Recycled-curvature proximal optimizer / results.json
Failed on benchmark
1{
2 "math_verification": {
3 "transport_l2_error": 2.482534153247273e-16,
4 "max_secant_identity_error": 1.4210854715202004e-14,
5 "secant_ratio_min": 1.1685312661458844,
6 "secant_ratio_predicted_min": 1.0,
7 "stability_sweep": [
8 {
9 "gamma_lambda": 0.1,
10 "observed_factor": 0.9,
11 "contractive": true
12 },
13 {
14 "gamma_lambda": 0.25,
15 "observed_factor": 0.75,
16 "contractive": true
17 },
18 {
19 "gamma_lambda": 0.45,
20 "observed_factor": 0.55,
21 "contractive": true
22 },
23 {
24 "gamma_lambda": 0.55,
25 "observed_factor": 0.44999999999999996,
26 "contractive": true
27 },
28 {
29 "gamma_lambda": 0.2,
30 "observed_factor": 0.8,
31 "contractive": true
32 },
33 {
34 "gamma_lambda": 0.5,
35 "observed_factor": 0.5,
36 "contractive": true
37 },
38 {
39 "gamma_lambda": 0.9,
40 "observed_factor": 0.09999999999999998,
41 "contractive": true
42 },
43 {
44 "gamma_lambda": 1.1,
45 "observed_factor": 0.10000000000000009,
46 "contractive": true
47 },
48 {
49 "gamma_lambda": 0.36000000000000004,
50 "observed_factor": 0.6399999999999999,
51 "contractive": true
52 },
53 {
54 "gamma_lambda": 0.9,
55 "observed_factor": 0.09999999999999998,
56 "contractive": true
57 },
58 {
59 "gamma_lambda": 1.62,
60 "observed_factor": 0.6200000000000001,
61 "contractive": true
62 },
63 {
64 "gamma_lambda": 1.9800000000000002,
65 "observed_factor": 0.9800000000000002,
66 "contractive": true
67 },
68 {
69 "gamma_lambda": 0.44000000000000006,
70 "observed_factor": 0.5599999999999999,
71 "contractive": true
72 },
73 {
74 "gamma_lambda": 1.1,
75 "observed_factor": 0.10000000000000009,
76 "contractive": true
77 },
78 {
79 "gamma_lambda": 1.9800000000000002,
80 "observed_factor": 0.9800000000000002,
81 "contractive": true
82 },
83 {
84 "gamma_lambda": 2.4200000000000004,
85 "observed_factor": 1.4200000000000004,
86 "contractive": false
87 }
88 ],
89 "stability_prediction_pass": true,
90 "stability_interval_prediction": "0 < gamma*lambda < 2 for H=I",
91 "stability_sweep_max_contracting_product": 1.9800000000000002
92 },
93 "mini_experiment": {
94 "outer_updates": 30,
95 "inner_steps": 3,
96 "baseline_gradient_calls": 90,
97 "idea_gradient_calls": 31,
98 "gradient_call_reduction_percent": 65.55555555555556,
99 "baseline_final_residual": 0.006137590810837889,
100 "idea_final_residual": 0.10893775834614867,
101 "baseline_mean_residual": 0.007801524050483123,
102 "idea_mean_residual": 0.18040285340060172,
103 "baseline_seconds": 0.0021869780011911644,
104 "idea_seconds": 0.1331608149994281
105 }
106}