Exact-Jacobian Flow Controller / results.json
Mechanism confirmed, baseline not beaten
1{
2 "device": "cuda",
3 "math_checks": [
4 {
5 "gamma": 0.0,
6 "pred_logdet": 0.0,
7 "obs_logdet": 0.0,
8 "pred_3x": 0.0,
9 "obs_3x": 0.0,
10 "recon_max": 2.384185791015625e-07
11 },
12 {
13 "gamma": 0.25,
14 "pred_logdet": 1.0,
15 "obs_logdet": 1.0,
16 "pred_3x": 3.0,
17 "obs_3x": 3.0,
18 "recon_max": 4.76837158203125e-07
19 },
20 {
21 "gamma": 0.5,
22 "pred_logdet": 2.0,
23 "obs_logdet": 2.0,
24 "pred_3x": 6.0,
25 "obs_3x": 6.0,
26 "recon_max": 2.384185791015625e-07
27 },
28 {
29 "gamma": 1.0,
30 "pred_logdet": 4.0,
31 "obs_logdet": 4.0,
32 "pred_3x": 12.0,
33 "obs_3x": 12.0,
34 "recon_max": 2.384185791015625e-07
35 },
36 {
37 "gamma": 1.5,
38 "pred_logdet": 6.0,
39 "obs_logdet": 6.0,
40 "pred_3x": 18.0,
41 "obs_3x": 18.0,
42 "recon_max": 2.384185791015625e-07
43 },
44 {
45 "nonlinear_jacobian_logdet": 2.0182530879974365,
46 "analytic_logdet": 2.0182530879974365,
47 "jacobian_abs_error": 0.0,
48 "jacobian_sign": 1.0,
49 "nonlinear_inverse_max_error": 0.0
50 }
51 ],
52 "models": {
53 "2": {
54 "flow": [
55 1.5364100933074951,
56 1.2448464632034302
57 ],
58 "diag_mlp": [
59 4.465583324432373,
60 2.818814277648926
61 ]
62 },
63 "8": {
64 "flow": [
65 4.148821830749512,
66 1.2992744445800781
67 ],
68 "diag_mlp": [
69 17.779361724853516,
70 2.9177722930908203
71 ]
72 }
73 }
74}