Rank-One Proximal Quasi-Newton Optimizer / results.json

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 1{
 2  "math_check": {
 3    "root_residual": 1.8735013540549517e-16,
 4    "direct_solution_max_error": 1.35253081956499e-07,
 5    "direct_solver_success": true,
 6    "sherman_morrison_identity_error": 3.3306690738754696e-15,
 7    "q": 0.008121832366519813
 8  },
 9  "baseline": {
10    "final_objective": 11.161239949227571,
11    "objective_at_30": 10.874866901560404,
12    "objective_at_90": 11.161239949227571,
13    "seconds": 0.7659682279991102,
14    "active_groups": 10,
15    "mean_abs_residual": 0.0,
16    "max_abs_residual": 0.0
17  },
18  "idea": {
19    "final_objective": 7.190502796836321,
20    "objective_at_30": 4.168213004895511,
21    "objective_at_90": 7.190502796836321,
22    "seconds": 8.255216304998612,
23    "active_groups": 10,
24    "mean_abs_residual": 0.00037402383746686074,
25    "max_abs_residual": 0.0008595794279413057
26  },
27  "settings": {
28    "n": 300,
29    "p": 40,
30    "steps": 180,
31    "lambda": 0.025,
32    "seed": 123
33  }
34}