,
  28        "predicted_lambda": 0.5596157879354227,
  29        "measured_slope": 0.5596157879354227,
  30        "stable_predicted": false,
  31        "stable_observed": false
  32      },
  33      {
  34        "k": -0.5,
  35        "predicted_lambda": 0.5007752879124892,
  36        "measured_slope": 0.5007752879124894,
  37        "stable_predicted": false,
  38        "stable_observed": false
  39      },
  40      {
  41        "k": -0.4000000000000001,
  42        "predicted_lambda": 0.4382549309311553,
  43        "measured_slope": 0.43825493093115536,
  44        "stable_predicted": false,
  45        "stable_observed": false
  46      },
  47      {
  48        "k": -0.3000000000000001,
  49        "predicted_lambda": 0.371563556432483,
  50        "measured_slope": 0.37156355643248323,
  51        "stable_predicted": false,
  52        "stable_observed": false
  53      },
  54      {
  55        "k": -0.20000000000000007,
  56        "predicted_lambda": 0.30010459245033816,
  57        "measured_slope": 0.30010459245033816,
  58        "stable_predicted": false,
  59        "stable_observed": false
  60      },
  61      {
  62        "k": -0.10000000000000009,
  63        "predicted_lambda": 0.22314355131420976,
  64        "measured_slope": 0.22314355131420988,
  65        "stable_predicted": false,
  66        "stable_observed": false
  67      },
  68      {
  69        "k": -1.1102230246251565e-16,
  70        "predicted_lambda": 0.13976194237515863,
  71        "measured_slope": 0.13976194237515877,
  72        "stable_predicted": false,
  73        "stable_observed": false
  74      },
  75      {
  76        "k": 0.09999999999999987,
  77        "predicted_lambda": 0.04879016416943205,
  78        "measured_slope": 0.04879016416943208,
  79        "stable_predicted": false,
  80        "stable_observed": false
  81      },
  82      {
  83        "k": 0.19999999999999984,
  84        "predicted_lambda": -0.05129329438755046,
  85        "measured_slope": -0.05129329438759383,
  86        "stable_predicted": true,
  87        "stable_observed": true
  88      },
  89      {
  90        "k": 0.2999999999999998,
  91        "predicted_lambda": -0.1625189294977748,
  92        "measured_slope": -0.16251892948947091,
  93        "stable_predicted": true,
  94        "stable_observed": true
  95      },
  96      {
  97        "k": 0.3999999999999999,
  98        "predicted_lambda": -0.2876820724517809,
  99        "measured_slope": -0.2876821054160196,
 100        "stable_predicted": true,
 101        "stable_observed": true
 102      },
 103      {
 104        "k": 0.4999999999999998,
 105        "predicted_lambda": -0.43078291609245406,
 106        "measured_slope": -0.43079147101669973,
 107        "stable_predicted": true,
 108        "stable_observed": true
 109      },
 110      {
 111        "k": 0.5999999999999999,
 112        "predicted_lambda": -0.5978370007556204,
 113        "measured_slope": -0.5985928826396116,
 114        "stable_predicted": true,
 115        "stable_observed": true
 116      },
 117      {
 118        "k": 0.6999999999999997,
 119        "predicted_lambda": -0.7985076962177712,
 120        "measured_slope": -0.7987140771429494,
 121        "stable_predicted": true,
 122        "stable_observed": true
 123      },
 124      {
 125        "k": 0.7999999999999998,
 126        "predicted_lambda": -1.0498221244986774,
 127        "measured_slope": -1.0491842068449324,
 128        "stable_predicted": true,
 129        "stable_observed": true
 130      },
 131      {
 132        "k": 0.8999999999999999,
 133        "predicted_lambda": -1.3862943611198906,
 134        "measured_slope": -1.3863134994753095,
 135        "stable_predicted": true,
 136        "stable_observed": true
 137      },
 138      {
 139        "k": 0.9999999999999998,
 140        "predicted_lambda": -1.8971199848858804,
 141        "measured_slope": -1.8971024372564071,
 142        "stable_predicted": true,
 143        "stable_observed": true
 144      },
 145      {
 146        "k": 1.0999999999999999,
 147        "predicted_lambda": -2.99573227355399,
 148        "measured_slope": -2.9956962787027375,
 149        "stable_predicted": true,
 150        "stable_observed": true
 151      },
 152      {
 153        "k": 1.1999999999999997,
 154        "predicted_lambda": -2.9957322735539944,
 155        "measured_slope": -2.995695453118134,
 156        "stable_predicted": true,
 157        "stable_observed": true
 158      },
 159      {
 160        "k": 1.2999999999999996,
 161        "predicted_lambda": -1.8971199848858833,
 162        "measured_slope": -1.896724589969812,
 163        "stable_predicted": true,
 164        "stable_observed": true
 165      },
 166      {
 167        "k": 1.3999999999999997,
 168        "predicted_lambda": -1.3862943611198915,
 169        "measured_slope": -1.38641605402241,
 170        "stable_predicted": true,
 171        "stable_observed": true
 172      },
 173      {
 174        "k": 1.4999999999999998,
 175        "predicted_lambda": -1.049822124498678,
 176        "measured_slope": -1.04978920625,
 177        "stable_predicted": true,
 178        "stable_observed": true
 179      },
 180      {
 181        "k": 1.5999999999999999,
 182        "predicted_lambda": -0.7985076962177717,
 183        "measured_slope": -0.7982267694646208,
 184        "stable_predicted": true,
 185        "stable_observed": true
 186      },
 187      {
 188        "k": 1.7,
 189        "predicted_lambda": -0.5978370007556204,
 190        "measured_slope": -0.5981623303259598,
 191        "stable_predicted": true,
 192        "stable_observed": true
 193      },
 194      {
 195        "k": 1.7999999999999996,
 196        "predicted_lambda": -0.4307829160924547,
 197        "measured_slope": -0.4307511486440748,
 198        "stable_predicted": true,
 199        "stable_observed": true
 200      },
 201      {
 202        "k": 1.8999999999999997,
 203        "predicted_lambda": -0.28768207245178123,
 204        "measured_slope": -0.28768207435420534,
 205        "stable_predicted": true,
 206        "stable_observed": true
 207      },
 208      {
 209        "k": 1.9999999999999998,
 210        "predicted_lambda": -0.16251892949777508,
 211        "measured_slope": -0.16251892950417704,
 212        "stable_predicted": true,
 213        "stable_observed": true
 214      },
 215      {
 216        "k": 2.0999999999999996,
 217        "predicted_lambda": -0.051293294387550814,
 218        "measured_slope": -0.05129329438757423,
 219        "stable_predicted": true,
 220        "stable_observed": true
 221      },
 222      {
 223        "k": 2.1999999999999993,
 224        "predicted_lambda": 0.04879016416943141,
 225        "measured_slope": 0.048790164169431355,
 226        "stable_predicted": false,
 227        "stable_observed": false
 228      },
 229      {
 230        "k": 2.3,
 231        "predicted_lambda": 0.13976194237515863,
 232        "measured_slope": 0.13976194237515868,
 233        "stable_predicted": false,
 234        "stable_observed": false
 235      },
 236      {
 237        "k": 2.3999999999999995,
 238        "predicted_lambda": 0.2231435513142094,
 239        "measured_slope": 0.22314355131420954,
 240        "stable_predicted": false,
 241        "stable_observed": false
 242      },
 243      {
 244        "k": 2.5,
 245        "predicted_lambda": 0.30010459245033816,
 246        "measured_slope": 0.30010459245033827,
 247        "stable_predicted": false,
 248        "stable_observed": false
 249      },
 250      {
 251        "k": 2.5999999999999996,
 252        "predicted_lambda": 0.37156355643248284,
 253        "measured_slope": 0.371563556432483,
 254        "stable_predicted": false,
 255        "stable_observed": false
 256      },
 257      {
 258        "k": 2.6999999999999993,
 259        "predicted_lambda": 0.43825493093115486,
 260        "measured_slope": 0.43825493093115503,
 261        "stable_predicted": false,
 262        "stable_observed": false
 263      },
 264      {
 265        "k": 2.8,
 266        "predicted_lambda": 0.5007752879124892,
 267        "measured_slope": 0.5007752879124894,
 268        "stable_predicted": false,
 269        "stable_observed": false
 270      }
 271    ],
 272    "scaling_rows": [
 273      {
 274        "k": 0.35,
 275        "abs_lambda": 0.22314355131420985,
 276        "measured_abs_slope": 0.2231435524950607,
 277        "time_constant_pred": 4.481420117724548,
 278        "time_constant_obs": 4.481420094009371
 279      },
 280      {
 281        "k": 0.45,
 282        "abs_lambda": 0.35667494393873245,
 283        "measured_abs_slope": 0.35667615637168004,
 284        "time_constant_pred": 2.8036732520571284,
 285        "time_constant_obs": 2.8036637216588542
 286      },
 287      {
 288        "k": 0.55,
 289        "abs_lambda": 0.5108256237659909,
 290        "measured_abs_slope": 0.5121465276377077,
 291        "time_constant_pred": 1.9576151889712168,
 292        "time_constant_obs": 1.9525662013418934
 293      },
 294      {
 295        "k": 0.65,
 296        "abs_lambda": 0.6931471805599455,
 297        "measured_abs_slope": 0.6924719004053717,
 298        "time_constant_pred": 1.442695040888963,
 299        "time_constant_obs": 1.444101918669338
 300      },
 301      {
 302        "k": 0.75,
 303        "abs_lambda": 0.9162907318741553,
 304        "measured_abs_slope": 0.9167113451832919,
 305        "time_constant_pred": 1.091356667937291,
 306        "time_constant_obs": 1.0908559223733125
 307      },
 308      {
 309        "k": 0.85,
 310        "abs_lambda": 1.2039728043259361,
 311        "measured_abs_slope": 1.2028008882683086,
 312        "time_constant_pred": 0.8305835450825373,
 313        "time_constant_obs": 0.831392801380215
 314      },
 315      {
 316        "k": 0.95,
 317        "abs_lambda": 1.6094379124341005,
 318        "measured_abs_slope": 1.609118652288741,
 319        "time_constant_pred": 0.6213349345596118,
 320        "time_constant_obs": 0.6214582116599314
 321      },
 322      {
 323        "k": 1.05,
 324        "abs_lambda": 2.3025850929940472,
 325        "measured_abs_slope": 2.3028206716675363,
 326        "time_constant_pred": 0.43429448190325154,
 327        "time_constant_obs": 0.4342500535553523
 328      },
 329      {
 330        "k": 1.15,
 331        "abs_lambda": Infinity,
 332        "measured_abs_slope": 0.0,
 333        "time_constant_pred": 0.0,
 334        "time_constant_obs": Infinity
 335      },
 336      {
 337        "k": 1.25,
 338        "abs_lambda": 2.302585092994045,
 339        "measured_abs_slope": 2.3024327794933686,
 340        "time_constant_pred": 0.4342944819032519,
 341        "time_constant_obs": 0.43432321191155115
 342      }
 343    ],
 344    "gain_scaling": [
 345      {
 346        "k": 0.2,
 347        "predicted_multiplier": 0.95,
 348        "observed_multiplier": 0.95
 349      },
 350      {
 351        "k": 0.3,
 352        "predicted_multiplier": 0.8499999999999999,
 353        "observed_multiplier": 0.8499999999999999
 354      },
 355      {
 356        "k": 0.4,
 357        "predicted_multiplier": 0.7499999999999999,
 358        "observed_multiplier": 0.7499999999999999
 359      },
 360      {
 361        "k": 0.5,
 362        "predicted_multiplier": 0.6499999999999999,
 363        "observed_multiplier": 0.6499999999999999
 364      }
 365    ]
 366  },
 367  "training": {
 368    "baseline_task_only": {
 369      "final_k": 0.28861743211746216,
 370      "train_loss_last": 0.2691013514995575,
 371      "test_tail_mse": 2.2581248697614483e-07,
 372      "loss_curve": [
 373        483.9779052734375,
 374        118.4038314819336,
 375        62.664554595947266,
 376        24.335834503173828,
 377        10.94764518737793,
 378        6.21611213684082,
 379        3.591918706893921,
 380        3.6652297973632812,
 381        2.3957877159118652,
 382        1.592910647392273,
 383        1.2477058172225952,
 384        1.3985973596572876,
 385        0.9687358140945435,
 386        0.9347736239433289,
 387        0.7266606688499451,
 388        0.5845476388931274,
 389        0.9772316813468933,
 390        0.6641956567764282,
 391        0.8289650082588196,
 392        0.5831803679466248,
 393        0.49315083026885986,
 394        0.5150367617607117,
 395        0.5971991419792175,
 396        0.3915831744670868,
 397        0.4778866171836853,
 398        0.45784810185432434,
 399        0.6783701181411743,
 400        0.41271358728408813,
 401        0.47827908396720886,
 402        0.3687918186187744,
 403        0.45395153760910034,
 404        0.43046778440475464,
 405        0.46094200015068054,
 406        0.3967331051826477,
 407        0.46133625507354736,
 408        0.414418488740921,
 409        0.4162091910839081,
 410        0.35556086897850037,
 411        0.30983519554138184,
 412        0.5132128596305847,
 413        0.3776126801967621,
 414        0.4475316107273102,
 415        0.35557547211647034,
 416        0.42574214935302734,
 417        0.3611832857131958,
 418        0.43246009945869446,
 419        0.4855949878692627,
 420        0.27638739347457886,
 421        0.29835009574890137,
 422        0.2645694613456726,
 423        0.3162543773651123,
 424        0.3490884006023407,
 425        0.3785465359687805,
 426        0.3641011714935303,
 427        0.4142723083496094,
 428        0.3707462549209595,
 429        0.3969486355781555,
 430        0.4800989031791687,
 431        0.4424108862876892,
 432        0.46549415588378906,
 433        0.3877964913845062,
 434        0.3713107407093048,
 435        0.4672735333442688,
 436        0.2727154493331909,
 437        0.33316245675086975,
 438        0.49663621187210083,
 439        0.3132140040397644,
 440        0.3365305960178375,
 441        0.4515417218208313,
 442        0.5083188414573669,
 443        0.3480382561683655,
 444        0.35390809178352356,
 445        0.4622417688369751,
 446        0.3298487961292267,
 447        0.2969895899295807,
 448        0.36251258850097656,
 449        0.3690453767776489,
 450        0.34633421897888184,
 451        0.34890007972717285,
 452        0.3571828603744507,
 453        0.39882388710975647,
 454        0.32154861092567444,
 455        0.40564343333244324,
 456        0.33842796087265015,
 457        0.3501247763633728,
 458        0.2628650367259979,
 459        0.3584052622318268,
 460        0.3707876205444336,
 461        0.28101685643196106,
 462        0.3698650598526001,
 463        0.3846489191055298,
 464        0.3950657248497009,
 465        0.3494888246059418,
 466        0.45684635639190674,
 467        0.40400558710098267,
 468        0.37707260251045227,
 469        0.38876861333847046,
 470        0.4684235751628876,
 471        0.36765235662460327,
 472        0.41877707839012146,
 473        0.3057173192501068,
 474        0.3799237310886383,
 475        0.30932191014289856,
 476        0.36011359095573425,
 477        0.4105149209499359,
 478        0.2955590486526489,
 479        0.35855162143707275,
 480        0.2354326844215393,
 481        0.44921427965164185,
 482        0.33526429533958435,
 483        0.4436182379722595,
 484        0.3701168894767761,
 485        0.4267999231815338,
 486        0.2564522624015808,
 487        0.29637446999549866,
 488        0.2882689833641052,
 489        0.34978142380714417,
 490        0.3428213596343994,
 491        0.24913547933101654,
 492        0.3363110423088074,
 493        0.4040999114513397,
 494        0.35970351099967957,
 495        0.46758833527565,
 496        0.42878514528274536,
 497        0.41666871309280396,
 498        0.2756941020488739,
 499        0.3625785708427429,
 500        0.414264440536499,
 501        0.3247929811477661,
 502        0.4028899073600769,
 503        0.3229868710041046,
 504        0.4250926971435547,
 505        0.37415310740470886,
 506        0.3271922171115875,
 507        0.4908324182033539,
 508        0.3566073477268219,
 509        0.29674795269966125,
 510        0.35982975363731384,
 511        0.3204035460948944,
 512        0.3527877926826477,
 513        0.4940347969532013,
 514        0.4581853449344635,
 515        0.4165678322315216,
 516        0.3315301835536957,
 517        0.3633646070957184,
 518        0.3670772910118103,
 519        0.33441826701164246,
 520        0.39608150720596313,
 521        0.37972182035446167,
 522        0.3602472245693207,
 523        0.4460076093673706,
 524        0.43987712264060974,
 525        0.36566162109375,
 526        0.33431702852249146,
 527        0.3783316910266876,
 528        0.3888288736343384,
 529        0.26647987961769104,
 530        0.4006446897983551,
 531        0.38660213351249695,
 532        0.3490677773952484,
 533        0.3883638381958008,
 534        0.49528801441192627,
 535        0.36999842524528503,
 536        0.2980533540248871,
 537        0.3179566562175751,
 538        0.4205798804759979,
 539        0.31871870160102844,
 540        0.5080812573432922,
 541        0.32856589555740356,
 542        0.3005514442920685,
 543        0.4561382234096527,
 544        0.4255739152431488,
 545        0.4563504755496979,
 546        0.3206159472465515,
 547        0.27116453647613525,
 548        0.37644118070602417,
 549        0.41471076011657715,
 550        0.28817397356033325,
 551        0.2664715051651001,
 552        0.2723532021045685,
 553        0.29740503430366516,
 554        0.4340851902961731,
 555        0.341767281293869,
 556        0.4205995500087738,
 557        0.30982324481010437,
 558        0.44821086525917053,
 559        0.3078885078430176,
 560        0.4417873024940491,
 561        0.4631901681423187,
 562        0.32204094529151917,
 563        0.3346005976200104,
 564        0.46028822660446167,
 565        0.4067017436027527,
 566        0.16097182035446167,
 567        0.33451390266418457,
 568        0.3492949306964874,
 569        0.2856620252132416,
 570        0.3853227496147156,
 571        0.34612855315208435,
 572        0.3933495283126831,
 573        0.32990798354148865,
 574        0.2143900841474533,
 575        0.24092532694339752,
 576        0.3777241110801697,
 577        0.4023899435997009,
 578        0.27971142530441284,
 579        0.3561139404773712,
 580        0.38823482394218445,
 581        0.2896157205104828,
 582        0.28165403008461,
 583        0.36723458766937256,
 584        0.4511677920818329,
 585        0.33767759799957275,
 586        0.3643650710582733,
 587        0.26766979694366455,
 588        0.34257739782333374,
 589        0.3534085750579834,
 590        0.2867600917816162,
 591        0.25096768140792847,
 592        0.4078509509563446,
 593        0.38652539253234863,
 594        0.2508418560028076,
 595        0.3167474865913391,
 596        0.2755138874053955,
 597        0.35038620233535767,
 598        0.44509387016296387,
 599        0.23364068567752838,
 600        0.30922815203666687,
 601        0.30409377813339233,
 602        0.38568294048309326,
 603        0.28888851404190063,
 604        0.3922517001628876,
 605        0.3205050528049469,
 606        0.24823619425296783,
 607        0.3664766550064087,
 608        0.24817141890525818,
 609        0.26740479469299316,
 610        0.36614990234375,
 611        0.3026043474674225,
 612        0.4472234845161438,
 613        0.28841450810432434,
 614        0.3544531762599945,
 615        0.3271859288215637,
 616        0.3697653114795685,
 617        0.2744828760623932,
 618        0.34392252564430237,
 619        0.36310768127441406,
 620        0.2863568365573883,
 621        0.3153704106807709,
 622        0.3080463111400604,
 623        0.36673641204833984,
 624        0.2911824882030487,
 625        0.3422209918498993,
 626        0.3909962475299835,
 627        0.2707892656326294,
 628        0.4106397330760956,
 629        0.344726026058197,
 630        0.30895352363586426,
 631        0.3885188698768616,
 632        0.3917763829231262,
 633        0.25847283005714417,
 634        0.27245673537254333,
 635        0.3061600625514984,
 636        0.2640132009983063,
 637        0.3223964273929596,
 638        0.37121742963790894,
 639        0.20458737015724182,
 640        0.20031628012657166,
 641        0.3817509710788727,
 642        0.3641844093799591,
 643        0.2900744676589966,
 644        0.3307134509086609,
 645        0.3186390697956085,
 646        0.32877403497695923,
 647        0.37595534324645996,
 648        0.26490235328674316,
 649        0.23951686918735504,
 650        0.3156683146953583,
 651        0.23215650022029877,
 652        0.3132450580596924,
 653        0.24254177510738373,
 654        0.41379427909851074,
 655        0.4349778890609741,
 656        0.3042297661304474,
 657        0.23829159140586853,
 658        0.24254803359508514,
 659        0.3475969433784485,
 660        0.30684104561805725,
 661        0.2593308985233307,
 662        0.27886441349983215,
 663        0.37073710560798645,
 664        0.3808559477329254,
 665        0.3886439800262451,
 666        0.2966957688331604,
 667        0.2911036014556885,
 668        0.29058489203453064,
 669        0.24338267743587494,
 670        0.35588589310646057,
 671        0.21522188186645508,
 672        0.2622601389884949,
 673        0.322510302066803,
 674        0.36714380979537964,
 675        0.29994815587997437,
 676        0.28308993577957153,
 677        0.26299983263015747,
 678        0.3021935820579529,
 679        0.28239116072654724,
 680        0.3298044502735138,
 681        0.2527198791503906,
 682        0.18659646809101105,
 683        0.36634325981140137,
 684        0.38351020216941833,
 685        0.31689542531967163,
 686        0.25395703315734863,
 687        0.30615323781967163,
 688        0.30494916439056396,
 689        0.3182666301727295,
 690        0.2672264575958252,
 691        0.36700204014778137,
 692        0.21948032081127167,
 693        0.3787475824356079,
 694        0.3748292624950409,
 695        0.34977641701698303,
 696        0.28777942061424255,
 697        0.3410654067993164,
 698        0.268738329410553,
 699        0.23726123571395874,
 700        0.2364315241575241,
 701        0.27939799427986145,
 702        0.28593918681144714,
 703        0.30834007263183594,
 704        0.2390102595090866,
 705        0.1886066049337387,
 706        0.3298957347869873,
 707        0.29361259937286377,
 708        0.2883496880531311,
 709        0.4015192687511444,
 710        0.29905369877815247,
 711        0.26423192024230957,
 712        0.36472344398498535,
 713        0.29914966225624084,
 714        0.3242877721786499,
 715        0.2530752122402191,
 716        0.49527356028556824,
 717        0.23949719965457916,
 718        0.2736732065677643,
 719        0.26337653398513794,
 720        0.29081404209136963,
 721        0.40204209089279175,
 722        0.2741328477859497,
 723        0.28735461831092834,
 724        0.29727381467819214,
 725        0.30555957555770874,
 726        0.43823742866516113,
 727        0.36611080169677734,
 728        0.29670974612236023,
 729        0.24271976947784424,
 730        0.2605413794517517,
 731        0.46723487973213196,
 732        0.24249042570590973,
 733        0.2786608934402466,
 734        0.3236321210861206,
 735        0.2422620952129364,
 736        0.30832117795944214,
 737        0.2950325906276703,
 738        0.34419289231300354,
 739        0.30983343720436096,
 740        0.23880645632743835,
 741        0.29584744572639465,
 742        0.2759605646133423,
 743        0.25313568115234375,
 744        0.3697099983692169,
 745        0.34166285395622253,
 746        0.275554358959198,
 747        0.2761162519454956,
 748        0.23933157324790955,
 749        0.31154942512512207,
 750        0.24720905721187592,
 751        0.31790268421173096,
 752        0.31023386120796204,
 753        0.27943143248558044,
 754        0.31440499424934387,
 755        0.29974204301834106,
 756        0.24945266544818878,
 757        0.315425843000412,
 758        0.48332667350769043,
 759        0.27928003668785095,
 760        0.29102396965026855,
 761        0.24610742926597595,
 762        0.3049265742301941,
 763        0.2543427348136902,
 764        0.36769092082977295,
 765        0.17902089655399323,
 766        0.20401591062545776,
 767        0.24809953570365906,
 768        0.2683553993701935,
 769        0.2596448063850403,
 770        0.25110623240470886,
 771        0.30063751339912415,
 772        0.3338755667209625,
 773        0.30946996808052063,
 774        0.2969890534877777,
 775        0.35455209016799927,
 776        0.3405807614326477,
 777        0.2709059417247772,
 778        0.2472815364599228,
 779        0.22763416171073914,
 780        0.2321060597896576,
 781        0.2935563921928406,
 782        0.24622724950313568,
 783        0.22423520684242249,
 784        0.20874562859535217,
 785        0.30210715532302856,
 786        0.29519617557525635,
 787        0.28358030319213867,
 788        0.2548339068889618,
 789        0.25545182824134827,
 790        0.264484167098999,
 791        0.24855996668338776,
 792        0.24978488683700562,
 793        0.25517621636390686,
 794        0.22344693541526794,
 795        0.3541114032268524,
 796        0.2009676992893219,
 797        0.308383971452713,
 798        0.25234469771385193,
 799        0.23172339797019958,
 800        0.2331683188676834,
 801        0.24281977117061615,
 802        0.2884984016418457,
 803        0.23798057436943054,
 804        0.2785058319568634,
 805        0.28102490305900574,
 806        0.2588832676410675,
 807        0.2613981366157532,
 808        0.25347700715065,
 809        0.30726107954978943,
 810        0.31267139315605164,
 811        0.2704646587371826,
 812        0.2628726363182068,
 813        0.20151017606258392,
 814        0.2860874831676483,
 815        0.24604268372058868,
 816        0.335572749376297,
 817        0.25988298654556274,
 818        0.19384610652923584,
 819        0.22562280297279358,
 820        0.21407009661197662,
 821        0.24094738066196442,
 822        0.3087853193283081,
 823        0.21996687352657318,
 824        0.263869047164917,
 825        0.22051088511943817,
 826        0.25639745593070984,
 827        0.36009255051612854,
 828        0.2863040864467621,
 829        0.28243935108184814,
 830        0.3012138307094574,
 831        0.2832232713699341,
 832        0.26869145035743713,
 833        0.2516273260116577,
 834        0.3032602369785309,
 835        0.29993075132369995,
 836        0.2989283502101898,
 837        0.26119911670684814,
 838        0.1951674520969391,
 839        0.25144055485725403,
 840        0.3006190061569214,
 841        0.21211740374565125,
 842        0.2118988186120987,
 843        0.2534773051738739,
 844        0.23187126219272614,
 845        0.3007037341594696,
 846        0.257283478975296,
 847        0.28437843918800354,
 848        0.25089719891548157,
 849        0.2472067028284073,
 850        0.24263788759708405,
 851        0.24951961636543274,
 852        0.17187994718551636,
 853        0.25761908292770386,
 854        0.28161734342575073,
 855        0.30260443687438965,
 856        0.18191194534301758,
 857        0.3764820098876953,
 858        0.2762467861175537,
 859        0.28440728783607483,
 860        0.2351578176021576,
 861        0.19910858571529388,
 862        0.20422670245170593,
 863        0.22607068717479706,
 864        0.3613733947277069,
 865        0.34654971957206726,
 866        0.2924147844314575,
 867        0.27740001678466797,
 868        0.22849732637405396,
 869        0.3638441860675812,
 870        0.23056195676326752,
 871        0.31290721893310547,
 872        0.2691013514995575
 873      ]
 874    },
 875    "idea_task_plus_synchrony": {
 876      "final_k": 0.28861743211746216,
 877      "train_loss_last": 0.8073040246963501,
 878      "test_tail_mse": 2.2581248697614483e-07,
 879      "loss_curve": [
 880        1451.9337158203125,
 881        355.21148681640625,
 882        187.99366760253906,
 883        73.00750732421875,
 884        32.842933654785156,
 885        18.64832878112793,
 886        10.775753021240234,
 887        10.995682716369629,
 888        7.187363147735596,
 889        4.778731822967529,
 890        3.743117332458496,
 891        4.195792198181152,
 892        2.90620756149292,
 893        2.804320812225342,
 894        2.1799819469451904,
 895        1.7536429166793823,
 896        2.931694984436035,
 897        1.992586374282837,
 898        2.486894130706787,
 899        1.7495405673980713,
 900        1.47945237159729,
 901        1.5451099872589111,
 902        1.7915971279144287,
 903        1.1747491359710693,
 904        1.433659553527832,
 905        1.3735443353652954,
 906        2.0351104736328125,
 907        1.2381408214569092,
 908        1.4348372220993042,
 909        1.1063754558563232,
 910        1.3618545532226562,
 911        1.2914032936096191,
 912        1.3828259706497192,
 913        1.190199375152588,
 914        1.384008765220642,
 915        1.2432554960250854,
 916        1.2486275434494019,
 917        1.0666825771331787,
 918        0.9295055866241455,
 919        1.5396385192871094,
 920        1.1328380107879639,
 921        1.342594861984253,
 922        1.0667264461517334,
 923        1.277226448059082,
 924        1.0835498571395874,
 925        1.2973803281784058,
 926        1.456784963607788,
 927        0.8291621804237366,
 928        0.8950502872467041,
 929        0.7937083840370178,
 930        0.9487631320953369,
 931        1.0472651720046997,
 932        1.1356396675109863,
 933        1.0923035144805908,
 934        1.2428169250488281,
 935        1.1122387647628784,
 936        1.1908459663391113,
 937        1.4402966499328613,
 938        1.3272325992584229,
 939        1.3964824676513672,
 940        1.1633894443511963,
 941        1.1139322519302368,
 942        1.4018206596374512,
 943        0.8181463479995728,
 944        0.9994874000549316,
 945        1.4899086952209473,
 946        0.9396420121192932,
 947        1.009591817855835,
 948        1.3546252250671387,
 949        1.524956464767456,
 950        1.0441148281097412,
 951        1.061724305152893,
 952        1.3867253065109253,
 953        0.9895464181900024,
 954        0.8909687995910645,
 955        1.0875377655029297,
 956        1.1071361303329468,
 957        1.0390026569366455,
 958        1.0467002391815186,
 959        1.071548581123352,
 960        1.1964716911315918,
 961        0.9646458625793457,
 962        1.2169302701950073,
 963        1.0152838230133057,
 964        1.0503742694854736,
 965        0.7885950803756714,
 966        1.0752158164978027,
 967        1.1123628616333008,
 968        0.8430505990982056,
 969        1.1095951795578003,
 970        1.1539467573165894,
 971        1.185197114944458,
 972        1.048466444015503,
 973        1.3705390691757202,
 974        1.2120168209075928,
 975        1.1312178373336792,
 976        1.1663057804107666,
 977        1.4052706956863403,
 978        1.102957010269165,
 979        1.256331205368042,
 980        0.917151927947998,
 981        1.1397712230682373,
 982        0.9279657602310181,
 983        1.0803407430648804,
 984        1.2315447330474854,
 985        0.8866771459579468,
 986        1.0756548643112183,
 987        0.7062980532646179,
 988        1.3476428985595703,
 989        1.0057928562164307,
 990        1.3308546543121338,
 991        1.1103506088256836,
 992        1.2803997993469238,
 993        0.7693567872047424,
 994        0.8891234397888184,
 995        0.8648069500923157,
 996        1.0493443012237549,
 997        1.0284640789031982,
 998        0.7474064230918884,
 999        1.0089330673217773,
1000        1.2122997045516968,
1001        1.0791105031967163,
1002        1.4027650356292725,
1003        1.2863554954528809,
1004        1.2500061988830566,
1005        0.8270822763442993,
1006        1.087735652923584,
1007        1.242793321609497,
1008        0.9743789434432983,
1009        1.208669662475586,
1010        0.9689606428146362,
1011        1.275278091430664,
1012        1.1224592924118042,
1013        0.981576681137085,
1014        1.4724972248077393,
1015        1.069822072982788,
1016        0.8902438879013062,
1017        1.0794892311096191,
1018        0.9612106084823608,
1019        1.058363437652588,
1020        1.4821044206619263,
1021        1.374556064605713,
1022        1.2497035264968872,
1023        0.9945905208587646,
1024        1.0900938510894775,
1025        1.1012318134307861,
1026        1.003254771232605,
1027        1.1882445812225342,
1028        1.1391654014587402,
1029        1.0807416439056396,
1030        1.3380228281021118,
1031        1.3196313381195068,
1032        1.09698486328125,
1033        1.0029511451721191,
1034        1.1349951028823853,
1035        1.1664866209030151,
1036        0.7994396686553955,
1037        1.2019340991973877,
1038        1.1598063707351685,
1039        1.0472033023834229,
1040        1.1650915145874023,
1041        1.4858640432357788,
1042        1.1099952459335327,
1043        0.8941600322723389,
1044        0.9538699388504028,
1045        1.2617396116256714,
1046        0.9561561346054077,
1047        1.5242438316345215,
1048        0.9856976866722107,
1049        0.9016543626785278,
1050        1.3684146404266357,
1051        1.276721715927124,
1052        1.369051456451416,
1053        0.9618478417396545,
1054        0.8134936094284058,
1055        1.1293234825134277,
1056        1.2441322803497314,
1057        0.8645219206809998,
1058        0.7994145154953003,
1059        0.8170596361160278,
1060        0.8922151327133179,
1061        1.302255630493164,
1062        1.0253018140792847,
1063        1.261798620223999,
1064        0.9294697046279907,
1065        1.344632625579834,
1066        0.9236655235290527,
1067        1.325361967086792,
1068        1.3895704746246338,
1069        0.9661228656768799,
1070        1.0038018226623535,
1071        1.3808646202087402,
1072        1.2201051712036133,
1073        0.482915461063385,
1074        1.0035417079925537,
1075        1.0478848218917847,
1076        0.8569860458374023,
1077        1.155968189239502,
1078        1.0383856296539307,
1079        1.1800485849380493,
1080        0.9897239208221436,
1081        0.6431702375411987,
1082        0.7227759957313538,
1083        1.1331722736358643,
1084        1.207169771194458,
1085        0.8391342759132385,
1086        1.068341851234436,
1087        1.164704442024231,
1088        0.868847131729126,
1089        0.8449621200561523,
1090        1.1017037630081177,
1091        1.3535033464431763,
1092        1.0130327939987183,
1093        1.0930951833724976,
1094        0.8030093908309937,
1095        1.0277321338653564,
1096        1.0602257251739502,
1097        0.8602802753448486,
1098        0.7529030442237854,
1099        1.2235528230667114,
1100        1.159576177597046,
1101        0.7525255680084229,
1102        0.9502424597740173,
1103        0.8265416622161865,
1104        1.0511586666107178,
1105        1.3352816104888916,
1106        0.7009220719337463,
1107        0.9276844263076782,
1108        0.912281334400177,
1109        1.1570488214492798,
1110        0.8666655421257019,
1111        1.1767550706863403,
1112        0.9615151882171631,
1113        0.7447085976600647,
1114        1.099429965019226,
1115        0.7445142269134521,
1116        0.8022143840789795,
1117        1.09844970703125,
1118        0.9078130722045898,
1119        1.3416705131530762,
1120        0.8652435541152954,
1121        1.0633594989776611,
1122        0.9815577864646912,
1123        1.1092959642410278,
1124        0.823448657989502,
1125        1.0317676067352295,
1126        1.0893230438232422,
1127        0.8590705394744873,
1128        0.9461112022399902,
1129        0.9241389036178589,
1130        1.1002092361450195,
1131        0.8735474348068237,
1132        1.0266629457473755,
1133        1.172988772392273,
1134        0.8123677968978882,
1135        1.2319191694259644,
1136        1.0341780185699463,
1137        0.9268605709075928,
1138        1.1655566692352295,
1139        1.1753292083740234,
1140        0.7754185199737549,
1141        0.8173701763153076,
1142        0.9184801578521729,
1143        0.7920396327972412,
1144        0.9671893119812012,
1145        1.113652229309082,
1146        0.6137621402740479,
1147        0.6009488105773926,
1148        1.1452529430389404,
1149        1.0925532579421997,
1150        0.8702234029769897,
1151        0.9921403527259827,
1152        0.955917239189148,
1153        0.9863221049308777,
1154        1.1278660297393799,
1155        0.7947070598602295,
1156        0.7185506224632263,
1157        0.9470049142837524,
1158        0.6964694857597351,
1159        0.9397351741790771,
1160        0.72762531042099,
1161        1.2413828372955322,
1162        1.3049336671829224,
1163        0.9126893281936646,
1164        0.7148747444152832,
1165        0.7276440858840942,
1166        1.0427908897399902,
1167        0.9205231666564941,
1168        0.7779927253723145,
1169        0.8365932703018188,
1170        1.1122113466262817,
1171        1.1425678730010986,
1172        1.1659319400787354,
1173        0.8900873064994812,
1174        0.8733108043670654,
1175        0.8717546463012695,
1176        0.7301480174064636,
1177        1.067657709121704,
1178        0.6456656455993652,
1179        0.7867804169654846,
1180        0.9675309062004089,
1181        1.1014313697814941,
1182        0.8998444676399231,
1183        0.8492698073387146,
1184        0.7889994978904724,
1185        0.9065807461738586,
1186        0.8471734523773193,
1187        0.9894133806228638,
1188        0.7581596374511719,
1189        0.5597894191741943,
1190        1.099029779434204,
1191        1.1505305767059326,
1192        0.9506862759590149,
1193        0.7618710994720459,
1194        0.9184597134590149,
1195        0.9148474931716919,
1196        0.9547998905181885,
1197        0.8016793727874756,
1198        1.1010061502456665,
1199        0.6584409475326538,
1200        1.1362427473068237,
1201        1.1244877576828003,
1202        1.0493292808532715,
1203        0.8633382320404053,
1204        1.0231962203979492,
1205        0.8062149882316589,
1206        0.7117837071418762,
1207        0.7092945575714111,
1208        0.8381940126419067,
1209        0.857817530632019,
1210        0.9250202178955078,
1211        0.7170307636260986,
1212        0.5658197999000549,
1213        0.9896872043609619,
1214        0.8808377981185913,
1215        0.8650490641593933,
1216        1.2045577764511108,
1217        0.8971611261367798,
1218        0.7926957607269287,
1219        1.094170331954956,
1220        0.8974490165710449,
1221        0.9728633165359497,
1222        0.759225606918335,
1223        1.4858206510543823,
1224        0.7184916138648987,
1225        0.8210196495056152,
1226        0.7901296019554138,
1227        0.8724421262741089,
1228        1.2061262130737305,
1229        0.8223985433578491,
1230        0.8620638847351074,
1231        0.8918214440345764,
1232        0.9166787266731262,
1233        1.3147122859954834,
1234        1.098332405090332,
1235        0.8901292085647583,
1236        0.7281593084335327,
1237        0.7816241383552551,
1238        1.4017046689987183,
1239        0.7274712920188904,
1240        0.8359826803207397,
1241        0.9708963632583618,
1242        0.7267862558364868,
1243        0.9249635338783264,
1244        0.8850977420806885,
1245        1.032578706741333,
1246        0.9295003414154053,
1247        0.7164193391799927,
1248        0.8875423669815063,
1249        0.8278816938400269,
1250        0.7594070434570312,
1251        1.1091300249099731,
1252        1.0249885320663452,
1253        0.826663076877594,
1254        0.8283487558364868,
1255        0.7179946899414062,
1256        0.9346482753753662,
1257        0.7416271567344666,
1258        0.9537080526351929,
1259        0.9307016134262085,
1260        0.838294267654419,
1261        0.943215012550354,
1262        0.8992261290550232,
1263        0.7483580112457275,
1264        0.9462774991989136,
1265        1.4499800205230713,
1266        0.8378400802612305,
1267        0.8730719089508057,
1268        0.7383222579956055,
1269        0.9147797226905823,
1270        0.7630282044410706,
1271        1.1030727624893188,
1272        0.5370627045631409,
1273        0.6120477318763733,
1274        0.7442985773086548,
1275        0.8050662279129028,
1276        0.7789344191551208,
1277        0.7533186674118042,
1278        0.9019125699996948,
1279        1.00162672996521,
1280        0.9284099340438843,
1281        0.8909671306610107,
1282        1.0636563301086426,
1283        1.021742343902588,
1284        0.8127177953720093,
1285        0.7418445944786072,
1286        0.682902455329895,
1287        0.6963181495666504,
1288        0.8806691765785217,
1289        0.7386817336082458,
1290        0.6727056503295898,
1291        0.6262369155883789,
1292        0.9063214659690857,
1293        0.885588526725769,
1294        0.850740909576416,
1295        0.764501690864563,
1296        0.7663555145263672,
1297        0.7934525012969971,
1298        0.7456799149513245,
1299        0.7493546605110168,
1300        0.765528678894043,
1301        0.6703407764434814,
1302        1.0623341798782349,
1303        0.6029031276702881,
1304        0.9251519441604614,
1305        0.7570340633392334,
1306        0.6951701641082764,
1307        0.6995049715042114,
1308        0.7284592986106873,
1309        0.8654952049255371,
1310        0.7139416933059692,
1311        0.8355175256729126,
1312        0.8430746793746948,
1313        0.7766498327255249,
1314        0.7841944098472595,
1315        0.7604310512542725,
1316        0.9217832088470459,
1317        0.9380141496658325,
1318        0.8113939762115479,
1319        0.7886179089546204,
1320        0.6045305132865906,
1321        0.8582624197006226,
1322        0.7381280660629272,
1323        1.0067182779312134,
1324        0.7796489596366882,
1325        0.5815383195877075,
1326        0.6768684387207031,
1327        0.6422103047370911,
1328        0.7228421568870544,
1329        0.9263559579849243,
1330        0.6599006056785583,
1331        0.791607141494751,
1332        0.6615326404571533,
1333        0.7691923379898071,
1334        1.080277681350708,
1335        0.8589122295379639,
1336        0.8473180532455444,
1337        0.9036414623260498,
1338        0.8496698141098022,
1339        0.8060743808746338,
1340        0.7548819780349731,
1341        0.909780740737915,
1342        0.8997922539710999,
1343        0.8967850208282471,
1344        0.7835973501205444,
1345        0.5855023860931396,
1346        0.7543216943740845,
1347        0.9018570184707642,
1348        0.6363521814346313,
1349        0.6356964707374573,
1350        0.7604318857192993,
1351        0.6956138014793396,
1352        0.9021111726760864,
1353        0.7718504667282104,
1354        0.853135347366333,
1355        0.7526916265487671,
1356        0.7416201233863831,
1357        0.7279136776924133,
1358        0.7485588788986206,
1359        0.5156398415565491,
1360        0.7728572487831116,
1361        0.8448520302772522,
1362        0.907813310623169,
1363        0.5457358360290527,
1364        1.129446029663086,
1365        0.8287403583526611,
1366        0.8532218933105469,
1367        0.7054734230041504,
1368        0.5973257422447205,
1369        0.6126800775527954,
1370        0.67821204662323,
1371        1.0841201543807983,
1372        1.0396491289138794,
1373        0.8772443532943726,
1374        0.8322000503540039,
1375        0.6854919791221619,
1376        1.091532588005066,
1377        0.6916858553886414,
1378        0.9387216567993164,
1379        0.8073040246963501
1380      ]
1381    }
1382  }
1383}