diff options
Diffstat (limited to 'outputs/compressed_operator_s20_256traj_T50_width64_N96/summary.json')
| -rw-r--r-- | outputs/compressed_operator_s20_256traj_T50_width64_N96/summary.json | 855 |
1 files changed, 855 insertions, 0 deletions
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N96/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N96/summary.json new file mode 100644 index 0000000..6c79ee6 --- /dev/null +++ b/outputs/compressed_operator_s20_256traj_T50_width64_N96/summary.json @@ -0,0 +1,855 @@ +{ + "config": { + "input_dim": 16, + "output_dim": 4, + "width": 64, + "train_samples": 96, + "test_samples": 512, + "target_steps": 50, + "early_steps": [ + 20 + ], + "lr": 0.001, + "init_seeds": 4, + "feedback_seeds": 8, + "data_seed": 123, + "feedback_scale": "relu", + "device": "cpu", + "torch_threads": 4, + "outdir": "outputs/compressed_operator_s20_256traj_T50_width64_N96" + }, + "rows": [ + { + "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": 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": 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": 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": 10000, + "feedback_seed": 100004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.954534800725835, + "empirical_gap": 0.13614425495386673, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9755053311555764, + "fixed_gap": 0.1856851446247587, + "compressed_fa_loss": 2.9561560206369197, + "compressed_gap": 0.1663358341061021, + "linear_bp_loss": 2.823795127446172, + "linear_fa_loss": 2.9521076338492804, + "linear_gap": 0.12831250640310854, + "retangent_bp_loss": 2.8128465735070827, + "retangent_fa_loss": 2.9589806382920707, + "retangent_gap": 0.14613406478498803, + "alpha_s": 0.07270623093547916, + "alpha_slope": 0.003635311546773958, + "fixed_gap_error": 0.049540889670891985, + "compressed_gap_error": 0.03019157915223536, + "linear_gap_error": -0.007831748550758189, + "retangent_gap_error": 0.009989809831121299 + }, + { + "init_seed": 10000, + "feedback_seed": 100005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9176364437286746, + "empirical_gap": 0.09924589795670613, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.917269274724056, + "fixed_gap": 0.1274490881932384, + "compressed_fa_loss": 2.9145255008222173, + "compressed_gap": 0.12470531429139964, + "linear_bp_loss": 2.823795127446172, + "linear_fa_loss": 2.917019532059355, + "linear_gap": 0.09322440461318315, + "retangent_bp_loss": 2.8128465735070827, + "retangent_fa_loss": 2.9176702691949785, + "retangent_gap": 0.10482369568789585, + "alpha_s": 0.014854928424499836, + "alpha_slope": 0.0007427464212249918, + "fixed_gap_error": 0.028203190236532283, + "compressed_gap_error": 0.025459416334693508, + "linear_gap_error": -0.006021493343522977, + "retangent_gap_error": 0.005577797731189715 + }, + { + "init_seed": 10000, + "feedback_seed": 100006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9510304262674167, + "empirical_gap": 0.13263988049544828, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.942800053713515, + "fixed_gap": 0.1529798671826974, + "compressed_fa_loss": 2.942800053713515, + "compressed_gap": 0.1529798671826974, + "linear_bp_loss": 2.823795127446172, + "linear_fa_loss": 2.9505432373460323, + "linear_gap": 0.1267481098998604, + "retangent_bp_loss": 2.8128465735070827, + "retangent_fa_loss": 2.94801707838046, + "retangent_gap": 0.13517050487337734, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.020339986687249123, + "compressed_gap_error": 0.020339986687249123, + "linear_gap_error": -0.005891770595587875, + "retangent_gap_error": 0.0025306243779290583 + }, + { + "init_seed": 10000, + "feedback_seed": 100007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8183905457719685, + "empirical_fa_loss": 2.9397493481502885, + "empirical_gap": 0.12135880237832009, + "fixed_bp_loss": 2.7898201865308176, + "fixed_fa_loss": 2.9425249552485866, + "fixed_gap": 0.15270476871776895, + "compressed_fa_loss": 2.941923337932207, + "compressed_gap": 0.15210315140138952, + "linear_bp_loss": 2.823795127446172, + "linear_fa_loss": 2.9403011612052645, + "linear_gap": 0.11650603375909263, + "retangent_bp_loss": 2.8128465735070827, + "retangent_fa_loss": 2.941534735604543, + "retangent_gap": 0.12868816209746026, + "alpha_s": 0.0028534030566216358, + "alpha_slope": 0.0001426701528310818, + "fixed_gap_error": 0.03134596633944886, + "compressed_gap_error": 0.03074434902306944, + "linear_gap_error": -0.004852768619227454, + "retangent_gap_error": 0.007329359719140172 + }, + { + "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": 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": 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": 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 + }, + { + "init_seed": 10001, + "feedback_seed": 101004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0072066579951726, + "empirical_gap": 0.1655562684108718, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.0008227596476256, + "fixed_gap": 0.1834841824217488, + "compressed_fa_loss": 3.0008227596476256, + "compressed_gap": 0.1834841824217488, + "linear_bp_loss": 2.845369159217801, + "linear_fa_loss": 3.0075629645480455, + "linear_gap": 0.16219380533024452, + "retangent_bp_loss": 2.8362622570251097, + "retangent_fa_loss": 3.004912948881021, + "retangent_gap": 0.1686506918559112, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.01792791401087701, + "compressed_gap_error": 0.01792791401087701, + "linear_gap_error": -0.003362463080627265, + "retangent_gap_error": 0.003094423445039407 + }, + { + "init_seed": 10001, + "feedback_seed": 101005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 3.0245085358085686, + "empirical_gap": 0.18285814622426777, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 3.014933877645165, + "fixed_gap": 0.1975953004192883, + "compressed_fa_loss": 3.014933877645165, + "compressed_gap": 0.1975953004192883, + "linear_bp_loss": 2.845369159217801, + "linear_fa_loss": 3.025381354011635, + "linear_gap": 0.180012194793834, + "retangent_bp_loss": 2.8362622570251097, + "retangent_fa_loss": 3.0221458108512667, + "retangent_gap": 0.18588355382615696, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.01473715419502053, + "compressed_gap_error": 0.01473715419502053, + "linear_gap_error": -0.0028459514304337574, + "retangent_gap_error": 0.003025407601889185 + }, + { + "init_seed": 10001, + "feedback_seed": 101006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 2.9838887894825796, + "empirical_gap": 0.1422383998982788, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 2.9820815807725243, + "fixed_gap": 0.1647430035466475, + "compressed_fa_loss": 2.9820815807725243, + "compressed_gap": 0.1647430035466475, + "linear_bp_loss": 2.845369159217801, + "linear_fa_loss": 2.9834331604861717, + "linear_gap": 0.1380640012683707, + "retangent_bp_loss": 2.8362622570251097, + "retangent_fa_loss": 2.98377580328093, + "retangent_gap": 0.14751354625582014, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.022504603648368704, + "compressed_gap_error": 0.022504603648368704, + "linear_gap_error": -0.004174398629908094, + "retangent_gap_error": 0.005275146357541338 + }, + { + "init_seed": 10001, + "feedback_seed": 101007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.841650389584301, + "empirical_fa_loss": 2.9750425292303055, + "empirical_gap": 0.13339213964600471, + "fixed_bp_loss": 2.8173385772258768, + "fixed_fa_loss": 2.971432079709256, + "fixed_gap": 0.15409350248337939, + "compressed_fa_loss": 2.967277523381643, + "compressed_gap": 0.1499389461557663, + "linear_bp_loss": 2.845369159217801, + "linear_fa_loss": 2.9736124437405773, + "linear_gap": 0.12824328452277634, + "retangent_bp_loss": 2.8362622570251097, + "retangent_fa_loss": 2.9719374121654467, + "retangent_gap": 0.135675155140337, + "alpha_s": 0.018567788330827038, + "alpha_slope": 0.0009283894165413519, + "fixed_gap_error": 0.02070136283737467, + "compressed_gap_error": 0.01654680650976159, + "linear_gap_error": -0.00514885512322838, + "retangent_gap_error": 0.0022830154943322967 + }, + { + "init_seed": 10002, + "feedback_seed": 102000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.6596641990183953, + "empirical_fa_loss": 2.7968106826043098, + "empirical_gap": 0.1371464835859144, + "fixed_bp_loss": 2.6462137309881593, + "fixed_fa_loss": 2.800877496541883, + "fixed_gap": 0.15466376555372374, + "compressed_fa_loss": 2.799198525152351, + "compressed_gap": 0.15298479416419175, + "linear_bp_loss": 2.6598618640362566, + "linear_fa_loss": 2.7960563703787726, + "linear_gap": 0.13619450634251606, + "retangent_bp_loss": 2.6549977531928253, + "retangent_fa_loss": 2.7976366938075947, + "retangent_gap": 0.14263894061476945, + "alpha_s": 0.007867734771789791, + "alpha_slope": 0.00039338673858948955, + "fixed_gap_error": 0.01751728196780933, + "compressed_gap_error": 0.015838310578277337, + "linear_gap_error": -0.0009519772433983498, + "retangent_gap_error": 0.005492457028855036 + }, + { + "init_seed": 10002, + "feedback_seed": 102001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.6596641990183953, + "empirical_fa_loss": 2.7884084759435823, + "empirical_gap": 0.12874427692518697, + "fixed_bp_loss": 2.6462137309881593, + "fixed_fa_loss": 2.7893469192452884, + "fixed_gap": 0.14313318825712917, + "compressed_fa_loss": 2.78114513529187, + "compressed_gap": 0.13493140430371087, + "linear_bp_loss": 2.6598618640362566, + "linear_fa_loss": 2.7871087343912664, + "linear_gap": 0.1272468703550098, + "retangent_bp_loss": 2.6549977531928253, + "retangent_fa_loss": 2.7878005411467193, + "retangent_gap": 0.132802787953894, + "alpha_s": 0.04252919254733065, + "alpha_slope": 0.0021264596273665327, + "fixed_gap_error": 0.0143889113319422, + "compressed_gap_error": 0.006187127378523893, + "linear_gap_error": -0.0014974065701771622, + "retangent_gap_error": 0.004058511028707024 + }, + { + "init_seed": 10002, + "feedback_seed": 102002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.6596641990183953, + "empirical_fa_loss": 2.7853137047184067, + "empirical_gap": 0.12564950570001132, + "fixed_bp_loss": 2.6462137309881593, + "fixed_fa_loss": 2.7900842048709236, + "fixed_gap": 0.1438704738827643, + "compressed_fa_loss": 2.785891662712674, + "compressed_gap": 0.1396779317245147, + "linear_bp_loss": 2.6598618640362566, + "linear_fa_loss": 2.785562545903071, + "linear_gap": 0.12570068186681427, + "retangent_bp_loss": 2.6549977531928253, + "retangent_fa_loss": 2.7867463127068888, + "retangent_gap": 0.1317485595140635, + "alpha_s": 0.021061914017144842, + "alpha_slope": 0.001053095700857242, + "fixed_gap_error": 0.018220968182752983, + "compressed_gap_error": 0.014028426024503382, + "linear_gap_error": 5.1176166802946454e-05, + "retangent_gap_error": 0.00609905381405218 + }, + { + "init_seed": 10002, + "feedback_seed": 102003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.6596641990183953, + "empirical_fa_loss": 2.778711521069029, + "empirical_gap": 0.11904732205063384, + "fixed_bp_loss": 2.6462137309881593, + "fixed_fa_loss": 2.7763563160817886, + "fixed_gap": 0.1301425850936293, + "compressed_fa_loss": 2.7727729717270235, + "compressed_gap": 0.12655924073886426, + "linear_bp_loss": 2.6598618640362566, + "linear_fa_loss": 2.779073412300517, + "linear_gap": 0.11921154826426061, + "retangent_bp_loss": 2.6549977531928253, + "retangent_fa_loss": 2.777879949382005, + "retangent_gap": 0.12288219618917973, + "alpha_s": 0.020258266822128407, + "alpha_slope": 0.0010129133411064203, + "fixed_gap_error": 0.011095263042995462, + "compressed_gap_error": 0.007511918688230423, + "linear_gap_error": 0.00016422621362677248, + "retangent_gap_error": 0.003834874138545885 + }, + { + "init_seed": 10002, + "feedback_seed": 102004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.6596641990183953, + "empirical_fa_loss": 2.772252928022007, + "empirical_gap": 0.11258872900361183, + "fixed_bp_loss": 2.6462137309881593, + "fixed_fa_loss": 2.778493557137771, + "fixed_gap": 0.13227982614961187, + "compressed_fa_loss": 2.763484498551899, + "compressed_gap": 0.11727076756373966, + "linear_bp_loss": 2.6598618640362566, + "linear_fa_loss": 2.771604003635472, + "linear_gap": 0.1117421395992153, + "retangent_bp_loss": 2.6549977531928253, + "retangent_fa_loss": 2.77352227556894, + "retangent_gap": 0.11852452237611466, + "alpha_s": 0.0847769557947373, + "alpha_slope": 0.004238847789736865, + "fixed_gap_error": 0.019691097146000036, + "compressed_gap_error": 0.0046820385601278325, + "linear_gap_error": -0.000846589404396525, + "retangent_gap_error": 0.005935793372502829 + }, + { + "init_seed": 10002, + "feedback_seed": 102005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.6596641990183953, + "empirical_fa_loss": 2.7873334729193213, + "empirical_gap": 0.12766927390092597, + "fixed_bp_loss": 2.6462137309881593, + "fixed_fa_loss": 2.7822482186864606, + "fixed_gap": 0.1360344876983013, + "compressed_fa_loss": 2.7822482186864606, + "compressed_gap": 0.1360344876983013, + "linear_bp_loss": 2.6598618640362566, + "linear_fa_loss": 2.786244985592813, + "linear_gap": 0.1263831215565565, + "retangent_bp_loss": 2.6549977531928253, + "retangent_fa_loss": 2.7846133739108914, + "retangent_gap": 0.1296156207180661, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.008365213797375315, + "compressed_gap_error": 0.008365213797375315, + "linear_gap_error": -0.0012861523443694622, + "retangent_gap_error": 0.001946346817140121 + }, + { + "init_seed": 10002, + "feedback_seed": 102006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.6596641990183953, + "empirical_fa_loss": 2.7679745315604936, + "empirical_gap": 0.10831033254209821, + "fixed_bp_loss": 2.6462137309881593, + "fixed_fa_loss": 2.7626471497079663, + "fixed_gap": 0.11643341871980706, + "compressed_fa_loss": 2.7626471497079663, + "compressed_gap": 0.11643341871980706, + "linear_bp_loss": 2.6598618640362566, + "linear_fa_loss": 2.7692055830756086, + "linear_gap": 0.10934371903935203, + "retangent_bp_loss": 2.6549977531928253, + "retangent_fa_loss": 2.7668896864827133, + "retangent_gap": 0.111891933289888, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.00812308617770885, + "compressed_gap_error": 0.00812308617770885, + "linear_gap_error": 0.0010333864972538187, + "retangent_gap_error": 0.0035816007477897926 + }, + { + "init_seed": 10002, + "feedback_seed": 102007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.6596641990183953, + "empirical_fa_loss": 2.8175832896734874, + "empirical_gap": 0.15791909065509202, + "fixed_bp_loss": 2.6462137309881593, + "fixed_fa_loss": 2.824777247822706, + "fixed_gap": 0.17856351683454674, + "compressed_fa_loss": 2.8171331448118564, + "compressed_gap": 0.17091941382369713, + "linear_bp_loss": 2.6598618640362566, + "linear_fa_loss": 2.81683530754986, + "linear_gap": 0.15697344351360343, + "retangent_bp_loss": 2.6549977531928253, + "retangent_fa_loss": 2.818851937937564, + "retangent_gap": 0.16385418474473878, + "alpha_s": 0.029841070207768862, + "alpha_slope": 0.001492053510388443, + "fixed_gap_error": 0.020644426179454722, + "compressed_gap_error": 0.01300032316860511, + "linear_gap_error": -0.0009456471414885925, + "retangent_gap_error": 0.005935094089646764 + }, + { + "init_seed": 10003, + "feedback_seed": 103000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8643001638632044, + "empirical_fa_loss": 3.014651113152418, + "empirical_gap": 0.15035094928921344, + "fixed_bp_loss": 2.8462353110013674, + "fixed_fa_loss": 3.013552632316383, + "fixed_gap": 0.16731732131501564, + "compressed_fa_loss": 3.013552632316383, + "compressed_gap": 0.16731732131501564, + "linear_bp_loss": 2.8635425534528878, + "linear_fa_loss": 3.0146623835136768, + "linear_gap": 0.151119830060789, + "retangent_bp_loss": 2.8577929878536867, + "retangent_fa_loss": 3.0143770564768997, + "retangent_gap": 0.15658406862321295, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.0169663720258022, + "compressed_gap_error": 0.0169663720258022, + "linear_gap_error": 0.000768880771575553, + "retangent_gap_error": 0.006233119333999504 + }, + { + "init_seed": 10003, + "feedback_seed": 103001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8643001638632044, + "empirical_fa_loss": 3.012545279289627, + "empirical_gap": 0.14824511542642238, + "fixed_bp_loss": 2.8462353110013674, + "fixed_fa_loss": 3.006445237414176, + "fixed_gap": 0.16020992641280873, + "compressed_fa_loss": 3.006445237414176, + "compressed_gap": 0.16020992641280873, + "linear_bp_loss": 2.8635425534528878, + "linear_fa_loss": 3.0131409750312588, + "linear_gap": 0.149598421578371, + "retangent_bp_loss": 2.8577929878536867, + "retangent_fa_loss": 3.0111900214549308, + "retangent_gap": 0.15339703360124401, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.011964810986386354, + "compressed_gap_error": 0.011964810986386354, + "linear_gap_error": 0.001353306151948619, + "retangent_gap_error": 0.005151918174821635 + }, + { + "init_seed": 10003, + "feedback_seed": 103002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8643001638632044, + "empirical_fa_loss": 3.0438835376566904, + "empirical_gap": 0.179583373793486, + "fixed_bp_loss": 2.8462353110013674, + "fixed_fa_loss": 3.048296512346155, + "fixed_gap": 0.20206120134478756, + "compressed_fa_loss": 3.04170524211503, + "compressed_gap": 0.19546993111366273, + "linear_bp_loss": 2.8635425534528878, + "linear_fa_loss": 3.0442076693480247, + "linear_gap": 0.1806651158951369, + "retangent_bp_loss": 2.8577929878536867, + "retangent_fa_loss": 3.045666870390864, + "retangent_gap": 0.1878738825371773, + "alpha_s": 0.02357882792139542, + "alpha_slope": 0.001178941396069771, + "fixed_gap_error": 0.022477827551301566, + "compressed_gap_error": 0.015886557320176742, + "linear_gap_error": 0.0010817421016509066, + "retangent_gap_error": 0.008290508743691305 + }, + { + "init_seed": 10003, + "feedback_seed": 103003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8643001638632044, + "empirical_fa_loss": 3.044863831114037, + "empirical_gap": 0.18056366725083262, + "fixed_bp_loss": 2.8462353110013674, + "fixed_fa_loss": 3.050729539098915, + "fixed_gap": 0.20449422809754747, + "compressed_fa_loss": 3.042815847014451, + "compressed_gap": 0.19658053601308367, + "linear_bp_loss": 2.8635425534528878, + "linear_fa_loss": 3.0432274382304847, + "linear_gap": 0.17968488477759692, + "retangent_bp_loss": 2.8577929878536867, + "retangent_fa_loss": 3.0460043527909466, + "retangent_gap": 0.18821136493725987, + "alpha_s": 0.02782372479368346, + "alpha_slope": 0.001391186239684173, + "fixed_gap_error": 0.023930560846714855, + "compressed_gap_error": 0.016016868762251057, + "linear_gap_error": -0.0008787824732356952, + "retangent_gap_error": 0.007647697686427257 + }, + { + "init_seed": 10003, + "feedback_seed": 103004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8643001638632044, + "empirical_fa_loss": 3.035055306115723, + "empirical_gap": 0.17075514225251842, + "fixed_bp_loss": 2.8462353110013674, + "fixed_fa_loss": 3.0397232047988942, + "fixed_gap": 0.19348789379752684, + "compressed_fa_loss": 3.0380468796900466, + "compressed_gap": 0.1918115686886792, + "linear_bp_loss": 2.8635425534528878, + "linear_fa_loss": 3.034873709955803, + "linear_gap": 0.17133115650291542, + "retangent_bp_loss": 2.8577929878536867, + "retangent_fa_loss": 3.0366683654769653, + "retangent_gap": 0.17887537762327854, + "alpha_s": 0.006359094476111834, + "alpha_slope": 0.0003179547238055917, + "fixed_gap_error": 0.022732751545008423, + "compressed_gap_error": 0.02105642643616079, + "linear_gap_error": 0.0005760142503969945, + "retangent_gap_error": 0.00812023537076012 + }, + { + "init_seed": 10003, + "feedback_seed": 103005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8643001638632044, + "empirical_fa_loss": 3.0111452126787195, + "empirical_gap": 0.14684504881551508, + "fixed_bp_loss": 2.8462353110013674, + "fixed_fa_loss": 3.004324126407006, + "fixed_gap": 0.1580888154056388, + "compressed_fa_loss": 3.004324126407006, + "compressed_gap": 0.1580888154056388, + "linear_bp_loss": 2.8635425534528878, + "linear_fa_loss": 3.010559320688008, + "linear_gap": 0.14701676723512014, + "retangent_bp_loss": 2.8577929878536867, + "retangent_fa_loss": 3.0085812279876123, + "retangent_gap": 0.15078824013392556, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.011243766590123716, + "compressed_gap_error": 0.011243766590123716, + "linear_gap_error": 0.0001717184196050603, + "retangent_gap_error": 0.003943191318410477 + }, + { + "init_seed": 10003, + "feedback_seed": 103006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8643001638632044, + "empirical_fa_loss": 3.006686460619766, + "empirical_gap": 0.14238629675656167, + "fixed_bp_loss": 2.8462353110013674, + "fixed_fa_loss": 3.0025530347333054, + "fixed_gap": 0.15631772373193797, + "compressed_fa_loss": 3.0025530347333054, + "compressed_gap": 0.15631772373193797, + "linear_bp_loss": 2.8635425534528878, + "linear_fa_loss": 3.006453662902519, + "linear_gap": 0.14291110944963137, + "retangent_bp_loss": 2.8577929878536867, + "retangent_fa_loss": 3.0050301663699908, + "retangent_gap": 0.14723717851630402, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.013931426975376304, + "compressed_gap_error": 0.013931426975376304, + "linear_gap_error": 0.0005248126930696984, + "retangent_gap_error": 0.004850881759742354 + }, + { + "init_seed": 10003, + "feedback_seed": 103007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8643001638632044, + "empirical_fa_loss": 3.0621128399294797, + "empirical_gap": 0.19781267606627528, + "fixed_bp_loss": 2.8462353110013674, + "fixed_fa_loss": 3.0657407843059414, + "fixed_gap": 0.21950547330457404, + "compressed_fa_loss": 3.056684798766385, + "compressed_gap": 0.21044948776501782, + "linear_bp_loss": 2.8635425534528878, + "linear_fa_loss": 3.0630337390773636, + "linear_gap": 0.19949118562447588, + "retangent_bp_loss": 2.8577929878536867, + "retangent_fa_loss": 3.0636468494122044, + "retangent_gap": 0.2058538615585177, + "alpha_s": 0.02946771897333066, + "alpha_slope": 0.001473385948666533, + "fixed_gap_error": 0.021692797238298756, + "compressed_gap_error": 0.012636811698742534, + "linear_gap_error": 0.0016785095582005916, + "retangent_gap_error": 0.00804118549224242 + } + ] +} |