{"version": 1, "asset": "COINBASE_ETHUSD", "timeframe": "12H", "arch": [50, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "macd_bullish_norm", "m3_momentum_norm", "m2_tiny_norm", "rsid_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "stoch_bot_norm", "m3_div_norm", "bearish_engulfing_score", "m2_nooff_norm", "m2_div_norm", "bullish_hammer_score", "bullish_engulfing_score", "shooting_star_score", "btc_spx_corr_30", "dxy_roc_norm", "vix_pctrank_inv", "btc_dom_roc_sign", "us10y_roc_inv_sign", "spy_above_200ema", "gold_roc_pctrank", "mvrv_zscore_value", "mvrv_zscore_cont", "nupl_norm", "fed_net_liq_sign", "gc_position", "us2y_roc_inv_sign", "yield_curve_sign", "qqq_spy_roc_sign", "rsid_reg_bull_norm", "rsid_reg_bear_norm", "rsid_hid_bull_norm", "rsid_hid_bear_norm", "rsid_rt_bull_norm", "rsid_rt_bear_norm", "rsid_slow_bull_norm", "rsid_slow_bear_norm", "rsid_delayed_peak_norm", "rsid_delayed_dip_norm", "oi_roc_norm", "usdt_d_norm", "basis_norm", "fear_greed_norm", "btc_gold_norm", "rsi_subtf_norm", "bb_pct_b_norm"], "layers": [{"W": [[0.022020102093924687, -0.17797526016366647, -0.1692975225026127, -0.0009757397952156258, -0.06899243326484122, -0.30491914520079777, -0.09098337642141321, -0.0922616859335642, 0.2001606982457449, -0.37752847926524213, 0.39539119695222763, 0.2561406874808163, 0.4307866551178057, 0.15625448750647034, -0.2540451869136014, 0.1694769234418647, 0.016961848309806744, -0.034251648066476154, 0.1984568488677655, 0.19348275936330928, 0.0340570498448526, -0.44321825380702035, -0.18075714143252747, -0.1496505957496725, 0.2899495160578446, -0.06680203934210176, -0.22293666839742973, 0.21974685056974097, -0.23959700763335728, 0.12137756367362451, -0.0309580017264159, -0.20994001474389784, 0.1319108201835286, 0.18937462261103571, 0.26143278220400573, 0.37521949032801066, 0.07039456035909548, -0.12585421612833586, 0.042862016878109026, 0.18277305740022548, 0.20720580578510614, -0.014810997797057067, -0.10301791401879891, 0.055411173149759636, -0.22629039630018893, -0.03265501231822192, 0.018189891553699808, 0.0038701152991827623, 0.5403722056367698, -0.10419564294738971], [0.038280888901328504, -0.0385640048275231, 0.011231645789183009, -0.350646830326572, -0.11428545911083025, 0.02786103399161088, -0.06673033049645526, 0.16905554951839064, 0.008707242702603167, 0.5092646017943826, 0.04513246981010351, -0.09117353868012398, -0.2267903682984075, -0.11338339300346786, -0.06788149449753118, -0.015017140189361802, 0.18394228669053575, 0.0032698728939446163, -0.32719774481389774, 0.07739768888337958, -0.035339011123617994, -0.0899958689248403, 0.1028580760910869, 0.4056658397326516, -0.15813261062358297, 0.1704110844921572, -0.008316310414118743, -0.06474374462835952, -0.40996338973913354, -0.17827023324223404, 0.14478582995383185, 0.2654724544764392, -0.04349810724905132, -0.17761796024621218, -0.4225311964428981, 0.1574126258649086, -0.27308526278484413, -0.02887543453312712, 0.052172177777512735, -0.15710400603411762, -0.30910048144676955, 0.21563886259652315, 0.01672052270343017, -0.09708925719803962, 0.09538976242204372, -0.021517611451170936, -0.3690904524057368, 0.10794725184050813, 0.03323455786644282, -0.16372786254584112], [0.18884657653490902, 0.2359697636180323, 0.23069711162418768, -0.4445586240204816, -0.0058186209879911195, -0.07940648946967552, 0.2913338093091699, 0.18043616108657604, 0.07245557430971922, 0.21657639375948573, -0.06288493305653227, 0.06432471282184013, 0.044080610128699196, 0.055167524976753875, 0.22899455740646502, 0.39807054819408294, 0.12181874744556574, -0.14867545731726028, -0.3149479970685939, -0.3063079133759156, -0.20526609530896778, 0.00545635669623324, -0.24052004936028096, 0.2852572477114013, -0.3220095432761975, 0.04820238007337793, -0.06136427366923682, 0.0789597437007576, 0.12239487841095165, -0.46414874816524254, -0.3681527785697998, -0.005439661242875642, 0.012518149154015236, 0.044377210321980526, -0.0018352119287704145, -0.10354311631618987, -0.44005135996456607, -0.20985433420214347, -0.5014350942968451, -0.4014692212561845, 0.14515408146652647, -0.21017191475329916, -0.1489517307388445, 0.31163966246201136, -0.207960941987582, -0.006737216879761511, 0.2966923337757444, -0.008527327799315775, -0.17613127895379294, -0.20908474223655826], [0.4015650118273427, -0.024459476473689106, 0.14590015697376799, 0.10908621094063306, -0.058295238810201724, 0.07543347446805249, 0.5058342221092244, -0.5471779311493061, -0.5908420494258052, -0.030925530489527692, 0.07545700297212168, 0.1269917897233005, 0.025602911569014022, -0.23586233568211026, -0.11372213574401926, -0.10748026825849137, -0.06591474416764428, -0.03301851520902875, -0.10687583783991356, -0.13777684048789401, 0.23525148972144083, 0.20596971958788257, -0.027671935359907245, 0.05933713825005431, -0.20811057716706619, -0.24610028986661786, 0.13047558724758898, -0.23717912166596344, -0.134653664596039, -0.14498604685290334, 0.17342136512987244, 0.11345973728557551, 0.16163675986109866, 0.13020252461984444, -0.10659085857749526, -0.09047955851264, 0.12620706402827467, -0.1846160115496547, 0.13204666158305295, -0.16074487790789757, 0.21439317835033492, 0.3204339157705518, 0.11567059967378049, -0.21531070365660032, 0.06808525775592716, 0.5008344620487071, -0.0442932317377102, 0.005961289529879704, -0.1474601648055136, -0.05628065671961299], [0.15736821141701765, -0.2374981500306899, 0.49726698329480046, 0.11937022844369076, -0.10001892399322179, -0.11257573344453448, 0.158835853664399, -0.1829029366405164, 0.31802389231710715, 0.3302362840316758, 0.21527652622757282, -0.16952495223172792, -0.2033456117777635, -0.0019869295711333603, -0.2185100755743158, -0.3684301389384738, 0.08666695005593883, 0.17987152523239378, -0.0818275390324351, -0.0745712886724165, -0.08251422131393887, -0.04523544525388437, -0.23663997791050556, 0.13812020953698748, -0.07080681811983053, 0.17288135818248201, -0.044093482923203545, -0.151548319511632, 0.47557626058898744, 0.026081135458898345, -0.20266866716244863, 0.19438395602468672, 0.2070120864779315, -0.4836807105531343, -0.26585245664542967, -0.24869483073820337, 0.1633668103876803, -0.08037988565825194, -0.22255465452450526, 0.38180854309803675, 0.10788363176596719, 0.1743708752015893, 0.04897527694002675, -0.028541046928466603, -0.22218602166998722, -0.3493399737184319, 0.1791602214788832, 0.1944176813725233, 0.2768546833633776, -0.1413822132402139], [0.08287189510339257, -0.2168228600903539, 0.3393775153317987, -0.2125793461546395, -0.04876856714261047, 0.18873119169975255, -0.0042964104800636005, -0.11247186594020839, 0.4397692563618391, -0.14220127770181645, -0.14673643287495616, -0.13528060030283479, 0.5863388249184085, 0.04455472933455755, -0.0579710480452385, 0.040996420217731054, 0.278823814521349, -0.22842527294461568, -0.27928738206432097, -0.1410276405865334, -0.3352569530759555, -0.23898541977787016, -0.25790884913757434, 0.4808724667891737, 0.020082534576200666, -0.016778775833033784, -0.344268983788934, 0.1292155215504739, -0.03059394257113161, -0.2714825060499145, -0.37971930334273596, -0.15013195046789568, 0.15897758671906778, 0.11362846849819769, 0.02371167039552311, 0.09604119558835643, -0.2287851274900755, 0.02930119569745417, -0.1862622026756078, 0.4486897438409208, 0.03918977643069663, 0.09237778072157388, -0.009748332389902432, -0.2828530453571663, -0.5115202640048776, -0.11947340222657196, 0.06811763939557981, -0.06889800458968502, 0.1950958200788273, -0.23607596087559596], [-0.13036506818043206, -0.29905792976247675, 0.024117739171044483, 0.2754327312189529, 0.052467255048433824, 0.010638201296855998, -0.07208503877958987, -0.30764164799294275, 0.13110232246236034, 0.18653480940912837, 0.22194529604465643, 0.3776209046777099, -0.11884228649566088, 0.22951070422106284, -0.2474947539572771, -0.03483053945245165, 0.11112481288399087, 0.027499754480881586, -0.05990083043769501, -0.01349848421861645, 0.11059679445817669, -0.4180560954625407, 0.01738699856128799, -0.14895628336360175, -0.011475674010109248, -0.42880101642232543, 0.05993343909984223, -0.04177280507942062, 0.12686718440314246, 0.029902207104161384, -0.04652800280471598, 0.008120739793878992, -0.10381035015899183, 0.49924872834230405, 0.09306009621188464, -0.21270774185711286, 0.31174884188915375, -0.11467530919216078, 0.10961341568878609, -0.18259841559567908, 0.2793388729251438, -0.021148612272555177, -0.07322781419507945, 0.1933385410498305, 0.10909074327561108, 0.2095883913413151, 0.06500829955137072, 0.12887744860921474, -0.3352239863979919, 0.3279757873020995], [-0.10244442799850807, 0.42221882137563016, 0.30854818333724027, -0.13699442894514258, 0.015270638048519122, -0.161371797926553, -0.06444965707566216, 0.08895556566702553, -0.045860840092531614, 0.04994481185742071, 0.16765483481462798, 0.2736618872003371, -0.08979146906343502, -0.2024729023876194, 0.6573796600910172, -0.08945092006613677, 0.016742687651781024, -0.13578008970099878, 0.21287676492320987, -0.16555345403473137, 0.3233594972656985, -0.08129590642877424, -0.09109328606398917, 0.31049763685796605, -0.027246740812938368, -0.15891429112667305, 0.34880997189578494, -0.2203734110209252, -0.11569592515216129, 0.020150708692288754, 0.08874864115873496, 0.3662066856210284, 0.08711423141928676, -0.05344830027274676, 0.08592574153122488, 0.1561844704208289, 0.04948700095068237, -0.014298901701780158, -0.12507625884494986, -0.3078892102215629, 0.02294081549082451, 0.30459576041786685, -0.02788549741563687, -0.16634199675172548, -0.2681642431058232, 0.10587191610582498, 0.18343467109668915, 0.5707910376784768, -0.43368988949462267, -0.004976500106867957], [-0.05370573431002003, -0.12183809303451786, -0.2846056870302252, 0.38346772569981985, 0.23833693917409654, -0.010453048231504437, -0.006434582087541267, 0.2261092330181387, -0.5619281290945658, 0.27354591637753, -0.29390326907082903, 0.17824525676255332, 0.2625370044942606, -0.12011770367254121, -0.12858644538364725, -0.020631617553589027, 0.35593236913839704, 0.06461876334188722, 0.5705623394509354, -0.16806160980979365, 0.09474618963040539, -0.053179607082744475, 0.39824233139631093, 0.3137053374349028, 0.07036164457142031, -0.09376311525484907, -0.30812916492411346, 0.09374697669888453, -0.18784241784775466, -0.33542466668371945, -0.2936642717853683, 0.444375716064103, -0.17201574077053025, 0.07669188985110065, -0.2655831328447051, -0.2957736953730506, -0.1243272583036656, 0.21189982897129248, 0.06879776731633255, 0.16961167678351752, 0.021692873757941225, -0.08119898934151137, -0.05224552937459508, 0.2061033654798808, -0.12115650799809141, -0.22221767588003793, 0.007925864308960816, -0.10775572935798011, 0.00016268413320227014, -0.2994332218012994], [0.36909143559419133, 0.11581848596758844, 0.004808156362209756, -0.35266338148167625, 0.018214706772233073, -0.04028222788438732, 0.2698438565772188, 0.08450305870970914, -0.11957928746525899, -0.19946916903007386, 0.14233934144498672, 0.06264791713912153, 0.12698631803607419, 0.6937636075434414, 0.03075944817883452, 0.08651172039631592, 0.04605542070310333, -0.04117416973544826, -0.09638967385918766, 0.17230471204170816, 0.24976969951134884, -0.4746338091636349, 0.5044406730706065, -0.1666670533320529, 0.05993887361988548, -0.16948768045245935, 0.017902297056425577, -0.07091939087963407, 0.1987970968596788, -0.06899342626163917, -0.08497256196340117, -0.15523290595299755, 0.26076597337720675, -0.4426811810344427, -0.07117980142534794, 0.22186112454037124, -0.21952696301331842, -0.12359919103853595, 0.22987421122930768, 0.11423213202414705, -0.06678484317230127, 0.4348943627998531, 0.22668674676066164, 0.3073560693680376, -0.3601058500207722, -0.17260463150113992, 0.04167542775553262, -0.5231135996703719, 0.008508912622401006, -0.3603118290537249], [-0.038836578996244986, -0.19564160089901136, -0.08414975171262336, -0.1802337029096113, 0.14662554518530613, 0.03430728704107835, -0.038752218744967065, 0.04585064345136479, -0.2962046724760734, -0.06441484016869299, 0.15589037800525848, -0.055508367278070986, -0.07330389713862051, 0.008626892810242287, -0.49349730416829884, 0.20345261891442257, 0.4776365840823522, 0.08941356352514952, -0.0417110334949319, -0.3723286674251865, 0.1733469175972409, 0.06158370845607762, 0.21065316287611344, 0.23408768915856182, -0.03375628588163661, -0.04992100849402853, 0.005865967071515432, -0.01086321749747087, -0.011944871908046242, -0.15580232146035644, -0.0951974637024808, 0.25370969536967897, -0.18966980003958583, -0.04412293831221837, -0.04219403992865081, 0.07167985989121026, 0.2940804303517989, 0.1301314951623431, 0.4398851526755753, -0.07922992646094904, -0.3459103578675279, 0.23516385643356727, 0.38817172271264916, -0.25169577946743726, 0.3099456724459081, -0.2112075506129928, -0.032925519282955104, 0.13018327376835725, 0.002725927293326977, 0.040192494799713416], [-0.09606351258313761, 0.2186180098148136, -0.16488398949317454, -0.04016734467768555, -0.04005911019031411, -0.23648401214302667, -0.23605162772343039, 0.007614415538436949, -0.2318030145658383, -0.11112494566948593, -0.15201676745743026, -0.2706173752849308, 0.10926021617584854, 0.08659644247358336, -0.07594706731956563, 0.1705482353954616, -0.22230298058720593, -0.012793319794064884, -0.27474211525507264, 0.06653764753105866, 0.09933528071260765, -0.19888831378972605, -0.05364634624381025, 0.10609681697197285, -0.10514614640237879, -0.25491573208743895, 0.1906174820011625, -0.15251164719683355, -0.21999972631200548, -0.10045345010120804, -0.03426566234823647, 0.46409976301342376, -0.11721930364228561, -0.19445405025379373, -0.3586444203054553, -0.41666505278545724, -0.2374834447202276, -0.09591320188720204, 0.293192105300472, -0.21736532620586163, -0.15259259225584365, -0.13886137296016848, 0.04745258466491916, 0.0896595843462645, -0.19382386222493728, 0.19602769252887234, -0.012226574517943588, 0.161875090408838, -0.43481713317142734, -0.1262027540786216], [0.20503198964673086, 0.06526930899036104, -0.2686170182075294, 0.23896606592556038, -0.2494114411898454, -0.24899147669562083, -0.11539629967495534, 0.1613368760007807, 0.010813537417348196, 0.0844951317747463, 0.2730868975929417, 0.18499938319707687, -0.008379139812978956, -0.489833981642581, 0.05805134958803666, -0.32088251703954623, 0.21136551870087217, 0.0759715132628799, 0.022297118842670396, 0.028663604896279296, 0.29313446680513144, 0.18934332822410688, -0.015175765742000236, 0.04750909689704429, -0.2705138871503946, -0.254866956535926, 0.11198501013016535, -0.02439034335094101, -0.08314647049825435, -0.11874589542580194, 0.47225447235593904, -0.3704824271501625, 0.02866028654943309, 0.08922123574990136, 0.27418646083298626, 0.014594858337857276, 0.06457146354962501, -0.21802637771036626, -0.05050359251769376, 0.32128594494156465, 0.18898285112115534, 0.09462722158208899, 0.18684230179079164, -0.23218591987438217, -0.3400339840951027, 0.32085582321065687, 0.3038308754004556, -0.18654021967871265, 0.0009361164237223565, -0.48209425043591847], [0.03218145603452477, -0.1865095315034326, -0.10504790167232318, -0.36603829025679413, 0.4519641786043552, 0.16212364924382025, -0.09926732159579692, 0.06784200873135621, -0.08578028453818319, -0.4023495452108762, 0.04354821631151626, 0.09648561896546479, -0.11674284075507767, 0.06848616510952495, -0.1388274855792462, -0.0988223951474635, 0.3935327106947316, -0.4387927272393446, -0.37065585532740136, 0.7081616394126025, -0.152755929223532, 0.14228631753202678, 0.5461174103196507, -0.17801111843422135, -0.4541136453973301, 0.21401260701220653, -0.1651747963593752, -0.3951570789353662, -0.044146613662087504, 0.23213581506366976, 0.15348512209312665, -0.09373633429445433, 0.08752836667816913, -0.014434331380597552, -0.24892402397705024, 0.07377936825713365, -0.4319968173777974, -0.2032383836266114, 0.03605507486831963, 0.06920209702863743, 0.18591181320053987, -0.03285435750413197, 0.07616226880055264, 0.332420308900187, 0.09498305525940043, 0.2450670132938739, 0.08677216815956079, -0.029766381036623914, -0.2727986671298045, -0.016728735892353838], [0.23506186916577756, 0.0443259018783336, 0.09031275449449218, 0.39419359230546086, 0.2922474909223457, 0.051843486773313824, 0.15891822728845384, 0.0856421104527171, 0.245729127173593, 0.2288956255742352, 0.09473132737528252, -0.4856158917171084, 0.5257949430794883, -0.2287252062955512, 0.3037013410717424, -0.14334162923953173, -0.32381681337469165, 0.005046842162506177, -0.1957372801772239, 0.05809951806573508, -0.06528614986521206, 0.3161676659855132, 0.38723074790390427, -0.2295377662871052, -0.15271648890218947, 0.07670071509481252, 0.06314464571384615, 0.2361454615113359, 0.18262715022606493, -0.09919690842856944, 0.13083469428258085, -0.22005528155888782, 0.2678986160258208, -0.39171379947370516, -0.15178417581546058, -0.1879124313589444, 0.06549804706702439, -0.14783438419689543, -0.11014510964248769, 0.026976880781699214, 0.1886409308406348, -0.554861087834087, -0.18818309930711544, -0.22671468384705565, -0.3410355361380045, -0.15965187611117967, 0.031194507180367582, 0.1084528250686109, -0.10124306322708937, -0.10681800279883541], [0.07220031913311205, -0.20857149599204786, 0.13957511403185044, -0.098109377635563, 0.25391426703152536, -0.12815068051498485, -0.003985831743083496, -0.31286376035954416, -0.15779764704176025, -0.4267834059605231, 0.15559186861145358, 0.3093192836595276, 0.02679925302874922, -0.41804871578594976, -0.206204743564265, -0.34324839394990725, 0.06829776283276114, -0.18273774723898273, 0.058086129034960084, 0.13407003611734503, 0.008174674334940334, -0.32592761583736646, 0.3938993200145054, -0.013235971226043473, -0.037458509489580974, 0.1271163667037856, -0.015764928538101294, -0.4814828567756847, -0.4231585737841414, 0.26686616340448294, -0.01029466197141432, -0.05973695061339841, -0.04236280166106229, 0.17212835193329512, -0.015087309136476969, -0.31129658531323495, -0.1470491033806956, -0.39291712908361115, 0.25850926363674875, 0.01159005491708089, 0.26466959612482, -0.19349393377187285, -0.13684000005764801, 0.21833964517269036, 0.015452431607494878, 0.3418720080944597, 0.07786933985852867, 0.13706971918384148, -0.05039562209158019, -0.3006868647289658]], "b": [-0.2122552405679734, -0.4419871783008531, -0.30161278858671947, 0.23317610304443898, 0.021976092295411063, 0.2937561004269934, 0.15185775888268704, 0.11202905607435786, 0.005048417764871332, 0.09613700905440736, 0.061158774626231746, 0.120687771424583, -0.2906760943078254, -0.07355483953299971, 0.13904912425750832, 0.1516627060992996]}, {"W": [[-0.10678894450362715, -0.18656804161432675, -0.13132178287176444, -0.04644850033268058, -0.13975484207468655, 0.006500200156357381, -0.3001574000308403, -0.0658023812513713, -0.36833554583024297, 0.38762035895017605, 0.011251229031789406, -0.07557015003864431, 0.14892009918501256, 0.3000748455173324, -0.09956961557741753, 0.058696723173474935], [0.17381864808618835, -0.07321852399549787, -0.026901991950944747, 0.15782905816705203, -0.17961796741721497, -0.12292095461149419, 0.12425149575559376, -0.0775259520495807, 0.23229605319388597, -0.3423066379210191, -0.41450569036912877, 0.14204939171365158, 0.14744594339151762, -0.006416686909666421, 0.21053645305701463, 0.003992512964921467], [-0.14141098888104212, 0.049219669594899915, 0.11667515164801442, 0.13847064081469895, -0.269160541565449, 0.028984640821787835, -0.13626099989724155, 0.22946266254199252, 0.1629346954653737, -0.05187872412320584, -0.11206649338012374, 0.4639223035378133, -0.27592839417677545, -0.2640096511740337, -0.43138189405037797, -0.3080672949041772], [-0.16307243082251666, -0.204773509096937, -0.06806234151208532, 0.1831343078016981, -0.48720436174817244, 0.08831034319330813, -0.01721685643715004, -0.029505342695482235, -0.23080066137357302, -0.14061147088349707, 0.05634027099717338, -0.19031389783144978, -0.1515120426233498, 0.30566811064542804, -0.16335749537172203, 0.09300459554478227], [-0.2319302882843801, 0.20640150300373497, -0.25139068171693746, 0.3449161512114221, 0.34385453601870614, -0.19612078911559094, -0.32561546166859423, -0.2886350093561297, 0.3810042072129355, -0.2737330443821908, 0.0809710757908081, -0.04726008565713142, -0.1430785525800083, 0.4183778965461261, 0.022042277323662644, 0.05241663908959955], [0.14293408388375228, 0.23097262356408624, 0.15018346607305863, -0.4582091841290289, -0.13373019172326708, 0.38693028419299497, 0.33078237814513434, 0.09944527111021395, -0.0020821309009916578, -0.08153562764948534, 0.5242224132066969, 0.04729298208946307, -0.5052468288051191, -0.433020968079411, 0.2116963650120528, -0.15992326694184975], [0.03529260051918195, 0.038700139465539345, -0.12143771307692285, 0.25009018199582755, -0.07678897761465292, 0.4791356391703518, -0.3030736697848507, 0.19621849456035323, -0.08362075033006805, -0.15011591469091232, -0.06756420046624462, 0.27221282165755867, 0.2597227526274939, -0.2662545012393292, 0.016110881744646033, 0.2978877498528739], [-0.26356179268648144, -0.1686606728584718, 0.03376086006102067, -0.6318289865277712, 0.034134278448899116, -0.25404724153299846, -0.02232210375089743, 0.26272201637608933, -0.0895430860888941, -0.6349789624703388, 0.2857807122201297, -0.045899260128874915, 0.23269598152079674, -0.08608289655729795, -0.24772793846279537, -0.037188565133248634]], "b": [-0.15842298770627128, 0.22345052960270406, -0.11371843702850636, 0.19529955165418073, 0.246636877523804, 0.24787943895542408, 0.20345133147805408, 0.4714514487544914]}, {"W": [[0.29489750355125627, -0.11310248509969822, -0.022731075093164032, 0.3919363990369159, -0.24240502219065851, -0.43654024721844065, -0.3479276064114719, -0.10267434838522674]], "b": [-0.5212389737610402]}], "training": {"phase1": {"device": "mps", "arch": [50, 16, 8, 1], "epochs_run": 31, "best_val_mse": 0.22717159986495972, "train_bars": 5722, "val_bars": 291, "target_k": 10, "vol_window": 60, "target_scale": 2.0, "val_span": ["2025-10-01 00:00:00", "2026-02-28 00:00:00"]}, "data_file": "data/mlp/COINBASE_ETHUSD, 720.csv", "data_sha256": "7df55f0071cad7155fffb98170121e676893c63b23fd56818f547627d8531040", "train_window": ["2016-05-23", "2026-02-28"], "seed": 202, "created": "2026-06-18T23:14:15+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 4, "fold_objective": "robust", "best_fitness": -3.32514791469855, "fold_calmars": [29.19613260572357, 0.46223955046333065, 0.7008684914974236, 0.6938055566987311, 0.3443176822509826, 0.0], "fold_mean_calmar": 5.232893981105673, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.14444444444444446, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.11800000000000001, "fragile_0_05": 2, "fragile_1_0": 9, "trade_target": 15, "base_fold_score": 3.6630257867739706}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -24.761556537113815, "i_long_exit_activation_threshold": -0.10277764406311438, "i_long_exit_activation_confirmation_threshold": -81.10543144531547, "i_trailing_stop_threshold": 18.57082824329939, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}