{
  "operator_benchmark": [
    {
      "alpha": 0.4,
      "N": 8,
      "L1_error": 0.06643548045841485,
      "Hermite_error": 3.8563947985847946e-05
    },
    {
      "alpha": 0.4,
      "N": 16,
      "L1_error": 0.02433826610158718,
      "Hermite_error": 3.371467319546184e-06
    },
    {
      "alpha": 0.4,
      "N": 32,
      "L1_error": 0.00860418300940835,
      "Hermite_error": 2.899501430064788e-07
    },
    {
      "alpha": 0.4,
      "N": 64,
      "L1_error": 0.0029765749740326974,
      "Hermite_error": 2.4672943688131e-08
    },
    {
      "alpha": 0.7,
      "N": 8,
      "L1_error": 0.2516987274026614,
      "Hermite_error": 8.414212251039999e-05
    },
    {
      "alpha": 0.7,
      "N": 16,
      "L1_error": 0.10937596002079841,
      "Hermite_error": 8.778863248348756e-06
    },
    {
      "alpha": 0.7,
      "N": 32,
      "L1_error": 0.04613350916533587,
      "Hermite_error": 9.061181316383227e-07
    },
    {
      "alpha": 0.7,
      "N": 64,
      "L1_error": 0.019145059822945232,
      "Hermite_error": 9.270234579972225e-08
    },
    {
      "alpha": 0.9,
      "N": 8,
      "L1_error": 0.5372462426190179,
      "Hermite_error": 6.735686008285668e-05
    },
    {
      "alpha": 0.9,
      "N": 16,
      "L1_error": 0.26407541491714914,
      "Hermite_error": 7.989880808523253e-06
    },
    {
      "alpha": 0.9,
      "N": 32,
      "L1_error": 0.12654226240924515,
      "Hermite_error": 9.385568775499564e-07
    },
    {
      "alpha": 0.9,
      "N": 64,
      "L1_error": 0.05985699962038549,
      "Hermite_error": 9.104909404200612e-08
    }
  ],
  "forward": {
    "alpha": 0.7,
    "kappa": 0.05,
    "lambda": 1.0,
    "Nt": 16,
    "Nx": 25,
    "relative_L2_error": 1.9809484559079957e-05,
    "max_error": 3.8036211651770735e-05,
    "residual_MSE": 2.006254166594073e-08,
    "max_residual": 0.0004435029657914591,
    "training_seconds_CPU": 20.19796586036682,
    "architecture": "2-32-32-32-1 tanh",
    "optimizer": "Adam(1500) + L-BFGS(max 200)"
  },
  "inverse": [
    {
      "start_alpha": 0.3,
      "start_kappa": 0.12,
      "alpha_hat": 0.7000000000087245,
      "kappa_hat": 0.04999999999990185,
      "nfev": 10,
      "rms_residual": 3.391125852281722e-13
    },
    {
      "start_alpha": 0.55,
      "start_kappa": 0.08,
      "alpha_hat": 0.6999999999620516,
      "kappa_hat": 0.05000000000105479,
      "nfev": 8,
      "rms_residual": 2.852168899654154e-12
    },
    {
      "start_alpha": 0.85,
      "start_kappa": 0.02,
      "alpha_hat": 0.7000000000829928,
      "kappa_hat": 0.049999999998519076,
      "nfev": 7,
      "rms_residual": 3.3714914178463997e-12
    },
    {
      "start_alpha": 0.9,
      "start_kappa": 0.15,
      "alpha_hat": 0.7000000000087233,
      "kappa_hat": 0.04999999999990187,
      "nfev": 10,
      "rms_residual": 3.390982896481671e-13
    }
  ],
  "seed": 1234
}
