{ "config": { "input_dim": 16, "output_dim": 4, "width": 64, "train_samples": 128, "test_samples": 512, "target_steps": 50, "early_steps": [ 5, 10, 20 ], "lr": 0.001, "init_seeds": 2, "feedback_seeds": 4, "data_seed": 123, "feedback_scale": "relu", "device": "cpu", "torch_threads": 4, "outdir": "outputs/compressed_operator_retangent_T50_width64_N128" }, "rows": [ { "init_seed": 10000, "feedback_seed": 100000, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4674972235655037, "empirical_gap": 0.11053139137135837, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4705516327579597, "fixed_gap": 0.13782275970563473, "compressed_fa_loss": 2.469760390801688, "compressed_gap": 0.13703151774936284, "linear_bp_loss": 2.3860646660322042, "linear_fa_loss": 2.4795265267204636, "linear_gap": 0.09346186068825935, "retangent_bp_loss": 2.342162065093427, "retangent_fa_loss": 2.4718764474686257, "retangent_gap": 0.1297143823751985, "alpha_s": 0.0008398265118322409, "alpha_slope": 0.00016796530236644819, "fixed_gap_error": 0.027291368334276367, "compressed_gap_error": 0.026500126378004474, "linear_gap_error": -0.01706953068309902, "retangent_gap_error": 0.019182991003840133 }, { "init_seed": 10000, "feedback_seed": 100000, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4674972235655037, "empirical_gap": 0.11053139137135837, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4705516327579597, "fixed_gap": 0.13782275970563473, "compressed_fa_loss": 2.4696408001398726, "compressed_gap": 0.13691192708754762, "linear_bp_loss": 2.3746778089374754, "linear_fa_loss": 2.4769110722390923, "linear_gap": 0.10223326330161697, "retangent_bp_loss": 2.347788818158224, "retangent_fa_loss": 2.472618876328779, "retangent_gap": 0.12483005817055526, "alpha_s": 0.001933962886836676, "alpha_slope": 0.0001933962886836676, "fixed_gap_error": 0.027291368334276367, "compressed_gap_error": 0.026380535716189257, "linear_gap_error": -0.008298128069741395, "retangent_gap_error": 0.01429866679919689 }, { "init_seed": 10000, "feedback_seed": 100000, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4674972235655037, "empirical_gap": 0.11053139137135837, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4705516327579597, "fixed_gap": 0.13782275970563473, "compressed_fa_loss": 2.468952057847534, "compressed_gap": 0.13622318479520912, "linear_bp_loss": 2.360893482087185, "linear_fa_loss": 2.4684876204449884, "linear_gap": 0.10759413835780318, "retangent_bp_loss": 2.352456177530965, "retangent_fa_loss": 2.4697449829070446, "retangent_gap": 0.11728880537607944, "alpha_s": 0.006801682444605954, "alpha_slope": 0.0003400841222302977, "fixed_gap_error": 0.027291368334276367, "compressed_gap_error": 0.02569179342385075, "linear_gap_error": -0.0029372530135551855, "retangent_gap_error": 0.006757414004721074 }, { "init_seed": 10000, "feedback_seed": 100001, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4714364509805256, "empirical_gap": 0.11447061878638021, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.48436919706372, "fixed_gap": 0.15164032401139504, "compressed_fa_loss": 2.456722611444829, "compressed_gap": 0.12399373839250405, "linear_bp_loss": 2.3860646660322042, "linear_fa_loss": 2.478599999780462, "linear_gap": 0.09253533374825773, "retangent_bp_loss": 2.342162065093427, "retangent_fa_loss": 2.4827981312109335, "retangent_gap": 0.14063606611750634, "alpha_s": 0.030260424946150933, "alpha_slope": 0.006052084989230187, "fixed_gap_error": 0.03716970522501484, "compressed_gap_error": 0.009523119606123842, "linear_gap_error": -0.021935285038122476, "retangent_gap_error": 0.026165447331126135 }, { "init_seed": 10000, "feedback_seed": 100001, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4714364509805256, "empirical_gap": 0.11447061878638021, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.48436919706372, "fixed_gap": 0.15164032401139504, "compressed_fa_loss": 2.458017824463228, "compressed_gap": 0.1252889514109028, "linear_bp_loss": 2.3746778089374754, "linear_fa_loss": 2.470238008950175, "linear_gap": 0.0955602000126996, "retangent_bp_loss": 2.347788818158224, "retangent_fa_loss": 2.4787502376263064, "retangent_gap": 0.1309614194680826, "alpha_s": 0.05757182130161604, "alpha_slope": 0.005757182130161604, "fixed_gap_error": 0.03716970522501484, "compressed_gap_error": 0.010818332624522586, "linear_gap_error": -0.018910418773680604, "retangent_gap_error": 0.01649080068170239 }, { "init_seed": 10000, "feedback_seed": 100001, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4714364509805256, "empirical_gap": 0.11447061878638021, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.48436919706372, "fixed_gap": 0.15164032401139504, "compressed_fa_loss": 2.4611049794971, "compressed_gap": 0.12837610644477504, "linear_bp_loss": 2.360893482087185, "linear_fa_loss": 2.4707728776918225, "linear_gap": 0.10987939560463733, "retangent_bp_loss": 2.352456177530965, "retangent_fa_loss": 2.475302497290546, "retangent_gap": 0.12284631975958105, "alpha_s": 0.10117840307699459, "alpha_slope": 0.00505892015384973, "fixed_gap_error": 0.03716970522501484, "compressed_gap_error": 0.013905487658394833, "linear_gap_error": -0.004591223181742876, "retangent_gap_error": 0.00837570097320084 }, { "init_seed": 10000, "feedback_seed": 100002, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4572996708485597, "empirical_gap": 0.10033383865441436, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4487734594838644, "fixed_gap": 0.11604458643153936, "compressed_fa_loss": 2.4487734594838644, "compressed_gap": 0.11604458643153936, "linear_bp_loss": 2.3860646660322042, "linear_fa_loss": 2.463377815388112, "linear_gap": 0.07731314935590783, "retangent_bp_loss": 2.342162065093427, "retangent_fa_loss": 2.4513219056335576, "retangent_gap": 0.10915984054013039, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.015710747777125, "compressed_gap_error": 0.015710747777125, "linear_gap_error": -0.023020689298506536, "retangent_gap_error": 0.008826001885716028 }, { "init_seed": 10000, "feedback_seed": 100002, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4572996708485597, "empirical_gap": 0.10033383865441436, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4487734594838644, "fixed_gap": 0.11604458643153936, "compressed_fa_loss": 2.4487734594838644, "compressed_gap": 0.11604458643153936, "linear_bp_loss": 2.3746778089374754, "linear_fa_loss": 2.4594477984050647, "linear_gap": 0.08476998946758929, "retangent_bp_loss": 2.347788818158224, "retangent_fa_loss": 2.452616615690993, "retangent_gap": 0.10482779753276938, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.015710747777125, "compressed_gap_error": 0.015710747777125, "linear_gap_error": -0.015563849186825074, "retangent_gap_error": 0.00449395887835502 }, { "init_seed": 10000, "feedback_seed": 100002, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.4572996708485597, "empirical_gap": 0.10033383865441436, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4487734594838644, "fixed_gap": 0.11604458643153936, "compressed_fa_loss": 2.4487734594838644, "compressed_gap": 0.11604458643153936, "linear_bp_loss": 2.360893482087185, "linear_fa_loss": 2.4588624843604547, "linear_gap": 0.09796900227326955, "retangent_bp_loss": 2.352456177530965, "retangent_fa_loss": 2.455290479912579, "retangent_gap": 0.10283430238161406, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.015710747777125, "compressed_gap_error": 0.015710747777125, "linear_gap_error": -0.002364836381144819, "retangent_gap_error": 0.0025004637271996977 }, { "init_seed": 10000, "feedback_seed": 100003, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.454226960126308, "empirical_gap": 0.09726112793216268, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4566033375851983, "fixed_gap": 0.12387446453287332, "compressed_fa_loss": 2.4530789790242205, "compressed_gap": 0.12035010597189544, "linear_bp_loss": 2.3860646660322042, "linear_fa_loss": 2.4587953667116524, "linear_gap": 0.0727307006794482, "retangent_bp_loss": 2.342162065093427, "retangent_fa_loss": 2.4571427871402345, "retangent_gap": 0.11498072204680732, "alpha_s": 0.004637601304708149, "alpha_slope": 0.0009275202609416299, "fixed_gap_error": 0.026613336600710635, "compressed_gap_error": 0.023088978039732755, "linear_gap_error": -0.024530427252714482, "retangent_gap_error": 0.017719594114644632 }, { "init_seed": 10000, "feedback_seed": 100003, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.454226960126308, "empirical_gap": 0.09726112793216268, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4566033375851983, "fixed_gap": 0.12387446453287332, "compressed_fa_loss": 2.4514766267828922, "compressed_gap": 0.11874775373056723, "linear_bp_loss": 2.3746778089374754, "linear_fa_loss": 2.4577804081463075, "linear_gap": 0.08310259920883212, "retangent_bp_loss": 2.347788818158224, "retangent_fa_loss": 2.4571990716280405, "retangent_gap": 0.1094102534698167, "alpha_s": 0.013525952713861564, "alpha_slope": 0.0013525952713861564, "fixed_gap_error": 0.026613336600710635, "compressed_gap_error": 0.021486625798404546, "linear_gap_error": -0.014158528723330566, "retangent_gap_error": 0.012149125537654015 }, { "init_seed": 10000, "feedback_seed": 100003, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.3569658321941453, "empirical_fa_loss": 2.454226960126308, "empirical_gap": 0.09726112793216268, "fixed_bp_loss": 2.332728873052325, "fixed_fa_loss": 2.4566033375851983, "fixed_gap": 0.12387446453287332, "compressed_fa_loss": 2.450892144956739, "compressed_gap": 0.11816327190441411, "linear_bp_loss": 2.360893482087185, "linear_fa_loss": 2.4540930662694715, "linear_gap": 0.09319958418228635, "retangent_bp_loss": 2.352456177530965, "retangent_fa_loss": 2.4558000404789433, "retangent_gap": 0.10334386294797815, "alpha_s": 0.03016351607980946, "alpha_slope": 0.001508175803990473, "fixed_gap_error": 0.026613336600710635, "compressed_gap_error": 0.02090214397225143, "linear_gap_error": -0.0040615437498763285, "retangent_gap_error": 0.006082735015815466 }, { "init_seed": 10001, "feedback_seed": 101000, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5609120318212937, "empirical_gap": 0.14564645734428927, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.562959593837799, "fixed_gap": 0.1742656814585053, "compressed_fa_loss": 2.562959593837799, "compressed_gap": 0.1742656814585053, "linear_bp_loss": 2.431355114728758, "linear_fa_loss": 2.564276324724414, "linear_gap": 0.13292120999565604, "retangent_bp_loss": 2.3969024324187287, "retangent_fa_loss": 2.5624384458579397, "retangent_gap": 0.16553601343921098, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.028619224114216024, "compressed_gap_error": 0.028619224114216024, "linear_gap_error": -0.012725247348633228, "retangent_gap_error": 0.019889556094921712 }, { "init_seed": 10001, "feedback_seed": 101000, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5609120318212937, "empirical_gap": 0.14564645734428927, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.562959593837799, "fixed_gap": 0.1742656814585053, "compressed_fa_loss": 2.562959593837799, "compressed_gap": 0.1742656814585053, "linear_bp_loss": 2.427704728225274, "linear_fa_loss": 2.5592851607374265, "linear_gap": 0.13158043251215235, "retangent_bp_loss": 2.403380676390565, "retangent_fa_loss": 2.5604958698745337, "retangent_gap": 0.15711519348396852, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.028619224114216024, "compressed_gap_error": 0.028619224114216024, "linear_gap_error": -0.014066024832136925, "retangent_gap_error": 0.011468736139679248 }, { "init_seed": 10001, "feedback_seed": 101000, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5609120318212937, "empirical_gap": 0.14564645734428927, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.562959593837799, "fixed_gap": 0.1742656814585053, "compressed_fa_loss": 2.562959593837799, "compressed_gap": 0.1742656814585053, "linear_bp_loss": 2.418124048091431, "linear_fa_loss": 2.562142908462014, "linear_gap": 0.1440188603705832, "retangent_bp_loss": 2.4094002731686066, "retangent_fa_loss": 2.5612611701654533, "retangent_gap": 0.15186089699684668, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.028619224114216024, "compressed_gap_error": 0.028619224114216024, "linear_gap_error": -0.0016275969737060692, "retangent_gap_error": 0.006214439652557413 }, { "init_seed": 10001, "feedback_seed": 101001, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5542741859892297, "empirical_gap": 0.13900861151222532, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.561600287495685, "fixed_gap": 0.17290637511639106, "compressed_fa_loss": 2.538330968149844, "compressed_gap": 0.1496370557705502, "linear_bp_loss": 2.431355114728758, "linear_fa_loss": 2.5566965756619338, "linear_gap": 0.12534146093317577, "retangent_bp_loss": 2.3969024324187287, "retangent_fa_loss": 2.560246952154703, "retangent_gap": 0.1633445197359742, "alpha_s": 0.022607389159601757, "alpha_slope": 0.0045214778319203515, "fixed_gap_error": 0.03389776360416574, "compressed_gap_error": 0.010628444258324876, "linear_gap_error": -0.013667150579049547, "retangent_gap_error": 0.02433590822374887 }, { "init_seed": 10001, "feedback_seed": 101001, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5542741859892297, "empirical_gap": 0.13900861151222532, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.561600287495685, "fixed_gap": 0.17290637511639106, "compressed_fa_loss": 2.5400762802853927, "compressed_gap": 0.15138236790609882, "linear_bp_loss": 2.427704728225274, "linear_fa_loss": 2.5532517623747535, "linear_gap": 0.12554703414947932, "retangent_bp_loss": 2.403380676390565, "retangent_fa_loss": 2.558189733578768, "retangent_gap": 0.15480905718820281, "alpha_s": 0.041728902334946916, "alpha_slope": 0.004172890233494692, "fixed_gap_error": 0.03389776360416574, "compressed_gap_error": 0.012373756393873503, "linear_gap_error": -0.013461577362746002, "retangent_gap_error": 0.015800445675977492 }, { "init_seed": 10001, "feedback_seed": 101001, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5542741859892297, "empirical_gap": 0.13900861151222532, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.561600287495685, "fixed_gap": 0.17290637511639106, "compressed_fa_loss": 2.542987194498897, "compressed_gap": 0.15429328211960325, "linear_bp_loss": 2.418124048091431, "linear_fa_loss": 2.554602723594938, "linear_gap": 0.13647867550350679, "retangent_bp_loss": 2.4094002731686066, "retangent_fa_loss": 2.556599441089581, "retangent_gap": 0.14719916792097454, "alpha_s": 0.07189934952788932, "alpha_slope": 0.0035949674763944657, "fixed_gap_error": 0.03389776360416574, "compressed_gap_error": 0.015284670607377926, "linear_gap_error": -0.0025299360087185363, "retangent_gap_error": 0.008190556408749217 }, { "init_seed": 10001, "feedback_seed": 101002, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5723825601131525, "empirical_gap": 0.15711698563614807, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5737215967324123, "fixed_gap": 0.18502768435311845, "compressed_fa_loss": 2.5737215967324123, "compressed_gap": 0.18502768435311845, "linear_bp_loss": 2.431355114728758, "linear_fa_loss": 2.570802171855943, "linear_gap": 0.13944705712718486, "retangent_bp_loss": 2.3969024324187287, "retangent_fa_loss": 2.572553679220815, "retangent_gap": 0.1756512468020861, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.027910698716970384, "compressed_gap_error": 0.027910698716970384, "linear_gap_error": -0.017669928508963206, "retangent_gap_error": 0.018534261165938037 }, { "init_seed": 10001, "feedback_seed": 101002, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5723825601131525, "empirical_gap": 0.15711698563614807, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5737215967324123, "fixed_gap": 0.18502768435311845, "compressed_fa_loss": 2.5737215967324123, "compressed_gap": 0.18502768435311845, "linear_bp_loss": 2.427704728225274, "linear_fa_loss": 2.5747991849571727, "linear_gap": 0.14709445673189858, "retangent_bp_loss": 2.403380676390565, "retangent_fa_loss": 2.5735296524948827, "retangent_gap": 0.17014897610431756, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.027910698716970384, "compressed_gap_error": 0.027910698716970384, "linear_gap_error": -0.010022528904249484, "retangent_gap_error": 0.013031990468169496 }, { "init_seed": 10001, "feedback_seed": 101002, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.5723825601131525, "empirical_gap": 0.15711698563614807, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5737215967324123, "fixed_gap": 0.18502768435311845, "compressed_fa_loss": 2.5737215967324123, "compressed_gap": 0.18502768435311845, "linear_bp_loss": 2.418124048091431, "linear_fa_loss": 2.5741481861486584, "linear_gap": 0.15602413805722737, "retangent_bp_loss": 2.4094002731686066, "retangent_fa_loss": 2.573585092393623, "retangent_gap": 0.16418481922501638, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.027910698716970384, "compressed_gap_error": 0.027910698716970384, "linear_gap_error": -0.001092847578920697, "retangent_gap_error": 0.007067833588868311 }, { "init_seed": 10001, "feedback_seed": 101003, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.555275162766506, "empirical_gap": 0.1400095882895016, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5529535476349148, "fixed_gap": 0.16425963525562093, "compressed_fa_loss": 2.5529535476349148, "compressed_gap": 0.16425963525562093, "linear_bp_loss": 2.431355114728758, "linear_fa_loss": 2.5559760944099863, "linear_gap": 0.12462097968122832, "retangent_bp_loss": 2.3969024324187287, "retangent_fa_loss": 2.552877726151136, "retangent_gap": 0.15597529373240748, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.02425004696611932, "compressed_gap_error": 0.02425004696611932, "linear_gap_error": -0.015388608608273291, "retangent_gap_error": 0.015965705442905875 }, { "init_seed": 10001, "feedback_seed": 101003, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.555275162766506, "empirical_gap": 0.1400095882895016, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5529535476349148, "fixed_gap": 0.16425963525562093, "compressed_fa_loss": 2.5529535476349148, "compressed_gap": 0.16425963525562093, "linear_bp_loss": 2.427704728225274, "linear_fa_loss": 2.55881141594109, "linear_gap": 0.1311066877158158, "retangent_bp_loss": 2.403380676390565, "retangent_fa_loss": 2.5545813591406743, "retangent_gap": 0.15120068275010912, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.02425004696611932, "compressed_gap_error": 0.02425004696611932, "linear_gap_error": -0.008902900573685812, "retangent_gap_error": 0.011191094460607509 }, { "init_seed": 10001, "feedback_seed": 101003, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.4152655744770044, "empirical_fa_loss": 2.555275162766506, "empirical_gap": 0.1400095882895016, "fixed_bp_loss": 2.388693912379294, "fixed_fa_loss": 2.5529535476349148, "fixed_gap": 0.16425963525562093, "compressed_fa_loss": 2.5529535476349148, "compressed_gap": 0.16425963525562093, "linear_bp_loss": 2.418124048091431, "linear_fa_loss": 2.5577320297062793, "linear_gap": 0.13960798161484833, "retangent_bp_loss": 2.4094002731686066, "retangent_fa_loss": 2.5558631971466568, "retangent_gap": 0.14646292397805016, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.02425004696611932, "compressed_gap_error": 0.02425004696611932, "linear_gap_error": -0.0004016066746532765, "retangent_gap_error": 0.006453335688548556 } ] }