{
  "seed": 2437,
  "toy": {
    "unbiasedness": {
      "target": 1.0,
      "mean": 1.0009175374466868,
      "absolute_error": 0.000917537446686767,
      "shift_sd": 0.08660030027744585
    },
    "smooth_scaling": {
      "rows_n_qmc_rmse_iid_rmse": [
        [
          4,
          0.17250074556513986,
          0.37514461935592347
        ],
        [
          8,
          0.1229710912657398,
          0.2732318589589795
        ],
        [
          16,
          0.08745179423348792,
          0.19589901350650102
        ],
        [
          32,
          0.011909553996614888,
          0.128230575312932
        ],
        [
          64,
          0.006044207247995404,
          0.09820441922085092
        ],
        [
          128,
          0.0031076869243454592,
          0.06345244784344573
        ],
        [
          256,
          0.002260597546344245,
          0.04590903376035865
        ]
      ],
      "qmc_loglog_slope": -1.1867426867673811,
      "iid_loglog_slope": -0.5107427475258122
    },
    "nonsmooth_control": {
      "rows_n_qmc_rmse_iid_rmse": [
        [
          4,
          0.12480688207186333,
          0.24413151232993252
        ],
        [
          8,
          0.023029787097365882,
          0.1642501902586417
        ],
        [
          16,
          0.016190169302118182,
          0.12123595480830449
        ],
        [
          32,
          0.012437833695272259,
          0.08288049979394278
        ],
        [
          64,
          0.007418944734043844,
          0.060626793274460265
        ],
        [
          128,
          0.003744120757478587,
          0.04337355263353694
        ],
        [
          256,
          0.0016916390978942335,
          0.029086392333772516
        ]
      ],
      "qmc_loglog_slope": -0.8922440066184697,
      "iid_loglog_slope": -0.5017690005233926
    },
    "dimension": {
      "rows_d_qmc_rmse_iid_rmse": [
        [
          1,
          7.408711319456051e-17,
          0.06409186474230419
        ],
        [
          2,
          0.006044207247995404,
          0.09820441922085092
        ],
        [
          4,
          0.02713993784377643,
          0.14133206145848257
        ],
        [
          8,
          0.15645636644504335,
          0.2645397146643795
        ],
        [
          16,
          0.6137762393643503,
          0.7575444571784038
        ]
      ]
    }
  },
  "neural_gradient": {
    "n": 16,
    "reps": 192,
    "gradient_component_variance_qmc": 0.00022364074156592338,
    "gradient_component_variance_iid": 0.0015161068618835918,
    "variance_reduction": 0.852490119800609,
    "loss_mean_qmc": 0.6920621972707651,
    "loss_mean_iid": 0.6951692378916935,
    "loss_mean_difference": -0.0031070406209283696
  },
  "training": {
    "steps": 120,
    "final_loss_qmc": 0.020480488973682272,
    "final_loss_iid": 0.0236887128156614,
    "best_loss_qmc": 0.019288608424100056,
    "best_loss_iid": 0.014772462179872015,
    "trajectory_first_last": {
      "qmc": [
        0.8717840702222569,
        0.020480488973682272
      ],
      "iid": [
        1.1104789688393235,
        0.0236887128156614
      ]
    }
  }
}