{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "8H", "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": [[-0.08953096929641746, -0.31819961973437383, -0.023945564517003217, 0.37401990570205773, 0.14464724767276793, -0.03998871013644434, 0.29093186518313724, -0.09138805668686953, -0.12645538885913055, -0.16531225123568905, 0.05595736550912388, -0.20751772288520845, 0.17981913072146502, 0.043486998539418745, 0.29751416164183186, -0.4833660532888491, -0.0033759379101644706, -0.051863364642512025, 0.36944011160584056, -0.07258991465188248, 0.41699715828877554, -0.38203447938915686, 0.5068440464684709, 0.1393501688022996, -0.06619145748435026, 0.09608389191638356, -0.1614836822789398, -0.18318336598973614, -0.03420107515727051, -0.03227100429092619, 0.04540303830367202, 0.07840022301267853, -0.3794465250095158, 0.49705808648756244, 0.3540995319062752, 0.3004746338341937, -0.018496033259661496, 0.40750734906655284, 0.008080008501647376, 0.04276961434482593, -0.08387469399477807, 0.17309701196802083, -0.02486232685623362, -0.08130761376470944, 0.32807143808224926, -0.4650004802435603, 0.09873493814072745, 0.5402908285807826, -0.12088350120826427, 0.05268839940838972], [-0.0033560926094143087, 0.1279198735187428, -0.17465779406496776, -0.2549327444043437, -0.23267578112531911, 0.30798926202557725, -0.27638097440932957, -0.007525511097153251, -0.10044556197274704, 0.06293072329640859, 0.17846165970820804, -0.012626161782776134, 0.24284226841201845, -0.1870754319798673, -0.36340093457845646, -0.1734101187326257, 0.5568238804059673, 0.08590571061399437, -0.026739175053376127, -0.20730621620527706, -0.3421128132753764, -0.6774246002050348, 0.16440097174897084, -0.29743956479354944, 0.1621509642070324, -0.18765662595452048, 0.305899815172076, 0.2876869690849707, -0.26473709246870447, -0.35570882514480845, -0.020383325409417136, 0.15578541480173727, -0.10654809223679669, -0.1882715320416246, 0.49898045068680774, 0.3892534703883579, -0.1111368385217504, 0.05232440716227506, 0.07873867470635157, -0.13603842805757999, 0.1445938307732031, -0.03410864279893719, -0.055376745452143404, -0.18987492447826382, -0.5313946744879372, 0.36664882134762883, 0.040386529946612654, 0.189289644145504, -0.2052550639742471, -0.15506567139384667], [0.2216992463966017, -0.2869806202163779, 0.10472241995403346, 0.03674558048367757, 0.29698411211667924, 0.28788752626411496, -0.07424144608459596, 0.009512631640903452, -0.11921716933214978, -0.19852237439383577, -0.18523109254756362, 0.08173329263334601, -0.11285499682042889, -0.5104133170762991, 0.24290515480211133, 0.14778546705678364, -0.002882220176107987, -0.0010401461769246941, -0.05135756631018867, -0.24778550431793334, 0.03605267728271483, -0.2037880702818734, -0.1814980042662614, 0.034002729722549085, -0.06485266984864471, -0.407011930201299, 0.11288099943505109, 0.4281434579591858, -0.08298580611445137, -0.06868954023530766, 0.11251151927062716, 0.21823038384475063, -0.03700683040259457, 0.4515607532438763, 0.3793341167512483, -0.014882863170396563, -0.11333720297066595, -0.2704966806032993, -0.3247591798967681, -0.27760568097407845, 0.05801638487257314, -0.13504935199315482, -0.0689405901418308, -0.03153656337858646, 0.3808870029629209, -0.039694991628206694, -0.09767402247879187, -0.1999570219520978, -0.08840881733911056, -0.13515786046255968], [-0.08565977946310052, -0.22486710175640648, 0.08077170808131347, 0.39487623427299057, -0.30389213874326976, 0.35718737487736457, 0.09158732211748853, 0.09177826919362231, 0.016321400620317308, -0.06647465314889536, -0.2455125963883739, -0.20346252119724975, -0.13221989160311934, 0.11456680187024004, -0.002998916256441923, 0.0029710484962347447, -0.16573726524896998, 0.036454407211111, 0.3668955038215739, -0.09273065151683471, -0.29078027590719635, 0.10270567040311246, -0.1978019228985562, -0.31842085820577515, 0.1292257154696148, -0.04381400078094774, -0.31249995328771973, -0.05424284317126179, -0.056285439055370784, 0.042186637657024476, -0.02927359702025898, -0.010601016235777942, 0.01582898113715904, -0.1293333084036654, -0.04685699134237449, 0.5418975284781473, -0.07263937719740574, 0.019369742448726295, -0.029908393904200685, 0.16907020449599117, -0.041589855827336965, -0.41842579411052494, -0.22436428701642577, 0.12694639278107303, -0.41626576115856506, -0.10998110721506672, -0.3199252495483621, -0.07824802132541402, -0.7010443637041384, 0.05787110198429552], [-0.19865550161006823, -0.12954515466446503, -0.06906029687848496, -0.5967936871414896, -0.13614347320160014, 0.051145054421594296, -0.016619552595066374, -0.03084212513732199, 0.17449638815941432, 0.24200853145541298, 0.21369862473506732, 0.12369675851432615, -0.3199603381768698, -0.0973099750303262, 0.06173175141556351, 0.18478400113816526, 0.22984756973026776, 0.2664866356274437, 0.021123212117890006, 0.28592487769213143, 0.059545793917471994, 0.12184701927678976, -0.06684597812604168, 0.07261385292448992, -0.143102696928255, -0.10807028741374242, -0.40480783040393964, -0.1055767847475447, -0.18501783178484593, 0.07140581979621352, -0.38244142894015226, 0.04544018792078902, -0.1183829689124205, -0.4746078136389138, 0.24400580224284188, -0.3256792248595671, -0.12537132698815603, 0.06308304140187666, -0.5014117071371456, 0.04081872170936621, 0.26738885564619946, -0.14851787812041906, -0.1872570198020661, -0.01089903162378926, -0.5725526271256403, -0.29677137648067464, -0.002409936516924255, -0.060891729239784184, -0.13498416494094834, 0.37135497104260334], [-0.05662298258258483, -0.09505142121149213, -0.11428007905686233, 0.5121186849344156, 0.012207883896746104, -0.2085181055573221, 0.3151664203478343, 0.012590519383602922, -0.257524669091914, -0.024296053224151213, 0.178447341606474, 0.029543804465807563, -0.29749186512878373, 0.2935914482795884, 0.2283305773926582, -0.40322788008853666, 0.09349806483624096, -0.0152980309884209, 0.07638731142492997, -0.35369338908239484, -0.07765219669295381, -0.19290599622214072, -0.5093016781880977, 0.2532426548898815, -0.12313478893237248, -0.30267232217455114, -0.07928873244652697, 0.05269367002944758, -0.25853631332748683, -0.14728300794513804, -0.09265701319778724, -0.15990146397140473, 0.08500849113797096, 0.028625958018709055, 0.19998026153224152, 0.060977975841377735, 0.2329794084690056, 0.2052889654909924, 0.6758802091353112, 0.29363922244442364, 0.08732126731256326, 0.22691229154722298, 0.4432303873995681, 0.24780857160996286, 0.5041548603615638, 0.23854295084400437, -0.31059119379714567, 0.1764408666571467, -0.25373771764557995, -0.11492164692664177], [-0.17927350299385764, 0.1593041003627599, 0.16097546902497975, -0.25455337648258647, 0.1620823368551099, 0.07326102080220588, 0.008064967652578511, -0.1076261265543029, -0.09274450522172756, 0.13725945415694907, 0.3057211184269485, -0.21968598054170355, 0.07731957791820288, 0.14841443563943843, -0.14798323335505192, -0.2591616493808093, 0.46868438651527167, -0.036698390446160314, 0.04755357803022192, 0.11971188697602746, 0.23622115047872944, 0.004589781757422655, -0.11025660913213778, 0.17187037624536716, -0.03754093979765129, -0.02580302620713356, 0.10176738124386156, -0.006206642122634817, -0.5794504800756414, -0.09304224475309263, -0.29353671152494065, -0.04081653008559312, -0.030916651708603287, -0.13764593170999387, -0.13499562464093917, -0.0670384670242643, -0.21405607463753665, 0.2901941363743185, -0.07834422620707429, -0.2817346479580786, -0.04698379235949958, 0.31627775009932596, 0.09964166061185767, -0.2866433827559615, 0.02216236974263471, 0.2113317888238484, 0.1993826571292455, 0.12891668647513121, -0.24457684134757146, -0.28137891357344574], [-0.1687276426686741, -0.13858606248394587, 0.15409069998425165, -0.05097668062449585, -0.042084878670681246, 0.007156273372324214, -0.05402095272232361, 0.009322045331720923, 0.0717794536512247, -0.17368221152806362, -0.29196605236339734, 0.39178844846394845, -0.22570807754200015, 0.017554300357652083, 0.08898894197296757, -0.22002451338761297, 0.29247816551460737, 0.22614516110192337, 0.2974585408418947, -0.35449560385789286, -0.1309814932450723, -0.10127598061912464, -0.018333489092423428, 0.3394165153073363, -0.12255283204571986, -0.5578556587116301, 0.10355188098022251, -0.3179795442715982, 0.17313373920522374, -0.06597823608766742, 0.09591562340664833, -0.35227484353422533, -0.13833777480081905, 0.3586284519857512, -0.16431404484620776, 0.1956762738674873, 0.20516163721548214, 0.07866972528262836, -0.06813797362861752, 0.09416312862995709, 0.18882544693184522, -0.13576814526197548, -0.12832624418637995, 0.38406824625165625, -0.09948740702907354, 0.2928126970526535, -0.17365783384368008, -0.2583032702726415, -0.07797956124219867, 0.3157988803223018], [0.2947764886712451, -0.32691803073977727, -0.06526905764393442, -0.37088744917550553, -0.05042897986973191, 0.26027186969859745, -0.23133295316018143, -0.1546362485871491, -0.007601352810214859, 0.5339682697831947, 0.07066923299460559, -0.2057063106597183, 0.14033265734595068, 0.3498243507000662, -0.04406148178866562, 0.35911422631695017, 0.5331817921191361, 0.00561540459582692, 0.20006164055114808, -0.05822758029721003, -0.257818463254515, 0.0882281498460328, 0.20445105224487212, 0.16181715220933865, 0.10283431249770714, -0.2169497755417567, 0.022336104598038066, 0.044276810147483345, -0.24003769810750467, -0.3680175176485905, 0.21775475667062413, -0.20343710400866724, -0.0173699375582295, -0.2896448027014155, 0.1078190653779035, -0.053208468707798336, -0.06876700651322269, -0.008089737291052071, -0.19120177749286088, -0.24535795058161597, 0.05705311686111448, -0.1648404916722401, -0.35134898160120076, 0.04458120150256826, 0.0687571296763205, 0.42992831618147737, -0.07646082523230907, -0.4957051786159454, -0.16585152317021426, 0.16679260266775767], [0.11046328228618081, 0.19137736882534118, 0.13705936549611952, 0.01853738816264657, 0.2683139159033716, 0.3269055195967354, 0.23275004669085733, 0.11884443330821916, 0.5184649168846599, -0.2957241461323375, 0.04203414220420894, -0.07273909907492268, -0.21680168315349185, -0.20109544344526206, 0.07013197103673013, -0.10734294563951498, 0.25864482021827184, 0.15719186231934773, -0.18028696401616195, 0.02962589393535659, -0.1738937606873931, 0.023709870689566072, -0.16146175683453742, 0.13714498625594668, 0.0033580827163765536, 0.09942820718249107, 0.15072673484206822, 0.41301931439525374, -0.02962441440964139, 0.16633284693023492, 0.1354479374030531, -0.13054631775980718, 0.004740389368813456, 0.07073765997886394, -0.19091260871359705, -0.2700307475660466, -0.016812488004002153, 0.053401672451511964, 0.11359809125690606, 0.23402160504277425, -0.09247230221236466, -0.1652891983698479, -0.047506402385204344, -0.06425311443894544, -0.20459943004458422, -0.10473089200090036, -0.17195774146768086, 0.22208581927875778, -0.2166579449745052, -0.1949147351269505], [-0.027366177375519732, -0.12324853555215837, -0.13313143748094408, -0.08845880613713702, -0.008079966161785518, 0.1517188834871083, 0.2796749790338675, 0.21952711759941398, -0.12118082423484941, 0.18864642133703238, -0.01567783160742965, 0.0901337685043494, 0.15467151921443387, 0.021888941346924314, 0.12438999329471873, -0.09547047143545398, 0.2039534728178291, -0.07054015245600902, -0.08222653301154553, -0.4732228017168668, 0.0658221460131633, 0.11635026358796674, -0.1942769079548353, 0.3042105489701021, 0.1873805379643086, 0.06973484523434628, 0.4356851667359394, -0.018753309915525283, 0.035716871592387844, 0.15731300940598722, 0.388534717492193, -0.07810833252331015, 0.23059983837303408, -0.08158998007461146, -0.10021237862895219, 0.2010451772565097, 0.04537179996629981, 0.13300139380422288, -0.08974847692751095, 0.16847879339425126, -0.1659248043943714, 0.007158183308397167, 0.21918521785005957, 0.2989959297848488, 0.19129703953486618, -0.02596613565569414, 0.004610582770028966, -0.04594381639518788, 0.13856229461312722, 0.0870247162283043], [-0.03473328712784466, 0.03988120296023416, -0.02240649861864829, -0.15461171057917422, -0.023627740873465714, 0.04717638178749722, 0.1773111864358639, -0.23956382956407019, -0.06913256664147237, 0.2628049246518954, 0.34572009851923796, -0.1423218244302814, 0.10115574090663415, -0.2028577363454057, -0.29292458589711307, -0.42615331878001333, -0.3337565231078826, 0.3952789174112344, 0.6295600431782702, -0.05096538098810685, -0.0994733036232307, 0.18259958901493345, 0.12760475088936798, 0.016940047886642485, -0.4469088002420727, -0.425408024051965, 0.17490225567825957, -0.05312271177344163, -0.02700306241045798, 0.18551132386496616, 0.3709075221379664, 0.11120270374115343, -0.21553629306289507, -0.277629705356238, -0.13222753233193252, 0.166463089248794, -0.18429395388535577, 0.11885852242363303, -0.2012250656460758, -0.041070092528050446, 0.18978203086930512, 0.262378588590106, -0.22945945363947906, -0.27801953740204155, 0.024365614189072703, -0.2998065991067794, -0.15426441351439973, 0.1798390528226193, 0.01535267560255276, 0.24311949451837472], [-0.47267181047158413, 0.026852171288399528, 0.38899198485937375, -0.04129588362585059, 0.24863209538403083, -0.3630670610632189, -0.044573896872963016, 0.28422029863504367, -0.19413438598621913, 0.20260995087781997, -0.1030789763753483, -0.44454244963339523, 0.5886748766450439, -0.08919030118497992, 0.18212947943940072, -0.24471194360423698, -0.014145250874576933, 0.08638724315026501, -0.01943329847512286, -0.14729681956548427, -0.0006457744926745626, -0.0668175334722224, 0.34368239662785566, -0.16863227584843526, -0.43618625790933296, -0.14053310781628986, -0.07317135156023208, 0.4401276279437274, 0.11152531350671988, 0.3478643084778893, 0.012025048265442397, -0.052178816373022824, -0.30159013171980026, 0.14963695210524997, -0.28572897886337123, -0.5616685276073757, -0.07795734340305197, 0.2321024992876558, -0.1918244075815403, -0.18860586764804496, 0.22892862925301674, 0.07505720717499019, -0.16901907644159772, 0.062214105711029644, 0.17693903662897678, -0.232186150662164, 0.20643381337791875, -0.3017457820105703, 0.25977690621095384, 0.06389211417923324], [0.2565164623329719, 0.06329004411776061, -0.2536518619971756, -0.31523999434970373, -0.2015758815885639, -0.07884947253477538, 0.47180471530956747, 0.11044174524225549, 0.20181251146845056, -0.07354626638661305, -0.025776777678390872, -0.1383585695986304, -0.12725838266667092, -0.03391246151690468, 0.0039265856602582055, 0.09370121076719905, 0.27355191275556806, -0.2978784767133945, -0.14700225478605333, 0.42519673596841345, -0.25878056581082004, -0.2882982278250309, -0.07009049955299858, -0.09669132645254007, 0.2156122450535769, -0.26378932140719646, 0.5257261045513112, -0.03205275674050344, 0.017035221936363507, -0.18569149517355021, 0.15554820728326468, -0.10130539835638039, 0.13118218487010896, 0.08215645170524238, -0.021547036719094186, -0.2602929188398179, -0.01592567227590584, -0.3314193887746364, -0.34773148204430177, 0.17129010647019774, -0.19357185712005281, -0.32780487805632313, -0.44300535881820935, -0.3018943126680744, -0.02166837851923907, 0.06684757150508275, 0.009968962545631246, -0.02397574819865797, -0.1218530132282964, 0.15318061520261705], [-0.026993402896721704, 0.002724858955290538, 0.16168460063345627, -0.20292904527688344, -0.07407263210279674, -0.20645394113337717, 0.09726728037157831, -0.20237000011633438, 0.1397588101138927, -0.04236984438661665, 0.04838632094162093, -0.29824792884267703, 0.203506165237349, 0.39113257319935624, 0.39026518137223226, -0.23274472351194242, 0.11382102942887813, -0.030697012789836525, 0.2055248507709993, 0.3102640275337554, -0.25762611284152803, 0.192302446007947, -0.47878825920044465, 0.020297900606840558, 0.2418597978322512, 0.2437775646440818, -0.06920872325102001, -0.376518013798393, -0.40229646249221795, -0.18034891729109143, -0.39025485081435, -0.3544105224012492, -0.15508853261081545, -0.02053324661780518, 0.3885062876121827, 0.03184246671612556, -0.035508000066483074, -0.16020344697214714, -0.045984770036299055, 0.0031854062271827743, -0.019398456839893816, -0.2804030965629982, 0.0427342792695959, 0.328056516732414, -0.18013109022353052, -0.18416495534508784, 0.013229630930811802, 0.04155351722780914, 0.5514131139137972, 0.16374547123140715], [-0.23510609686434975, 0.017096720515676574, -0.041391056861154615, -0.1160718745613637, 0.21005230112277823, -0.32734255812104796, -0.13905898325197333, -0.25071207064335466, -0.32992905556183394, -0.13793484914863616, 0.1818841133553215, -0.1196627405932888, 0.1424532281074095, -0.1818833871779033, -0.009070829348510986, -0.06305675957138436, 0.15973283978766614, 0.07829724231074846, 0.009693432778546687, 0.13434536525008287, 0.136056144271647, -0.2830111146974728, -0.11495809392815695, -0.12105111098521606, 0.17294646665224486, 0.13196411829556462, -0.595117383153793, 0.19962931192956915, 0.09052749659612867, 0.1499008515936937, 0.2839203756198234, -0.012374494959619661, -0.2678040230523857, 0.22315152469731098, -0.10916459271526976, 0.2545962383311919, -0.10125288312712896, -0.36609117697732546, -0.087743357337453, -0.192021995708154, -0.026225102498998815, -0.174671132339469, 0.040960773845680684, 0.26745955835300783, 0.14775066409001336, 0.2752931771041721, 0.46225529283854344, -0.12423220562855775, 0.32169065930818846, -0.24854368704734275]], "b": [0.12528600786238206, -0.09184123417598519, -0.3382510720659505, -0.005459978952228529, -0.008356581839543353, 0.25275477710005334, 0.035344618505326914, -0.061836113118795485, 0.5235868028936034, -0.2193681314284309, -0.41994743590971106, -0.022581583048908616, -0.0811876066396459, 0.13837146462383879, -0.18003790728736624, 0.08758694591969454]}, {"W": [[0.2616969616290458, 0.20822382324300942, -0.10624659954875516, 0.07773359352203038, -0.20982349135731404, 0.5424464455718377, 0.14362598244491037, -0.1981247228563094, 0.5091535910353161, 0.07126401721544545, -0.21769691208762487, -0.3730847982270264, 0.3294118786852605, 0.0033576796387518454, 0.5261634126025442, 0.4965575736714505], [-0.037933972028351755, 0.4213322926184705, -0.31074395928138177, 0.403481519403779, -0.05207947729965686, 0.14283885915557964, -0.19124700337940698, 0.05919530117804576, -0.2971671997493367, -0.055285132574605794, 0.2726743742784603, 0.010726073609406223, -0.39058293831657404, -0.4133649280590408, 0.1248407003471608, -0.2645921714564662], [-0.10576582247944706, 0.3845529222931741, 0.02483514254261006, -0.054380876061800226, -0.20065546702603362, 0.050438358738137595, -0.2762586683484858, 0.5185302236728452, -0.11474294158847574, 0.5295114013348143, 0.14076408313960903, -0.16670667638118555, -0.023846137971291665, 0.198512168419466, 0.26271665129952726, -0.23868053680581255], [-0.04668044738996717, 0.235807420728489, 0.3117996455339407, 0.13235117223753523, 0.02261304266616422, 0.22098430119018397, -0.7907360545087668, -0.1445335472236043, -0.6016847547672932, -0.16354529640427992, 0.23156266504371925, 0.12625399694877396, -0.42543836209241404, 0.14160065796706545, 0.1464627502243776, 0.2136343904774901], [-0.44794010838931325, -0.2502870935460244, 0.030321111163007015, 0.3187660326399027, -0.1930779785757934, 0.2984336575481505, -0.054107052341916116, -0.1776849585127694, -0.16709483256828028, 0.1345041494115463, 0.4286056571265095, -0.021622382516235807, -0.13441151210638524, -0.17872212394056636, -0.1609580485146338, 0.40349076808450185], [-0.15415033819620982, -0.23230354215243065, -0.20025759983729638, 0.21361816216868434, -0.22193214259086574, 0.029705407675585223, -0.056915722839785535, 0.07891548035597266, 0.3930700053724534, 0.32958652252020965, 0.41765687672189933, 0.07735846984684364, -0.23460010412501703, 0.09668038592207635, 0.11372862086544021, 0.36412512332918856], [0.043770323801848615, 0.38285954553766366, 0.19576972679211224, -0.047274403352957926, 0.3836135034755571, 0.34943093686528937, 0.048797789756109516, -0.11940002358628721, -0.43832434177681123, -0.2754589225850591, 0.06992586182331303, -0.16025121526205757, -0.4427144608871685, -0.1929596129157771, -0.1267768596856668, 0.2717091870606877], [-0.3292933853623428, 0.24727378523045557, -0.1891837824059994, -0.30096004081557864, -0.06955862549391235, -0.42250731968781424, 0.239366582844887, -0.03956138109757364, -0.3937312152235494, -0.1903992327149516, -0.04145507753161399, 0.17571068550504992, 0.3090338491204411, -0.16483028153819587, 0.10097230011054534, -0.42502689526075305]], "b": [-0.3506879037938493, 0.4557161779560295, 0.0409855467390116, -0.11918406667042186, 0.02087065034839633, -0.10357149809786459, 0.059748670031277915, 0.7425691039896625]}, {"W": [[-0.25170854876476145, -0.24337781884760923, 0.3444314225399972, 0.04083754693424479, 0.1310699045351604, -0.12285063044126829, -0.33044453890162706, 0.005344158270492077]], "b": [-0.221579514617877]}], "training": {"phase1": {"device": "mps", "arch": [50, 16, 8, 1], "epochs_run": 23, "best_val_mse": 0.2698590159416199, "train_bars": 8582, "val_bars": 441, "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, 480.csv", "data_sha256": "41f22a54b3d222d468fdc565e83308b2a7303384bfb01e4195b7afb99e6c73dd", "train_window": ["2015-01-08", "2026-02-28"], "seed": 801, "created": "2026-06-20T02:41:44+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 2, "fold_objective": "mean_min", "best_fitness": -1.2513679456452826, "fold_calmars": [0.8109280257525459, 0.0, 0.6981346581806653, 8.377785485277803, 0.8428554705716582, 0.0], "fold_mean_calmar": 1.7882839399637787, "fold_min_calmar": 0.0}, "recommended_thresholds": {"i_long_entry_activation_threshold": 20.8363808433263, "i_long_exit_activation_threshold": 99.23099726677027, "i_long_exit_activation_confirmation_threshold": -48.28059494177645, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}