TD-to-PDE Continuation Training / results.json
Failed on benchmark
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}