ACSSVAE C2 sync WaveSemanticHybridCodec/V5_ACSSVAE_C2_CausalProtectedReal/training_history_c2.csv
Browse files
WaveSemanticHybridCodec/V5_ACSSVAE_C2_CausalProtectedReal/training_history_c2.csv
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phase,epoch,seconds,score,eligible,train_loss,train_real_causal,train_real_gap_shuffle,train_real_gap_zero,train_real_log,train_real_loss,train_real_mse,train_real_shape_cov,train_real_shape_std_mean,train_real_shape_std_min,train_real_shape_var,train_real_view_recon,train_real_view_sem,train_real_view_shape,train_syn_causal,train_syn_dir,train_syn_energy,train_syn_freq,train_syn_gap_shuffle,train_syn_gap_zero,train_syn_kl_sem,train_syn_kl_shape,train_syn_log,train_syn_loss,train_syn_mse,train_syn_sem,syn_dir,syn_energy,syn_freq,syn_gap_shuffle,syn_gap_zero,syn_log,syn_mse,syn_sem,syn_score,real_gap_shuffle,real_gap_zero,real_log,real_mse,real_shape_std_mean,real_shape_std_min,real_view_recon,real_view_sem,real_view_shape
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| 2 |
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C2_encoder,1,105.43530774116516,0.07223877550863352,0,0.24653516004864987,0.009889884414867713,0.0010019909017361128,-0.005916013917885721,0.2636209440919069,0.35264911743310784,0.024143872080514064,0.0006516561377373784,0.14775736048244514,0.07717276790824074,0.002147828712343023,0.05258495052560018,0.08930052862717555,0.01083076947565692,0.015241727566059965,0.0005710782409341146,0.05136329199259098,0.000608796667410598,0.023635052646904325,0.0039265182755815866,18.96155678675725,0.7227800975625331,0.03651656047082864,0.1404212013173562,0.0015080355582400584,0.011895514279603957,0.0005132421637730052,0.01853491123765707,0.0007163835107348859,0.005689047354583939,0.003143903713983794,0.03692022903511922,0.0017580313802075882,0.006193698849529028,0.01552190016939615,-3.3981516025960445e-05,-0.0032493745675310493,0.2459382147838672,0.01897705129037301,0.12225227585683267,0.08561018699159224,0.048834537932028375,0.08161329757422209,0.08226572101314862
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| 3 |
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C2_encoder,2,103.65412902832031,0.06800586801495713,0,0.22757008889546762,0.007212487498943049,-1.043105641236672e-05,-0.002702056306700867,0.24846149619955282,0.31628478650863356,0.01887861345894635,0.00016420375879813666,0.1292987262400297,0.09056302985319724,9.298666308705623e-05,0.051241789428660506,0.09713458567857743,0.007979696938015807,0.016545304494838303,0.0005681868256383146,0.04855701589527039,0.000601809066406881,0.015175824130822618,0.0037664256725782673,19.03640661239624,0.6687907647054929,0.03589101410829104,0.13885539053724363,0.001465970913816888,0.011641916962197194,0.0004984196692627544,0.017754872453709443,0.0007099228193207333,0.022734944553424914,0.003425112677117189,0.035939734304944675,0.0016084613860584795,0.006188864936120808,0.013641780048375947,-2.8557066495219865e-06,-0.0023735755045587816,0.23448872162650028,0.017173478806701798,0.11876066743085782,0.09032548932979505,0.04861362278461456,0.08242255883912246,0.08126306720077991
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| 4 |
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C2_encoder,3,165.03510904312134,0.06730521356104874,0,0.22239024174901156,0.006645550659427849,4.227104811714246e-06,-0.002149777621245728,0.23791438960112057,0.3048805820254179,0.017190231938058367,0.00011826214277229715,0.121259741169902,0.09044127750855226,7.732730502119431e-05,0.05044739322307018,0.09846308357440509,0.007707469039954818,0.015752644145574708,0.000559203161593849,0.048412186831522444,0.0005830393885844388,0.01811605433691651,0.003810805746336253,19.475835946890022,0.6642502900499564,0.035921085640214956,0.1398999019024464,0.0014855065694204174,0.011610080187137311,0.0005095399266186481,0.01804040502756834,0.0007244077268599842,0.01761112502620866,0.0031165258182833592,0.036620440892875195,0.0016991729382425547,0.006419337362361451,0.014462949523779875,5.152697364489238e-06,-0.0017772836533064644,0.22678053099662066,0.01566766171405713,0.11237200566877921,0.09212092030793428,0.04807391778255502,0.08462363357345264,0.07785360887646675
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| 5 |
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C2_encoder,4,103.82586669921875,0.06512842649136047,0,0.21998762723345022,0.006409214968936375,4.456253149188482e-06,-0.001913671028943589,0.23300992026925088,0.30119722577241753,0.016663513364843452,8.317372020638476e-05,0.11411838626059202,0.08983790946121399,2.909741149498866e-05,0.050337658951488826,0.1027029460725876,0.0064616815384047534,0.015844678975498447,0.0005536637665220322,0.04994597334701281,0.0005812974470945147,0.017821740720403167,0.0038151306565850974,19.51070085672232,0.6326796430807847,0.03519234827074867,0.13877802880910728,0.0013962439478536208,0.011322223343170033,0.0004344692104496062,0.018174611683934926,0.0005905790409694115,0.01668360394736131,0.0035070716636255383,0.033067311719059946,0.0013628253053563336,0.006034848924415807,0.012829842589252316,7.158378139138222e-06,-0.0015906311649208267,0.22344255882004896,0.01524467533454299,0.10212721986075242,0.085269995033741,0.04745155557369193,0.08593604030708472,0.07037735171616077
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| 6 |
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C2_encoder,5,165.4948444366455,0.06400919470198763,0,0.21770014539361,0.006248292866019675,6.384424005563443e-06,-0.0017546770789732154,0.22880053451428048,0.29708028802504904,0.01632840975116079,6.790441293560434e-05,0.11342998975171492,0.09053711315187124,4.3815460342627305e-05,0.050000963331415106,0.10392589594882268,0.005992641632194416,0.014789475368049282,0.00053955023232937,0.0485260200041991,0.0005658932285419163,0.022519739187779265,0.003702785827828428,19.742288978283224,0.6038558813241812,0.03495216706337837,0.13832000230367367,0.0014386442590666076,0.011205563380812796,0.0004453355339743818,0.01790410643443465,0.0006349496000135938,0.03527170829474926,0.003555958446425696,0.03438974531988303,0.0014596917239638667,0.005896432255394757,0.011863997310477617,-4.58579355229934e-06,-0.0014586720693235595,0.22175502963364124,0.015092079935129732,0.11994981858879328,0.09675700931499402,0.04791358718648553,0.08707859677573045,0.08146314943830173
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| 7 |
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C2_protected,1,189.8728106021881,0.05741678053264817,0,0.22309280980159255,0.005049101026345264,-1.3467335306546266e-07,-0.0005489661111770307,0.21223561211543926,0.2781424293623251,0.014327858032329993,8.955137384285027e-05,0.12181663839694332,0.09438567404799601,2.7391095371807324e-05,0.04850346401114674,0.10686406225842589,0.006324723092428244,0.013658721599837437,0.0005384564406567199,0.04945856094469919,0.0005999246875837665,0.028534079506746766,0.0037152923910659464,19.68589391708374,0.732759825797642,0.0369677740313551,0.14051836071645513,0.0014281379490378586,0.011434494772487704,0.0003701660592923872,0.018898257861534755,0.0005613557082445671,0.04791151114429037,0.0035485399033253393,0.032905404890577,0.0011640088225249201,0.005938377099422117,0.010048690725273143,1.008544738094012e-07,-6.150562937060992e-05,0.19608475329975286,0.012702090655996775,0.11190816170225541,0.09015433707584937,0.04526613870014747,0.08842701402803262,0.06947664481898148
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| 8 |
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C2_protected,2,158.41242623329163,0.05622768938890658,0,0.21712069542092435,0.004675145439036629,1.161904348170056e-06,-0.00017630713991820813,0.2023732230067253,0.2680024899980601,0.013321611309862312,6.718066434747443e-05,0.11582386421368403,0.09322365677970297,3.168742884607876e-05,0.047750478040646104,0.10733045102918849,0.005367624008452848,0.012981417586150415,0.000535609688342768,0.05064922031015158,0.0006015537456465502,0.032912467738188914,0.0037432223024285016,19.78869545880486,0.7407365420285393,0.0367120379143778,0.14079798475346145,0.0014224764336284031,0.011444465544841746,0.00034934343032849333,0.018041091909011205,0.0005486590807170917,0.0448279546884199,0.0037646787241101265,0.03175301235169172,0.0010548943847728273,0.005824551374341051,0.00973717587844779,1.2235444349547227e-06,0.00030604132916778326,0.19114149175584316,0.011821791927407807,0.10605626739561558,0.09066681377589703,0.044743777718394995,0.09057320033510526,0.06973817152902484
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| 9 |
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C2_protected,3,219.75882840156555,0.05535237730015069,0,0.2136571008054649,0.004488698905333877,-6.76838681101799e-07,1.1978123117895688e-05,0.19797043068444029,0.263597516364911,0.012899001216625466,6.128161166998324e-05,0.11635314175749527,0.09586214484537349,1.0457952671191271e-05,0.04716444412136779,0.10713946431436959,0.005424814952044364,0.012998408780378454,0.000512525429504047,0.048991971057565774,0.000576001347936279,0.03211854274439461,0.003897050168255673,20.009078059476966,0.6896978785009945,0.03586890553398167,0.1387464596725562,0.0013530963059405193,0.01095282524577616,0.0003227456307892377,0.01836164966225624,0.0004919348672653238,0.04590089811633031,0.0037644129246473313,0.030537369847297668,0.0010523318739918371,0.005832893711825212,0.009225409865224113,2.0151298182706037e-06,0.00017894028375546137,0.18692367585996786,0.012189339700853452,0.11475980561226606,0.09075642532358567,0.045120526726047196,0.09138135053217411,0.07628706594308217
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| 10 |
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C2_protected,4,159.04300713539124,0.05520520989243717,0,0.2116930147742524,0.0043943581924609405,-1.25893994289286e-06,0.00010760262307217892,0.19478463087888326,0.26078487227068226,0.01262517137288609,6.798791643150788e-05,0.1186769026605522,0.09590819824267836,6.093690171837807e-05,0.0472374528317767,0.10787893494262416,0.005666550024933018,0.013052458173650153,0.0005086737054037204,0.04860127051086987,0.0005688518971403349,0.03215790789023124,0.00383956159451319,19.997868622050564,0.6867866122547318,0.035211842233205545,0.13805521110839702,0.0013520434002309819,0.010918521677034304,0.0003480389510514215,0.017802482501914105,0.0005658880031357209,0.04562179303417603,0.0036790016805753113,0.031676297821104524,0.0011309747099100302,0.005752734995136659,0.009711799118900669,8.038477972149849e-08,0.0005302054535908004,0.18447753693908453,0.011327173124300316,0.1174115010847648,0.09866722486913204,0.044671840500086546,0.09236529717842738,0.0771207803239425
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| 11 |
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C2_protected,5,218.53913402557373,0.05367873641305293,0,0.2122990232618416,0.00432325840845485,-5.85912836386877e-07,0.00017793275525464732,0.19476931117036764,0.2610225986908464,0.012600383737727124,6.75495033379668e-05,0.11853587879415821,0.09627501841853647,4.7191599493517595e-05,0.047544429319746354,0.10811952098327525,0.005617709349676528,0.01321452797993141,0.0005072140883010648,0.05127485226291944,0.0005629695640356444,0.030381856531055424,0.0038150014342082776,20.00338907802806,0.698799283188932,0.03494630510754445,0.1392136424779892,0.0013587507624726962,0.011131526066866867,0.00032082437295078613,0.018132164298246305,0.0004640837190284704,0.04873200872292121,0.003918901396294435,0.029720097221434115,0.0009728238646251459,0.005745894128146271,0.0085992586146264,1.6039314990242322e-06,0.0004126953814799587,0.18184663479526839,0.011339572869474068,0.12190141311536233,0.09765530470758677,0.04499483713880181,0.09198062215000391,0.07853730799009402
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| 12 |
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C2_protected,6,189.65060138702393,0.05307296174174796,0,0.20824443207067603,0.004273147526306703,-3.2609547762309804e-06,0.00023160569561535822,0.18888885514701115,0.25549712895470506,0.012060015903347555,0.00010498065057618078,0.12519051147734417,0.09675382224514203,4.016071667566019e-05,0.04687166972195401,0.1087453317554558,0.006276843396207208,0.012257765195168116,0.0005021388562882374,0.048311257499324925,0.0005619051362052285,0.03877082050928627,0.0038739994168281557,20.060149321836583,0.8526087165755384,0.03434488252900979,0.13736537004656652,0.00129948833012296,0.01084915092899738,0.0003009811848945295,0.01776856913541754,0.0004471883924755578,0.04983579351877173,0.00398501520200322,0.029033140900234383,0.0009188944473862648,0.00573258101940155,0.00820797431965669,3.1851232051849365e-07,0.0005316527870794138,0.18037165918697914,0.011180142348166555,0.12038424300650756,0.09555541972319286,0.04515813058242202,0.09254902663330238,0.07496451959013939
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| 13 |
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C2_protected,7,189.57814383506775,0.05274470120943928,0,0.20877861888969645,0.004161217732026296,-2.691119580584414e-06,0.00034607768277911577,0.1890561689787051,0.25554680508725786,0.012109216121847139,0.00010546523758153746,0.12408732191166456,0.09834742443088224,3.79970735486816e-05,0.04743100527454825,0.10793687894063837,0.005543013269711724,0.012545306438251453,0.0005058229414691382,0.04910774696618318,0.000560256110432366,0.03696298710642355,0.003930998837013784,20.086537731395048,0.8001244303058176,0.03504269205800751,0.1386263211202972,0.0013198853013283737,0.011010816182448145,0.00029751640977337956,0.018465612238893907,0.00045026918911995987,0.04916256414726376,0.0038372576469555496,0.029046425223350526,0.000906575705933695,0.005657955522959431,0.008247327671308691,1.8343174209197363e-07,0.000739225244615227,0.17866090995570025,0.010859343524013335,0.11687137528012197,0.09268108786394198,0.04465648097296556,0.09298876269410054,0.06897143352155884
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C2_protected,8,158.75804543495178,0.05268106650805566,0,0.20700268776101224,0.004127817517420387,9.608400218627033e-07,0.0003739989403744831,0.1868263801669373,0.2534260247121839,0.011882255018195686,0.00011820692346672705,0.12515236406641847,0.09866851537543185,2.8086278368445003e-05,0.046905285689760656,0.10825046715052689,0.0052336156381951535,0.01253522697781377,0.0004982423902701532,0.0491596885408987,0.0005579347256571054,0.03533128414933077,0.0038363792310359287,20.052579099991743,0.7117045079084003,0.03459247395067531,0.1373676638611976,0.0013411120701622328,0.010794716436580263,0.0003222479984591094,0.018067585149159033,0.000495675277003708,0.04746028417721391,0.003824352752417326,0.029542311901847522,0.0009923014440573752,0.005729138781316578,0.008661624350662651,1.4976831153035164e-07,0.0007401965364503363,0.1757631404325366,0.010781020110395426,0.12286254422118266,0.09989829082041979,0.04422184840465585,0.09307077030340831,0.07176122209057212
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| 15 |
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C2_consolidate,1,228.823890209198,0.05195500139589421,0,0.20013676803145145,0.004058292149824815,8.349643192357488e-07,0.00044603235890261,0.18491219874057505,0.25147846370107596,0.011723850834338615,0.00012111782805530108,0.12505545214646394,0.10000710839198695,9.26534024377664e-06,0.04676665228067173,0.10767910167988803,0.005215510865673423,0.012291837173203627,0.0004976558570585136,0.05048166683150662,0.0005529311203443083,0.03662390705317699,0.003889503001442386,20.129910495546127,0.7495094398657481,0.03417295257353948,0.13738580435100528,0.0012926176782154168,0.010748158779460937,0.0003048078530506852,0.017757931289573512,0.00047691010986454784,0.05025411592796445,0.00395683958971252,0.029079508036375046,0.000927138743766894,0.0055583000726376975,0.008157665133243425,4.879742239912351e-08,0.0008336376243581375,0.17519814552118382,0.01066569757919448,0.12503231472025314,0.10263870594402154,0.044366054547329746,0.09228932050367196,0.07390373401964705
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| 16 |
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C2_consolidate,2,198.7242033481598,0.05209256355755496,0,0.19874314185645844,0.004034688198266344,-1.131203801681598e-06,0.00047276308501346243,0.1828948294536935,0.24948801319632266,0.011523607761288683,0.00010506096310160097,0.12239796366128657,0.0999449780003892,5.606313546498617e-06,0.046632885777701936,0.10772827304899693,0.005179358444487055,0.012344865948479208,0.0004962668304667911,0.048403172629574935,0.000553345773045698,0.03792337267465579,0.00391572996094409,20.127351559533015,0.7045433894627624,0.034041506584940685,0.13672162867668602,0.0012940794515695112,0.010771259225697981,0.0003282197494020996,0.01754583613947034,0.000529769577163582,0.050337327644228935,0.003920495960240563,0.02981721969942252,0.0009997437921507905,0.0055299634967620175,0.008477635672781616,2.551629828910033e-07,0.0007733629123928646,0.17385095978776613,0.01066598046842652,0.12226001949359973,0.10046975656102101,0.04431309876963496,0.09244937791178624,0.07100537900502484
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| 17 |
+
C2_consolidate,3,218.57886958122253,0.05233697508527742,0,0.2005078512761328,0.00401473718488382,1.244766948123773e-06,0.0004924796211222808,0.185529277059767,0.2522032316360209,0.011831803074003094,9.527368696985327e-05,0.11810880795949036,0.09660343695431947,4.833434811896748e-06,0.04714790400531557,0.10774836109744178,0.00475829514907673,0.012580413402368625,0.0004956827038970206,0.05015537754322092,0.000551850982446922,0.03445499098888831,0.003941684429042248,20.112186076905992,0.6948897831969791,0.0339974297883196,0.1373246047231886,0.001272256739159477,0.01085745167090661,0.0003599588555516675,0.02000284024203817,0.0005727363711533447,0.05167729780077934,0.0037168711268653473,0.030957074401279292,0.0011437711965603134,0.0055315794268002115,0.008930108579496542,-2.0935355375210445e-08,0.0009332673119691511,0.17367768846452236,0.010424657065110901,0.11576469987630844,0.09378003422170877,0.04424266082545122,0.0918323394532005,0.06998131268968184
|
| 18 |
+
C2_consolidate,4,167.73595905303955,0.050932083963843376,0,0.1996250259379546,0.0039547058533773655,-2.0970021271043354e-07,0.0005549778579734266,0.18346239655382104,0.2501117716646857,0.011607476303146945,9.488940301404606e-05,0.11653178034143316,0.09365325926078691,2.6645133685734537e-05,0.04680814658188158,0.1077261202244295,0.0046327643562108275,0.012244666473836534,0.0004954176423780154,0.05188868412127098,0.0005634396345057111,0.039884388549479705,0.0038989726563967353,20.12518022855123,0.7065454346438249,0.03419863911242121,0.137919000039498,0.0013174412372690212,0.01083625079287837,0.0002911195003738006,0.017472857516258954,0.0004411349470804756,0.05290068114797274,0.004116276589532693,0.028210190186897913,0.0008878229845625658,0.005464483386216064,0.007566153777530416,1.4247489161789417e-06,0.0007965443461822966,0.17254155998428664,0.010624221506683776,0.11418804122755925,0.09351716563105583,0.044238101691007614,0.09219203082223733,0.06913502840325236
|
| 19 |
+
C2_consolidate,5,208.33024096488953,0.05196096532741405,0,0.19885787297454144,0.00396520232833508,1.61097203898761e-06,0.0005399099745166798,0.18314311578869819,0.2493421506964498,0.011615063519113594,9.770125539540054e-05,0.1168804635397262,0.09574963885049025,2.0102747819489904e-05,0.04667205301423868,0.10623815577063296,0.0045115718456347365,0.012396373441960248,0.0004946224960601992,0.04918948274830149,0.0005475142099991596,0.03649353128162652,0.0038943888451386656,20.1578106880188,0.6898580729133553,0.03421788319117493,0.1371548626985815,0.0013545634347893712,0.010733092875064661,0.00034079358495849493,0.017226175715525944,0.0005466036915701503,0.04694847225522002,0.003923156438395381,0.030065174462894598,0.001050453871721402,0.005440547425920764,0.008863671494725467,5.15525850156943e-08,0.0011023681727238,0.17200827660659948,0.010264952259603888,0.11719322266678016,0.09560177413125832,0.044174770514170326,0.09197046204159658,0.06887350681548317
|
| 20 |
+
C2_consolidate,6,198.48815369606018,0.05119276133055488,0,0.1977346460438437,0.003912759000538952,1.2131058610975742e-06,0.0005925847644296785,0.18146329178578324,0.24789551492366527,0.011430468888849847,9.837146122764453e-05,0.1169459542259574,0.09542760546836589,1.5544063515133327e-05,0.046564672649320626,0.10670734242432647,0.004593459297514831,0.012443826034561628,0.0004938022421103799,0.04978663075922264,0.000547394682831105,0.03429778619740521,0.003956817019045249,20.144361284044052,0.704410675747527,0.03368687672644026,0.1364269145247009,0.0012706050550655669,0.010625440360874766,0.0003454384558911746,0.017515467666089534,0.0005488647992024198,0.053062669839709996,0.003897921663398544,0.029724889248609544,0.0010280826458862673,0.00545573130560418,0.008238879389051969,-1.8762269367774328e-07,0.0010978862410411239,0.1711795162409544,0.010265439952490851,0.1156272670874993,0.09423302921156089,0.044162855949252844,0.0918127503246069,0.06678068218752742
|