{"version": 1, "asset": "COINBASE_BTCUSD", "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": [[-0.053109193315028815, -0.009077225194101438, -0.19836023349706275, -0.03515791783952814, -0.42000141743626573, -0.3802249040183286, 0.10287586905449689, -0.1578395822285423, -0.07834489595986922, -0.16676536348812207, 0.38199101732273105, -0.047306647862155625, -0.21141677661171127, 0.16330264691129528, 0.14541778338477274, 0.287260893723033, -0.005044971363656014, -0.1492478509961424, 0.07342347656367304, -0.1775946521904513, 0.06813957114257727, -0.4914136343293697, 0.06424460450565098, 0.2318086317867366, 0.37796853740645575, -0.26216783312250147, 0.18237299497192921, -0.051367369188455664, -0.2103017392901859, 0.11377547147127884, -0.06885812541719258, -0.013298509333792268, -0.13516033865467983, -0.12173764986296591, -0.35688319248562855, 0.12252159170007414, 0.21426126751698385, 0.05628055468386006, 0.20705345804756403, 0.44457218298467627, 0.22296163712324482, -0.15198689975195895, 0.1671023373484385, 0.005809292220015478, 0.1429689831502115, 0.5010242405325966, 0.31177104632390434, -0.1339124772771122, -0.2754837838066613, -0.30297897375481964], [0.05005737161575974, 0.22588432887581983, 0.05049617088607379, -0.19385107107421914, -0.39072749066974843, -0.0724106884589933, -0.19481269419135874, -0.24650957875890417, -0.06696265626952262, -0.10560511792365926, -0.02713578918813534, 0.1271603878315553, -0.36932051007573247, -0.04271255615740098, 0.10474958572737648, -0.11902441301037955, -0.15419097232651677, 0.3889366078143234, -0.10573870189318343, 0.022567788246923286, -0.2990704575333477, -0.46239682808102156, -0.13231301690454206, 0.11261234241960172, -0.1327226411690675, -0.2188870945789828, -0.5107215536729911, -0.01710830539158336, 0.059606119127485924, 0.03944213222187557, -0.05529369277612261, 0.22066319523960848, 0.21997493926683848, 0.0073727132509476545, -0.126119513765419, -0.01999887655029938, 0.1158388174642966, 0.2418438634955186, 0.0522139553956629, 0.5982956267381697, -0.19344545531251206, 0.11825727157592714, 0.051100614763414806, 0.24965221317243702, 0.11228465656090052, 0.2742303151673365, -0.02701391710853213, 0.06968225078374965, -0.2644007982853196, -0.268008519602374], [0.19021791698941387, -0.08163541942980085, -0.4458977742897874, 0.020002475750371475, -0.3244022094639315, -0.43753527020729144, -0.02781764178374746, 0.15584125512006852, -0.19180337617729462, -0.3742891191857752, 0.07426331516923511, -0.03483727356007259, 0.2830408283509633, -0.07818230870928865, 0.03938667599884496, -0.1888886304567513, 0.08787239664642868, 0.2825224597362785, -0.2820753075199529, -0.0004714419747763321, -0.11148961514055528, -0.10604950603751327, -0.05518838811247109, 0.14716609663130964, -0.26525102645577114, -0.18213869992266926, -0.44874986391673644, -0.002893051714608172, 0.10112675278335119, -0.09748875989841362, 0.061154177319790226, -0.3366534525892926, -0.08486000119219947, -0.3262274641525061, -0.13060411663453353, 0.07741551177859765, -0.2992104246206948, -0.43107079704080775, -0.27352368406552574, -0.06955117972164677, -0.08227994227147127, 0.13402392600452476, 0.0990701867940151, 0.13605972610391323, 0.1340863501629174, -0.04339667408584014, -0.1325357315936654, 0.08868609129290514, 0.08625953466653702, -0.2572102963209204], [-0.19494240993105932, 0.2758623099846134, 0.012811183964842612, -0.2340917499384589, 0.03137110170540943, 0.1867647672708172, 0.0844310298894889, -0.02175228225723721, -0.08777349792168108, 0.08383998659075648, 0.13594313195869948, -0.5022816906897948, 0.0731836742188792, -0.16143478561401195, -0.1780089312997407, 0.38433667531122157, 0.017996894295424712, 0.30289858584185475, -0.1730229898496617, -0.016907726674025843, -0.13590781757703552, -0.14262834369117797, 0.23592574561321258, -0.04134089823547142, 0.1670560969182027, -0.15346112941690768, -0.07974936633511216, 0.18732870722786965, -0.09975936862391033, -0.12091184440117939, -0.44336149035196953, 0.0060600263630444014, 0.23771147014741117, -0.088119745403213, -0.11039614561396129, -0.21619764234392627, 0.10428880162905316, 0.6307931888179421, -0.20299332264130654, 0.23544019704623037, 0.27567847235020454, -0.01993003435136463, 0.40452356167229414, 0.05700878391375666, 0.39399976726664465, -0.09756976670230967, 0.028554477844304677, -0.296269903972334, -0.08566179285668682, 0.11105376379138682], [-0.008410756069521458, -0.23743137548018223, -0.29627853122889575, -0.11470305967947071, -0.08251906473620936, 0.18296074598474593, -0.16341005416336044, -0.2356739326421961, 0.1353785459917605, -0.009112530248546554, -0.01695286677041874, -0.009828572648702526, -0.023647875453611703, 0.10376708695406572, -0.07122012062433761, 0.07710166764789882, 0.31229579381870787, -0.06473759535728635, 0.5061974920853619, -0.15945881513125912, 0.2889392399475108, 0.0027733737358411233, 0.20802679785765915, -0.053250454237000894, -0.2477865931389115, -0.27810951603982376, 0.02128401127869669, -0.1883918437543963, 0.34705003261620065, -0.08361776210964758, -0.22599644932807575, -0.17649587644927964, -0.09765469931797541, -0.07955902623932698, 0.2331289713866153, -0.1316054587723872, 0.29171846747269414, 0.2532121836817118, 0.08662011013576754, -0.07892344436196003, 0.2561857856959456, 0.2790245961446129, -0.0829940810601027, 0.18719339292557988, -0.031468031435488, 0.29576223347222913, 0.20467238293143608, -0.10639894822342, 0.10382072465405026, 0.2316062056666949], [0.3374692474408698, 0.48676685318959184, -0.3662239165560564, -0.0844280393813229, 0.12122652128714512, -0.06273278026097558, -0.527778499348043, -0.25386826790698835, -0.1397374705034466, 0.15050518577273297, 0.11978928097470647, 0.0811328948134384, 0.11872303270355154, -0.3208441003623736, -0.1290587318088309, 0.1107161866217049, -0.3374846614429876, -0.009876187212502045, 0.4141846726047651, -0.36190632787605126, 0.049541147141816066, 0.2568618127669481, -0.04644105392173534, -0.014416721196762537, -0.19947518993408758, 0.6638306659112763, -0.09996756828284845, -0.015253878802761064, -0.009222389584905344, 0.5935689595774618, -0.01301188630557458, -0.25866469570529715, -0.26495931775257775, 0.05525676581248573, -0.20561537003759622, -0.29362660224971443, 0.41149100316546544, -0.18264209031750817, -0.45881409424429453, -0.12040806508352614, 0.14848418924237755, 0.14461195902192892, -0.24397214580775017, 0.12448275947052187, 0.10471534657207314, 0.3145396853648434, -0.11158261112172674, 0.02499324067914454, -0.19509182988440976, 0.31868695544624187], [0.23846363108615384, -0.057769082739115754, 0.3026330431896358, 0.2548575166101704, -0.29099688699857007, -0.34461371352160347, 0.056898368625297166, -0.22506504233694585, -0.03445366279814595, -0.39282661099434957, -0.1796542710432244, -0.24297163096233015, 0.4009250868920028, -0.21295404065789195, 0.3272211422376802, 0.09841266401593238, 0.038634974974499844, -0.09496669915626403, 0.47287807312099706, -0.046867648915597415, 0.2605578041236695, 0.039412931250232965, -0.014416795675166398, 0.20646065034933087, -0.07545007678140475, 0.11397642586594804, -0.23539801711151934, 0.03794387310379034, 0.3764188685934162, -0.24067063766977204, 0.22761510114265504, -0.21849673894089713, 0.1639400221542339, -0.052817600752239915, -0.3273561021716689, 0.15377828719216508, -0.11064902636635664, 0.01629148508321815, 0.5351419415420694, 0.004495291148461733, 0.32891188310485164, 0.0768936383225654, 0.02939507067294604, -0.22545652010142675, -0.21712938117761982, 0.13059381427867223, -0.11460283549820316, 0.0443937967214543, -0.059646159706582345, -0.15881610191738713], [0.21092788598010184, -0.4566428282149837, -0.08257616709472357, 0.019330545741099936, 0.04551950287584189, -0.5020060269536538, 0.16657804405903023, -0.04393316282823702, -0.12313565530304027, 0.15305967550681704, 0.3009387093975216, -0.3140407866905194, 0.13733373364397436, 0.02571384586020037, 0.4255237352358357, -0.011843994508428615, -0.13970566150193406, 0.032415033518037276, -0.34829001536057846, 0.589145218032598, 0.19428165047624596, 0.22691843499217473, -0.18323585364125977, 0.014702889992986752, 0.009035463189927997, 0.27965138988907834, 0.599307399400538, -0.07369991109720514, -0.018252173266941462, -0.23674334667938482, 0.4532862292766467, -0.24062831119052772, 0.4389574129346524, 0.029708112773680573, 0.2942643527973616, 0.1105265593307147, 0.3411508188768026, 0.09297932767408373, 0.3975589696006789, 0.18828237807875672, 0.19006302415685092, 0.2198681865690295, 0.1887636882773759, -0.33214836717166063, -0.05226580981108231, -0.18115394457955886, -0.052687036708568814, -0.02843520000329606, -0.2827764154355603, -0.4066709868452046], [-0.35937061210244364, 0.11755213076922162, 0.011747060850407349, 0.08287175143535191, 0.19457622122087753, 0.3053846696935656, -0.3387981255578782, 0.23025801399894527, -0.3386899949687131, 0.003236293340628943, -0.02155800162503368, -0.3027146576440603, 0.13670271281138766, -0.05624374251146844, -0.028507641979220268, 0.18736649265485358, 0.046860747371355115, -0.0020480730406781484, 0.19554714012187288, 0.12980304020522726, 0.08118713846811362, 0.24291343743989513, -0.18254148080911406, -0.2900864497441413, -0.20355826871713661, 0.091436866248349, 0.049109103158852495, 0.0774830244708661, 0.26684723400196797, -0.15042648958005805, -0.10569421162806483, -0.39663056262471685, 0.11252758367934836, 0.14727964373082453, -0.08876656951740738, -0.01564093549663978, -0.03774282938462349, 0.3278065539162556, 0.43581983451676765, -0.010990370834919314, -0.027015740804921633, -0.13272521247781754, 0.08108744049576344, 0.6291542715909562, -0.0576564429929288, 0.03158386977850233, 0.19609363600919327, -0.2810014420165337, -0.3028923056462997, -0.1765237725236644], [-0.15426347143216934, 0.3478142238118705, 0.1666417630825083, 0.05622524034969932, -0.0924653829418553, -0.5059030666595128, 0.06247379313146055, -0.1735690099578188, 0.2292996513111913, 0.0066667783016955695, -0.08100827073440109, -0.19064486175660023, -0.25563370527477464, 0.09940039811925051, -0.045372578417279166, -0.021217819004897227, 0.07505383093219539, 0.14706635381635436, 0.17434463701678135, -0.10726553395659491, 0.025331266526003083, -0.12400817296110499, -0.45196810606790794, -0.153931872386053, 0.44801487632165293, 0.10636966860633548, -0.22969980303339424, -0.280217796904216, 0.06734711357178248, 0.15459279013003316, 0.3182470703405261, 0.16079472799325692, 0.1450622792117892, 0.10812149456393211, -0.1117369779968918, 0.12200232608469985, 0.0024329221945512663, -0.10749163379073938, -0.026769653314124703, -0.19533693789280468, -0.14539563137668587, -0.143882811457939, -0.3674120314748064, -0.6743960445292848, -0.17232603270650432, -0.06148184333056189, -0.054233697611752424, 0.48715367543714094, -0.08433699038927138, -0.10361172500951833], [-0.17428963229586336, -0.07341807895141984, 0.061447494199869106, -0.5742418499301248, -0.56976070693891, -0.09743609169828263, -0.04638532599678438, -0.25553741940754826, -0.24044833537902158, 0.07938231195825782, -0.11044783617088276, 0.03404031390714104, 0.12108786651828808, 0.02673503376269893, -0.05556842375425286, -0.02650775712637305, -0.2475876311037744, 0.0668968045464553, -0.23441640992272667, -0.04905521715014186, 0.16951252444653847, -0.1750087439594927, -0.0950831446770203, -0.05704008865293553, 0.05609652752545477, -0.3056122256186089, 0.3969501836302056, 0.32382660463698987, 0.20884565673481467, 0.21022710707973524, 0.2431751523469562, 0.06491060532086611, -0.35224821510207954, 0.15919529128446525, 0.19962114297921932, -0.22532540918034716, -0.21397689848350218, 0.44362347102484545, -0.19851458134058275, 0.15521544120207884, 0.04100172760078183, -0.272810022005365, -0.08551419593464184, 0.18646660418251837, 0.25091540497706527, -0.0657717012645933, -0.3410522982600014, -0.1926569897909355, 0.16375801461741116, 0.11976872031678298], [-0.4441206409803158, 0.23778261828515126, -0.15615238025290318, -0.36589575749517, -0.10810126492716877, 0.07238247152689953, -0.09527780184641267, 0.03390061461305576, 0.23384248565483132, 0.03876898373467359, -0.27725516606908873, -0.09436686905723897, 0.3326732471838304, -0.25952166311134683, -0.18823569347224534, 0.025230385260228114, -0.016941440622513838, 0.14539800176221865, 0.029936771379158334, -0.08933652928139629, 0.09618850487978031, -0.4734883462451197, -0.32825502878650475, -0.09071826267455992, 0.21867693331912824, 0.1545937894921223, 0.17600942435875525, -0.334614118123349, 0.19506146788678394, 0.09506684447584568, 0.011780019264622814, 0.006909056682750617, -0.12390848587065106, 0.10608573952555803, -0.03934871016658677, -0.06740154985743317, 0.31874372342750207, -0.089459492153054, 0.18490694830994725, 0.002461022603009011, -0.13736078116586284, 0.465528140286261, 0.16403661070223832, -0.43362419961898097, 0.012847713107971748, -0.15102843687044137, -0.219639658766568, 0.26985422513834634, -0.23863237695203057, 0.2667033453746221], [0.5546461821210668, -0.015298159178496099, -0.009672219787099402, -0.16139663403907098, -0.1840698130181364, -0.4545280125805424, 0.06942583813978331, 0.052490392925692325, -0.17773452757540192, -0.26708486685248456, -0.08708325651800974, 0.6048544032938996, -0.12552501462046337, -0.05370308342758533, 0.008225636723802315, 0.6235992490831741, -0.2632839541470622, -0.3273227709001981, -0.059791971955406406, -0.18493290370294935, -0.1159567770537607, -0.0990681458743053, 0.26611734361058725, -0.3554189581966734, -0.1058129842111012, -0.16194313580227396, 0.14973941417336428, 0.30607047176187513, -0.18320103287139716, 0.10415215117048006, 0.11381163621048643, -0.04627938015310538, 0.04503367860937188, 0.14847602915042926, 0.06465211864049374, 0.1281002691837737, -0.01990866899206069, -0.4564220756431651, -0.06859817535885916, -0.0015983168264798718, -0.15136078528232247, -0.298602049416885, -0.0950464191518464, 0.012906221544263435, 0.03659992463176782, 0.208541893120638, 0.13260204751544946, -0.016006548904210688, -0.2532450545759445, 0.4527148196169465], [-0.3896555222443189, 0.3359777561213348, 0.24069479370367491, -0.3346816656011404, 0.565765960268756, -0.01326270751842324, -0.002799636337207409, -0.05956306601732933, 0.22712245626394964, 0.04020435803381934, 0.015734574241972984, 0.3411176958334276, -0.3941355036932497, -0.08418717012139662, 0.05553053203553589, 0.31680089657002203, -0.10062661819872522, 0.2096332043420026, -0.10180603525829787, 0.014643170415583252, -0.41808290828302413, 0.04428640207750138, -0.1739018156705654, 0.2606610148473743, -0.13019649612440287, -0.004016467359631317, 0.09701521247324287, 0.13130514217976344, -0.1072833949974824, 0.05227478849860398, -0.2971278969511632, 0.011546701221107881, 0.063786474560117, -0.4302742419667206, -0.10342112099303588, 0.04147450625410351, 0.027243959469936883, 0.21071573606478056, 0.09386431110338325, -0.02516161527668881, -0.22688609437990412, 0.0033371944773203516, -0.2516214249011577, 0.28155660643065855, -0.21194148149977898, -0.37510088809852243, 0.024596432569726854, -0.261127542913436, 0.17446546321392242, 0.04620400661617435], [-0.1814176166991483, 0.047533357639846466, -0.011823497782077013, 0.10542778721937483, 0.2849905916247152, -0.042351231403693214, -0.01219195809976235, 0.10039955784094343, 0.03927817326366075, -0.2067118050820244, -0.0982023181134365, 0.5520402166077286, -0.14548181427346982, -0.13996235792022665, 0.23536466007715512, 0.2735906554300723, 0.32263675224251726, -0.03329647866253659, -0.08918336983995248, -0.06821184491548618, -0.3112274015891567, -0.031150208643205744, 0.3740033453167908, 0.026396745914916406, -0.32637428621173403, 0.4453091453362987, -0.08454393829880125, 0.2007271217873966, -0.2234273049611735, 0.23349313595496654, -0.15264351814364313, 0.007704995866625248, 0.16782016500312752, -0.12281650705894932, -0.226058419396138, -0.02093547043757482, 0.032228928513836644, -0.06299369623676623, 0.09361171008417006, -0.253683770481327, 0.15058433268308732, -0.2801468536856667, -0.13203948397060988, -0.20682980960431793, 0.12671613476732116, -0.03597317775621187, -0.17217057078292825, -0.13367047703888055, 0.6873466806444738, -0.3549665973560842], [-0.05324150209152321, -0.06408439948289926, 0.04357703819240454, 0.1119870529391318, -0.061104166590718274, -0.03170027435154766, 0.25158723244283815, -0.02374750275215959, -0.22974826443581098, -0.018461727170230414, 0.038832662676555996, 0.08789921237168075, -0.10757478294785451, -0.15100134483555072, -0.006261421698170365, 0.22644908321022209, -0.030119725635447646, 0.23739425648787718, -0.1743691227287126, -0.04167822295330244, 0.061242561645110154, -0.023664550646581017, -0.12910188493792954, -0.11333516141658957, -0.047754131130764585, -0.1278507764764, 0.13302221075335113, 0.22681488299611444, -0.1324354034744309, -0.20639554725488182, -0.04673070775942614, 0.08866895978505966, -0.08901230140574475, -0.13020046524673998, -0.015318605923724991, 0.08910392461394455, -0.053394201554092816, -0.14891265120357122, -0.30213483907521704, -0.057361158189708834, -0.23439897426058873, -0.24288624720755086, -0.10620082141261063, 0.24543365723035251, -0.10313361628433369, -0.4860843384668457, 0.2661778057289115, -0.02094936288952492, -0.3284156387951134, -0.44092914075241074]], "b": [0.20881919437518096, -0.1891327678940965, -0.23105894598855842, 0.015057794651973934, 0.36182419216675715, 0.14584384727599814, 0.0011305929359764072, 0.1788237494946449, 0.2374477892400794, 0.2270955528503198, -0.027632650840248914, 0.384460898400325, 0.4854076297261849, -0.22160901208441008, 0.31647866558074134, 0.24420069403563177]}, {"W": [[-0.0104685093303012, -0.08612108459843307, 0.09689444842489345, 0.18577216441676964, 0.13023232036368396, 0.12261307048775281, -0.035907133956259135, 0.03301152388256659, 0.09814257444662854, -0.385641541924084, -0.0010031976009391014, 0.06211909186499676, -0.22776785221706325, 0.06674645249225429, -0.5543468050780753, 0.3553026443941018], [-0.12658026774353323, 0.07005199483432943, 0.12895877586273136, 0.16394721671558718, 0.24713448750070213, 0.09579888906338976, 0.004375427286572382, -0.11378196256977266, 0.12624031292691004, -0.41247011253432736, -0.3710665573927613, -0.3689441011968267, -0.18819108958917427, 0.15541479669603367, 0.0379248801924466, 0.009312847829296138], [0.5327224444635071, 0.0049655385971033375, -0.7383368538162792, -0.042633839424390634, -0.06012815870748128, -0.46779452118794723, 0.21961634398099453, -0.0031379088156107127, -0.08431686405064948, 0.09189397717882004, 0.41597975033541107, 0.001145083710800316, -0.07691124480429053, 0.25617591830961367, -0.14395606704650177, -0.8373635905051949], [-0.03502177030717057, -0.2586688745427709, -0.002981315126909273, 0.18112366575055314, -0.1768671305070618, -0.2748914672200434, -0.21621385024287543, 0.5860226250965102, 0.11356640205467047, 0.08141502270999486, 0.14730078155982, -0.14567127069118013, 0.014425473268332552, -0.09548555246877814, 0.011716846173828142, 0.044760134708014675], [-0.038099895267266384, 0.41843693543249716, -0.6114720150426965, 0.01747786209570693, -0.045818063697971895, -0.2237554873195093, 0.5168752427303486, -0.4131858060601528, -0.06706754681360243, -0.31622494162149684, -0.42863191616838436, 0.18834332935508322, -0.060121279831827926, 0.2024724235133321, 0.32843244660129406, -0.027357297884644277], [-0.006453124385520497, 0.34560812987145706, 0.017141556105290737, 0.09886723849620621, 0.09123996756862178, -0.3207768060966566, 0.018286727384882573, -0.10701991480759106, -0.35829096797073773, 0.5982597807498523, 0.14818299862484302, 0.5836288367364589, -0.24197270829358108, -0.06655796756862253, -0.027724402055580348, 0.29111747756960815], [0.20336434960461647, 0.1376959889495537, 0.45848662682897345, 0.301825299116915, 0.3728659230650711, -0.5498068563409276, -0.31781223490760285, 0.034074135186027366, -0.1383152675256315, 0.2177770189262005, -0.6571356560493165, 0.43703313673543853, 0.10345074899250783, -0.22215953682098744, 0.18210916703167518, -0.07093590921377854], [-0.12787258565093262, -0.07934016902974086, 0.20090506446061826, -0.3070536024067686, 0.3897159715991903, -0.2429814713445221, -0.11318999359182724, -0.09992336287924476, 0.289699380238936, 0.13506022760967012, -0.4863306223266579, -0.35958929159895403, 0.3236151534477206, -0.023499399731451494, -0.15799946090828088, 0.05464270110726686]], "b": [0.054285278290748334, -0.09011893731027319, 0.30281646532032036, 0.038502228147947376, -0.1975931899051838, 0.5945303757970444, 0.2085853136870064, -0.24866410313453893]}, {"W": [[-0.07901266293635067, 0.34674754332312707, -0.06145508849676491, 0.3104163079890047, 0.3189228040294758, -0.3888419082973844, -0.25692916229875706, -0.0030915593851595785]], "b": [-0.2744944382035794]}], "training": {"phase1": {"device": "mps", "arch": [50, 16, 8, 1], "epochs_run": 39, "best_val_mse": 0.25416019558906555, "train_bars": 17163, "val_bars": 890, "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": "/Users/jameslopez/projects/TradingBot25/data/mlp/COINBASE_BTCUSD, 240.csv", "data_sha256": "1daf31ca0042e4a6e07529729878d37c8c492216c6b6675629f21b702a0dc4b9", "train_window": ["2017-01-01", "2026-02-28"], "seed": 700, "created": "2026-06-20T00:09:32+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 2, "fold_objective": "robust", "best_fitness": -0.21838047892626392, "fold_calmars": [0.5998047209273162, 0.3570631153009317, 2.0697388069134193, 0.19317839669606182, 0.7081412346461, 0.0], "fold_mean_calmar": 0.6546543790806382, "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": 0.02, "fragile_0_05": 0, "fragile_1_0": 10, "trade_target": 15, "base_fold_score": 0.4582580653564467}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -71.23963858384931, "i_long_exit_activation_threshold": 84.71231300607813, "i_long_exit_activation_confirmation_threshold": -59.224163096924876, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}