TD-to-PDE Continuation Training / results.json

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 1{
 2  "device": "cuda",
 3  "math": {
 4    "autodiff_generator_max_error": 0.0,
 5    "weak_dt": [
 6      0.04,
 7      0.02,
 8      0.01,
 9      0.005
10    ],
11    "weak_generator_abs_error": [
12      0.007964461864020722,
13      0.0037738490037718675,
14      0.0016815026837788127,
15      0.0009222732346217399
16    ],
17    "weak_error_ratio_last_first": 0.1157985624600814,
18    "predicted_euler_bias_ratio": 0.125
19  },
20  "gate_sweep": [
21    {
22      "threshold": 0.0,
23      "first_ramp_step": null,
24      "num_ramps": 0
25    },
26    {
27      "threshold": 0.0003,
28      "first_ramp_step": null,
29      "num_ramps": 0
30    },
31    {
32      "threshold": 0.0007,
33      "first_ramp_step": null,
34      "num_ramps": 0
35    },
36    {
37      "threshold": 0.002,
38      "first_ramp_step": 5,
39      "num_ramps": 8
40    },
41    {
42      "threshold": 0.02,
43      "first_ramp_step": 5,
44      "num_ramps": 8
45    }
46  ],
47  "matched_training": [
48    {
49      "mode": "td",
50      "td": 0.0009106047218665481,
51      "pde": 0.5367847681045532,
52      "rmse": 0.3747568428516388
53    },
54    {
55      "mode": "fixed",
56      "td": 0.004876244813203812,
57      "pde": 0.0010839872993528843,
58      "rmse": 0.029344476759433746
59    },
60    {
61      "mode": "continuation",
62      "td": 0.00502922385931015,
63      "pde": 6.614753510802984e-05,
64      "rmse": 0.031667403876781464
65    }
66  ]
67}