Feasible High-Order Neural ODE Solver / results.json

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 1{
 2  "math_check": {
 3    "errors": [
 4      [
 5        2,
 6        0.00023946176802969177
 7      ],
 8      [
 9        4,
10        1.480244618035087e-05
11      ],
12      [
13        8,
14        9.225835255755044e-07
15      ],
16      [
17        16,
18        5.762129573483321e-08
19      ],
20      [
21        32,
22        3.6007028469953184e-09
23      ]
24    ],
25    "observed_orders": [
26      4.015887823199733,
27      4.004012267442911,
28      4.0010055226843955,
29      4.0002516537241375
30    ],
31    "expected_order": 4
32  },
33  "stiff_test": [
34    {
35      "method": "unconstrained",
36      "final": 0.9999999999927464,
37      "abs_error": 7.25364213138846e-12,
38      "max_constraint_violation": 0.035700124241365705,
39      "mean_residual": 1.1225374286524402e-16,
40      "inner_iterations": 0
41    },
42    {
43      "method": "clip",
44      "final": 0.9999999999927464,
45      "abs_error": 7.25364213138846e-12,
46      "max_constraint_violation": 0.0,
47      "mean_residual": 1.1225374286524402e-16,
48      "inner_iterations": 0
49    },
50    {
51      "method": "constrained",
52      "final": 1.0,
53      "abs_error": 0.0,
54      "max_constraint_violation": 0.0,
55      "mean_residual": 0.005473291895381082,
56      "inner_iterations": 45
57    }
58  ]
59}