diff options
Diffstat (limited to 'outputs/compressed_operator_retangent_T50_width64_N256/summary.json')
| -rw-r--r-- | outputs/compressed_operator_retangent_T50_width64_N256/summary.json | 649 |
1 files changed, 649 insertions, 0 deletions
diff --git a/outputs/compressed_operator_retangent_T50_width64_N256/summary.json b/outputs/compressed_operator_retangent_T50_width64_N256/summary.json new file mode 100644 index 0000000..881dfea --- /dev/null +++ b/outputs/compressed_operator_retangent_T50_width64_N256/summary.json @@ -0,0 +1,649 @@ +{ + "config": { + "input_dim": 16, + "output_dim": 4, + "width": 64, + "train_samples": 256, + "test_samples": 512, + "target_steps": 50, + "early_steps": [ + 5, + 10, + 20 + ], + "lr": 0.001, + "init_seeds": 2, + "feedback_seeds": 4, + "data_seed": 123, + "feedback_scale": "relu", + "device": "cpu", + "torch_threads": 4, + "outdir": "outputs/compressed_operator_retangent_T50_width64_N256" + }, + "rows": [ + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 5, + "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": 2.5845644642344165, + "linear_fa_loss": 2.679756256890758, + "linear_gap": 0.09519179265634126, + "retangent_bp_loss": 2.555146655625453, + "retangent_fa_loss": 2.6754931977382297, + "retangent_gap": 0.12034654211277651, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.019264066488501097, + "compressed_gap_error": 0.019264066488501097, + "linear_gap_error": -0.011650176542286061, + "retangent_gap_error": 0.013504572914149193 + }, + { + "init_seed": 10000, + "feedback_seed": 100000, + "target_steps": 50, + "early_steps": 10, + "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": 2.582840954257196, + "linear_fa_loss": 2.6807098938874963, + "linear_gap": 0.0978689396303003, + "retangent_bp_loss": 2.560828874171852, + "retangent_fa_loss": 2.6768787276993327, + "retangent_gap": 0.11604985352748054, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.019264066488501097, + "compressed_gap_error": 0.019264066488501097, + "linear_gap_error": -0.008973029568327018, + "retangent_gap_error": 0.009207884328853222 + }, + { + "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": 5, + "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": 2.6646749119899624, + "compressed_gap": 0.11605477073049286, + "linear_bp_loss": 2.5845644642344165, + "linear_fa_loss": 2.6763315650282995, + "linear_gap": 0.09176710079388295, + "retangent_bp_loss": 2.555146655625453, + "retangent_fa_loss": 2.684235156182912, + "retangent_gap": 0.1290885005574589, + "alpha_s": 0.026777076717473345, + "alpha_slope": 0.005355415343494669, + "fixed_gap_error": 0.032368887806584645, + "compressed_gap_error": 0.010328514316733983, + "linear_gap_error": -0.01395915561987593, + "retangent_gap_error": 0.02336224414370003 + }, + { + "init_seed": 10000, + "feedback_seed": 100001, + "target_steps": 50, + "early_steps": 10, + "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": 2.666002348528777, + "compressed_gap": 0.11738220726930759, + "linear_bp_loss": 2.582840954257196, + "linear_fa_loss": 2.675818508514623, + "linear_gap": 0.09297755425742693, + "retangent_bp_loss": 2.560828874171852, + "retangent_fa_loss": 2.6821332289644695, + "retangent_gap": 0.12130435479261736, + "alpha_s": 0.05022077153089302, + "alpha_slope": 0.005022077153089302, + "fixed_gap_error": 0.032368887806584645, + "compressed_gap_error": 0.011655950855548713, + "linear_gap_error": -0.012748702156331948, + "retangent_gap_error": 0.015578098378858485 + }, + { + "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": 5, + "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": 2.5845644642344165, + "linear_fa_loss": 2.6789044626548693, + "linear_gap": 0.09433999842045271, + "retangent_bp_loss": 2.555146655625453, + "retangent_fa_loss": 2.660992135770022, + "retangent_gap": 0.10584548014456896, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.013113280271290328, + "compressed_gap_error": 0.013113280271290328, + "linear_gap_error": -0.0010239733812840157, + "retangent_gap_error": 0.010481508342832235 + }, + { + "init_seed": 10000, + "feedback_seed": 100002, + "target_steps": 50, + "early_steps": 10, + "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": 2.582840954257196, + "linear_fa_loss": 2.6720434303726703, + "linear_gap": 0.08920247611547438, + "retangent_bp_loss": 2.560828874171852, + "retangent_fa_loss": 2.662229401655925, + "retangent_gap": 0.1014005274840728, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.013113280271290328, + "compressed_gap_error": 0.013113280271290328, + "linear_gap_error": -0.0061614956862623416, + "retangent_gap_error": 0.0060365556823360755 + }, + { + "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": 5, + "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": 2.6656504704220616, + "compressed_gap": 0.11703032916259204, + "linear_bp_loss": 2.5845644642344165, + "linear_fa_loss": 2.671164105538918, + "linear_gap": 0.0865996413045016, + "retangent_bp_loss": 2.555146655625453, + "retangent_fa_loss": 2.669951628575662, + "retangent_gap": 0.11480497295020875, + "alpha_s": 0.005373382883254727, + "alpha_slope": 0.0010746765766509454, + "fixed_gap_error": 0.025467430642092115, + "compressed_gap_error": 0.021629586101228337, + "linear_gap_error": -0.008801101756862106, + "retangent_gap_error": 0.019404229888845048 + }, + { + "init_seed": 10000, + "feedback_seed": 100003, + "target_steps": 50, + "early_steps": 10, + "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": 2.6645814202106317, + "compressed_gap": 0.11596127895116215, + "linear_bp_loss": 2.582840954257196, + "linear_fa_loss": 2.6629750979629656, + "linear_gap": 0.08013414370576966, + "retangent_bp_loss": 2.560828874171852, + "retangent_fa_loss": 2.667052406246828, + "retangent_gap": 0.10622353207497603, + "alpha_s": 0.013762362242261105, + "alpha_slope": 0.0013762362242261106, + "fixed_gap_error": 0.025467430642092115, + "compressed_gap_error": 0.020560535889798448, + "linear_gap_error": -0.015266599355594046, + "retangent_gap_error": 0.010822789013612333 + }, + { + "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": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 5, + "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": 2.585778004855662, + "linear_fa_loss": 2.694146683781083, + "linear_gap": 0.10836867892542079, + "retangent_bp_loss": 2.5578055239050306, + "retangent_fa_loss": 2.6939205963930704, + "retangent_gap": 0.13611507248803978, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.01679724754418377, + "compressed_gap_error": 0.01679724754418377, + "linear_gap_error": -0.01844015974100932, + "retangent_gap_error": 0.009306233821609666 + }, + { + "init_seed": 10001, + "feedback_seed": 101000, + "target_steps": 50, + "early_steps": 10, + "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": 2.5771648085860845, + "linear_fa_loss": 2.7020627893665843, + "linear_gap": 0.12489798078049974, + "retangent_bp_loss": 2.560977566028316, + "retangent_fa_loss": 2.696540754078237, + "retangent_gap": 0.13556318804992085, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.01679724754418377, + "compressed_gap_error": 0.01679724754418377, + "linear_gap_error": -0.0019108578859303726, + "retangent_gap_error": 0.008754349383490734 + }, + { + "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": 5, + "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": 2.673452015770911, + "compressed_gap": 0.1223843709228083, + "linear_bp_loss": 2.585778004855662, + "linear_fa_loss": 2.676028368901733, + "linear_gap": 0.09025036404607079, + "retangent_bp_loss": 2.5578055239050306, + "retangent_fa_loss": 2.6826419539195907, + "retangent_gap": 0.12483643001456013, + "alpha_s": 0.014684928999982331, + "alpha_slope": 0.0029369857999964662, + "fixed_gap_error": 0.02561901334765171, + "compressed_gap_error": 0.013899139197959265, + "linear_gap_error": -0.018234867678778244, + "retangent_gap_error": 0.0163511982897111 + }, + { + "init_seed": 10001, + "feedback_seed": 101001, + "target_steps": 50, + "early_steps": 10, + "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": 2.6736071723014883, + "compressed_gap": 0.12253952745338559, + "linear_bp_loss": 2.5771648085860845, + "linear_fa_loss": 2.677889817678982, + "linear_gap": 0.10072500909289728, + "retangent_bp_loss": 2.560977566028316, + "retangent_fa_loss": 2.6817324902329167, + "retangent_gap": 0.12075492420460066, + "alpha_s": 0.02897356917716972, + "alpha_slope": 0.002897356917716972, + "fixed_gap_error": 0.02561901334765171, + "compressed_gap_error": 0.014054295728536559, + "linear_gap_error": -0.007760222631951752, + "retangent_gap_error": 0.012269692479751626 + }, + { + "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": 5, + "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": 2.6900721075509733, + "compressed_gap": 0.1390044627028706, + "linear_bp_loss": 2.585778004855662, + "linear_fa_loss": 2.683244442546439, + "linear_gap": 0.09746643769077679, + "retangent_bp_loss": 2.5578055239050306, + "retangent_fa_loss": 2.6882582168452593, + "retangent_gap": 0.13045269294022876, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.02449941376565956, + "compressed_gap_error": 0.02449941376565956, + "linear_gap_error": -0.017038611246434243, + "retangent_gap_error": 0.015947644003017736 + }, + { + "init_seed": 10001, + "feedback_seed": 101002, + "target_steps": 50, + "early_steps": 10, + "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": 2.6900721075509733, + "compressed_gap": 0.1390044627028706, + "linear_bp_loss": 2.5771648085860845, + "linear_fa_loss": 2.6866312751512336, + "linear_gap": 0.10946646656514902, + "retangent_bp_loss": 2.560977566028316, + "retangent_fa_loss": 2.688307031858468, + "retangent_gap": 0.1273294658301518, + "alpha_s": 0.0, + "alpha_slope": 0.0, + "fixed_gap_error": 0.02449941376565956, + "compressed_gap_error": 0.02449941376565956, + "linear_gap_error": -0.005038582372062006, + "retangent_gap_error": 0.012824416892940782 + }, + { + "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": 5, + "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": 2.6818715854838153, + "compressed_gap": 0.13080394063571266, + "linear_bp_loss": 2.585778004855662, + "linear_fa_loss": 2.6802617272746296, + "linear_gap": 0.09448372241896763, + "retangent_bp_loss": 2.5578055239050306, + "retangent_fa_loss": 2.682271383868027, + "retangent_gap": 0.12446585996299664, + "alpha_s": 0.0017009902491515422, + "alpha_slope": 0.00034019804983030844, + "fixed_gap_error": 0.021570868311180824, + "compressed_gap_error": 0.02008580017127759, + "linear_gap_error": -0.016234418045467436, + "retangent_gap_error": 0.013747719498561572 + }, + { + "init_seed": 10001, + "feedback_seed": 101003, + "target_steps": 50, + "early_steps": 10, + "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": 2.681327478903623, + "compressed_gap": 0.13025983405552033, + "linear_bp_loss": 2.5771648085860845, + "linear_fa_loss": 2.68262037111751, + "linear_gap": 0.10545556253142552, + "retangent_bp_loss": 2.560977566028316, + "retangent_fa_loss": 2.6825634523790947, + "retangent_gap": 0.1215858863507786, + "alpha_s": 0.004653433862706439, + "alpha_slope": 0.00046534338627064384, + "fixed_gap_error": 0.021570868311180824, + "compressed_gap_error": 0.019541693591085263, + "linear_gap_error": -0.005262577933009549, + "retangent_gap_error": 0.010867745886343538 + }, + { + "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 + } + ] +} |