{"version": 1, "asset": "BINANCE_SOLUSD", "timeframe": "4H", "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": [[-0.20476504575229204, 0.057698052245992885, -0.25438337631925445, 0.09996462965130351, 0.060053497431846896, -0.17918386470029157, 0.04408385859037665, -0.12931440943283629, 0.17761307727129835, 0.19086585571936793, -0.06336470281145276, -0.0479900883907454, -0.04164101862829038, 0.05258371376653896, -0.05172106794276299, -0.21818915717382675, 0.003742356947895785, 0.3608767872693019, 0.19395922543561797, 0.12663779837084688, 0.22219058281022017, -0.03896814610020624, -0.01314677167423229, 0.10840509940711802, 0.2939279535439984, -0.3043658452987874, -0.34471250087232175, -0.04054662869422998, 0.23809900175159754, 0.279746100241696, -0.3102774724096941, 0.27966535031907136, -0.006309032455719104, 0.18240193411136613, -0.18738077144314344, 0.0730405013816519, 0.04414975593812703, -0.06671992676233585, 0.2717268154970158, 0.24028555068780177, 0.37789151453052305, 0.0717732088602147, -0.14839278876034043, -0.07234553738599064, -0.23637271072893523, 0.08713236061006327, 0.026360532846313834, -0.2755070731476038, 0.2894051988451562, 0.23617644752539171], [0.10692244619409386, -0.10976567314369771, 0.19067222212671636, 0.045459256121581616, 0.043746684169751776, -0.11043557774688319, 0.07344165266294503, 0.3450932375589897, -0.006600923374658403, -0.425970928117026, 0.16364332792395633, 0.016134066876875054, -0.023481545835646538, -0.12514009617092858, -0.08306865567945584, -0.004906059536292261, -0.024164619267212955, 0.09390868950950701, -0.015738042220547546, 0.31237393783194173, 0.16477316477943632, 0.24114577218008496, -0.003974552296575631, -0.15415828416381833, 0.050858864367135895, 0.17963114635195748, -0.15814008477057487, 0.04959132642235585, -0.15493781224625774, 0.17102156753638548, -0.035755027321411864, 0.1359182144061691, -0.25320106409752524, 0.3892629506093186, 0.08539207002061006, -0.27217978518643293, 0.13365425412910184, -0.23292867078321416, -0.4401114261196115, 0.2040423950356319, -0.5184777233794621, -0.4907204959403252, -0.11775409636748124, 0.18536384836920386, -0.22617006541461826, -0.01420139643729821, -0.12179606329549193, 0.11665211783244026, 0.21177667125562205, -0.35000567347079914], [0.11185712391347524, -0.2582858198181621, -0.007201275598855816, -0.006606799854091613, -0.36852351687281726, 0.10482573840892571, 0.027973508454051606, 0.1802230805846451, 0.3234807168132124, 0.10324988492372109, 0.0018692720204519474, 0.0126979461945406, -0.16349598393387088, -0.05370230072964416, 0.04861936616807838, 0.34253119187185743, 0.23833669133081067, -0.00822381526529288, -0.07557183628351202, -0.2572430311178842, -0.1532181677814084, -0.5722473262816825, 0.13650030394099766, -0.24756206125542882, -0.09269620808121554, -0.025771017638465094, -0.028943757925738882, 0.07193538394472887, -0.31786946118854353, -0.21016853230804916, -0.25165036447234923, -0.3655928880764185, 0.32672155961130867, -0.2077092661347674, 0.04734585537370965, -0.4205309199130973, -0.2413887206814123, 0.048914301490828364, 0.18264613157834803, -0.02468626917172347, -0.05410435191232049, 0.21539180903225894, 0.379363344546581, 0.19730677761816354, 0.27214103657721955, 0.25995663440193767, -0.3876219160379297, 0.15670495806054813, -0.2662889791030493, 0.008321901343209835], [-0.005109849502706182, 0.14813269577539087, 0.4464216484381109, 0.3988529398488343, -0.2591383524356105, 0.2460192447921199, 0.18964775298590172, -0.31932833463455557, 0.19087202207396237, 0.1158943317304457, -0.05723873681888451, -0.646698966351862, -0.06457901638005355, -0.13001448224405196, 0.24977645411688837, -0.3490090756346911, -0.31312848417366446, 0.03149224411318014, -0.054563065329906964, -0.1382369411020976, -0.02812180819484368, -0.18387909508410719, 0.18051578830149873, 0.09123952302886189, 0.00261218707191508, 0.12106788597681266, -0.0430130997230657, 0.16398422782981253, -0.06426616239095065, -0.44864567865737737, 0.18530182643338802, 0.1851828423480949, -0.037229068943480506, -0.14890346974509353, 0.47420497367167574, -0.04017148698890738, 0.3197537546192322, -0.19868673249993407, -0.25249085835931434, 0.1733576995344559, -0.054802547523180235, -0.2546548630517401, 0.1858262072278556, -0.10061766825374321, -0.23256958422104138, 0.2080285197489238, 0.038867604782444054, -0.06343118243757459, -0.05701444267742356, -0.07474206362925945], [0.15016514383754406, -0.32013837195871714, 0.0035180351840566164, -0.07540160686933967, -0.046198394512306715, -0.20969703864149278, -0.0018197033666268805, 0.07162300391918289, -0.33039850300203816, 0.2643252598472009, -0.05488755196021981, 0.32027613996832777, 0.01098593849377127, -0.025643762272448332, 0.01234521907570317, 0.23870446261948008, 0.04148045450187133, -0.20599602425801974, -0.1385180229463475, -0.2233749589872518, 0.3884640347239563, -0.09497877658867508, 0.2557603998896628, -0.05547095496602748, 0.06274129748261627, -0.3520674127407495, -0.18616256506250423, -0.1890999143302552, 0.14601141764069336, 0.2747723724041577, -0.396509250655272, -0.11815576659021207, -0.33096343197344213, 0.2893566336709618, 0.0908134080433018, 0.014015343420244023, 0.38021970628308027, 0.2517680939638167, -0.3138727052002643, 0.06923068611827456, -0.20339478070902664, 0.1785909643438936, -0.3734940672022723, -0.22651229179204802, -0.11852144743511236, -0.03202028225918048, 0.17492889268404568, 0.42111907055225084, 0.052143796222340145, -0.15236737765238556], [-0.451734681099938, -0.10985984135905592, 0.077100205625981, 0.35070690365381396, -0.2242777863038863, 0.06499635292412885, 0.3393227142079748, -0.24388395402260804, -0.008366009788178436, 0.0328641592843517, 0.12313293824992116, -0.08776572365779253, -0.46639757455780545, -0.05761929939689617, 0.06299838155554147, -0.28296879171545986, -0.17145027400183369, -0.008215564942116593, -0.09831363429639922, -0.11134824696079175, 0.15936123004938507, 0.2328984243216282, -0.07645540227573805, -0.12479483443809841, -0.07551385353965712, -0.10881748166272384, -0.08743689384002419, 0.061238244518745474, 0.11750318467772893, 0.30961633306166797, -0.15115622601294426, -0.5162911377197754, 0.1702747606771112, 0.2855487950132633, 0.4371769317585173, 0.12128263324165667, -0.16307046950911555, -0.03545416931404857, 0.2429645042680022, 0.19518846930341424, 0.055543676190740174, 0.10268659466569152, -0.05067648133526323, -0.06380584202028436, 0.2226149197415247, 0.22748196336404367, -0.027810315633661962, -0.043918350617077925, 0.15113158329334447, -0.10689680970291199], [0.2298148876467283, 0.0860886529467858, 0.03892344839757449, 0.024798634444233865, 0.4718454449412081, 0.20349837510665103, 0.008181179686391019, -0.02566985464209285, 0.5661708422880677, -0.014787617310192772, 0.2979992658564281, 0.09234760849590773, -0.1082057196591989, -0.036142080242295205, -0.10319919386177157, 0.12487247672589848, -0.28493123170140894, 0.05578664555015164, -0.067260038988493, 0.2483477692227654, -0.17093000638729922, -0.1777389855073734, -0.40518575338106005, -0.2946692719479094, -0.11059249303629066, 0.16121368272969885, 0.17567366557851544, 0.018863219256131034, 0.3140967545472922, 0.2374142112989531, 0.16808406073086213, -0.5672630501273965, -0.3621900357549234, 0.249350254538532, 0.14464583257928476, -0.05226623319225347, 0.23306871091119025, -0.1301113852188466, -0.25890265542334495, 0.38211568642984567, -0.13445048640902296, 0.12912574324952386, 0.22717932275174874, -0.02437677718009712, 0.03236191540308163, -0.32150259963903816, -0.0910317291137859, -0.3163107348830313, 0.16214337843701396, 0.218751647328564], [0.23812592152761794, -0.0058883473188946385, -0.15999345573389964, -0.08704969488582327, -0.2819972570108369, -0.4185230540638134, -0.3365868988203869, 0.1539527545888264, 0.17216972156104884, 0.023312519912891565, -0.1656503045834374, -0.03147035591850146, 0.0009555748092337711, 0.16996646854098246, -0.25861851344961256, -0.04449287291744989, -0.09186908686529667, -0.13807385584829907, 0.20429249326286325, -0.2069697081172762, -0.09527008473412071, -0.08072963498005596, 0.02592998783554904, 0.054990913278166575, -0.18740324302541472, -0.016709030234106022, -0.11863977767056914, 0.42442233167584326, 0.06934159248651398, 0.12575096285818885, -0.06772089285224783, 0.03203387154441936, -0.1009146763510315, 0.048445771334593116, -0.18821954144646044, 0.23046426965823189, -0.0011336144435798445, 0.2296131340531574, -0.05841224342662968, -0.2984423948087909, -0.21907612130971585, 0.456949167239931, 0.20015715085545507, -0.15544448693454133, 0.10307751848785814, 0.17877806104679977, -0.3773503026329831, -0.007670487370545331, 0.23668097399377963, -0.3985642683552822], [-0.07592379016335676, -0.4916070697850528, 0.2505714827770715, -0.00011910888426912292, -0.0636043265926128, 0.06108690174568798, -0.31630849220618307, -0.035209586813637034, -0.25879449751140776, 0.10888313619766626, 0.07813337492446976, 0.0977330031215574, 0.12459355571059658, 0.3064872646497811, -0.1163541758429712, 0.2795507267091648, -0.0694184504879295, -0.30124000099112497, -0.21112949685956817, -0.03783293254839656, 0.06352621861472091, 0.6193823143773853, -0.08743070736266399, 0.06718315065548354, -0.23665695760276115, 0.059783072719929053, -0.132030173763993, -0.09960239556487827, -0.20158893638369235, -0.2750408499274333, 0.1935178424935698, 0.40187586551153337, 0.29887017640090446, 0.05039904195428367, 0.13673348186236836, -0.06639387794245913, -0.2320642666717811, -0.2334325994491961, 0.20682066086268353, 0.048074516312218665, -0.00557128110470974, -0.44038681514035033, -0.07854374685110928, -0.38206816256055415, -0.05719672514389093, -0.1586540210024087, -0.011310701243171116, -0.3202786150067242, 0.004397296276182122, 0.19086630786615835], [-0.22457337049236603, 0.28634821488264117, 0.2161861737336938, -0.051868604950516345, -0.31671966549021313, -0.28085783897267125, 0.11196793681627995, -0.31341017411185057, 0.23292117065493864, 0.21856517434214032, -0.3467932831167392, -0.10492155550829158, 0.31168835083386753, 0.13755779450542704, -0.07223268547427554, -0.11479210742914943, -0.2088521416290015, 0.007521896148012222, -0.15398182937442273, -0.13230554201758438, -0.08581881968468938, 0.1177421349362295, -0.28663821012386914, 0.09149489329990042, -0.3712315023234173, -0.17632574525272074, -0.12355237694874627, -0.12279034697890964, -0.02825705391989294, -0.11511129483225288, -0.1356906947730729, 0.06575580702446177, -0.22458038916827103, -0.030757803326380846, 0.1243480318851087, -0.5173389182953316, 0.20818651615649358, 0.27704113042598877, -0.2252338945374141, -0.026405205969255816, -0.09970115033920962, 0.11004874673071463, 0.2872857690745207, -0.22686924760209715, -0.14191737880739003, -0.05844175484280094, 0.1812336328682132, 0.13039681806846226, -0.11375844354981934, -0.27152397088671787], [-0.07076256327666866, 0.12523381068124542, 0.43782073918660697, -0.16968716865945835, -0.19015842546586387, 0.023642326546981538, -0.22497724404984895, -0.10241951702540913, -0.6758932464587626, 0.32762553685334406, 0.3478118133227075, 0.0380374094659236, 0.31220022504550926, 0.11058544287041724, -0.0303166984557788, 0.14743327900700656, 0.09113158529350354, -0.1430932808331241, 0.45457819022534623, -0.033595755650545, -0.07169681960091959, -0.05257202811837408, -0.061047046200986874, -0.10893093468290838, 0.062101011066653035, -0.4739743145919783, 0.06418606030783254, -0.06982790934687055, -0.0887309792683605, -0.10420978757709509, 0.07532400035971717, 0.1424671935218744, -0.3099091297077094, 0.13589305600189389, -0.14449221296894044, -0.0715992675842515, 0.10766867269542188, -0.24981331633492002, -0.028860833102384423, 0.16288677501730936, 0.12364878229759763, -0.05797358786016591, 0.03188982883718608, 0.02392554596347972, -0.16168010951734607, -0.029521893105814448, 0.11130489873005367, 0.2656737741377672, 0.12225522138919494, 0.30161119371736633], [-0.16327368302106227, -0.18940490599768978, 0.06862800286641087, -0.0674773943051203, -0.028018337841327318, -0.23865793633804838, 0.024725845921515745, 0.551212301160007, 0.04868798711445748, 0.03802025218413712, -0.1531714985354699, 0.37559786754394187, -0.2708122277077825, 0.29050302636267633, -0.14666888405048625, -0.13897607372621593, 0.23344824126175348, 0.2988308680394841, 0.13329289780159045, -0.03310497465629256, -0.24022281325775202, -0.27584850232574026, -0.3237596590140813, -0.1346631253649549, 0.16381171274382236, -0.36054872762947676, -0.2220468260952156, 0.027607234599709242, -0.052542563536647366, -0.07909334329181927, 0.19218616870589458, -0.04799069909299851, -0.3175428221582348, 0.03222054230224823, 0.029298790467239738, -0.155443723284827, -0.13853346788602622, -0.07794743467365925, 0.08153766166842251, -0.30885890312102426, 0.16672728480417934, 0.24303321468648975, -0.059333815702350384, 0.11708172148619338, 0.17844149046222946, 0.01016618066126123, 0.1822251291338036, -0.09142287640666968, 0.42009125443779427, -0.16154931555093444], [0.1145645230264245, -0.1621772498696195, -0.21284067358892508, -0.03758454361568714, -0.10067344604390936, 0.012204120719181963, -0.2200923789682782, 0.5317078078341985, 0.1255419962325603, 0.33335432146639715, -0.09776211640235696, -0.12956668578381625, 0.055797495410803914, 0.003854162902765524, 0.16460091281296163, -0.2505223530943988, -0.08905256497855506, 0.12743206574054994, -0.10669347243352133, -0.023237061155750124, 0.018994069355962463, -0.1504748936822628, -0.45641186051269267, 0.06928703338529305, -0.1481979623293369, 0.3155806755742246, 0.027146687311321374, 0.04162061008105997, -0.14160141673608825, 0.2752607306675402, -0.3419722914627145, -0.22073234925318777, 0.1688237314962656, -0.18454576810203854, 0.08389314281379306, -0.10887143758576434, -0.4491258446987771, 0.041026016797649556, 0.2950058039496087, -0.07324340032962932, 0.4142987991542173, 0.31767333719140234, 0.47459777779124945, -0.3328713064231138, -0.09215318880696977, 0.191053369567733, -0.10209340243910567, -0.12636348433707403, -0.013662247455421252, -0.23545591168184182], [-0.2360521160437699, 0.1570032009812024, -0.44738407610565073, 0.01606148291853989, 0.11276906424793605, -0.09905001300076618, 0.13548349192901796, -0.11549189200408831, 0.33802438574097476, 0.15990760134294907, -0.27413188309222486, 0.07127683178612679, 0.23985674627883002, 0.11236769567605437, 0.260825604074308, -0.0849086671478625, 0.1258853391703894, -0.18950509061581877, -0.10054843489155528, 0.005245398609495008, -0.150390683486715, 0.13759362615803786, 0.21251287320886308, -0.15934112859634586, -0.3349662137048593, -0.2735545135702393, 0.15038488496009342, -0.007820698592924565, 0.15159791803566394, 0.2207798148671471, -0.3113692184061141, 0.23075103151910714, -0.2020162487870323, -0.4238378157288788, -0.3497297984588362, -0.2052940457550878, 0.1836738676767632, 0.013955315432026355, 0.3005367617740056, -0.06540263139706783, -0.13997476723356994, 0.34856825647734735, 0.0015025914994455623, -0.019201163624842775, 0.20870758446110188, -0.048639688376016406, -0.13869659785563945, -0.17135484522768848, -0.07757946170647408, 0.14855522339172225], [-0.05501246940679449, -0.17094603544781123, -0.20344572553484852, 0.4243690251754994, -0.13891098167574026, -0.25155604975299295, -0.19874014830359357, -0.10766288888190716, 0.18390396451903934, -0.24682097385369958, 0.09321303008843002, -0.024839800226584847, 0.0684745171737399, -0.11075998554368291, -0.21913037357098822, 0.07139766955804655, -0.05256145928927801, -0.09397976723318088, -0.19510916187202865, -0.19545360950828827, -0.13718757923462446, 0.18434829916034928, -0.13839391876122797, -0.2395614669326381, 0.03586724929196573, 0.1576817783409276, 0.4335003200084331, -0.5117511728975743, 0.043534954877505076, -0.13889427272643706, -0.13443776639075328, 0.12681138825174038, 0.002985396394103418, 0.15446193046700293, -0.26282352234269607, 0.29537457005268125, -0.21596235071136932, 0.14058026088615372, 0.36837747205446864, 0.04753585381394519, -0.13259230131167635, -0.015051520055248426, 0.07875840265819924, 0.30127267345637126, 0.12591937481447504, -0.07716118628353735, 0.10595797763610168, 0.15561327251568938, -0.23541376464610875, -0.12587268584925962], [-0.0871291529838348, 0.421450785485437, 0.16058661639849575, -0.0035812179392079114, 0.03221584674336165, 0.1188354448494058, -0.11391361403499838, 0.16243844248552758, 0.3091587293926271, 0.11501225769920473, 0.33711583454386806, -0.31082734473021956, 0.1244246805857017, -0.13435341552984065, 0.06467722393562039, 0.06055532154583074, -0.33159093886480434, 0.2350207295244354, -0.11812012897553266, -0.27344365588026553, 0.10208214846030798, -0.28435444260569737, -0.371966899087321, -0.30962021256904937, -0.17918787780247164, -0.47972858842775795, -0.3206262843914516, 0.3756521667058734, 0.30494978944439655, -0.09045692896765378, -0.4144699426492235, 0.12588126711508896, -0.0106835991380993, -0.09847432485435448, 0.6726049286399934, -0.005889562933073314, -0.03248518472155522, -0.26246905650388636, -0.5586885488536214, -0.38117694764087534, 0.2214079007936066, 0.4180011419128381, 0.001133528957598314, -0.13144998184857196, 0.10466962543160732, -0.1301556963990791, -0.29333905761221557, -0.15952564592131158, 0.2232884071275995, -0.09389320882315308]], "b": [0.17400894045870574, 0.14263899985154255, -0.383260600870149, 0.025138105981513226, 0.5847197467735916, -0.2139367451067069, 0.00143559987696993, 0.3138337873782312, -0.12716818135694155, 0.20426418210543093, 0.35739458942753183, 0.2558148795816237, 0.004739576023869086, 0.0020871701776192693, -0.25021680061265317, -0.1731632000962225]}, {"W": [[-0.1603170927989651, -0.2045571424541208, 0.1643363883939781, 0.08462727607199702, 0.15439783688638486, -0.009938765548655554, -0.1392753937017626, -0.4426763101714385, -0.17243575931928723, -0.39298031086743146, 0.23547150885254267, -0.07916827855096609, 0.01574051829314712, 0.06197546872685232, 0.0017702665978139957, 0.039901552636194736], [-0.25010923692480935, -0.14903179436216385, -0.1316048934695503, 0.007185516501202338, 0.30274717851847105, -0.09973804680533971, 0.05709039156854447, 0.34536802281247575, -0.2560700600104726, -0.197362429878085, -0.12229078167835496, 0.18622004237575257, 0.019336223097864473, -0.008582759771951214, 0.44430904135344684, -0.02191808250158989], [0.4736470016360736, 0.19501318361472597, 0.20441642321115686, -0.11566270114520837, 0.41452952984632674, 0.15509385059213404, 0.03845672454103516, 0.3603939239769249, 0.16616621716370641, 0.14632444281111465, -0.18301331641783705, -0.17404824897795698, 0.01649703948213908, 0.16815097281849387, 0.1393015514313085, -0.21882957715003637], [0.03093155372285964, -0.1359451124608983, -0.4575765493708981, 0.24851845129046465, -0.07164435757457527, -0.20620263496305102, 0.16704871351654652, -0.07267075701979281, 0.31212340534282185, 0.21390976021937125, 0.07459261724499547, 0.1392465241266125, 0.3495895394060722, 0.1456239637199135, 0.30585673902357974, 0.22780991426068328], [0.39130697477057896, -0.2248148170972268, -0.09593946385947069, 0.24710386900507458, -0.4209859595812957, -0.06890174568106991, 0.21960828987028014, -0.5538767230171497, 0.3619624942060679, -0.264761470094765, 0.3039756411136689, -0.24635181832756903, 0.5603148141212981, -0.07041390662597193, -0.6004943427019159, 0.3569569616812604], [-0.07080581906728747, 0.19101390504567353, -0.21811480160014524, 0.07337666287612901, 0.007345353577766452, 0.3257757298749267, -0.3399451018439701, -0.4608212104073463, 0.573431284220823, -0.07384478821081093, -0.14313293821718942, -0.09523896562347535, -0.2500930354512412, -0.0761971787298795, -0.1620421853765887, -0.31178470152559196], [0.2127370914597939, -0.06919393863108286, -0.1233811908877232, -0.4468247384527335, -0.07703991417780925, 0.013054901092786245, 0.2122829727649626, -0.0700376810063628, 0.23021833149016638, -0.1162738781192484, -0.18928439322416948, 0.24948237878175708, 0.01248156424232539, 0.1865095422068872, 0.11023730624681054, 0.003856169477263187], [-0.31956365092875844, -0.31138010308898845, 0.5029045181826541, 0.21216111379978422, -0.23337868134763817, -0.4128674229246393, -0.03149493908487137, -0.1560288390561316, -0.11862526158497591, -0.1054941380870062, 0.009530596985471703, 0.29426661182003305, 0.08063739367127809, -0.6079399600326308, -0.26933719466019657, -0.27373736118637115]], "b": [-0.2993831525883044, -0.008804524641048243, -0.05262292306798569, 0.3599429008635927, -0.18345169826625846, -0.20805009218017018, -0.11040630448642366, -0.39913765213092]}, {"W": [[-0.013529837970917155, -0.06402212899914785, -0.6100557475434587, 0.004637998863552808, 0.3468876768811862, 0.26377873226353027, 0.20462448378721373, -0.2837936003796425]], "b": [-0.5743751935505994]}], "training": {"phase1": {"device": "mps", "arch": [50, 16, 8, 1], "epochs_run": 28, "best_val_mse": 0.23205122351646423, "train_bars": 11939, "val_bars": 891, "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/BINANCE_SOLUSD, 240.csv", "data_sha256": "da1f9c9e1702778cfc810c1d9da3f7d881275e1479d72973defb53daca4acde7", "train_window": ["2020-04-10", "2026-02-28"], "seed": 101, "created": "2026-06-18T23:11:00+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": -0.2890345486119677, "fold_calmars": [0.525449909930214, 0.28534898832609057, 1.2015431255279325, 0.08029173736542373, 0.274223298030184, 0.21799572645590695], "fold_mean_calmar": 0.4308087976059587, "fold_min_calmar": 0.08029173736542373, "robust_diagnostics": {"valid_folds": 6, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.0, "trade_penalty": 0.08888888888888889, "negative_fold_penalty": 0.0, "fragility_penalty": 0.014, "fragile_0_05": 0, "fragile_1_0": 7, "trade_target": 15, "base_fold_score": 0.32565367953379815}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -33.52297330871046, "i_long_exit_activation_threshold": 10.731527205186541, "i_long_exit_activation_confirmation_threshold": -95.3048965243458, "i_trailing_stop_threshold": 10.215218037400815, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}