diff options
Diffstat (limited to 'outputs/compressed_operator_s20_256traj_T50_width64_N160')
| -rw-r--r-- | outputs/compressed_operator_s20_256traj_T50_width64_N160/compressed_operator_rows.csv | 33 | ||||
| -rw-r--r-- | outputs/compressed_operator_s20_256traj_T50_width64_N160/summary.json | 855 |
2 files changed, 888 insertions, 0 deletions
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N160/compressed_operator_rows.csv b/outputs/compressed_operator_s20_256traj_T50_width64_N160/compressed_operator_rows.csv new file mode 100644 index 0000000..b2e2a02 --- /dev/null +++ b/outputs/compressed_operator_s20_256traj_T50_width64_N160/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
+10000,100000,50,20,2.4549863161653933,2.5764544322986973,0.121468116133304,2.4311778933673613,2.5757611470147017,0.14458325364734037,2.5743634407620157,0.1431855473946544,2.4582346175607235,2.577540789544704,0.1193061719839803,2.4496566327552913,2.577261816360165,0.1276051836048735,0.005838445970816776,0.0002919222985408388,0.023115137514036377,0.021717431261350395,-0.0021619441493236913,0.006137067471569502
+10000,100001,50,20,2.4549863161653933,2.567061745852265,0.11207542968687179,2.4311778933673613,2.577886418855946,0.14670852548858448,2.5578668281703645,0.12668893480300314,2.4582346175607235,2.5657546207469393,0.1075200031862158,2.4496566327552913,2.5695590290110117,0.11990239625572041,0.0918176579457603,0.004590882897288015,0.0346330958017127,0.014613505116131353,-0.00455542650065599,0.007826966568848626
+10000,100002,50,20,2.4549863161653933,2.5572416172407086,0.10225530107531533,2.4311778933673613,2.5455627549822717,0.11438486161491035,2.5455627549822717,0.11438486161491035,2.4582346175607235,2.558736000945013,0.1005013833842896,2.4496566327552913,2.5543970863990317,0.1047404536437404,0.0,0.0,0.012129560539595019,0.012129560539595019,-0.0017539176910257304,0.0024851525684250753
+10000,100003,50,20,2.4549863161653933,2.5591507272465663,0.10416441108117303,2.4311778933673613,2.5636270424916114,0.1324491491242501,2.5587252173220945,0.12754732395473312,2.4582346175607235,2.560377602320216,0.10214298475949235,2.4496566327552913,2.5611657380074133,0.11150910525212199,0.024630946891752097,0.001231547344587605,0.028284738043077073,0.02338291287356009,-0.002021426321680675,0.007344694170948962
+10000,100004,50,20,2.4549863161653933,2.5630700973594593,0.10808378119406603,2.4311778933673613,2.574073177390497,0.14289528402313545,2.5590108713458912,0.12783297797852988,2.4582346175607235,2.5621707449138658,0.10393612735314228,2.4496566327552913,2.565864683271441,0.1162080505161498,0.07142560075521537,0.0035712800377607685,0.03481150282906942,0.01974919678446385,-0.0041476538409237484,0.008124269322083766
+10000,100005,50,20,2.4549863161653933,2.5536673341448073,0.09868101797941398,2.4311778933673613,2.547950902391823,0.11677300902446186,2.547950902391823,0.11677300902446186,2.4582346175607235,2.555692309061315,0.09745769150059136,2.4496566327552913,2.553265244177313,0.10360861142202182,0.0,0.0,0.018091991045047884,0.018091991045047884,-0.0012233264788226172,0.004927593442607847
+10000,100006,50,20,2.4549863161653933,2.5546803289491216,0.09969401278372825,2.4311778933673613,2.550952536083525,0.11977464271616345,2.550952536083525,0.11977464271616345,2.4582346175607235,2.5559216889773326,0.09768707141660915,2.4496566327552913,2.5545183068962247,0.10486167414093339,0.0,0.0,0.0200806299324352,0.0200806299324352,-0.002006941367119097,0.005167661357205144
+10000,100007,50,20,2.4549863161653933,2.53163324953605,0.07664693337065653,2.4311778933673613,2.5266068469335883,0.09542895356622694,2.5252671659641943,0.09408927259683297,2.4582346175607235,2.535212105450223,0.07697748788949932,2.4496566327552913,2.5324505828062085,0.08279395005091716,0.009621682742743342,0.0004810841371371671,0.018782020195570404,0.01744233922617644,0.00033055451884278497,0.006147016680260631
+10001,101000,50,20,2.573611931727511,2.705916865681692,0.13230493395418108,2.55265858151857,2.703496137482394,0.15083755596382398,2.703496137482394,0.15083755596382398,2.5770542142415938,2.70709379806839,0.13003958382679626,2.569423655814205,2.705925793123872,0.13650213730966687,0.0,0.0,0.018532622009642896,0.018532622009642896,-0.0022653501273848242,0.00419720335548579
+10001,101001,50,20,2.573611931727511,2.669515380319086,0.09590344859157529,2.55265858151857,2.676273564422429,0.12361498290385908,2.664556509151505,0.11189792763293527,2.5770542142415938,2.670284849135013,0.09323063489341932,2.569423655814205,2.6720538396827767,0.10263018386857148,0.06151242259663903,0.0030756211298319514,0.027711534312283792,0.015994479041359977,-0.0026728136981559736,0.0067267352769961875
+10001,101002,50,20,2.573611931727511,2.696062503930593,0.12245057220308242,2.55265858151857,2.6973619580157178,0.14470337649714793,2.6973619580157178,0.14470337649714793,2.5770542142415938,2.6972834125495533,0.12022919830795953,2.569423655814205,2.6976914882710856,0.12826783245688045,0.0,0.0,0.02225280429406551,0.02225280429406551,-0.002221373895122891,0.005817260253798029
+10001,101003,50,20,2.573611931727511,2.6848048669362856,0.11119293520877482,2.55265858151857,2.6818777011922634,0.1292191196736936,2.681596328650637,0.12893774713206696,2.5770542142415938,2.6855996774480175,0.10854546320642378,2.569423655814205,2.684399328258143,0.1149756724439377,0.0013003080928025682,6.501540464012841e-05,0.01802618446491877,0.017744811923292136,-0.002647472002351048,0.0037827372351628696
+10001,101004,50,20,2.573611931727511,2.6812517904034117,0.10763985867590087,2.55265858151857,2.6755752775112276,0.12291669599265775,2.6755752775112276,0.12291669599265775,2.5770542142415938,2.6857340551198132,0.10867984087821947,2.569423655814205,2.68182378677509,0.11240013096088486,0.0,0.0,0.015276837316756886,0.015276837316756886,0.0010399822023186012,0.004760272284983991
+10001,101005,50,20,2.573611931727511,2.6737636981186275,0.10015176639111667,2.55265858151857,2.6642008344067634,0.11154225288819353,2.6642008344067634,0.11154225288819353,2.5770542142415938,2.674607649824854,0.09755343558326013,2.569423655814205,2.671691569204813,0.10226791339060792,0.0,0.0,0.011390486497076857,0.011390486497076857,-0.0025983308078565415,0.002116146999491253
+10001,101006,50,20,2.573611931727511,2.672467179796812,0.09885524806930102,2.55265858151857,2.670674617452819,0.11801603593424925,2.670674617452819,0.11801603593424925,2.5770542142415938,2.6738613106594857,0.09680709641789198,2.569423655814205,2.672505214689371,0.10308155887516568,0.0,0.0,0.019160787864948237,0.019160787864948237,-0.002048151651409036,0.004226310805864664
+10001,101007,50,20,2.573611931727511,2.655310495853846,0.08169856412633525,2.55265858151857,2.6535248560589446,0.10086627454037478,2.6494585098625967,0.09679992834402684,2.5770542142415938,2.6554344163079344,0.07838020206634067,2.569423655814205,2.654278467754664,0.08485481194045885,0.026813235595726924,0.001340661779786346,0.01916771041403953,0.015101364217691593,-0.003318362059994584,0.0031562478141236028
+10002,102000,50,20,2.641758839414524,2.7779146619942763,0.13615582257975234,2.6228944456170513,2.7809158875508446,0.1580214419337933,2.7770532727115347,0.15415882709448336,2.644000216429651,2.7781615319509383,0.13416131552128707,2.636938576479514,2.7791942089152237,0.1422556324357096,0.0177215250698768,0.00088607625349384,0.021865619354040966,0.018003004514731025,-0.001994507058465267,0.006099809855957261
+10002,102001,50,20,2.641758839414524,2.762233845663574,0.12047500624905005,2.6228944456170513,2.7611151765150295,0.13822073089797815,2.7567304136280875,0.13383596801103614,2.644000216429651,2.7617380526597093,0.11773783623005807,2.636938576479514,2.761634847129531,0.12469627065001676,0.02337149163888461,0.0011685745819442306,0.017745724648928096,0.01336096176198609,-0.0027371700189919856,0.004221264400966707
+10002,102002,50,20,2.641758839414524,2.7616624356560964,0.11990359624157243,2.6228944456170513,2.765485607701456,0.14259116208440448,2.761218813779223,0.13832436816217175,2.644000216429651,2.761222121109749,0.11722190468009774,2.636938576479514,2.7623352297329684,0.12539665325345428,0.021699868126153602,0.00108499340630768,0.022687565842832047,0.01842077192059932,-0.002681691561474686,0.005493057011881852
+10002,102003,50,20,2.641758839414524,2.754869234182511,0.11311039476798701,2.6228944456170513,2.7529884422525868,0.13009399663553545,2.749781325734957,0.1268868801179055,2.644000216429651,2.7551437804885053,0.11114356405885406,2.636938576479514,2.7544096036869083,0.11747102720739422,0.018102673776396367,0.0009051336888198184,0.016983601867548437,0.013776485349918488,-0.0019668307091329496,0.004360632439407208
+10002,102004,50,20,2.641758839414524,2.7630477147410475,0.12128887532652355,2.6228944456170513,2.7697059659717476,0.14681152035469625,2.754603487703522,0.1317090420864706,2.644000216429651,2.7622238002115855,0.11822358378193432,2.636938576479514,2.7644766217663,0.1275380452867858,0.07691621674710761,0.00384581083735538,0.025522645028172697,0.010420166759947058,-0.0030652915445892326,0.0062491699602622575
+10002,102005,50,20,2.641758839414524,2.767748860969892,0.12599002155536798,2.6228944456170513,2.7613976826161855,0.13850323699913414,2.7613976826161855,0.13850323699913414,2.644000216429651,2.7691101123149693,0.12510989588531807,2.636938576479514,2.766376845062316,0.12943826858280172,0.0,0.0,0.012513215443766157,0.012513215443766157,-0.0008801256700499138,0.0034482470274337373
+10002,102006,50,20,2.641758839414524,2.741328283470927,0.099569444056403,2.6228944456170513,2.734727061902099,0.11183261628504759,2.734727061902099,0.11183261628504759,2.644000216429651,2.741218991736352,0.09721877530670087,2.636938576479514,2.739063317413853,0.10212474093433865,0.0,0.0,0.012263172228644592,0.012263172228644592,-0.002350668749702134,0.0025552968779356533
+10002,102007,50,20,2.641758839414524,2.795563558990824,0.15380471957629993,2.6228944456170513,2.7997547275030596,0.17686028188600833,2.793581204249868,0.1706867586328169,2.644000216429651,2.7958073176793925,0.15180710124974128,2.636938576479514,2.796327115031649,0.15938853855213475,0.024086302029953027,0.0012043151014976513,0.0230555623097084,0.016882039056516973,-0.001997618326558648,0.00558381897583482
+10003,103000,50,20,2.491833431475336,2.578398332075804,0.08656490060046806,2.483540028866387,2.577124295470894,0.0935842666045068,2.577124295470894,0.0935842666045068,2.4916444561098596,2.5785790571649985,0.08693460105513884,2.489045172592125,2.5780599913508118,0.08901481875868678,0.0,0.0,0.007019366004038741,0.007019366004038741,0.00036970045467077384,0.0024499181582187113
+10003,103001,50,20,2.491833431475336,2.599043585928899,0.10721015445356308,2.483540028866387,2.5970970950363346,0.11355706616994743,2.5970970950363346,0.11355706616994743,2.4916444561098596,2.5991078299793298,0.10746337386947014,2.489045172592125,2.5985566278561705,0.10951145526404549,0.0,0.0,0.006346911716384351,0.006346911716384351,0.00025321941590705777,0.0023013008104824095
+10003,103002,50,20,2.491833431475336,2.59819337725179,0.10635994577645391,2.483540028866387,2.6007376021246342,0.11719757325824709,2.5959730417288402,0.11243301286245311,2.4916444561098596,2.5984904294097824,0.10684597329992274,2.489045172592125,2.5992381680816465,0.11019299548952155,0.03016731784857828,0.001508365892428914,0.010837627481793177,0.006073067085999195,0.00048602752346882383,0.0038330497130676378
+10003,103003,50,20,2.491833431475336,2.595377624055423,0.10354419258008685,2.483540028866387,2.5965182591219884,0.11297823025560128,2.593931597130906,0.1103915682645189,2.4916444561098596,2.5959160936774865,0.10427163756762692,2.489045172592125,2.5961977224673083,0.1071525498751833,0.016685504156977685,0.0008342752078488843,0.009434037675514428,0.0068473756844320555,0.0007274449875400713,0.0036083572950964538
+10003,103004,50,20,2.491833431475336,2.5941243568835066,0.10229092540817053,2.483540028866387,2.5935899050563065,0.11004987618991935,2.5927490357844514,0.10920900691806423,2.4916444561098596,2.594534836849084,0.10289038073922452,2.489045172592125,2.5944314072914816,0.1053862346993566,0.005681611262073911,0.00028408056310369554,0.007758950781748819,0.006918081509893703,0.0005994553310539885,0.003095309291186066
+10003,103005,50,20,2.491833431475336,2.5890931917563216,0.09725976028098549,2.483540028866387,2.5857239832460777,0.10218395437969052,2.5857239832460777,0.10218395437969052,2.4916444561098596,2.5899194323920067,0.0982749762821471,2.489045172592125,2.5884656902414678,0.09942051764934279,0.0,0.0,0.004924194098705037,0.004924194098705037,0.0010152160011616118,0.0021607573683573023
+10003,103006,50,20,2.491833431475336,2.583451462805999,0.09161803133066293,2.483540028866387,2.5824546179172594,0.09891458905087225,2.5824546179172594,0.09891458905087225,2.4916444561098596,2.5840564288936188,0.09241197278375912,2.489045172592125,2.5832894729570897,0.09424430036496467,0.0,0.0,0.007296557720209318,0.007296557720209318,0.0007939414530961919,0.0026262690343017425
+10003,103007,50,20,2.491833431475336,2.6039071090033716,0.11207367752803554,2.483540028866387,2.6063732923118748,0.12283326344548762,2.6007213644659877,0.11718133559960053,2.4916444561098596,2.6049027714615045,0.11325831535164488,2.489045172592125,2.6052480741021067,0.1162029015099817,0.03423747148849768,0.001711873574424884,0.010759585917452075,0.005107658071564991,0.0011846378236093358,0.004129223981946151
diff --git a/outputs/compressed_operator_s20_256traj_T50_width64_N160/summary.json b/outputs/compressed_operator_s20_256traj_T50_width64_N160/summary.json new file mode 100644 index 0000000..af919c8 --- /dev/null +++ b/outputs/compressed_operator_s20_256traj_T50_width64_N160/summary.json @@ -0,0 +1,855 @@ +{ + "config": { + "input_dim": 16, + "output_dim": 4, + "width": 64, + "train_samples": 160, + "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_N160" + }, + "rows": [ + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.4549863161653933, + "empirical_fa_loss": 2.5764544322986973, + "empirical_gap": 0.121468116133304, + "fixed_bp_loss": 2.4311778933673613, + "fixed_fa_loss": 2.5757611470147017, + "fixed_gap": 0.14458325364734037, + "compressed_fa_loss": 2.5743634407620157, + "compressed_gap": 0.1431855473946544, + "linear_bp_loss": 2.4582346175607235, + "linear_fa_loss": 2.577540789544704, + "linear_gap": 0.1193061719839803, + "retangent_bp_loss": 2.4496566327552913, + "retangent_fa_loss": 2.577261816360165, + "retangent_gap": 0.1276051836048735, + "alpha_s": 0.005838445970816776, + "alpha_slope": 0.0002919222985408388, + "fixed_gap_error": 0.023115137514036377, + "compressed_gap_error": 0.021717431261350395, + "linear_gap_error": -0.0021619441493236913, + "retangent_gap_error": 0.006137067471569502 + }, + { + "init_seed": 10000, + "feedback_seed": 100001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.4549863161653933, + "empirical_fa_loss": 2.567061745852265, + "empirical_gap": 0.11207542968687179, + "fixed_bp_loss": 2.4311778933673613, + "fixed_fa_loss": 2.577886418855946, + "fixed_gap": 0.14670852548858448, + "compressed_fa_loss": 2.5578668281703645, + "compressed_gap": 0.12668893480300314, + "linear_bp_loss": 2.4582346175607235, + "linear_fa_loss": 2.5657546207469393, + "linear_gap": 0.1075200031862158, + "retangent_bp_loss": 2.4496566327552913, + "retangent_fa_loss": 2.5695590290110117, + "retangent_gap": 0.11990239625572041, + "alpha_s": 0.0918176579457603, + "alpha_slope": 0.004590882897288015, + "fixed_gap_error": 0.0346330958017127, + "compressed_gap_error": 0.014613505116131353, + "linear_gap_error": -0.00455542650065599, + "retangent_gap_error": 0.007826966568848626 + }, + { + "init_seed": 10000, + "feedback_seed": 100002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.4549863161653933, + "empirical_fa_loss": 2.5572416172407086, + "empirical_gap": 0.10225530107531533, + "fixed_bp_loss": 2.4311778933673613, + "fixed_fa_loss": 2.5455627549822717, + "fixed_gap": 0.11438486161491035, + "compressed_fa_loss": 2.5455627549822717, + "compressed_gap": 0.11438486161491035, + "linear_bp_loss": 2.4582346175607235, + "linear_fa_loss": 2.558736000945013, + "linear_gap": 0.1005013833842896, + "retangent_bp_loss": 2.4496566327552913, + "retangent_fa_loss": 2.5543970863990317, + "retangent_gap": 0.1047404536437404, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.012129560539595019, + "compressed_gap_error": 0.012129560539595019, + "linear_gap_error": -0.0017539176910257304, + "retangent_gap_error": 0.0024851525684250753 + }, + { + "init_seed": 10000, + "feedback_seed": 100003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.4549863161653933, + "empirical_fa_loss": 2.5591507272465663, + "empirical_gap": 0.10416441108117303, + "fixed_bp_loss": 2.4311778933673613, + "fixed_fa_loss": 2.5636270424916114, + "fixed_gap": 0.1324491491242501, + "compressed_fa_loss": 2.5587252173220945, + "compressed_gap": 0.12754732395473312, + "linear_bp_loss": 2.4582346175607235, + "linear_fa_loss": 2.560377602320216, + "linear_gap": 0.10214298475949235, + "retangent_bp_loss": 2.4496566327552913, + "retangent_fa_loss": 2.5611657380074133, + "retangent_gap": 0.11150910525212199, + "alpha_s": 0.024630946891752097, + "alpha_slope": 0.001231547344587605, + "fixed_gap_error": 0.028284738043077073, + "compressed_gap_error": 0.02338291287356009, + "linear_gap_error": -0.002021426321680675, + "retangent_gap_error": 0.007344694170948962 + }, + { + "init_seed": 10000, + "feedback_seed": 100004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.4549863161653933, + "empirical_fa_loss": 2.5630700973594593, + "empirical_gap": 0.10808378119406603, + "fixed_bp_loss": 2.4311778933673613, + "fixed_fa_loss": 2.574073177390497, + "fixed_gap": 0.14289528402313545, + "compressed_fa_loss": 2.5590108713458912, + "compressed_gap": 0.12783297797852988, + "linear_bp_loss": 2.4582346175607235, + "linear_fa_loss": 2.5621707449138658, + "linear_gap": 0.10393612735314228, + "retangent_bp_loss": 2.4496566327552913, + "retangent_fa_loss": 2.565864683271441, + "retangent_gap": 0.1162080505161498, + "alpha_s": 0.07142560075521537, + "alpha_slope": 0.0035712800377607685, + "fixed_gap_error": 0.03481150282906942, + "compressed_gap_error": 0.01974919678446385, + "linear_gap_error": -0.0041476538409237484, + "retangent_gap_error": 0.008124269322083766 + }, + { + "init_seed": 10000, + "feedback_seed": 100005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.4549863161653933, + "empirical_fa_loss": 2.5536673341448073, + "empirical_gap": 0.09868101797941398, + "fixed_bp_loss": 2.4311778933673613, + "fixed_fa_loss": 2.547950902391823, + "fixed_gap": 0.11677300902446186, + "compressed_fa_loss": 2.547950902391823, + "compressed_gap": 0.11677300902446186, + "linear_bp_loss": 2.4582346175607235, + "linear_fa_loss": 2.555692309061315, + "linear_gap": 0.09745769150059136, + "retangent_bp_loss": 2.4496566327552913, + "retangent_fa_loss": 2.553265244177313, + "retangent_gap": 0.10360861142202182, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.018091991045047884, + "compressed_gap_error": 0.018091991045047884, + "linear_gap_error": -0.0012233264788226172, + "retangent_gap_error": 0.004927593442607847 + }, + { + "init_seed": 10000, + "feedback_seed": 100006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.4549863161653933, + "empirical_fa_loss": 2.5546803289491216, + "empirical_gap": 0.09969401278372825, + "fixed_bp_loss": 2.4311778933673613, + "fixed_fa_loss": 2.550952536083525, + "fixed_gap": 0.11977464271616345, + "compressed_fa_loss": 2.550952536083525, + "compressed_gap": 0.11977464271616345, + "linear_bp_loss": 2.4582346175607235, + "linear_fa_loss": 2.5559216889773326, + "linear_gap": 0.09768707141660915, + "retangent_bp_loss": 2.4496566327552913, + "retangent_fa_loss": 2.5545183068962247, + "retangent_gap": 0.10486167414093339, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.0200806299324352, + "compressed_gap_error": 0.0200806299324352, + "linear_gap_error": -0.002006941367119097, + "retangent_gap_error": 0.005167661357205144 + }, + { + "init_seed": 10000, + "feedback_seed": 100007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.4549863161653933, + "empirical_fa_loss": 2.53163324953605, + "empirical_gap": 0.07664693337065653, + "fixed_bp_loss": 2.4311778933673613, + "fixed_fa_loss": 2.5266068469335883, + "fixed_gap": 0.09542895356622694, + "compressed_fa_loss": 2.5252671659641943, + "compressed_gap": 0.09408927259683297, + "linear_bp_loss": 2.4582346175607235, + "linear_fa_loss": 2.535212105450223, + "linear_gap": 0.07697748788949932, + "retangent_bp_loss": 2.4496566327552913, + "retangent_fa_loss": 2.5324505828062085, + "retangent_gap": 0.08279395005091716, + "alpha_s": 0.009621682742743342, + "alpha_slope": 0.0004810841371371671, + "fixed_gap_error": 0.018782020195570404, + "compressed_gap_error": 0.01744233922617644, + "linear_gap_error": 0.00033055451884278497, + "retangent_gap_error": 0.006147016680260631 + }, + { + "init_seed": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.573611931727511, + "empirical_fa_loss": 2.705916865681692, + "empirical_gap": 0.13230493395418108, + "fixed_bp_loss": 2.55265858151857, + "fixed_fa_loss": 2.703496137482394, + "fixed_gap": 0.15083755596382398, + "compressed_fa_loss": 2.703496137482394, + "compressed_gap": 0.15083755596382398, + "linear_bp_loss": 2.5770542142415938, + "linear_fa_loss": 2.70709379806839, + "linear_gap": 0.13003958382679626, + "retangent_bp_loss": 2.569423655814205, + "retangent_fa_loss": 2.705925793123872, + "retangent_gap": 0.13650213730966687, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.018532622009642896, + "compressed_gap_error": 0.018532622009642896, + "linear_gap_error": -0.0022653501273848242, + "retangent_gap_error": 0.00419720335548579 + }, + { + "init_seed": 10001, + "feedback_seed": 101001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.573611931727511, + "empirical_fa_loss": 2.669515380319086, + "empirical_gap": 0.09590344859157529, + "fixed_bp_loss": 2.55265858151857, + "fixed_fa_loss": 2.676273564422429, + "fixed_gap": 0.12361498290385908, + "compressed_fa_loss": 2.664556509151505, + "compressed_gap": 0.11189792763293527, + "linear_bp_loss": 2.5770542142415938, + "linear_fa_loss": 2.670284849135013, + "linear_gap": 0.09323063489341932, + "retangent_bp_loss": 2.569423655814205, + "retangent_fa_loss": 2.6720538396827767, + "retangent_gap": 0.10263018386857148, + "alpha_s": 0.06151242259663903, + "alpha_slope": 0.0030756211298319514, + "fixed_gap_error": 0.027711534312283792, + "compressed_gap_error": 0.015994479041359977, + "linear_gap_error": -0.0026728136981559736, + "retangent_gap_error": 0.0067267352769961875 + }, + { + "init_seed": 10001, + "feedback_seed": 101002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.573611931727511, + "empirical_fa_loss": 2.696062503930593, + "empirical_gap": 0.12245057220308242, + "fixed_bp_loss": 2.55265858151857, + "fixed_fa_loss": 2.6973619580157178, + "fixed_gap": 0.14470337649714793, + "compressed_fa_loss": 2.6973619580157178, + "compressed_gap": 0.14470337649714793, + "linear_bp_loss": 2.5770542142415938, + "linear_fa_loss": 2.6972834125495533, + "linear_gap": 0.12022919830795953, + "retangent_bp_loss": 2.569423655814205, + "retangent_fa_loss": 2.6976914882710856, + "retangent_gap": 0.12826783245688045, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.02225280429406551, + "compressed_gap_error": 0.02225280429406551, + "linear_gap_error": -0.002221373895122891, + "retangent_gap_error": 0.005817260253798029 + }, + { + "init_seed": 10001, + "feedback_seed": 101003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.573611931727511, + "empirical_fa_loss": 2.6848048669362856, + "empirical_gap": 0.11119293520877482, + "fixed_bp_loss": 2.55265858151857, + "fixed_fa_loss": 2.6818777011922634, + "fixed_gap": 0.1292191196736936, + "compressed_fa_loss": 2.681596328650637, + "compressed_gap": 0.12893774713206696, + "linear_bp_loss": 2.5770542142415938, + "linear_fa_loss": 2.6855996774480175, + "linear_gap": 0.10854546320642378, + "retangent_bp_loss": 2.569423655814205, + "retangent_fa_loss": 2.684399328258143, + "retangent_gap": 0.1149756724439377, + "alpha_s": 0.0013003080928025682, + "alpha_slope": 6.501540464012841e-05, + "fixed_gap_error": 0.01802618446491877, + "compressed_gap_error": 0.017744811923292136, + "linear_gap_error": -0.002647472002351048, + "retangent_gap_error": 0.0037827372351628696 + }, + { + "init_seed": 10001, + "feedback_seed": 101004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.573611931727511, + "empirical_fa_loss": 2.6812517904034117, + "empirical_gap": 0.10763985867590087, + "fixed_bp_loss": 2.55265858151857, + "fixed_fa_loss": 2.6755752775112276, + "fixed_gap": 0.12291669599265775, + "compressed_fa_loss": 2.6755752775112276, + "compressed_gap": 0.12291669599265775, + "linear_bp_loss": 2.5770542142415938, + "linear_fa_loss": 2.6857340551198132, + "linear_gap": 0.10867984087821947, + "retangent_bp_loss": 2.569423655814205, + "retangent_fa_loss": 2.68182378677509, + "retangent_gap": 0.11240013096088486, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.015276837316756886, + "compressed_gap_error": 0.015276837316756886, + "linear_gap_error": 0.0010399822023186012, + "retangent_gap_error": 0.004760272284983991 + }, + { + "init_seed": 10001, + "feedback_seed": 101005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.573611931727511, + "empirical_fa_loss": 2.6737636981186275, + "empirical_gap": 0.10015176639111667, + "fixed_bp_loss": 2.55265858151857, + "fixed_fa_loss": 2.6642008344067634, + "fixed_gap": 0.11154225288819353, + "compressed_fa_loss": 2.6642008344067634, + "compressed_gap": 0.11154225288819353, + "linear_bp_loss": 2.5770542142415938, + "linear_fa_loss": 2.674607649824854, + "linear_gap": 0.09755343558326013, + "retangent_bp_loss": 2.569423655814205, + "retangent_fa_loss": 2.671691569204813, + "retangent_gap": 0.10226791339060792, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.011390486497076857, + "compressed_gap_error": 0.011390486497076857, + "linear_gap_error": -0.0025983308078565415, + "retangent_gap_error": 0.002116146999491253 + }, + { + "init_seed": 10001, + "feedback_seed": 101006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.573611931727511, + "empirical_fa_loss": 2.672467179796812, + "empirical_gap": 0.09885524806930102, + "fixed_bp_loss": 2.55265858151857, + "fixed_fa_loss": 2.670674617452819, + "fixed_gap": 0.11801603593424925, + "compressed_fa_loss": 2.670674617452819, + "compressed_gap": 0.11801603593424925, + "linear_bp_loss": 2.5770542142415938, + "linear_fa_loss": 2.6738613106594857, + "linear_gap": 0.09680709641789198, + "retangent_bp_loss": 2.569423655814205, + "retangent_fa_loss": 2.672505214689371, + "retangent_gap": 0.10308155887516568, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.019160787864948237, + "compressed_gap_error": 0.019160787864948237, + "linear_gap_error": -0.002048151651409036, + "retangent_gap_error": 0.004226310805864664 + }, + { + "init_seed": 10001, + "feedback_seed": 101007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.573611931727511, + "empirical_fa_loss": 2.655310495853846, + "empirical_gap": 0.08169856412633525, + "fixed_bp_loss": 2.55265858151857, + "fixed_fa_loss": 2.6535248560589446, + "fixed_gap": 0.10086627454037478, + "compressed_fa_loss": 2.6494585098625967, + "compressed_gap": 0.09679992834402684, + "linear_bp_loss": 2.5770542142415938, + "linear_fa_loss": 2.6554344163079344, + "linear_gap": 0.07838020206634067, + "retangent_bp_loss": 2.569423655814205, + "retangent_fa_loss": 2.654278467754664, + "retangent_gap": 0.08485481194045885, + "alpha_s": 0.026813235595726924, + "alpha_slope": 0.001340661779786346, + "fixed_gap_error": 0.01916771041403953, + "compressed_gap_error": 0.015101364217691593, + "linear_gap_error": -0.003318362059994584, + "retangent_gap_error": 0.0031562478141236028 + }, + { + "init_seed": 10002, + "feedback_seed": 102000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.641758839414524, + "empirical_fa_loss": 2.7779146619942763, + "empirical_gap": 0.13615582257975234, + "fixed_bp_loss": 2.6228944456170513, + "fixed_fa_loss": 2.7809158875508446, + "fixed_gap": 0.1580214419337933, + "compressed_fa_loss": 2.7770532727115347, + "compressed_gap": 0.15415882709448336, + "linear_bp_loss": 2.644000216429651, + "linear_fa_loss": 2.7781615319509383, + "linear_gap": 0.13416131552128707, + "retangent_bp_loss": 2.636938576479514, + "retangent_fa_loss": 2.7791942089152237, + "retangent_gap": 0.1422556324357096, + "alpha_s": 0.0177215250698768, + "alpha_slope": 0.00088607625349384, + "fixed_gap_error": 0.021865619354040966, + "compressed_gap_error": 0.018003004514731025, + "linear_gap_error": -0.001994507058465267, + "retangent_gap_error": 0.006099809855957261 + }, + { + "init_seed": 10002, + "feedback_seed": 102001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.641758839414524, + "empirical_fa_loss": 2.762233845663574, + "empirical_gap": 0.12047500624905005, + "fixed_bp_loss": 2.6228944456170513, + "fixed_fa_loss": 2.7611151765150295, + "fixed_gap": 0.13822073089797815, + "compressed_fa_loss": 2.7567304136280875, + "compressed_gap": 0.13383596801103614, + "linear_bp_loss": 2.644000216429651, + "linear_fa_loss": 2.7617380526597093, + "linear_gap": 0.11773783623005807, + "retangent_bp_loss": 2.636938576479514, + "retangent_fa_loss": 2.761634847129531, + "retangent_gap": 0.12469627065001676, + "alpha_s": 0.02337149163888461, + "alpha_slope": 0.0011685745819442306, + "fixed_gap_error": 0.017745724648928096, + "compressed_gap_error": 0.01336096176198609, + "linear_gap_error": -0.0027371700189919856, + "retangent_gap_error": 0.004221264400966707 + }, + { + "init_seed": 10002, + "feedback_seed": 102002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.641758839414524, + "empirical_fa_loss": 2.7616624356560964, + "empirical_gap": 0.11990359624157243, + "fixed_bp_loss": 2.6228944456170513, + "fixed_fa_loss": 2.765485607701456, + "fixed_gap": 0.14259116208440448, + "compressed_fa_loss": 2.761218813779223, + "compressed_gap": 0.13832436816217175, + "linear_bp_loss": 2.644000216429651, + "linear_fa_loss": 2.761222121109749, + "linear_gap": 0.11722190468009774, + "retangent_bp_loss": 2.636938576479514, + "retangent_fa_loss": 2.7623352297329684, + "retangent_gap": 0.12539665325345428, + "alpha_s": 0.021699868126153602, + "alpha_slope": 0.00108499340630768, + "fixed_gap_error": 0.022687565842832047, + "compressed_gap_error": 0.01842077192059932, + "linear_gap_error": -0.002681691561474686, + "retangent_gap_error": 0.005493057011881852 + }, + { + "init_seed": 10002, + "feedback_seed": 102003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.641758839414524, + "empirical_fa_loss": 2.754869234182511, + "empirical_gap": 0.11311039476798701, + "fixed_bp_loss": 2.6228944456170513, + "fixed_fa_loss": 2.7529884422525868, + "fixed_gap": 0.13009399663553545, + "compressed_fa_loss": 2.749781325734957, + "compressed_gap": 0.1268868801179055, + "linear_bp_loss": 2.644000216429651, + "linear_fa_loss": 2.7551437804885053, + "linear_gap": 0.11114356405885406, + "retangent_bp_loss": 2.636938576479514, + "retangent_fa_loss": 2.7544096036869083, + "retangent_gap": 0.11747102720739422, + "alpha_s": 0.018102673776396367, + "alpha_slope": 0.0009051336888198184, + "fixed_gap_error": 0.016983601867548437, + "compressed_gap_error": 0.013776485349918488, + "linear_gap_error": -0.0019668307091329496, + "retangent_gap_error": 0.004360632439407208 + }, + { + "init_seed": 10002, + "feedback_seed": 102004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.641758839414524, + "empirical_fa_loss": 2.7630477147410475, + "empirical_gap": 0.12128887532652355, + "fixed_bp_loss": 2.6228944456170513, + "fixed_fa_loss": 2.7697059659717476, + "fixed_gap": 0.14681152035469625, + "compressed_fa_loss": 2.754603487703522, + "compressed_gap": 0.1317090420864706, + "linear_bp_loss": 2.644000216429651, + "linear_fa_loss": 2.7622238002115855, + "linear_gap": 0.11822358378193432, + "retangent_bp_loss": 2.636938576479514, + "retangent_fa_loss": 2.7644766217663, + "retangent_gap": 0.1275380452867858, + "alpha_s": 0.07691621674710761, + "alpha_slope": 0.00384581083735538, + "fixed_gap_error": 0.025522645028172697, + "compressed_gap_error": 0.010420166759947058, + "linear_gap_error": -0.0030652915445892326, + "retangent_gap_error": 0.0062491699602622575 + }, + { + "init_seed": 10002, + "feedback_seed": 102005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.641758839414524, + "empirical_fa_loss": 2.767748860969892, + "empirical_gap": 0.12599002155536798, + "fixed_bp_loss": 2.6228944456170513, + "fixed_fa_loss": 2.7613976826161855, + "fixed_gap": 0.13850323699913414, + "compressed_fa_loss": 2.7613976826161855, + "compressed_gap": 0.13850323699913414, + "linear_bp_loss": 2.644000216429651, + "linear_fa_loss": 2.7691101123149693, + "linear_gap": 0.12510989588531807, + "retangent_bp_loss": 2.636938576479514, + "retangent_fa_loss": 2.766376845062316, + "retangent_gap": 0.12943826858280172, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.012513215443766157, + "compressed_gap_error": 0.012513215443766157, + "linear_gap_error": -0.0008801256700499138, + "retangent_gap_error": 0.0034482470274337373 + }, + { + "init_seed": 10002, + "feedback_seed": 102006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.641758839414524, + "empirical_fa_loss": 2.741328283470927, + "empirical_gap": 0.099569444056403, + "fixed_bp_loss": 2.6228944456170513, + "fixed_fa_loss": 2.734727061902099, + "fixed_gap": 0.11183261628504759, + "compressed_fa_loss": 2.734727061902099, + "compressed_gap": 0.11183261628504759, + "linear_bp_loss": 2.644000216429651, + "linear_fa_loss": 2.741218991736352, + "linear_gap": 0.09721877530670087, + "retangent_bp_loss": 2.636938576479514, + "retangent_fa_loss": 2.739063317413853, + "retangent_gap": 0.10212474093433865, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.012263172228644592, + "compressed_gap_error": 0.012263172228644592, + "linear_gap_error": -0.002350668749702134, + "retangent_gap_error": 0.0025552968779356533 + }, + { + "init_seed": 10002, + "feedback_seed": 102007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.641758839414524, + "empirical_fa_loss": 2.795563558990824, + "empirical_gap": 0.15380471957629993, + "fixed_bp_loss": 2.6228944456170513, + "fixed_fa_loss": 2.7997547275030596, + "fixed_gap": 0.17686028188600833, + "compressed_fa_loss": 2.793581204249868, + "compressed_gap": 0.1706867586328169, + "linear_bp_loss": 2.644000216429651, + "linear_fa_loss": 2.7958073176793925, + "linear_gap": 0.15180710124974128, + "retangent_bp_loss": 2.636938576479514, + "retangent_fa_loss": 2.796327115031649, + "retangent_gap": 0.15938853855213475, + "alpha_s": 0.024086302029953027, + "alpha_slope": 0.0012043151014976513, + "fixed_gap_error": 0.0230555623097084, + "compressed_gap_error": 0.016882039056516973, + "linear_gap_error": -0.001997618326558648, + "retangent_gap_error": 0.00558381897583482 + }, + { + "init_seed": 10003, + "feedback_seed": 103000, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.491833431475336, + "empirical_fa_loss": 2.578398332075804, + "empirical_gap": 0.08656490060046806, + "fixed_bp_loss": 2.483540028866387, + "fixed_fa_loss": 2.577124295470894, + "fixed_gap": 0.0935842666045068, + "compressed_fa_loss": 2.577124295470894, + "compressed_gap": 0.0935842666045068, + "linear_bp_loss": 2.4916444561098596, + "linear_fa_loss": 2.5785790571649985, + "linear_gap": 0.08693460105513884, + "retangent_bp_loss": 2.489045172592125, + "retangent_fa_loss": 2.5780599913508118, + "retangent_gap": 0.08901481875868678, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.007019366004038741, + "compressed_gap_error": 0.007019366004038741, + "linear_gap_error": 0.00036970045467077384, + "retangent_gap_error": 0.0024499181582187113 + }, + { + "init_seed": 10003, + "feedback_seed": 103001, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.491833431475336, + "empirical_fa_loss": 2.599043585928899, + "empirical_gap": 0.10721015445356308, + "fixed_bp_loss": 2.483540028866387, + "fixed_fa_loss": 2.5970970950363346, + "fixed_gap": 0.11355706616994743, + "compressed_fa_loss": 2.5970970950363346, + "compressed_gap": 0.11355706616994743, + "linear_bp_loss": 2.4916444561098596, + "linear_fa_loss": 2.5991078299793298, + "linear_gap": 0.10746337386947014, + "retangent_bp_loss": 2.489045172592125, + "retangent_fa_loss": 2.5985566278561705, + "retangent_gap": 0.10951145526404549, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.006346911716384351, + "compressed_gap_error": 0.006346911716384351, + "linear_gap_error": 0.00025321941590705777, + "retangent_gap_error": 0.0023013008104824095 + }, + { + "init_seed": 10003, + "feedback_seed": 103002, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.491833431475336, + "empirical_fa_loss": 2.59819337725179, + "empirical_gap": 0.10635994577645391, + "fixed_bp_loss": 2.483540028866387, + "fixed_fa_loss": 2.6007376021246342, + "fixed_gap": 0.11719757325824709, + "compressed_fa_loss": 2.5959730417288402, + "compressed_gap": 0.11243301286245311, + "linear_bp_loss": 2.4916444561098596, + "linear_fa_loss": 2.5984904294097824, + "linear_gap": 0.10684597329992274, + "retangent_bp_loss": 2.489045172592125, + "retangent_fa_loss": 2.5992381680816465, + "retangent_gap": 0.11019299548952155, + "alpha_s": 0.03016731784857828, + "alpha_slope": 0.001508365892428914, + "fixed_gap_error": 0.010837627481793177, + "compressed_gap_error": 0.006073067085999195, + "linear_gap_error": 0.00048602752346882383, + "retangent_gap_error": 0.0038330497130676378 + }, + { + "init_seed": 10003, + "feedback_seed": 103003, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.491833431475336, + "empirical_fa_loss": 2.595377624055423, + "empirical_gap": 0.10354419258008685, + "fixed_bp_loss": 2.483540028866387, + "fixed_fa_loss": 2.5965182591219884, + "fixed_gap": 0.11297823025560128, + "compressed_fa_loss": 2.593931597130906, + "compressed_gap": 0.1103915682645189, + "linear_bp_loss": 2.4916444561098596, + "linear_fa_loss": 2.5959160936774865, + "linear_gap": 0.10427163756762692, + "retangent_bp_loss": 2.489045172592125, + "retangent_fa_loss": 2.5961977224673083, + "retangent_gap": 0.1071525498751833, + "alpha_s": 0.016685504156977685, + "alpha_slope": 0.0008342752078488843, + "fixed_gap_error": 0.009434037675514428, + "compressed_gap_error": 0.0068473756844320555, + "linear_gap_error": 0.0007274449875400713, + "retangent_gap_error": 0.0036083572950964538 + }, + { + "init_seed": 10003, + "feedback_seed": 103004, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.491833431475336, + "empirical_fa_loss": 2.5941243568835066, + "empirical_gap": 0.10229092540817053, + "fixed_bp_loss": 2.483540028866387, + "fixed_fa_loss": 2.5935899050563065, + "fixed_gap": 0.11004987618991935, + "compressed_fa_loss": 2.5927490357844514, + "compressed_gap": 0.10920900691806423, + "linear_bp_loss": 2.4916444561098596, + "linear_fa_loss": 2.594534836849084, + "linear_gap": 0.10289038073922452, + "retangent_bp_loss": 2.489045172592125, + "retangent_fa_loss": 2.5944314072914816, + "retangent_gap": 0.1053862346993566, + "alpha_s": 0.005681611262073911, + "alpha_slope": 0.00028408056310369554, + "fixed_gap_error": 0.007758950781748819, + "compressed_gap_error": 0.006918081509893703, + "linear_gap_error": 0.0005994553310539885, + "retangent_gap_error": 0.003095309291186066 + }, + { + "init_seed": 10003, + "feedback_seed": 103005, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.491833431475336, + "empirical_fa_loss": 2.5890931917563216, + "empirical_gap": 0.09725976028098549, + "fixed_bp_loss": 2.483540028866387, + "fixed_fa_loss": 2.5857239832460777, + "fixed_gap": 0.10218395437969052, + "compressed_fa_loss": 2.5857239832460777, + "compressed_gap": 0.10218395437969052, + "linear_bp_loss": 2.4916444561098596, + "linear_fa_loss": 2.5899194323920067, + "linear_gap": 0.0982749762821471, + "retangent_bp_loss": 2.489045172592125, + "retangent_fa_loss": 2.5884656902414678, + "retangent_gap": 0.09942051764934279, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.004924194098705037, + "compressed_gap_error": 0.004924194098705037, + "linear_gap_error": 0.0010152160011616118, + "retangent_gap_error": 0.0021607573683573023 + }, + { + "init_seed": 10003, + "feedback_seed": 103006, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.491833431475336, + "empirical_fa_loss": 2.583451462805999, + "empirical_gap": 0.09161803133066293, + "fixed_bp_loss": 2.483540028866387, + "fixed_fa_loss": 2.5824546179172594, + "fixed_gap": 0.09891458905087225, + "compressed_fa_loss": 2.5824546179172594, + "compressed_gap": 0.09891458905087225, + "linear_bp_loss": 2.4916444561098596, + "linear_fa_loss": 2.5840564288936188, + "linear_gap": 0.09241197278375912, + "retangent_bp_loss": 2.489045172592125, + "retangent_fa_loss": 2.5832894729570897, + "retangent_gap": 0.09424430036496467, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.007296557720209318, + "compressed_gap_error": 0.007296557720209318, + "linear_gap_error": 0.0007939414530961919, + "retangent_gap_error": 0.0026262690343017425 + }, + { + "init_seed": 10003, + "feedback_seed": 103007, + "target_steps": 50, + "early_steps": 20, + "empirical_bp_loss": 2.491833431475336, + "empirical_fa_loss": 2.6039071090033716, + "empirical_gap": 0.11207367752803554, + "fixed_bp_loss": 2.483540028866387, + "fixed_fa_loss": 2.6063732923118748, + "fixed_gap": 0.12283326344548762, + "compressed_fa_loss": 2.6007213644659877, + "compressed_gap": 0.11718133559960053, + "linear_bp_loss": 2.4916444561098596, + "linear_fa_loss": 2.6049027714615045, + "linear_gap": 0.11325831535164488, + "retangent_bp_loss": 2.489045172592125, + "retangent_fa_loss": 2.6052480741021067, + "retangent_gap": 0.1162029015099817, + "alpha_s": 0.03423747148849768, + "alpha_slope": 0.001711873574424884, + "fixed_gap_error": 0.010759585917452075, + "compressed_gap_error": 0.005107658071564991, + "linear_gap_error": 0.0011846378236093358, + "retangent_gap_error": 0.004129223981946151 + } + ] +} |
