From 103a9413d025482f408d758fe6612e2c36cc265a Mon Sep 17 00:00:00 2001 From: haoyuren <13851610112@163.com> Date: Wed, 29 Jul 2026 00:15:44 +0800 Subject: Track legacy operator-study row data; extend generated tables Pulls the training-set-size series, snapshot-location sweep, stress grid, scalar-gain comparison, oracle diagnostic, and derivative-probe rows from the experiment machine, and adds three generated fragments (train size, snapshot location, stress grid) used by the appendix. Co-Authored-By: Claude Fable 5 --- .../compressed_operator_rows.csv | 33 + .../summary.json | 855 +++++++++++++++++++++ 2 files changed, 888 insertions(+) create mode 100644 outputs/compressed_operator_s20_256traj_T50_width64_N192/compressed_operator_rows.csv create mode 100644 outputs/compressed_operator_s20_256traj_T50_width64_N192/summary.json (limited to 'outputs/compressed_operator_s20_256traj_T50_width64_N192') diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N192/compressed_operator_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_N192/compressed_operator_rows.csv new file mode 100644 index 0000000..228bd1c --- /dev/null +++ b/outputs/compressed_operator_s20_256traj_T50_width64_N192/compressed_operator_rows.csv @@ -0,0 +1,33 @@ +init_seed,feedback_seed,target_steps,early_steps,empirical_bp_loss,empirical_fa_loss,empirical_gap,fixed_bp_loss,fixed_fa_loss,fixed_gap,compressed_fa_loss,compressed_gap,linear_bp_loss,linear_fa_loss,linear_gap,retangent_bp_loss,retangent_fa_loss,retangent_gap,alpha_s,alpha_slope,fixed_gap_error,compressed_gap_error,linear_gap_error,retangent_gap_error +10000,100000,50,20,2.619308198504077,2.7453357630883364,0.12602756458425945,2.5988723885739176,2.74830513165478,0.14943274308086263,2.7475645198495293,0.14869213127561176,2.6224808810625517,2.7440799091180565,0.12159902805550482,2.614800383820022,2.745283057278814,0.13048267345879205,0.0029651016485648944,0.00014825508242824473,0.023405178496603174,0.022664566691352306,-0.004428536528754634,0.004455108874532598 +10000,100001,50,20,2.619308198504077,2.7309895936177306,0.11168139511365371,2.5988723885739176,2.744415508645007,0.1455431200710895,2.724662093549141,0.12578970497522324,2.6224808810625517,2.7302846032679877,0.10780372220543599,2.614800383820022,2.734458969899039,0.11965858607901714,0.08982561365142533,0.004491280682571266,0.03386172495743578,0.014108309861569523,-0.003877672908217722,0.007977190965363423 +10000,100002,50,20,2.619308198504077,2.7187365058274935,0.09942830732341656,2.5988723885739176,2.709461977036985,0.11058958846306766,2.709461977036985,0.11058958846306766,2.6224808810625517,2.7194689639964102,0.09698808293385852,2.614800383820022,2.7161543118827303,0.10135392806270849,0.0,0.0,0.011161281139651091,0.011161281139651091,-0.0024402243895580433,0.0019256207392919222 +10000,100003,50,20,2.619308198504077,2.721579703896914,0.10227150539283691,2.5988723885739176,2.725690614451969,0.12681822587805147,2.7215050466711084,0.12263265809719082,2.6224808810625517,2.7220421763805924,0.0995612953180407,2.614800383820022,2.7232635441592734,0.10846316033925163,0.022281470289418456,0.0011140735144709228,0.024546720485214557,0.020361152704353902,-0.0027102100747962155,0.006191654946414715 +10000,100004,50,20,2.619308198504077,2.730620502408231,0.11131230390415414,2.5988723885739176,2.739001489374059,0.14012910080014152,2.72415770389139,0.12528531531747245,2.6224808810625517,2.730409420152212,0.10792853908966027,2.614800383820022,2.7332921041286014,0.11849172030857957,0.07252563184531244,0.003626281592265622,0.028816796895987373,0.013973011413318304,-0.0033837648144938726,0.007179416404425432 +10000,100005,50,20,2.619308198504077,2.6989178465440222,0.0796096480399453,2.5988723885739176,2.6972883198536857,0.09841593127976811,2.6972883198536857,0.09841593127976811,2.6224808810625517,2.699395263024737,0.07691438196218536,2.614800383820022,2.6987090925993815,0.08390870877935974,0.0,0.0,0.018806283239822807,0.018806283239822807,-0.002695266077759939,0.00429906073941444 +10000,100006,50,20,2.619308198504077,2.716828978180805,0.0975207796767279,2.5988723885739176,2.7140720940032224,0.1151997054293048,2.7140720940032224,0.1151997054293048,2.6224808810625517,2.7162597293467416,0.09377884828418992,2.614800383820022,2.7157404080204586,0.1009400242004368,0.0,0.0,0.0176789257525769,0.0176789257525769,-0.0037419313925379782,0.0034192445237088975 +10000,100007,50,20,2.619308198504077,2.705906578222983,0.08659837971890605,2.5988723885739176,2.7053205338264186,0.10644814525250101,2.7022437003185313,0.10337131174461378,2.6224808810625517,2.7058873438707116,0.08340646280815989,2.614800383820022,2.7061771537210055,0.09137676990098376,0.01987961016664335,0.0009939805083321676,0.019849765533594965,0.016772932025707732,-0.003191916910746162,0.0047783901820777075 +10001,101000,50,20,2.653980447434505,2.7777624061651207,0.12378195873061593,2.6380652556378448,2.778521072145107,0.14045581650726202,2.778521072145107,0.14045581650726202,2.656110466569491,2.7774617773602324,0.12135131079074135,2.6504835130178264,2.7778664246794023,0.1273829116615759,0.0,0.0,0.016673857776646095,0.016673857776646095,-0.002430647939874575,0.0036009529309599664 +10001,101001,50,20,2.653980447434505,2.770210414116305,0.11622996668180008,2.6380652556378448,2.777841377912813,0.13977612227496827,2.7648213803236756,0.12675612468583086,2.656110466569491,2.7715648849937637,0.11545441842427273,2.6504835130178264,2.773341930815952,0.12285841779812579,0.06140643802157843,0.0030703219010789215,0.023546155593168194,0.010526158004030783,-0.0007755482575273476,0.0066284511163257065 +10001,101002,50,20,2.653980447434505,2.774574026801871,0.12059357936736603,2.6380652556378448,2.781840992512343,0.14377573687449807,2.781840992512343,0.14377573687449807,2.656110466569491,2.775166615417795,0.11905614884830396,2.6504835130178264,2.7770163131250833,0.12653280010725698,0.0,0.0,0.02318215750713204,0.02318215750713204,-0.0015374305190620774,0.005939220739890949 +10001,101003,50,20,2.653980447434505,2.7683747927037423,0.11439434526923753,2.6380652556378448,2.770321563201019,0.1322563075631744,2.76894327257723,0.13087801693938506,2.656110466569491,2.768612645490981,0.11250217892149017,2.6504835130178264,2.769526520933803,0.11904300791597677,0.006051609544462969,0.00030258047722314847,0.017861962293936884,0.016483671670147526,-0.0018921663477473594,0.004648662646739243 +10001,101004,50,20,2.653980447434505,2.759861282317883,0.1058808348833784,2.6380652556378448,2.7568112831594753,0.11874602752163055,2.7568112831594753,0.11874602752163055,2.656110466569491,2.7614890300186463,0.1053785634491553,2.6504835130178264,2.7598087117058583,0.10932519868803192,0.0,0.0,0.012865192638252143,0.012865192638252143,-0.0005022714342231005,0.0034443638046535163 +10001,101005,50,20,2.653980447434505,2.7542476980886703,0.10026725065416553,2.6380652556378448,2.744802600265024,0.1067373446271791,2.744802600265024,0.1067373446271791,2.656110466569491,2.755978092000485,0.09986762543099381,2.6504835130178264,2.752461229485476,0.10197771646764942,0.0,0.0,0.006470093973013569,0.006470093973013569,-0.0003996252231717179,0.0017104658134838857 +10001,101006,50,20,2.653980447434505,2.735821959537343,0.08184151210283819,2.6380652556378448,2.731915612378051,0.09385035674020603,2.731915612378051,0.09385035674020603,2.656110466569491,2.7379472792058235,0.08183681263633247,2.6504835130178264,2.7353406707139793,0.08485715769615298,0.0,0.0,0.012008844637367844,0.012008844637367844,-4.69946650571984e-06,0.0030156455933147974 +10001,101007,50,20,2.653980447434505,2.7397017525046934,0.0857213050701886,2.6380652556378448,2.7431766472299692,0.10511139159212446,2.7401322146866747,0.1020669590488299,2.656110466569491,2.7391766132902746,0.0830661467207836,2.6504835130178264,2.739813449819401,0.08932993680157475,0.01900792312163228,0.000950396156081614,0.019390086521935856,0.016345653978641295,-0.0026551583494049957,0.003608631731386147 +10002,102000,50,20,2.8655467031937327,2.9871622150454447,0.12161551185171193,2.848600766894409,2.9899118944898255,0.14131112759541642,2.987714782331093,0.1391140154366841,2.865621951977843,2.9879942942077733,0.1223723422299301,2.860155583875883,2.988078845494543,0.12792326161866008,0.011621651548228883,0.0005810825774114441,0.019695615743704487,0.01749850358497218,0.0007568303782181651,0.006307749766948145 +10002,102001,50,20,2.8655467031937327,2.9747741149636373,0.10922741176990458,2.848600766894409,2.9720944308017807,0.1234936639073716,2.968467837170941,0.11986707027653187,2.865621951977843,2.975178239851756,0.1095562878739127,2.860155583875883,2.974015340625216,0.11385975674933313,0.021864421926990552,0.0010932210963495277,0.014266252137467017,0.010639658506627292,0.0003288761040081134,0.004632344979428549 +10002,102002,50,20,2.8655467031937327,2.9717393505632272,0.10619264736949452,2.848600766894409,2.975357446715538,0.12675667982112904,2.9716068639697695,0.12300609707536037,2.865621951977843,2.970277696496622,0.10465574451877879,2.860155583875883,2.971834896607336,0.11167931273145282,0.021663824559993484,0.001083191227999674,0.020564032451634517,0.016813449705865846,-0.0015369028507157267,0.005486665361958298 +10002,102003,50,20,2.8655467031937327,2.9670025333677703,0.10145583017403759,2.848600766894409,2.9632165313662036,0.11461576447179445,2.961136928869768,0.11253616197535887,2.865621951977843,2.9667205796203326,0.10109862764248945,2.860155583875883,2.9654693340889082,0.10531375021302525,0.013572990420989589,0.0006786495210494794,0.013159934297756859,0.011080331801321286,-0.00035720253154813975,0.003857920038987661 +10002,102004,50,20,2.8655467031937327,2.964418340369937,0.09887163717620417,2.848600766894409,2.9681647991959053,0.11956403230149615,2.956478983512435,0.1078782166180261,2.865621951977843,2.963102832513929,0.09748088053608583,2.860155583875883,2.964549019828123,0.10439343595224004,0.07440385774117278,0.003720192887058639,0.020692395125291974,0.009006579441821927,-0.0013907566401183402,0.005521798776035869 +10002,102005,50,20,2.8655467031937327,2.9800639145154535,0.11451721132172077,2.848600766894409,2.9722997430338634,0.12369897613945424,2.9722997430338634,0.12369897613945424,2.865621951977843,2.981849169763132,0.11622721778528877,2.860155583875883,2.9784935378593267,0.11833795398344371,0.0,0.0,0.009181764817733473,0.009181764817733473,0.0017100064635680035,0.0038207426617229423 +10002,102006,50,20,2.8655467031937327,2.970554518193028,0.10500781499929523,2.848600766894409,2.9643453649454155,0.11574459805100634,2.9643453649454155,0.11574459805100634,2.865621951977843,2.971012190131784,0.10539023815394089,2.860155583875883,2.968805494138628,0.10864991026274495,0.0,0.0,0.010736783051711107,0.010736783051711107,0.00038242315464565024,0.0036420952634497183 +10002,102007,50,20,2.8655467031937327,2.9956455003524596,0.13009879715872685,2.848600766894409,3.0001492785118358,0.15154851161742666,2.9960563877948054,0.14745562090039632,2.865621951977843,2.9944302979207005,0.12880834594285728,2.860155583875883,2.996112925565647,0.13595734168976392,0.019116921469206166,0.0009558460734603083,0.02144971445869981,0.01735682374166947,-0.0012904512158695702,0.005858544531037069 +10003,103000,50,20,2.680695147137835,2.7663381320175677,0.08564298487973288,2.6710587370973413,2.7641016245160017,0.0930428874186604,2.7641016245160017,0.0930428874186604,2.681144472274683,2.7675574094924484,0.08641293721776533,2.6777255577461916,2.766236990407357,0.08851143266116557,0.0,0.0,0.0073999025389275275,0.0073999025389275275,0.0007699523380324536,0.0028684477814326925 +10003,103001,50,20,2.680695147137835,2.7842473442059226,0.10355219706808771,2.6710587370973413,2.7832746864866884,0.11221594938934709,2.7832746864866884,0.11221594938934709,2.681144472274683,2.784264806578378,0.10312033430369505,2.6777255577461916,2.7837455358702408,0.10601997812404917,0.0,0.0,0.008663752321259377,0.008663752321259377,-0.00043186276439266535,0.00246778105596146 +10003,103002,50,20,2.680695147137835,2.7898795398982776,0.10918439276044278,2.6710587370973413,2.7928037994051507,0.12174506230780935,2.7874712201832303,0.11641248308588903,2.681144472274683,2.789451286001428,0.10830681372674489,2.6777255577461916,2.79057247419204,0.11284691644584832,0.032884326437547046,0.0016442163218773522,0.012560669547366565,0.007228090325446246,-0.000877579033697895,0.0036625236854055387 +10003,103003,50,20,2.680695147137835,2.788554653179243,0.10785950604140826,2.6710587370973413,2.7905509463460607,0.1194922092487194,2.788912209800181,0.11785347270283975,2.681144472274683,2.788564032557399,0.10741956028271593,2.6777255577461916,2.789431154073035,0.11170559632684363,0.010087577890691707,0.0005043788945345853,0.011632703207311135,0.009993966661431486,-0.0004399457586923283,0.0038460902854353662 +10003,103004,50,20,2.680695147137835,2.7836885483982563,0.10299340126042145,2.6710587370973413,2.783794460956292,0.11273572385895081,2.782606447044312,0.11154770994697083,2.681144472274683,2.783863816949854,0.10271934467517108,2.6777255577461916,2.7839182717584197,0.10619271401222807,0.007887945737607729,0.0003943972868803864,0.009742322598529363,0.008554308686549383,-0.0002740565852503707,0.0031993127518066267 +10003,103005,50,20,2.680695147137835,2.7767565407954256,0.0960613936575907,2.6710587370973413,2.7736274135840726,0.10256867648673129,2.7736274135840726,0.10256867648673129,2.681144472274683,2.776296870376927,0.09515239810224374,2.6777255577461916,2.775706334399087,0.09798077665289551,0.0,0.0,0.006507282829140593,0.006507282829140593,-0.0009089955553469586,0.001919382995304808 +10003,103006,50,20,2.680695147137835,2.7679434555486817,0.08724830841084685,2.6710587370973413,2.7670682664329864,0.0960095293356451,2.7670682664329864,0.0960095293356451,2.681144472274683,2.7675526224234495,0.08640815014876635,2.6777255577461916,2.7672623050317675,0.08953674728557592,0.0,0.0,0.008761220924798252,0.008761220924798252,-0.0008401582620805037,0.0022884388747290707 +10003,103007,50,20,2.680695147137835,2.790598442717194,0.1099032955793593,2.6710587370973413,2.793906130547827,0.12284739345048568,2.7900249258306205,0.11896618873327913,2.681144472274683,2.790206527528197,0.10906205525351398,2.6777255577461916,2.7912293110707878,0.11350375332459617,0.024003461107311237,0.0012001730553655619,0.012944097871126381,0.009062893153919838,-0.000841240325845316,0.0036004577452368736 diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N192/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N192/summary.json new file mode 100644 index 0000000..c21b189 --- /dev/null +++ b/outputs/compressed_operator_s20_256traj_T50_width64_N192/summary.json @@ -0,0 +1,855 @@ +{ + "config": { + "input_dim": 16, + "output_dim": 4, + "width": 64, + "train_samples": 192, + "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_N192" + }, + "rows": [ + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7453357630883364, + "empirical_gap": 0.12602756458425945, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.74830513165478, + "fixed_gap": 0.14943274308086263, + "compressed_fa_loss": 2.7475645198495293, + "compressed_gap": 0.14869213127561176, + "linear_bp_loss": 2.6224808810625517, + "linear_fa_loss": 2.7440799091180565, + "linear_gap": 0.12159902805550482, + "retangent_bp_loss": 2.614800383820022, + "retangent_fa_loss": 2.745283057278814, + "retangent_gap": 0.13048267345879205, + "alpha_s": 0.0029651016485648944, + "alpha_slope": 0.00014825508242824473, + "fixed_gap_error": 0.023405178496603174, + "compressed_gap_error": 0.022664566691352306, + "linear_gap_error": -0.004428536528754634, + "retangent_gap_error": 0.004455108874532598 + }, + { + "init_seed": 10000, + "feedback_seed": 100001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7309895936177306, + "empirical_gap": 0.11168139511365371, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.744415508645007, + "fixed_gap": 0.1455431200710895, + "compressed_fa_loss": 2.724662093549141, + "compressed_gap": 0.12578970497522324, + "linear_bp_loss": 2.6224808810625517, + "linear_fa_loss": 2.7302846032679877, + "linear_gap": 0.10780372220543599, + "retangent_bp_loss": 2.614800383820022, + "retangent_fa_loss": 2.734458969899039, + "retangent_gap": 0.11965858607901714, + "alpha_s": 0.08982561365142533, + "alpha_slope": 0.004491280682571266, + "fixed_gap_error": 0.03386172495743578, + "compressed_gap_error": 0.014108309861569523, + "linear_gap_error": -0.003877672908217722, + "retangent_gap_error": 0.007977190965363423 + }, + { + "init_seed": 10000, + "feedback_seed": 100002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.7187365058274935, + "empirical_gap": 0.09942830732341656, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.709461977036985, + "fixed_gap": 0.11058958846306766, + "compressed_fa_loss": 2.709461977036985, + "compressed_gap": 0.11058958846306766, + "linear_bp_loss": 2.6224808810625517, + "linear_fa_loss": 2.7194689639964102, + "linear_gap": 0.09698808293385852, + "retangent_bp_loss": 2.614800383820022, + "retangent_fa_loss": 2.7161543118827303, + "retangent_gap": 0.10135392806270849, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.011161281139651091, + "compressed_gap_error": 0.011161281139651091, + "linear_gap_error": -0.0024402243895580433, + "retangent_gap_error": 0.0019256207392919222 + }, + { + "init_seed": 10000, + "feedback_seed": 100003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.721579703896914, + "empirical_gap": 0.10227150539283691, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.725690614451969, + "fixed_gap": 0.12681822587805147, + "compressed_fa_loss": 2.7215050466711084, + "compressed_gap": 0.12263265809719082, + "linear_bp_loss": 2.6224808810625517, + "linear_fa_loss": 2.7220421763805924, + "linear_gap": 0.0995612953180407, + "retangent_bp_loss": 2.614800383820022, + "retangent_fa_loss": 2.7232635441592734, + "retangent_gap": 0.10846316033925163, + "alpha_s": 0.022281470289418456, + "alpha_slope": 0.0011140735144709228, + "fixed_gap_error": 0.024546720485214557, + "compressed_gap_error": 0.020361152704353902, + "linear_gap_error": -0.0027102100747962155, + "retangent_gap_error": 0.006191654946414715 + }, + { + "init_seed": 10000, + "feedback_seed": 100004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.730620502408231, + "empirical_gap": 0.11131230390415414, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.739001489374059, + "fixed_gap": 0.14012910080014152, + "compressed_fa_loss": 2.72415770389139, + "compressed_gap": 0.12528531531747245, + "linear_bp_loss": 2.6224808810625517, + "linear_fa_loss": 2.730409420152212, + "linear_gap": 0.10792853908966027, + "retangent_bp_loss": 2.614800383820022, + "retangent_fa_loss": 2.7332921041286014, + "retangent_gap": 0.11849172030857957, + "alpha_s": 0.07252563184531244, + "alpha_slope": 0.003626281592265622, + "fixed_gap_error": 0.028816796895987373, + "compressed_gap_error": 0.013973011413318304, + "linear_gap_error": -0.0033837648144938726, + "retangent_gap_error": 0.007179416404425432 + }, + { + "init_seed": 10000, + "feedback_seed": 100005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.6989178465440222, + "empirical_gap": 0.0796096480399453, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.6972883198536857, + "fixed_gap": 0.09841593127976811, + "compressed_fa_loss": 2.6972883198536857, + "compressed_gap": 0.09841593127976811, + "linear_bp_loss": 2.6224808810625517, + "linear_fa_loss": 2.699395263024737, + "linear_gap": 0.07691438196218536, + "retangent_bp_loss": 2.614800383820022, + "retangent_fa_loss": 2.6987090925993815, + "retangent_gap": 0.08390870877935974, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.018806283239822807, + "compressed_gap_error": 0.018806283239822807, + "linear_gap_error": -0.002695266077759939, + "retangent_gap_error": 0.00429906073941444 + }, + { + "init_seed": 10000, + "feedback_seed": 100006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.716828978180805, + "empirical_gap": 0.0975207796767279, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.7140720940032224, + "fixed_gap": 0.1151997054293048, + "compressed_fa_loss": 2.7140720940032224, + "compressed_gap": 0.1151997054293048, + "linear_bp_loss": 2.6224808810625517, + "linear_fa_loss": 2.7162597293467416, + "linear_gap": 0.09377884828418992, + "retangent_bp_loss": 2.614800383820022, + "retangent_fa_loss": 2.7157404080204586, + "retangent_gap": 0.1009400242004368, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.0176789257525769, + "compressed_gap_error": 0.0176789257525769, + "linear_gap_error": -0.0037419313925379782, + "retangent_gap_error": 0.0034192445237088975 + }, + { + "init_seed": 10000, + "feedback_seed": 100007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.619308198504077, + "empirical_fa_loss": 2.705906578222983, + "empirical_gap": 0.08659837971890605, + "fixed_bp_loss": 2.5988723885739176, + "fixed_fa_loss": 2.7053205338264186, + "fixed_gap": 0.10644814525250101, + "compressed_fa_loss": 2.7022437003185313, + "compressed_gap": 0.10337131174461378, + "linear_bp_loss": 2.6224808810625517, + "linear_fa_loss": 2.7058873438707116, + "linear_gap": 0.08340646280815989, + "retangent_bp_loss": 2.614800383820022, + "retangent_fa_loss": 2.7061771537210055, + "retangent_gap": 0.09137676990098376, + "alpha_s": 0.01987961016664335, + "alpha_slope": 0.0009939805083321676, + "fixed_gap_error": 0.019849765533594965, + "compressed_gap_error": 0.016772932025707732, + "linear_gap_error": -0.003191916910746162, + "retangent_gap_error": 0.0047783901820777075 + }, + { + "init_seed": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.7777624061651207, + "empirical_gap": 0.12378195873061593, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.778521072145107, + "fixed_gap": 0.14045581650726202, + "compressed_fa_loss": 2.778521072145107, + "compressed_gap": 0.14045581650726202, + "linear_bp_loss": 2.656110466569491, + "linear_fa_loss": 2.7774617773602324, + "linear_gap": 0.12135131079074135, + "retangent_bp_loss": 2.6504835130178264, + "retangent_fa_loss": 2.7778664246794023, + "retangent_gap": 0.1273829116615759, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.016673857776646095, + "compressed_gap_error": 0.016673857776646095, + "linear_gap_error": -0.002430647939874575, + "retangent_gap_error": 0.0036009529309599664 + }, + { + "init_seed": 10001, + "feedback_seed": 101001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.770210414116305, + "empirical_gap": 0.11622996668180008, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.777841377912813, + "fixed_gap": 0.13977612227496827, + "compressed_fa_loss": 2.7648213803236756, + "compressed_gap": 0.12675612468583086, + "linear_bp_loss": 2.656110466569491, + "linear_fa_loss": 2.7715648849937637, + "linear_gap": 0.11545441842427273, + "retangent_bp_loss": 2.6504835130178264, + "retangent_fa_loss": 2.773341930815952, + "retangent_gap": 0.12285841779812579, + "alpha_s": 0.06140643802157843, + "alpha_slope": 0.0030703219010789215, + "fixed_gap_error": 0.023546155593168194, + "compressed_gap_error": 0.010526158004030783, + "linear_gap_error": -0.0007755482575273476, + "retangent_gap_error": 0.0066284511163257065 + }, + { + "init_seed": 10001, + "feedback_seed": 101002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.774574026801871, + "empirical_gap": 0.12059357936736603, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.781840992512343, + "fixed_gap": 0.14377573687449807, + "compressed_fa_loss": 2.781840992512343, + "compressed_gap": 0.14377573687449807, + "linear_bp_loss": 2.656110466569491, + "linear_fa_loss": 2.775166615417795, + "linear_gap": 0.11905614884830396, + "retangent_bp_loss": 2.6504835130178264, + "retangent_fa_loss": 2.7770163131250833, + "retangent_gap": 0.12653280010725698, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.02318215750713204, + "compressed_gap_error": 0.02318215750713204, + "linear_gap_error": -0.0015374305190620774, + "retangent_gap_error": 0.005939220739890949 + }, + { + "init_seed": 10001, + "feedback_seed": 101003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.7683747927037423, + "empirical_gap": 0.11439434526923753, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.770321563201019, + "fixed_gap": 0.1322563075631744, + "compressed_fa_loss": 2.76894327257723, + "compressed_gap": 0.13087801693938506, + "linear_bp_loss": 2.656110466569491, + "linear_fa_loss": 2.768612645490981, + "linear_gap": 0.11250217892149017, + "retangent_bp_loss": 2.6504835130178264, + "retangent_fa_loss": 2.769526520933803, + "retangent_gap": 0.11904300791597677, + "alpha_s": 0.006051609544462969, + "alpha_slope": 0.00030258047722314847, + "fixed_gap_error": 0.017861962293936884, + "compressed_gap_error": 0.016483671670147526, + "linear_gap_error": -0.0018921663477473594, + "retangent_gap_error": 0.004648662646739243 + }, + { + "init_seed": 10001, + "feedback_seed": 101004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.759861282317883, + "empirical_gap": 0.1058808348833784, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.7568112831594753, + "fixed_gap": 0.11874602752163055, + "compressed_fa_loss": 2.7568112831594753, + "compressed_gap": 0.11874602752163055, + "linear_bp_loss": 2.656110466569491, + "linear_fa_loss": 2.7614890300186463, + "linear_gap": 0.1053785634491553, + "retangent_bp_loss": 2.6504835130178264, + "retangent_fa_loss": 2.7598087117058583, + "retangent_gap": 0.10932519868803192, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.012865192638252143, + "compressed_gap_error": 0.012865192638252143, + "linear_gap_error": -0.0005022714342231005, + "retangent_gap_error": 0.0034443638046535163 + }, + { + "init_seed": 10001, + "feedback_seed": 101005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.7542476980886703, + "empirical_gap": 0.10026725065416553, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.744802600265024, + "fixed_gap": 0.1067373446271791, + "compressed_fa_loss": 2.744802600265024, + "compressed_gap": 0.1067373446271791, + "linear_bp_loss": 2.656110466569491, + "linear_fa_loss": 2.755978092000485, + "linear_gap": 0.09986762543099381, + "retangent_bp_loss": 2.6504835130178264, + "retangent_fa_loss": 2.752461229485476, + "retangent_gap": 0.10197771646764942, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.006470093973013569, + "compressed_gap_error": 0.006470093973013569, + "linear_gap_error": -0.0003996252231717179, + "retangent_gap_error": 0.0017104658134838857 + }, + { + "init_seed": 10001, + "feedback_seed": 101006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.735821959537343, + "empirical_gap": 0.08184151210283819, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.731915612378051, + "fixed_gap": 0.09385035674020603, + "compressed_fa_loss": 2.731915612378051, + "compressed_gap": 0.09385035674020603, + "linear_bp_loss": 2.656110466569491, + "linear_fa_loss": 2.7379472792058235, + "linear_gap": 0.08183681263633247, + "retangent_bp_loss": 2.6504835130178264, + "retangent_fa_loss": 2.7353406707139793, + "retangent_gap": 0.08485715769615298, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.012008844637367844, + "compressed_gap_error": 0.012008844637367844, + "linear_gap_error": -4.69946650571984e-06, + "retangent_gap_error": 0.0030156455933147974 + }, + { + "init_seed": 10001, + "feedback_seed": 101007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.653980447434505, + "empirical_fa_loss": 2.7397017525046934, + "empirical_gap": 0.0857213050701886, + "fixed_bp_loss": 2.6380652556378448, + "fixed_fa_loss": 2.7431766472299692, + "fixed_gap": 0.10511139159212446, + "compressed_fa_loss": 2.7401322146866747, + "compressed_gap": 0.1020669590488299, + "linear_bp_loss": 2.656110466569491, + "linear_fa_loss": 2.7391766132902746, + "linear_gap": 0.0830661467207836, + "retangent_bp_loss": 2.6504835130178264, + "retangent_fa_loss": 2.739813449819401, + "retangent_gap": 0.08932993680157475, + "alpha_s": 0.01900792312163228, + "alpha_slope": 0.000950396156081614, + "fixed_gap_error": 0.019390086521935856, + "compressed_gap_error": 0.016345653978641295, + "linear_gap_error": -0.0026551583494049957, + "retangent_gap_error": 0.003608631731386147 + }, + { + "init_seed": 10002, + "feedback_seed": 102000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8655467031937327, + "empirical_fa_loss": 2.9871622150454447, + "empirical_gap": 0.12161551185171193, + "fixed_bp_loss": 2.848600766894409, + "fixed_fa_loss": 2.9899118944898255, + "fixed_gap": 0.14131112759541642, + "compressed_fa_loss": 2.987714782331093, + "compressed_gap": 0.1391140154366841, + "linear_bp_loss": 2.865621951977843, + "linear_fa_loss": 2.9879942942077733, + "linear_gap": 0.1223723422299301, + "retangent_bp_loss": 2.860155583875883, + "retangent_fa_loss": 2.988078845494543, + "retangent_gap": 0.12792326161866008, + "alpha_s": 0.011621651548228883, + "alpha_slope": 0.0005810825774114441, + "fixed_gap_error": 0.019695615743704487, + "compressed_gap_error": 0.01749850358497218, + "linear_gap_error": 0.0007568303782181651, + "retangent_gap_error": 0.006307749766948145 + }, + { + "init_seed": 10002, + "feedback_seed": 102001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8655467031937327, + "empirical_fa_loss": 2.9747741149636373, + "empirical_gap": 0.10922741176990458, + "fixed_bp_loss": 2.848600766894409, + "fixed_fa_loss": 2.9720944308017807, + "fixed_gap": 0.1234936639073716, + "compressed_fa_loss": 2.968467837170941, + "compressed_gap": 0.11986707027653187, + "linear_bp_loss": 2.865621951977843, + "linear_fa_loss": 2.975178239851756, + "linear_gap": 0.1095562878739127, + "retangent_bp_loss": 2.860155583875883, + "retangent_fa_loss": 2.974015340625216, + "retangent_gap": 0.11385975674933313, + "alpha_s": 0.021864421926990552, + "alpha_slope": 0.0010932210963495277, + "fixed_gap_error": 0.014266252137467017, + "compressed_gap_error": 0.010639658506627292, + "linear_gap_error": 0.0003288761040081134, + "retangent_gap_error": 0.004632344979428549 + }, + { + "init_seed": 10002, + "feedback_seed": 102002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8655467031937327, + "empirical_fa_loss": 2.9717393505632272, + "empirical_gap": 0.10619264736949452, + "fixed_bp_loss": 2.848600766894409, + "fixed_fa_loss": 2.975357446715538, + "fixed_gap": 0.12675667982112904, + "compressed_fa_loss": 2.9716068639697695, + "compressed_gap": 0.12300609707536037, + "linear_bp_loss": 2.865621951977843, + "linear_fa_loss": 2.970277696496622, + "linear_gap": 0.10465574451877879, + "retangent_bp_loss": 2.860155583875883, + "retangent_fa_loss": 2.971834896607336, + "retangent_gap": 0.11167931273145282, + "alpha_s": 0.021663824559993484, + "alpha_slope": 0.001083191227999674, + "fixed_gap_error": 0.020564032451634517, + "compressed_gap_error": 0.016813449705865846, + "linear_gap_error": -0.0015369028507157267, + "retangent_gap_error": 0.005486665361958298 + }, + { + "init_seed": 10002, + "feedback_seed": 102003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8655467031937327, + "empirical_fa_loss": 2.9670025333677703, + "empirical_gap": 0.10145583017403759, + "fixed_bp_loss": 2.848600766894409, + "fixed_fa_loss": 2.9632165313662036, + "fixed_gap": 0.11461576447179445, + "compressed_fa_loss": 2.961136928869768, + "compressed_gap": 0.11253616197535887, + "linear_bp_loss": 2.865621951977843, + "linear_fa_loss": 2.9667205796203326, + "linear_gap": 0.10109862764248945, + "retangent_bp_loss": 2.860155583875883, + "retangent_fa_loss": 2.9654693340889082, + "retangent_gap": 0.10531375021302525, + "alpha_s": 0.013572990420989589, + "alpha_slope": 0.0006786495210494794, + "fixed_gap_error": 0.013159934297756859, + "compressed_gap_error": 0.011080331801321286, + "linear_gap_error": -0.00035720253154813975, + "retangent_gap_error": 0.003857920038987661 + }, + { + "init_seed": 10002, + "feedback_seed": 102004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8655467031937327, + "empirical_fa_loss": 2.964418340369937, + "empirical_gap": 0.09887163717620417, + "fixed_bp_loss": 2.848600766894409, + "fixed_fa_loss": 2.9681647991959053, + "fixed_gap": 0.11956403230149615, + "compressed_fa_loss": 2.956478983512435, + "compressed_gap": 0.1078782166180261, + "linear_bp_loss": 2.865621951977843, + "linear_fa_loss": 2.963102832513929, + "linear_gap": 0.09748088053608583, + "retangent_bp_loss": 2.860155583875883, + "retangent_fa_loss": 2.964549019828123, + "retangent_gap": 0.10439343595224004, + "alpha_s": 0.07440385774117278, + "alpha_slope": 0.003720192887058639, + "fixed_gap_error": 0.020692395125291974, + "compressed_gap_error": 0.009006579441821927, + "linear_gap_error": -0.0013907566401183402, + "retangent_gap_error": 0.005521798776035869 + }, + { + "init_seed": 10002, + "feedback_seed": 102005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8655467031937327, + "empirical_fa_loss": 2.9800639145154535, + "empirical_gap": 0.11451721132172077, + "fixed_bp_loss": 2.848600766894409, + "fixed_fa_loss": 2.9722997430338634, + "fixed_gap": 0.12369897613945424, + "compressed_fa_loss": 2.9722997430338634, + "compressed_gap": 0.12369897613945424, + "linear_bp_loss": 2.865621951977843, + "linear_fa_loss": 2.981849169763132, + "linear_gap": 0.11622721778528877, + "retangent_bp_loss": 2.860155583875883, + "retangent_fa_loss": 2.9784935378593267, + "retangent_gap": 0.11833795398344371, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.009181764817733473, + "compressed_gap_error": 0.009181764817733473, + "linear_gap_error": 0.0017100064635680035, + "retangent_gap_error": 0.0038207426617229423 + }, + { + "init_seed": 10002, + "feedback_seed": 102006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8655467031937327, + "empirical_fa_loss": 2.970554518193028, + "empirical_gap": 0.10500781499929523, + "fixed_bp_loss": 2.848600766894409, + "fixed_fa_loss": 2.9643453649454155, + "fixed_gap": 0.11574459805100634, + "compressed_fa_loss": 2.9643453649454155, + "compressed_gap": 0.11574459805100634, + "linear_bp_loss": 2.865621951977843, + "linear_fa_loss": 2.971012190131784, + "linear_gap": 0.10539023815394089, + "retangent_bp_loss": 2.860155583875883, + "retangent_fa_loss": 2.968805494138628, + "retangent_gap": 0.10864991026274495, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.010736783051711107, + "compressed_gap_error": 0.010736783051711107, + "linear_gap_error": 0.00038242315464565024, + "retangent_gap_error": 0.0036420952634497183 + }, + { + "init_seed": 10002, + "feedback_seed": 102007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.8655467031937327, + "empirical_fa_loss": 2.9956455003524596, + "empirical_gap": 0.13009879715872685, + "fixed_bp_loss": 2.848600766894409, + "fixed_fa_loss": 3.0001492785118358, + "fixed_gap": 0.15154851161742666, + "compressed_fa_loss": 2.9960563877948054, + "compressed_gap": 0.14745562090039632, + "linear_bp_loss": 2.865621951977843, + "linear_fa_loss": 2.9944302979207005, + "linear_gap": 0.12880834594285728, + "retangent_bp_loss": 2.860155583875883, + "retangent_fa_loss": 2.996112925565647, + "retangent_gap": 0.13595734168976392, + "alpha_s": 0.019116921469206166, + "alpha_slope": 0.0009558460734603083, + "fixed_gap_error": 0.02144971445869981, + "compressed_gap_error": 0.01735682374166947, + "linear_gap_error": -0.0012904512158695702, + "retangent_gap_error": 0.005858544531037069 + }, + { + "init_seed": 10003, + "feedback_seed": 103000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.680695147137835, + "empirical_fa_loss": 2.7663381320175677, + "empirical_gap": 0.08564298487973288, + "fixed_bp_loss": 2.6710587370973413, + "fixed_fa_loss": 2.7641016245160017, + "fixed_gap": 0.0930428874186604, + "compressed_fa_loss": 2.7641016245160017, + "compressed_gap": 0.0930428874186604, + "linear_bp_loss": 2.681144472274683, + "linear_fa_loss": 2.7675574094924484, + "linear_gap": 0.08641293721776533, + "retangent_bp_loss": 2.6777255577461916, + "retangent_fa_loss": 2.766236990407357, + "retangent_gap": 0.08851143266116557, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.0073999025389275275, + "compressed_gap_error": 0.0073999025389275275, + "linear_gap_error": 0.0007699523380324536, + "retangent_gap_error": 0.0028684477814326925 + }, + { + "init_seed": 10003, + "feedback_seed": 103001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.680695147137835, + "empirical_fa_loss": 2.7842473442059226, + "empirical_gap": 0.10355219706808771, + "fixed_bp_loss": 2.6710587370973413, + "fixed_fa_loss": 2.7832746864866884, + "fixed_gap": 0.11221594938934709, + "compressed_fa_loss": 2.7832746864866884, + "compressed_gap": 0.11221594938934709, + "linear_bp_loss": 2.681144472274683, + "linear_fa_loss": 2.784264806578378, + "linear_gap": 0.10312033430369505, + "retangent_bp_loss": 2.6777255577461916, + "retangent_fa_loss": 2.7837455358702408, + "retangent_gap": 0.10601997812404917, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.008663752321259377, + "compressed_gap_error": 0.008663752321259377, + "linear_gap_error": -0.00043186276439266535, + "retangent_gap_error": 0.00246778105596146 + }, + { + "init_seed": 10003, + "feedback_seed": 103002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.680695147137835, + "empirical_fa_loss": 2.7898795398982776, + "empirical_gap": 0.10918439276044278, + "fixed_bp_loss": 2.6710587370973413, + "fixed_fa_loss": 2.7928037994051507, + "fixed_gap": 0.12174506230780935, + "compressed_fa_loss": 2.7874712201832303, + "compressed_gap": 0.11641248308588903, + "linear_bp_loss": 2.681144472274683, + "linear_fa_loss": 2.789451286001428, + "linear_gap": 0.10830681372674489, + "retangent_bp_loss": 2.6777255577461916, + "retangent_fa_loss": 2.79057247419204, + "retangent_gap": 0.11284691644584832, + "alpha_s": 0.032884326437547046, + "alpha_slope": 0.0016442163218773522, + "fixed_gap_error": 0.012560669547366565, + "compressed_gap_error": 0.007228090325446246, + "linear_gap_error": -0.000877579033697895, + "retangent_gap_error": 0.0036625236854055387 + }, + { + "init_seed": 10003, + "feedback_seed": 103003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.680695147137835, + "empirical_fa_loss": 2.788554653179243, + "empirical_gap": 0.10785950604140826, + "fixed_bp_loss": 2.6710587370973413, + "fixed_fa_loss": 2.7905509463460607, + "fixed_gap": 0.1194922092487194, + "compressed_fa_loss": 2.788912209800181, + "compressed_gap": 0.11785347270283975, + "linear_bp_loss": 2.681144472274683, + "linear_fa_loss": 2.788564032557399, + "linear_gap": 0.10741956028271593, + "retangent_bp_loss": 2.6777255577461916, + "retangent_fa_loss": 2.789431154073035, + "retangent_gap": 0.11170559632684363, + "alpha_s": 0.010087577890691707, + "alpha_slope": 0.0005043788945345853, + "fixed_gap_error": 0.011632703207311135, + "compressed_gap_error": 0.009993966661431486, + "linear_gap_error": -0.0004399457586923283, + "retangent_gap_error": 0.0038460902854353662 + }, + { + "init_seed": 10003, + "feedback_seed": 103004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.680695147137835, + "empirical_fa_loss": 2.7836885483982563, + "empirical_gap": 0.10299340126042145, + "fixed_bp_loss": 2.6710587370973413, + "fixed_fa_loss": 2.783794460956292, + "fixed_gap": 0.11273572385895081, + "compressed_fa_loss": 2.782606447044312, + "compressed_gap": 0.11154770994697083, + "linear_bp_loss": 2.681144472274683, + "linear_fa_loss": 2.783863816949854, + "linear_gap": 0.10271934467517108, + "retangent_bp_loss": 2.6777255577461916, + "retangent_fa_loss": 2.7839182717584197, + "retangent_gap": 0.10619271401222807, + "alpha_s": 0.007887945737607729, + "alpha_slope": 0.0003943972868803864, + "fixed_gap_error": 0.009742322598529363, + "compressed_gap_error": 0.008554308686549383, + "linear_gap_error": -0.0002740565852503707, + "retangent_gap_error": 0.0031993127518066267 + }, + { + "init_seed": 10003, + "feedback_seed": 103005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.680695147137835, + "empirical_fa_loss": 2.7767565407954256, + "empirical_gap": 0.0960613936575907, + "fixed_bp_loss": 2.6710587370973413, + "fixed_fa_loss": 2.7736274135840726, + "fixed_gap": 0.10256867648673129, + "compressed_fa_loss": 2.7736274135840726, + "compressed_gap": 0.10256867648673129, + "linear_bp_loss": 2.681144472274683, + "linear_fa_loss": 2.776296870376927, + "linear_gap": 0.09515239810224374, + "retangent_bp_loss": 2.6777255577461916, + "retangent_fa_loss": 2.775706334399087, + "retangent_gap": 0.09798077665289551, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.006507282829140593, + "compressed_gap_error": 0.006507282829140593, + "linear_gap_error": -0.0009089955553469586, + "retangent_gap_error": 0.001919382995304808 + }, + { + "init_seed": 10003, + "feedback_seed": 103006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.680695147137835, + "empirical_fa_loss": 2.7679434555486817, + "empirical_gap": 0.08724830841084685, + "fixed_bp_loss": 2.6710587370973413, + "fixed_fa_loss": 2.7670682664329864, + "fixed_gap": 0.0960095293356451, + "compressed_fa_loss": 2.7670682664329864, + "compressed_gap": 0.0960095293356451, + "linear_bp_loss": 2.681144472274683, + "linear_fa_loss": 2.7675526224234495, + "linear_gap": 0.08640815014876635, + "retangent_bp_loss": 2.6777255577461916, + "retangent_fa_loss": 2.7672623050317675, + "retangent_gap": 0.08953674728557592, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.008761220924798252, + "compressed_gap_error": 0.008761220924798252, + "linear_gap_error": -0.0008401582620805037, + "retangent_gap_error": 0.0022884388747290707 + }, + { + "init_seed": 10003, + "feedback_seed": 103007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.680695147137835, + "empirical_fa_loss": 2.790598442717194, + "empirical_gap": 0.1099032955793593, + "fixed_bp_loss": 2.6710587370973413, + "fixed_fa_loss": 2.793906130547827, + "fixed_gap": 0.12284739345048568, + "compressed_fa_loss": 2.7900249258306205, + "compressed_gap": 0.11896618873327913, + "linear_bp_loss": 2.681144472274683, + "linear_fa_loss": 2.790206527528197, + "linear_gap": 0.10906205525351398, + "retangent_bp_loss": 2.6777255577461916, + "retangent_fa_loss": 2.7912293110707878, + "retangent_gap": 0.11350375332459617, + "alpha_s": 0.024003461107311237, + "alpha_slope": 0.0012001730553655619, + "fixed_gap_error": 0.012944097871126381, + "compressed_gap_error": 0.009062893153919838, + "linear_gap_error": -0.000841240325845316, + "retangent_gap_error": 0.0036004577452368736 + } + ] +} -- cgit v1.2.3