diff options
Diffstat (limited to 'outputs/compressed_operator_s20_256traj_T50_width64_N256/summary.json')
| -rw-r--r-- | outputs/compressed_operator_s20_256traj_T50_width64_N256/summary.json | 855 |
1 files changed, 855 insertions, 0 deletions
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N256/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N256/summary.json new file mode 100644 index 0000000..4f01e43 --- /dev/null +++ b/outputs/compressed_operator_s20_256traj_T50_width64_N256/summary.json @@ -0,0 +1,855 @@ +{ + "config": { + "input_dim": 16, + "output_dim": 4, + "width": 64, + "train_samples": 256, + "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_N256" + }, + "rows": [ + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.5704680254566754, + "empirical_fa_loss": 2.6773099946553027, + "empirical_gap": 0.10684196919862732, + "fixed_bp_loss": 2.5486201412594696, + "fixed_fa_loss": 2.674726176946598, + "fixed_gap": 0.12610603568712841, + "compressed_fa_loss": 2.674726176946598, + "compressed_gap": 0.12610603568712841, + "linear_bp_loss": 2.573787491557961, + "linear_fa_loss": 2.6765015491574857, + "linear_gap": 0.1027140575995249, + "retangent_bp_loss": 2.5658400712049203, + "retangent_fa_loss": 2.6763796100347523, + "retangent_gap": 0.11053953882983203, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.019264066488501097, + "compressed_gap_error": 0.019264066488501097, + "linear_gap_error": -0.0041279115991024184, + "retangent_gap_error": 0.0036975696312047113 + }, + { + "init_seed": 10000, + "feedback_seed": 100001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.5704680254566754, + "empirical_fa_loss": 2.6761942818704343, + "empirical_gap": 0.10572625641375888, + "fixed_bp_loss": 2.5486201412594696, + "fixed_fa_loss": 2.686715285479813, + "fixed_gap": 0.13809514422034352, + "compressed_fa_loss": 2.668064377683658, + "compressed_gap": 0.11944423642418833, + "linear_bp_loss": 2.573787491557961, + "linear_fa_loss": 2.6761597686924476, + "linear_gap": 0.10237227713448682, + "retangent_bp_loss": 2.5658400712049203, + "retangent_fa_loss": 2.679337365756754, + "retangent_gap": 0.11349729455183377, + "alpha_s": 0.09014186982149784, + "alpha_slope": 0.004507093491074892, + "fixed_gap_error": 0.032368887806584645, + "compressed_gap_error": 0.013717980010429454, + "linear_gap_error": -0.003353979279272057, + "retangent_gap_error": 0.007771038138074893 + }, + { + "init_seed": 10000, + "feedback_seed": 100002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.5704680254566754, + "empirical_fa_loss": 2.665831997258412, + "empirical_gap": 0.09536397180173672, + "fixed_bp_loss": 2.5486201412594696, + "fixed_fa_loss": 2.6570973933324966, + "fixed_gap": 0.10847725207302705, + "compressed_fa_loss": 2.6570973933324966, + "compressed_gap": 0.10847725207302705, + "linear_bp_loss": 2.573787491557961, + "linear_fa_loss": 2.6671327560054325, + "linear_gap": 0.09334526444747171, + "retangent_bp_loss": 2.5658400712049203, + "retangent_fa_loss": 2.663738174714057, + "retangent_gap": 0.09789810350913664, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.013113280271290328, + "compressed_gap_error": 0.013113280271290328, + "linear_gap_error": -0.0020187073542650147, + "retangent_gap_error": 0.0025341317073999114 + }, + { + "init_seed": 10000, + "feedback_seed": 100003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.5704680254566754, + "empirical_fa_loss": 2.665868768518039, + "empirical_gap": 0.0954007430613637, + "fixed_bp_loss": 2.5486201412594696, + "fixed_fa_loss": 2.6694883149629254, + "fixed_gap": 0.12086817370345582, + "compressed_fa_loss": 2.664316315132817, + "compressed_gap": 0.11569617387334752, + "linear_bp_loss": 2.573787491557961, + "linear_fa_loss": 2.666717968401015, + "linear_gap": 0.09293047684305433, + "retangent_bp_loss": 2.5658400712049203, + "retangent_fa_loss": 2.6673770798233356, + "retangent_gap": 0.1015370086184153, + "alpha_s": 0.029023336474644966, + "alpha_slope": 0.0014511668237322483, + "fixed_gap_error": 0.025467430642092115, + "compressed_gap_error": 0.020295430811983817, + "linear_gap_error": -0.0024702662183093693, + "retangent_gap_error": 0.006136265557051601 + }, + { + "init_seed": 10000, + "feedback_seed": 100004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.5704680254566754, + "empirical_fa_loss": 2.677871002957872, + "empirical_gap": 0.10740297750119643, + "fixed_bp_loss": 2.5486201412594696, + "fixed_fa_loss": 2.6861684405318242, + "fixed_gap": 0.13754829927235468, + "compressed_fa_loss": 2.6724877196852734, + "compressed_gap": 0.12386757842580387, + "linear_bp_loss": 2.573787491557961, + "linear_fa_loss": 2.678090076556991, + "linear_gap": 0.10430258499903022, + "retangent_bp_loss": 2.5658400712049203, + "retangent_fa_loss": 2.6809521185219274, + "retangent_gap": 0.11511204731700708, + "alpha_s": 0.06865497455683855, + "alpha_slope": 0.0034327487278419276, + "fixed_gap_error": 0.03014532177115825, + "compressed_gap_error": 0.016464600924607442, + "linear_gap_error": -0.003100392502166205, + "retangent_gap_error": 0.007709069815810654 + }, + { + "init_seed": 10000, + "feedback_seed": 100005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.5704680254566754, + "empirical_fa_loss": 2.6572051891286685, + "empirical_gap": 0.08673716367199313, + "fixed_bp_loss": 2.5486201412594696, + "fixed_fa_loss": 2.652337195865087, + "fixed_gap": 0.10371705460561742, + "compressed_fa_loss": 2.652337195865087, + "compressed_gap": 0.10371705460561742, + "linear_bp_loss": 2.573787491557961, + "linear_fa_loss": 2.6582971664387522, + "linear_gap": 0.08450967488079142, + "retangent_bp_loss": 2.5658400712049203, + "retangent_fa_loss": 2.6564840505054494, + "retangent_gap": 0.09064397930052914, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.016979890933624286, + "compressed_gap_error": 0.016979890933624286, + "linear_gap_error": -0.002227488791201715, + "retangent_gap_error": 0.003906815628536009 + }, + { + "init_seed": 10000, + "feedback_seed": 100006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.5704680254566754, + "empirical_fa_loss": 2.6663467466042676, + "empirical_gap": 0.09587872114759222, + "fixed_bp_loss": 2.5486201412594696, + "fixed_fa_loss": 2.659271853198686, + "fixed_gap": 0.1106517119392163, + "compressed_fa_loss": 2.659271853198686, + "compressed_gap": 0.1106517119392163, + "linear_bp_loss": 2.573787491557961, + "linear_fa_loss": 2.667081529074768, + "linear_gap": 0.0932940375168072, + "retangent_bp_loss": 2.5658400712049203, + "retangent_fa_loss": 2.664695506311921, + "retangent_gap": 0.09885543510700057, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.014772990791624085, + "compressed_gap_error": 0.014772990791624085, + "linear_gap_error": -0.002584683630785012, + "retangent_gap_error": 0.0029767139594083503 + }, + { + "init_seed": 10000, + "feedback_seed": 100007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.5704680254566754, + "empirical_fa_loss": 2.645726068442045, + "empirical_gap": 0.07525804298536976, + "fixed_bp_loss": 2.5486201412594696, + "fixed_fa_loss": 2.6418930236544833, + "fixed_gap": 0.09327288239501375, + "compressed_fa_loss": 2.640953068538681, + "compressed_gap": 0.0923329272792115, + "linear_bp_loss": 2.573787491557961, + "linear_fa_loss": 2.646228730821264, + "linear_gap": 0.07244123926330337, + "retangent_bp_loss": 2.5658400712049203, + "retangent_fa_loss": 2.6450330587785675, + "retangent_gap": 0.07919298757364723, + "alpha_s": 0.00706528133804767, + "alpha_slope": 0.00035326406690238353, + "fixed_gap_error": 0.01801483940964399, + "compressed_gap_error": 0.01707488429384174, + "linear_gap_error": -0.0028168037220663855, + "retangent_gap_error": 0.003934944588277478 + }, + { + "init_seed": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.570334573821084, + "empirical_fa_loss": 2.697143412487514, + "empirical_gap": 0.1268088386664301, + "fixed_bp_loss": 2.5510676448481027, + "fixed_fa_loss": 2.6946737310587165, + "fixed_gap": 0.14360608621061388, + "compressed_fa_loss": 2.6946737310587165, + "compressed_gap": 0.14360608621061388, + "linear_bp_loss": 2.573459812097857, + "linear_fa_loss": 2.6984575881504815, + "linear_gap": 0.12499777605262441, + "retangent_bp_loss": 2.5666653679074027, + "retangent_fa_loss": 2.696961362653346, + "retangent_gap": 0.13029599474594322, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.01679724754418377, + "compressed_gap_error": 0.01679724754418377, + "linear_gap_error": -0.0018110626138057029, + "retangent_gap_error": 0.0034871560795131096 + }, + { + "init_seed": 10001, + "feedback_seed": 101001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.570334573821084, + "empirical_fa_loss": 2.678819805545933, + "empirical_gap": 0.10848523172484903, + "fixed_bp_loss": 2.5510676448481027, + "fixed_fa_loss": 2.6851718899206034, + "fixed_gap": 0.13410424507250074, + "compressed_fa_loss": 2.674522597834999, + "compressed_gap": 0.12345495298689624, + "linear_bp_loss": 2.573459812097857, + "linear_fa_loss": 2.679359886973761, + "linear_gap": 0.1059000748759038, + "retangent_bp_loss": 2.5666653679074027, + "retangent_fa_loss": 2.680686764557631, + "retangent_gap": 0.11402139665022837, + "alpha_s": 0.05327917890605306, + "alpha_slope": 0.002663958945302653, + "fixed_gap_error": 0.02561901334765171, + "compressed_gap_error": 0.014969721262047209, + "linear_gap_error": -0.002585156848945225, + "retangent_gap_error": 0.005536164925379339 + }, + { + "init_seed": 10001, + "feedback_seed": 101002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.570334573821084, + "empirical_fa_loss": 2.684839622758295, + "empirical_gap": 0.11450504893721103, + "fixed_bp_loss": 2.5510676448481027, + "fixed_fa_loss": 2.6900721075509733, + "fixed_gap": 0.1390044627028706, + "compressed_fa_loss": 2.6896637682037468, + "compressed_gap": 0.13859612335564409, + "linear_bp_loss": 2.573459812097857, + "linear_fa_loss": 2.68553206710311, + "linear_gap": 0.11207225500525286, + "retangent_bp_loss": 2.5666653679074027, + "retangent_fa_loss": 2.686753963153742, + "retangent_gap": 0.1200885952463393, + "alpha_s": 0.002003913509964736, + "alpha_slope": 0.00010019567549823681, + "fixed_gap_error": 0.02449941376565956, + "compressed_gap_error": 0.024091074418433056, + "linear_gap_error": -0.002432793931958166, + "retangent_gap_error": 0.005583546309128273 + }, + { + "init_seed": 10001, + "feedback_seed": 101003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.570334573821084, + "empirical_fa_loss": 2.681052714285519, + "empirical_gap": 0.11071814046443507, + "fixed_bp_loss": 2.5510676448481027, + "fixed_fa_loss": 2.6833566536237186, + "fixed_gap": 0.1322890087756159, + "compressed_fa_loss": 2.6806986698432906, + "compressed_gap": 0.12963102499518797, + "linear_bp_loss": 2.573459812097857, + "linear_fa_loss": 2.6814495190976935, + "linear_gap": 0.10798970699983634, + "retangent_bp_loss": 2.5666653679074027, + "retangent_fa_loss": 2.6820020603664396, + "retangent_gap": 0.11533669245903688, + "alpha_s": 0.012206138287633879, + "alpha_slope": 0.000610306914381694, + "fixed_gap_error": 0.021570868311180824, + "compressed_gap_error": 0.018912884530752905, + "linear_gap_error": -0.002728433464598723, + "retangent_gap_error": 0.004618551994601816 + }, + { + "init_seed": 10001, + "feedback_seed": 101004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.570334573821084, + "empirical_fa_loss": 2.660286938738663, + "empirical_gap": 0.08995236491757908, + "fixed_bp_loss": 2.5510676448481027, + "fixed_fa_loss": 2.6540193438912665, + "fixed_gap": 0.10295169904316381, + "compressed_fa_loss": 2.6540193438912665, + "compressed_gap": 0.10295169904316381, + "linear_bp_loss": 2.573459812097857, + "linear_fa_loss": 2.662505865115706, + "linear_gap": 0.08904605301784896, + "retangent_bp_loss": 2.5666653679074027, + "retangent_fa_loss": 2.659507799265995, + "retangent_gap": 0.09284243135859205, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.012999334125584738, + "compressed_gap_error": 0.012999334125584738, + "linear_gap_error": -0.0009063118997301167, + "retangent_gap_error": 0.002890066441012973 + }, + { + "init_seed": 10001, + "feedback_seed": 101005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.570334573821084, + "empirical_fa_loss": 2.6663026763751025, + "empirical_gap": 0.09596810255401866, + "fixed_bp_loss": 2.5510676448481027, + "fixed_fa_loss": 2.6584876621940365, + "fixed_gap": 0.10742001734593387, + "compressed_fa_loss": 2.6584876621940365, + "compressed_gap": 0.10742001734593387, + "linear_bp_loss": 2.573459812097857, + "linear_fa_loss": 2.6673212582308334, + "linear_gap": 0.09386144613297631, + "retangent_bp_loss": 2.5666653679074027, + "retangent_fa_loss": 2.6643107404906416, + "retangent_gap": 0.09764537258323891, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.011451914791915208, + "compressed_gap_error": 0.011451914791915208, + "linear_gap_error": -0.002106656421042352, + "retangent_gap_error": 0.0016772700292202458 + }, + { + "init_seed": 10001, + "feedback_seed": 101006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.570334573821084, + "empirical_fa_loss": 2.6483501863589587, + "empirical_gap": 0.07801561253787481, + "fixed_bp_loss": 2.5510676448481027, + "fixed_fa_loss": 2.6449245826957934, + "fixed_gap": 0.09385693784769078, + "compressed_fa_loss": 2.6449245826957934, + "compressed_gap": 0.09385693784769078, + "linear_bp_loss": 2.573459812097857, + "linear_fa_loss": 2.6482308334910085, + "linear_gap": 0.0747710213931514, + "retangent_bp_loss": 2.5666653679074027, + "retangent_fa_loss": 2.646534059608717, + "retangent_gap": 0.07986869170131428, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.015841325309815968, + "compressed_gap_error": 0.015841325309815968, + "linear_gap_error": -0.003244591144723419, + "retangent_gap_error": 0.0018530791634394639 + }, + { + "init_seed": 10001, + "feedback_seed": 101007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.570334573821084, + "empirical_fa_loss": 2.658091513709987, + "empirical_gap": 0.08775693988890332, + "fixed_bp_loss": 2.5510676448481027, + "fixed_fa_loss": 2.655653653488342, + "fixed_gap": 0.10458600864023948, + "compressed_fa_loss": 2.6534838135152876, + "compressed_gap": 0.10241616866718495, + "linear_bp_loss": 2.573459812097857, + "linear_fa_loss": 2.6575772277233183, + "linear_gap": 0.08411741562546116, + "retangent_bp_loss": 2.5666653679074027, + "retangent_fa_loss": 2.6571819445623635, + "retangent_gap": 0.09051657665496071, + "alpha_s": 0.014044264067111954, + "alpha_slope": 0.0007022132033555977, + "fixed_gap_error": 0.016829068751336163, + "compressed_gap_error": 0.01465922877828163, + "linear_gap_error": -0.003639524263442162, + "retangent_gap_error": 0.002759636766057394 + }, + { + "init_seed": 10002, + "feedback_seed": 102000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.71768650479894, + "empirical_fa_loss": 2.829620238900749, + "empirical_gap": 0.11193373410180918, + "fixed_bp_loss": 2.703939589705657, + "fixed_fa_loss": 2.8306375103969863, + "fixed_gap": 0.12669792069132946, + "compressed_fa_loss": 2.8300693336996137, + "compressed_gap": 0.12612974399395682, + "linear_bp_loss": 2.718724203308539, + "linear_fa_loss": 2.830261457424887, + "linear_gap": 0.11153725411634818, + "retangent_bp_loss": 2.7138771540294435, + "retangent_fa_loss": 2.8302081523362217, + "retangent_gap": 0.11633099830677818, + "alpha_s": 0.00334323535057927, + "alpha_slope": 0.0001671617675289635, + "fixed_gap_error": 0.014764186589520278, + "compressed_gap_error": 0.014196009892147643, + "linear_gap_error": -0.0003964799854609957, + "retangent_gap_error": 0.004397264204968998 + }, + { + "init_seed": 10002, + "feedback_seed": 102001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.71768650479894, + "empirical_fa_loss": 2.811516608840946, + "empirical_gap": 0.09383010404200576, + "fixed_bp_loss": 2.703939589705657, + "fixed_fa_loss": 2.81275324600716, + "fixed_gap": 0.10881365630150297, + "compressed_fa_loss": 2.808532231641003, + "compressed_gap": 0.10459264193534601, + "linear_bp_loss": 2.718724203308539, + "linear_fa_loss": 2.8118736130454383, + "linear_gap": 0.09314940973689945, + "retangent_bp_loss": 2.7138771540294435, + "retangent_fa_loss": 2.8122236386580197, + "retangent_gap": 0.0983464846285762, + "alpha_s": 0.02890951832337994, + "alpha_slope": 0.0014454759161689969, + "fixed_gap_error": 0.014983552259497213, + "compressed_gap_error": 0.010762537893340252, + "linear_gap_error": -0.0006806943051063108, + "retangent_gap_error": 0.004516380586570445 + }, + { + "init_seed": 10002, + "feedback_seed": 102002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.71768650479894, + "empirical_fa_loss": 2.811989398823086, + "empirical_gap": 0.09430289402414616, + "fixed_bp_loss": 2.703939589705657, + "fixed_fa_loss": 2.814204011031138, + "fixed_gap": 0.11026442132548109, + "compressed_fa_loss": 2.8102821144546164, + "compressed_gap": 0.10634252474895955, + "linear_bp_loss": 2.718724203308539, + "linear_fa_loss": 2.8121510952592708, + "linear_gap": 0.09342689195073195, + "retangent_bp_loss": 2.7138771540294435, + "retangent_fa_loss": 2.8127188955482003, + "retangent_gap": 0.0988417415187568, + "alpha_s": 0.02597478201519098, + "alpha_slope": 0.0012987391007595489, + "fixed_gap_error": 0.015961527301334932, + "compressed_gap_error": 0.0120396307248134, + "linear_gap_error": -0.000876002073414206, + "retangent_gap_error": 0.004538847494610643 + }, + { + "init_seed": 10002, + "feedback_seed": 102003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.71768650479894, + "empirical_fa_loss": 2.811494106884025, + "empirical_gap": 0.09380760208508487, + "fixed_bp_loss": 2.703939589705657, + "fixed_fa_loss": 2.810386537776173, + "fixed_gap": 0.10644694807051636, + "compressed_fa_loss": 2.8079877277915832, + "compressed_gap": 0.10404813808592639, + "linear_bp_loss": 2.718724203308539, + "linear_fa_loss": 2.8119224935756657, + "linear_gap": 0.0931982902671269, + "retangent_bp_loss": 2.7138771540294435, + "retangent_fa_loss": 2.811296695490297, + "retangent_gap": 0.09741954146085341, + "alpha_s": 0.016623650079837134, + "alpha_slope": 0.0008311825039918567, + "fixed_gap_error": 0.012639345985431483, + "compressed_gap_error": 0.010240536000841516, + "linear_gap_error": -0.0006093118179579804, + "retangent_gap_error": 0.003611939375768536 + }, + { + "init_seed": 10002, + "feedback_seed": 102004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.71768650479894, + "empirical_fa_loss": 2.8050404164467064, + "empirical_gap": 0.0873539116477664, + "fixed_bp_loss": 2.703939589705657, + "fixed_fa_loss": 2.805729900025673, + "fixed_gap": 0.10179031032001618, + "compressed_fa_loss": 2.797097868202396, + "compressed_gap": 0.0931582784967393, + "linear_bp_loss": 2.718724203308539, + "linear_fa_loss": 2.80448550033314, + "linear_gap": 0.08576129702460111, + "retangent_bp_loss": 2.7138771540294435, + "retangent_fa_loss": 2.805056181463131, + "retangent_gap": 0.09117902743368766, + "alpha_s": 0.06425551304179572, + "alpha_slope": 0.003212775652089786, + "fixed_gap_error": 0.014436398672249773, + "compressed_gap_error": 0.005804366848972897, + "linear_gap_error": -0.0015926146231652893, + "retangent_gap_error": 0.0038251157859212626 + }, + { + "init_seed": 10002, + "feedback_seed": 102005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.71768650479894, + "empirical_fa_loss": 2.8171612031836073, + "empirical_gap": 0.09947469838466727, + "fixed_bp_loss": 2.703939589705657, + "fixed_fa_loss": 2.8127224090015015, + "fixed_gap": 0.10878281929584466, + "compressed_fa_loss": 2.8127224090015015, + "compressed_gap": 0.10878281929584466, + "linear_bp_loss": 2.718724203308539, + "linear_fa_loss": 2.818484314931166, + "linear_gap": 0.09976011162262699, + "retangent_bp_loss": 2.7138771540294435, + "retangent_fa_loss": 2.8164768699090104, + "retangent_gap": 0.10259971587956684, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.009308120911177387, + "compressed_gap_error": 0.009308120911177387, + "linear_gap_error": 0.0002854132379597196, + "retangent_gap_error": 0.0031250174948995735 + }, + { + "init_seed": 10002, + "feedback_seed": 102006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.71768650479894, + "empirical_fa_loss": 2.814298440212203, + "empirical_gap": 0.09661193541326307, + "fixed_bp_loss": 2.703939589705657, + "fixed_fa_loss": 2.811299138326995, + "fixed_gap": 0.10735954862133834, + "compressed_fa_loss": 2.811299138326995, + "compressed_gap": 0.10735954862133834, + "linear_bp_loss": 2.718724203308539, + "linear_fa_loss": 2.815128056236703, + "linear_gap": 0.09640385292816411, + "retangent_bp_loss": 2.7138771540294435, + "retangent_fa_loss": 2.8138835483167512, + "retangent_gap": 0.10000639428730773, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.010747613208075268, + "compressed_gap_error": 0.010747613208075268, + "linear_gap_error": -0.00020808248509895932, + "retangent_gap_error": 0.003394458874044659 + }, + { + "init_seed": 10002, + "feedback_seed": 102007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.71768650479894, + "empirical_fa_loss": 2.8304795831583074, + "empirical_gap": 0.11279307835936736, + "fixed_bp_loss": 2.703939589705657, + "fixed_fa_loss": 2.831636268814034, + "fixed_gap": 0.12769667910837734, + "compressed_fa_loss": 2.829436689984634, + "compressed_gap": 0.1254971002789773, + "linear_bp_loss": 2.718724203308539, + "linear_fa_loss": 2.830911356587648, + "linear_gap": 0.112187153279109, + "retangent_bp_loss": 2.7138771540294435, + "retangent_fa_loss": 2.830949429685906, + "retangent_gap": 0.11707227565646239, + "alpha_s": 0.012226946802926948, + "alpha_slope": 0.0006113473401463474, + "fixed_gap_error": 0.014903600749009982, + "compressed_gap_error": 0.012704021919609954, + "linear_gap_error": -0.0006059250802583627, + "retangent_gap_error": 0.004279197297095028 + }, + { + "init_seed": 10003, + "feedback_seed": 103000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.618901220320315, + "empirical_fa_loss": 2.7000483900543406, + "empirical_gap": 0.08114716973402558, + "fixed_bp_loss": 2.6088757389101644, + "fixed_fa_loss": 2.6978174775726504, + "fixed_gap": 0.088941738662486, + "compressed_fa_loss": 2.6978174775726504, + "compressed_gap": 0.088941738662486, + "linear_bp_loss": 2.6191079508950192, + "linear_fa_loss": 2.7005696842560303, + "linear_gap": 0.08146173336101104, + "retangent_bp_loss": 2.6156413047381735, + "retangent_fa_loss": 2.6995235551560652, + "retangent_gap": 0.08388225041789177, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.007794568928460421, + "compressed_gap_error": 0.007794568928460421, + "linear_gap_error": 0.0003145636269854535, + "retangent_gap_error": 0.0027350806838661867 + }, + { + "init_seed": 10003, + "feedback_seed": 103001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.618901220320315, + "empirical_fa_loss": 2.715217459992191, + "empirical_gap": 0.09631623967187597, + "fixed_bp_loss": 2.6088757389101644, + "fixed_fa_loss": 2.712761762022782, + "fixed_gap": 0.10388602311261774, + "compressed_fa_loss": 2.712761762022782, + "compressed_gap": 0.10388602311261774, + "linear_bp_loss": 2.6191079508950192, + "linear_fa_loss": 2.7152540015521947, + "linear_gap": 0.09614605065717541, + "retangent_bp_loss": 2.6156413047381735, + "retangent_fa_loss": 2.714435734765673, + "retangent_gap": 0.09879443002749966, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.007569783440741773, + "compressed_gap_error": 0.007569783440741773, + "linear_gap_error": -0.00017018901470056136, + "retangent_gap_error": 0.0024781903556236884 + }, + { + "init_seed": 10003, + "feedback_seed": 103002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.618901220320315, + "empirical_fa_loss": 2.7230153805133614, + "empirical_gap": 0.10411416019304642, + "fixed_bp_loss": 2.6088757389101644, + "fixed_fa_loss": 2.7258578944809626, + "fixed_gap": 0.11698215557079816, + "compressed_fa_loss": 2.7188556343031394, + "compressed_gap": 0.10997989539297492, + "linear_bp_loss": 2.6191079508950192, + "linear_fa_loss": 2.7233303092355228, + "linear_gap": 0.10422235834050353, + "retangent_bp_loss": 2.6156413047381735, + "retangent_fa_loss": 2.724158201481639, + "retangent_gap": 0.10851689674346554, + "alpha_s": 0.04450900705593782, + "alpha_slope": 0.002225450352796891, + "fixed_gap_error": 0.01286799537775174, + "compressed_gap_error": 0.005865735199928501, + "linear_gap_error": 0.00010819814745710588, + "retangent_gap_error": 0.004402736550419117 + }, + { + "init_seed": 10003, + "feedback_seed": 103003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.618901220320315, + "empirical_fa_loss": 2.72254574989459, + "empirical_gap": 0.10364452957427517, + "fixed_bp_loss": 2.6088757389101644, + "fixed_fa_loss": 2.723460761653808, + "fixed_gap": 0.11458502274364335, + "compressed_fa_loss": 2.723460761653808, + "compressed_gap": 0.11458502274364335, + "linear_bp_loss": 2.6191079508950192, + "linear_fa_loss": 2.722864154047108, + "linear_gap": 0.10375620315208867, + "retangent_bp_loss": 2.6156413047381735, + "retangent_fa_loss": 2.723154254235192, + "retangent_gap": 0.10751294949701862, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.010940493169368182, + "compressed_gap_error": 0.010940493169368182, + "linear_gap_error": 0.00011167357781349807, + "retangent_gap_error": 0.003868419922743449 + }, + { + "init_seed": 10003, + "feedback_seed": 103004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.618901220320315, + "empirical_fa_loss": 2.71339652973849, + "empirical_gap": 0.09449530941817486, + "fixed_bp_loss": 2.6088757389101644, + "fixed_fa_loss": 2.711693954991412, + "fixed_gap": 0.10281821608124764, + "compressed_fa_loss": 2.711693954991412, + "compressed_gap": 0.10281821608124764, + "linear_bp_loss": 2.6191079508950192, + "linear_fa_loss": 2.7131363421243115, + "linear_gap": 0.0940283912292923, + "retangent_bp_loss": 2.6156413047381735, + "retangent_fa_loss": 2.712768392217579, + "retangent_gap": 0.09712708747940546, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.008322906663072782, + "compressed_gap_error": 0.008322906663072782, + "linear_gap_error": -0.0004669181888825591, + "retangent_gap_error": 0.002631778061230605 + }, + { + "init_seed": 10003, + "feedback_seed": 103005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.618901220320315, + "empirical_fa_loss": 2.715172364485746, + "empirical_gap": 0.09627114416543092, + "fixed_bp_loss": 2.6088757389101644, + "fixed_fa_loss": 2.713333073021214, + "fixed_gap": 0.10445733411104952, + "compressed_fa_loss": 2.713333073021214, + "compressed_gap": 0.10445733411104952, + "linear_bp_loss": 2.6191079508950192, + "linear_fa_loss": 2.7153276913250597, + "linear_gap": 0.09621974043004045, + "retangent_bp_loss": 2.6156413047381735, + "retangent_fa_loss": 2.7147427511394984, + "retangent_gap": 0.0991014464013249, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.008186189945618594, + "compressed_gap_error": 0.008186189945618594, + "linear_gap_error": -5.140373539047616e-05, + "retangent_gap_error": 0.0028303022358939778 + }, + { + "init_seed": 10003, + "feedback_seed": 103006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.618901220320315, + "empirical_fa_loss": 2.706838203072873, + "empirical_gap": 0.08793698275255801, + "fixed_bp_loss": 2.6088757389101644, + "fixed_fa_loss": 2.705413249337105, + "fixed_gap": 0.09653751042694036, + "compressed_fa_loss": 2.705413249337105, + "compressed_gap": 0.09653751042694036, + "linear_bp_loss": 2.6191079508950192, + "linear_fa_loss": 2.706683757925294, + "linear_gap": 0.08757580703027479, + "retangent_bp_loss": 2.6156413047381735, + "retangent_fa_loss": 2.706264331677141, + "retangent_gap": 0.0906230269389674, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.008600527674382352, + "compressed_gap_error": 0.008600527674382352, + "linear_gap_error": -0.0003611757222832246, + "retangent_gap_error": 0.0026860441864093865 + }, + { + "init_seed": 10003, + "feedback_seed": 103007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.618901220320315, + "empirical_fa_loss": 2.7191960607765333, + "empirical_gap": 0.10029484045621828, + "fixed_bp_loss": 2.6088757389101644, + "fixed_fa_loss": 2.7201588344405296, + "fixed_gap": 0.1112830955303652, + "compressed_fa_loss": 2.7180136297073108, + "compressed_gap": 0.10913789079714631, + "linear_bp_loss": 2.6191079508950192, + "linear_fa_loss": 2.7188571157246004, + "linear_gap": 0.09974916482958118, + "retangent_bp_loss": 2.6156413047381735, + "retangent_fa_loss": 2.7192988802749447, + "retangent_gap": 0.10365757553677124, + "alpha_s": 0.014669299693412529, + "alpha_slope": 0.0007334649846706265, + "fixed_gap_error": 0.010988255074146913, + "compressed_gap_error": 0.008843050340928027, + "linear_gap_error": -0.0005456756266370988, + "retangent_gap_error": 0.0033627350805529588 + } + ] +} |