1{
 2  "device": "cuda",
 3  "math_check": {
 4    "interval_means": [0.161168, 0.265897, 0.437162, 0.621507],
 5    "jacobian_fd": 0.4076719284057617,
 6    "cov_over_delta": 0.4089339077472687,
 7    "firm_max_lhs_minus_rhs": -0.04663251340389252,
 8    "acceptance_at_.35": 0.7567733526229858
 9  },
10  "results": {
11    "clip": {"mse": 0.002346505643799901, "max_violation": 1.1920928955078125e-07, "feasible_rate": 1.0, "train_sec": 1.69399661299758, "gradnorm": 0.022328969091176987},
12    "exact": {"mse": 0.0024250727146863937, "max_violation": 1.1920928955078125e-07, "feasible_rate": 1.0, "train_sec": 1.8980867179998313, "gradnorm": 0.02255932241678238},
13    "soft": {"mse": 0.0013481348287314177, "max_violation": 0.17077850922942162, "feasible_rate": 0.6796875, "train_sec": 2.6986105569994834, "gradnorm": 0.04860229790210724},
14    "hard": {"mse": 0.24542176723480225, "max_violation": 1.0, "feasible_rate": 1.0, "train_sec": 1.814694052997675, "gradnorm": 0.0, "feasible_samples_mean": 2.0, "sample_feasible_rate": 0.0625}
15  }
16}