{ "config": { "input_dim": 16, "output_dim": 4, "width": 64, "train_samples": 96, "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_N96" }, "rows": [ { "init_seed": 10000, "feedback_seed": 100000, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.954747756337525, "empirical_gap": 0.13635721056555639, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9611016424461205, "fixed_gap": 0.17128145591530286, "compressed_fa_loss": 2.959793895801235, "compressed_gap": 0.16997370927041722, "linear_bp_loss": 2.8449958386212546, "linear_fa_loss": 2.9854237416355844, "linear_gap": 0.14042790301432984, "retangent_bp_loss": 2.799836042230083, "retangent_fa_loss": 2.9651413202193275, "retangent_gap": 0.16530527798924455, "alpha_s": 0.001179702803010873, "alpha_slope": 0.0002359405606021746, "fixed_gap_error": 0.034924245349746474, "compressed_gap_error": 0.03361649870486083, "linear_gap_error": 0.00407069244877345, "retangent_gap_error": 0.028948067423688162 }, { "init_seed": 10000, "feedback_seed": 100000, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.954747756337525, "empirical_gap": 0.13635721056555639, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9611016424461205, "fixed_gap": 0.17128145591530286, "compressed_fa_loss": 2.959009130299273, "compressed_gap": 0.1691889437684555, "linear_bp_loss": 2.8341437679116477, "linear_fa_loss": 2.9697429316446313, "linear_gap": 0.13559916373298364, "retangent_bp_loss": 2.8055261366087323, "retangent_fa_loss": 2.9641880078320333, "retangent_gap": 0.158661871223301, "alpha_s": 0.003779522327005668, "alpha_slope": 0.0003779522327005668, "fixed_gap_error": 0.034924245349746474, "compressed_gap_error": 0.032831733202899116, "linear_gap_error": -0.0007580468325727452, "retangent_gap_error": 0.022304660657744613 }, { "init_seed": 10000, "feedback_seed": 100000, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.954747756337525, "empirical_gap": 0.13635721056555639, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9611016424461205, "fixed_gap": 0.17128145591530286, "compressed_fa_loss": 2.9580048955141423, "compressed_gap": 0.1681847089833246, "linear_bp_loss": 2.823795127446172, "linear_fa_loss": 2.9547056289746383, "linear_gap": 0.1309105015284664, "retangent_bp_loss": 2.8128465735070827, "retangent_fa_loss": 2.9583214923460717, "retangent_gap": 0.145474918838989, "alpha_s": 0.011202943576049498, "alpha_slope": 0.0005601471788024749, "fixed_gap_error": 0.034924245349746474, "compressed_gap_error": 0.03182749841776822, "linear_gap_error": -0.005446709037089992, "retangent_gap_error": 0.009117708273432612 }, { "init_seed": 10000, "feedback_seed": 100001, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.9606415569048345, "empirical_gap": 0.1422510111328661, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9774680728888328, "fixed_gap": 0.1876478863580151, "compressed_fa_loss": 2.9425208814445702, "compressed_gap": 0.1527006949137526, "linear_bp_loss": 2.8449958386212546, "linear_fa_loss": 2.968057518165972, "linear_gap": 0.12306167954471725, "retangent_bp_loss": 2.799836042230083, "retangent_fa_loss": 2.9748526411659335, "retangent_gap": 0.17501659893585053, "alpha_s": 0.032597628045013795, "alpha_slope": 0.006519525609002759, "fixed_gap_error": 0.045396875225149014, "compressed_gap_error": 0.01044968378088651, "linear_gap_error": -0.01918933158814884, "retangent_gap_error": 0.03276558780298444 }, { "init_seed": 10000, "feedback_seed": 100001, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.9606415569048345, "empirical_gap": 0.1422510111328661, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9774680728888328, "fixed_gap": 0.1876478863580151, "compressed_fa_loss": 2.9449572053830004, "compressed_gap": 0.15513701885218278, "linear_bp_loss": 2.8341437679116477, "linear_fa_loss": 2.9646997311559673, "linear_gap": 0.13055596324431962, "retangent_bp_loss": 2.8055261366087323, "retangent_fa_loss": 2.972164367354092, "retangent_gap": 0.16663823074535955, "alpha_s": 0.06048761080253315, "alpha_slope": 0.006048761080253315, "fixed_gap_error": 0.045396875225149014, "compressed_gap_error": 0.012886007719316694, "linear_gap_error": -0.011695047888546473, "retangent_gap_error": 0.02438721961249346 }, { "init_seed": 10000, "feedback_seed": 100001, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.9606415569048345, "empirical_gap": 0.1422510111328661, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9774680728888328, "fixed_gap": 0.1876478863580151, "compressed_fa_loss": 2.9482082994437397, "compressed_gap": 0.1583881129129221, "linear_bp_loss": 2.823795127446172, "linear_fa_loss": 2.960998697991414, "linear_gap": 0.13720357054524213, "retangent_bp_loss": 2.8128465735070827, "retangent_fa_loss": 2.9665104547994186, "retangent_gap": 0.15366388129233588, "alpha_s": 0.10848896867667936, "alpha_slope": 0.005424448433833968, "fixed_gap_error": 0.045396875225149014, "compressed_gap_error": 0.016137101780056007, "linear_gap_error": -0.005047440587623964, "retangent_gap_error": 0.01141287015946979 }, { "init_seed": 10000, "feedback_seed": 100002, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.9479882023330877, "empirical_gap": 0.1295976565611192, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9345312967864317, "fixed_gap": 0.144711110255614, "compressed_fa_loss": 2.9345312967864317, "compressed_gap": 0.144711110255614, "linear_bp_loss": 2.8449958386212546, "linear_fa_loss": 2.9600686862198398, "linear_gap": 0.11507284759858516, "retangent_bp_loss": 2.799836042230083, "retangent_fa_loss": 2.938847452274226, "retangent_gap": 0.13901141004414308, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.015113453694494794, "compressed_gap_error": 0.015113453694494794, "linear_gap_error": -0.014524808962534053, "retangent_gap_error": 0.009413753483023868 }, { "init_seed": 10000, "feedback_seed": 100002, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.9479882023330877, "empirical_gap": 0.1295976565611192, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9345312967864317, "fixed_gap": 0.144711110255614, "compressed_fa_loss": 2.9345312967864317, "compressed_gap": 0.144711110255614, "linear_bp_loss": 2.8341437679116477, "linear_fa_loss": 2.9551876196426714, "linear_gap": 0.12104385173102372, "retangent_bp_loss": 2.8055261366087323, "retangent_fa_loss": 2.9412288094560135, "retangent_gap": 0.1357026728472812, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.015113453694494794, "compressed_gap_error": 0.015113453694494794, "linear_gap_error": -0.00855380483009549, "retangent_gap_error": 0.006105016286162002 }, { "init_seed": 10000, "feedback_seed": 100002, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.9479882023330877, "empirical_gap": 0.1295976565611192, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9345312967864317, "fixed_gap": 0.144711110255614, "compressed_fa_loss": 2.9345312967864317, "compressed_gap": 0.144711110255614, "linear_bp_loss": 2.823795127446172, "linear_fa_loss": 2.9495702802302364, "linear_gap": 0.12577515278406448, "retangent_bp_loss": 2.8128465735070827, "retangent_fa_loss": 2.9439016426079303, "retangent_gap": 0.13105506910084763, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.015113453694494794, "compressed_gap_error": 0.015113453694494794, "linear_gap_error": -0.003822503777054731, "retangent_gap_error": 0.0014574125397284199 }, { "init_seed": 10000, "feedback_seed": 100003, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.9429337528929644, "empirical_gap": 0.12454320712099598, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9458884981856426, "fixed_gap": 0.15606831165482493, "compressed_fa_loss": 2.9458884981856426, "compressed_gap": 0.15606831165482493, "linear_bp_loss": 2.8449958386212546, "linear_fa_loss": 2.9586796474343617, "linear_gap": 0.11368380881310713, "retangent_bp_loss": 2.799836042230083, "retangent_fa_loss": 2.948512614376082, "retangent_gap": 0.14867657214599905, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.03152510453382895, "compressed_gap_error": 0.03152510453382895, "linear_gap_error": -0.010859398307888846, "retangent_gap_error": 0.024133365025003073 }, { "init_seed": 10000, "feedback_seed": 100003, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.9429337528929644, "empirical_gap": 0.12454320712099598, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9458884981856426, "fixed_gap": 0.15606831165482493, "compressed_fa_loss": 2.9429521383734834, "compressed_gap": 0.1531319518426657, "linear_bp_loss": 2.8341437679116477, "linear_fa_loss": 2.945339018625552, "linear_gap": 0.11119525071390424, "retangent_bp_loss": 2.8055261366087323, "retangent_fa_loss": 2.9457170085389173, "retangent_gap": 0.14019087193018498, "alpha_s": 0.006488140032480987, "alpha_slope": 0.0006488140032480988, "fixed_gap_error": 0.03152510453382895, "compressed_gap_error": 0.028588744721669723, "linear_gap_error": -0.013347956407091743, "retangent_gap_error": 0.015647664809189 }, { "init_seed": 10000, "feedback_seed": 100003, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.8183905457719685, "empirical_fa_loss": 2.9429337528929644, "empirical_gap": 0.12454320712099598, "fixed_bp_loss": 2.7898201865308176, "fixed_fa_loss": 2.9458884981856426, "fixed_gap": 0.15606831165482493, "compressed_fa_loss": 2.941883524486581, "compressed_gap": 0.15206333795576343, "linear_bp_loss": 2.823795127446172, "linear_fa_loss": 2.943390082361944, "linear_gap": 0.11959495491577199, "retangent_bp_loss": 2.8128465735070827, "retangent_fa_loss": 2.944647107659284, "retangent_gap": 0.13180053415220128, "alpha_s": 0.017718492408073862, "alpha_slope": 0.0008859246204036931, "fixed_gap_error": 0.03152510453382895, "compressed_gap_error": 0.027520130834767453, "linear_gap_error": -0.004948252205223991, "retangent_gap_error": 0.007257327031205296 }, { "init_seed": 10001, "feedback_seed": 101000, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.0418962264483014, "empirical_gap": 0.20024583686400055, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.0393713333477756, "fixed_gap": 0.22203275612189888, "compressed_fa_loss": 3.0393713333477756, "compressed_gap": 0.22203275612189888, "linear_bp_loss": 2.8559875348979866, "linear_fa_loss": 3.049125285736897, "linear_gap": 0.19313775083891027, "retangent_bp_loss": 2.8245399461463054, "retangent_fa_loss": 3.041216538199832, "retangent_gap": 0.21667659205352674, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.02178691925789833, "compressed_gap_error": 0.02178691925789833, "linear_gap_error": -0.007108086025090277, "retangent_gap_error": 0.01643075518952619 }, { "init_seed": 10001, "feedback_seed": 101000, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.0418962264483014, "empirical_gap": 0.20024583686400055, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.0393713333477756, "fixed_gap": 0.22203275612189888, "compressed_fa_loss": 3.0393713333477756, "compressed_gap": 0.22203275612189888, "linear_bp_loss": 2.8504665963411155, "linear_fa_loss": 3.0428870707046545, "linear_gap": 0.19242047436353893, "retangent_bp_loss": 2.829523780317117, "retangent_fa_loss": 3.0406149360912935, "retangent_gap": 0.21109115577417636, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.02178691925789833, "compressed_gap_error": 0.02178691925789833, "linear_gap_error": -0.007825362500461619, "retangent_gap_error": 0.010845318910175816 }, { "init_seed": 10001, "feedback_seed": 101000, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.0418962264483014, "empirical_gap": 0.20024583686400055, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.0393713333477756, "fixed_gap": 0.22203275612189888, "compressed_fa_loss": 3.0393713333477756, "compressed_gap": 0.22203275612189888, "linear_bp_loss": 2.845369159217801, "linear_fa_loss": 3.0454498461033146, "linear_gap": 0.20008068688551361, "retangent_bp_loss": 2.8362622570251097, "retangent_fa_loss": 3.043263157194398, "retangent_gap": 0.2070009001692883, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.02178691925789833, "compressed_gap_error": 0.02178691925789833, "linear_gap_error": -0.0001651499784869337, "retangent_gap_error": 0.006755063305287745 }, { "init_seed": 10001, "feedback_seed": 101001, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.0308543957369345, "empirical_gap": 0.18920400615263366, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.0330265183335228, "fixed_gap": 0.215687941107646, "compressed_fa_loss": 3.0106116805193928, "compressed_gap": 0.193273103293516, "linear_bp_loss": 2.8559875348979866, "linear_fa_loss": 3.0300999769051224, "linear_gap": 0.17411244200713583, "retangent_bp_loss": 2.8245399461463054, "retangent_fa_loss": 3.032048166263283, "retangent_gap": 0.20750822011697778, "alpha_s": 0.017764363206010464, "alpha_slope": 0.0035528726412020926, "fixed_gap_error": 0.026483934955012334, "compressed_gap_error": 0.004069097140882327, "linear_gap_error": -0.015091564145497838, "retangent_gap_error": 0.018304213964344118 }, { "init_seed": 10001, "feedback_seed": 101001, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.0308543957369345, "empirical_gap": 0.18920400615263366, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.0330265183335228, "fixed_gap": 0.215687941107646, "compressed_fa_loss": 3.013033494935381, "compressed_gap": 0.19569491770950442, "linear_bp_loss": 2.8504665963411155, "linear_fa_loss": 3.0313439421582715, "linear_gap": 0.18087734581715598, "retangent_bp_loss": 2.829523780317117, "retangent_fa_loss": 3.0321984407579863, "retangent_gap": 0.20267466044086913, "alpha_s": 0.0316214368338649, "alpha_slope": 0.00316214368338649, "fixed_gap_error": 0.026483934955012334, "compressed_gap_error": 0.00649091155687076, "linear_gap_error": -0.008326660335477687, "retangent_gap_error": 0.013470654288235462 }, { "init_seed": 10001, "feedback_seed": 101001, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.0308543957369345, "empirical_gap": 0.18920400615263366, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.0330265183335228, "fixed_gap": 0.215687941107646, "compressed_fa_loss": 3.015703239126353, "compressed_gap": 0.1983646619004764, "linear_bp_loss": 2.845369159217801, "linear_fa_loss": 3.030710214191732, "linear_gap": 0.18534105497393094, "retangent_bp_loss": 2.8362622570251097, "retangent_fa_loss": 3.031663524872988, "retangent_gap": 0.19540126784787848, "alpha_s": 0.05466718475529245, "alpha_slope": 0.0027333592377646225, "fixed_gap_error": 0.026483934955012334, "compressed_gap_error": 0.00916065574784275, "linear_gap_error": -0.0038629511787027226, "retangent_gap_error": 0.006197261695244816 }, { "init_seed": 10001, "feedback_seed": 101002, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.040333459573503, "empirical_gap": 0.19868306998920238, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.042004211465296, "fixed_gap": 0.2246656342394191, "compressed_fa_loss": 3.042004211465296, "compressed_gap": 0.2246656342394191, "linear_bp_loss": 2.8559875348979866, "linear_fa_loss": 3.048224049319085, "linear_gap": 0.19223651442109846, "retangent_bp_loss": 2.8245399461463054, "retangent_fa_loss": 3.042428643178622, "retangent_gap": 0.21788869703231661, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.025982564250216722, "compressed_gap_error": 0.025982564250216722, "linear_gap_error": -0.006446555568103918, "retangent_gap_error": 0.019205627043114237 }, { "init_seed": 10001, "feedback_seed": 101002, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.040333459573503, "empirical_gap": 0.19868306998920238, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.042004211465296, "fixed_gap": 0.2246656342394191, "compressed_fa_loss": 3.042004211465296, "compressed_gap": 0.2246656342394191, "linear_bp_loss": 2.8504665963411155, "linear_fa_loss": 3.044961529644747, "linear_gap": 0.19449493330363143, "retangent_bp_loss": 2.829523780317117, "retangent_fa_loss": 3.0423734733843104, "retangent_gap": 0.21284969306719326, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.025982564250216722, "compressed_gap_error": 0.025982564250216722, "linear_gap_error": -0.004188136685570942, "retangent_gap_error": 0.01416662307799088 }, { "init_seed": 10001, "feedback_seed": 101002, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.040333459573503, "empirical_gap": 0.19868306998920238, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.042004211465296, "fixed_gap": 0.2246656342394191, "compressed_fa_loss": 3.042004211465296, "compressed_gap": 0.2246656342394191, "linear_bp_loss": 2.845369159217801, "linear_fa_loss": 3.041256007758207, "linear_gap": 0.19588684854040617, "retangent_bp_loss": 2.8362622570251097, "retangent_fa_loss": 3.041458602203527, "retangent_gap": 0.20519634517841734, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.025982564250216722, "compressed_gap_error": 0.025982564250216722, "linear_gap_error": -0.00279622144879621, "retangent_gap_error": 0.006513275189214962 }, { "init_seed": 10001, "feedback_seed": 101003, "target_steps": 50, "early_steps": 5, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.0235020299897006, "empirical_gap": 0.1818516404053998, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.016610158542599, "fixed_gap": 0.1992715813167223, "compressed_fa_loss": 3.016610158542599, "compressed_gap": 0.1992715813167223, "linear_bp_loss": 2.8559875348979866, "linear_fa_loss": 3.026317312523927, "linear_gap": 0.17032977762594026, "retangent_bp_loss": 2.8245399461463054, "retangent_fa_loss": 3.018297268189476, "retangent_gap": 0.19375732204317053, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.017419940911322485, "compressed_gap_error": 0.017419940911322485, "linear_gap_error": -0.011521862779459546, "retangent_gap_error": 0.011905681637770726 }, { "init_seed": 10001, "feedback_seed": 101003, "target_steps": 50, "early_steps": 10, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.0235020299897006, "empirical_gap": 0.1818516404053998, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.016610158542599, "fixed_gap": 0.1992715813167223, "compressed_fa_loss": 3.016610158542599, "compressed_gap": 0.1992715813167223, "linear_bp_loss": 2.8504665963411155, "linear_fa_loss": 3.0251656200746972, "linear_gap": 0.1746990237335817, "retangent_bp_loss": 2.829523780317117, "retangent_fa_loss": 3.0196198623096464, "retangent_gap": 0.19009608199252925, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.017419940911322485, "compressed_gap_error": 0.017419940911322485, "linear_gap_error": -0.007152616671818102, "retangent_gap_error": 0.008244441587129447 }, { "init_seed": 10001, "feedback_seed": 101003, "target_steps": 50, "early_steps": 20, "empirical_bp_loss": 2.841650389584301, "empirical_fa_loss": 3.0235020299897006, "empirical_gap": 0.1818516404053998, "fixed_bp_loss": 2.8173385772258768, "fixed_fa_loss": 3.016610158542599, "fixed_gap": 0.1992715813167223, "compressed_fa_loss": 3.016610158542599, "compressed_gap": 0.1992715813167223, "linear_bp_loss": 2.845369159217801, "linear_fa_loss": 3.0247474237997203, "linear_gap": 0.1793782645819193, "retangent_bp_loss": 2.8362622570251097, "retangent_fa_loss": 3.021914163248187, "retangent_gap": 0.18565190622307748, "alpha_s": 0.0, "alpha_slope": 0.0, "fixed_gap_error": 0.017419940911322485, "compressed_gap_error": 0.017419940911322485, "linear_gap_error": -0.002473375823480506, "retangent_gap_error": 0.0038002658176776727 } ] }