{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "6H", "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": [[-0.07331156637311403, -0.5167274337089415, -0.00895582327136105, -0.002596487904333457, 0.068662412907669, 0.3700092207415555, 0.27804684070907476, 0.2076924427437474, -0.32160713510456845, 0.032799355400960316, -0.0226917295961854, 0.1978507083073132, -0.12326239129608815, -0.05471330576805828, 0.16844686090269773, -0.15463920649448498, -0.1568941461730572, 0.24248202401330246, -0.13478760222261368, 0.06111334750335515, 0.4904496860456869, 0.2262721977904932, 0.010742625728313812, 0.1620183816638449, 0.12016535885941984, 0.17784030301173806, -0.2916752819748424, -0.44478366429822763, 0.6067111738133715, -0.4642392580755846, 0.2513093934001761, -0.28241622508274095, 0.12606238613690604, -0.43217399693194114, 0.17546191861404042, 0.1232425025903423, 0.15399974803079985, -0.18627361994557362, 0.14127871505492023, -0.019372324312512405, -0.2437099294031548, 0.09361310573289561, -0.17223682566795678, -0.048479689318169886, 0.031290740539486814, 0.4360860945529525, -0.2303760024216425, -0.11608490625090663, 0.20087349449058964, -0.4149779734867143], [-0.174209762824555, -0.08091197384182501, 0.13033303211556233, 0.053376693838653094, -0.2325557695071931, -0.14987573502760537, -0.06851772666766794, -0.060819746966168965, 0.08185766182438234, -0.13286533115166435, 0.12738255405973103, 0.21649574995076104, 0.10535527469305356, -0.5288058787588845, 0.12236965575618683, 0.2771237321596272, -0.03418269913865694, 0.27794170644461336, 0.17202459748710613, 0.01255804456572883, 0.30447793279231355, -0.3921254620513156, 0.07528123926539904, 0.32163585977503634, 0.15454424516289708, -0.22046757740601983, -0.2835398375560302, 0.11694181971623153, 0.08459249005499567, -0.001797536674696277, -0.47386143849193685, 0.05998104894044953, 0.055464118168468385, 0.265587406791905, 0.25697490732904216, 0.17104565464186172, 0.07244055771425748, 0.2704697066356711, 0.24685088787349382, 0.18733712145283915, -0.0351184884809997, 0.03615507622050898, -0.15257704949763948, -0.2458084904979744, 0.2556377680202494, -0.019548820105304343, -0.041724527369524284, -0.09445081458048128, -0.13832705476655768, -0.14911814096282217], [0.2880441386967808, 0.24118958250952952, -0.024370695098239074, -0.12994562648357652, -0.22092605762013315, 0.08459617817771499, 0.013842958142075916, 0.06791348095231078, -0.25513102257453096, 0.2706463993337591, -0.03838232855446359, 0.010845964258377215, -0.009114196875540673, 0.2034824638076644, 0.2360841219314661, 0.03839001337228143, 0.11661827672616004, -0.2804970766962112, -0.07081269170998804, 0.25085102176140683, -0.10515831302633823, -0.04012075660946165, -0.1693109228774996, -0.2160194227780405, 0.07497296273134321, 0.2047005460921264, 0.0227753712078088, 0.07612215798323364, 0.09935518308023886, -0.1223945770649942, 0.04050539420244561, -0.12075332487180054, -0.19133300236082107, -0.5571758252965764, 0.23537352254677973, 0.045339798811574364, -0.05514078809548265, 0.21893112523553543, -0.30696991034743243, 0.05297218311981741, -0.15504796605049556, -0.21083751736669898, 0.12326356617095019, 0.1388125799636859, 0.26818806123045286, -0.031678227145685245, 0.0236062138745729, 0.030898490626329447, 0.06980199345996438, 0.1252349090087992], [-0.17866304168040603, 0.29880936355579285, 0.16212325042545928, -0.2441685222042273, -0.13062909720983168, -0.2658666738018742, -0.012872343197088791, 0.21300452284640337, -0.0642156229376942, 0.3614371640271334, 0.16232584498346048, -0.3348408192672106, -0.22135775190511844, 0.07634906697465037, 0.04202113377610893, 0.366032061316726, -0.17834234682575112, 0.31965924959431663, 0.14382394812183166, -0.12339320952363936, -0.22916032670787467, -0.4616922382636206, -0.16802440695540777, 0.07111571677397416, 0.05700807337904294, 0.4969651911144436, 0.012411228604868983, 0.17547602829358774, -0.09534210013946802, 0.4310038873676049, -0.011923249684109944, -0.31025811303624956, -0.5499742696472115, -0.5362007144304841, -0.20810642101056073, 0.13786719906496148, 0.018369728447612425, -0.32397710471411867, 0.06270003949685651, -0.31190554993532243, 0.2187692569705238, -0.16741562889911893, -0.02025058248699757, 0.5492063785735269, 0.15105793266757148, -0.03942869902776084, -0.025935863845730073, 0.14104146745501847, -0.12289113388659631, -0.060651552933622], [-0.2002034364615278, 0.36489527937511923, 0.0636424746265126, -0.49431010577394596, -0.08032556661251401, -0.45716524934018055, -0.11912272964439384, 0.06482815413872792, -0.16629986619502668, -0.060017943680805624, -0.3328172313095049, 0.25929628355049156, -0.15467828163983385, 0.06329980444114067, 0.45648907991082655, -0.1737599895675652, -0.27279005766889514, 0.013822847700808827, -0.1809192128818786, -0.14136920304003042, 0.04547458671092255, 0.1197113677490654, 0.22383288383548633, 0.16522502111711168, -0.33293528631004116, -0.13769872107153855, -0.35359167562120264, 0.008933562912502975, -0.06544665646782347, -0.024268996460775884, 0.09117912533360607, 0.09427415572502298, 0.13556155912625992, -0.24923729875151152, -0.37281032164014616, -0.2009822979165646, -0.2581984396763746, 0.2573178305210577, 0.04179097398847596, -0.13282372007728624, 0.22562625246990523, -0.11432415349989858, 0.13373835900214487, -0.1319576361224954, -0.036782535884112386, 0.5051577128908228, -0.010549805437573296, 0.1402053994416408, 0.11006905808486134, 0.11727460001158573], [-0.21370440721680595, -0.14127491613980817, -0.07785179557727322, -0.09074473312151675, -0.4028368202693291, -0.26792516594314975, 0.006965397535051908, -0.04063451143355261, 0.060198977197229823, -0.21456464090755825, -0.04643272725187412, -0.09345568134222831, 0.18709669396265052, 0.357844793604435, -0.009204187234503496, 0.1863993837979463, -0.010867908370605282, 0.08508155531814186, 0.041765548627556, 0.012266125480527006, -0.03247104657494513, -0.2619010214605525, -0.3646479680437306, -0.06905768176139523, -0.022544759408246906, 0.2998465225216289, -0.1793960957708654, -0.011583935845504535, -0.21484912603202796, -0.1326763537623207, -0.06747809057449956, 0.11003679695179949, -0.06595038449166774, 0.05279949956110187, 0.44497097656332363, -0.1702089539256902, 4.599779754418248e-06, -0.12983378936609105, -0.14825456554064978, 0.3728945175829739, -0.15642464002854717, 0.4394087061181931, -0.4864283813644452, -0.012586211268192534, -0.0009758473041977869, -0.11166541828126916, -0.04189397384128988, 0.16286673249040945, 0.16816366314289186, 0.26696601782534146], [-0.08320036632087696, 0.21564136547536664, 0.00872065273621617, 0.0062921109271659136, -0.03226249915776503, 0.0794624160964652, 0.039746562837382204, -0.13579201158832757, -0.0959033025707971, 0.10376700587300977, 0.23389584258757382, -0.2251380505410974, 0.181265351244135, 0.2546570547044945, 0.597608264064979, 0.2869232978294476, 0.2433182887178333, 0.20689412082459735, 0.11176033423162417, 0.28889150386682855, 0.2401208545393851, 0.21619113363107803, 0.10139124410792909, -0.040962615451958825, -0.2921090148126332, -0.1809672042060826, -0.08530349349043642, -0.18138245530933253, 0.0719994442895646, 0.042665074386182, 0.155669807598148, -0.017622576851066964, 0.1349687330858392, 0.20291723494082625, -0.33410578702538996, 0.15736543982558412, -0.16830379834310127, 0.11012977418982452, 0.12228075322692848, 0.18198437409190665, -0.20344294007367317, 0.14495551505244855, 0.3121689014590686, -0.0664585667665582, -0.07922717896091996, -0.38187201960656697, -0.3311176689193382, 0.04735962738755895, 0.11144905790061757, -0.21185140585395282], [0.05859724920118665, 0.03872789656412551, -0.11267060860545329, -0.24422595202230635, -0.22979925970941117, -0.2317065913337395, -0.08093690548490876, -0.057772712101503865, -0.41660475560003707, 0.1170934712611213, 0.3106742659550883, 0.054918986324709054, -0.03172056447034948, 0.11505627935769552, 0.35594893511293624, 0.04377948184129784, 0.07461689681898097, 0.5013683127976146, -0.1321937319894754, -0.2895639938428514, 0.23504742766375677, -0.004288191950230891, -0.20040828880963651, 0.0015543385040351272, 0.24068891625787406, -0.020036873869105278, 0.29010192248099503, -0.20812837801580866, 0.20103554647896887, -0.2725853898737891, -0.051924806393372144, 0.038826727323889976, 0.12117110543257793, 0.22130847275468413, 0.25803220447011355, 0.189937377659816, -0.035259030098022004, -0.07501545292833701, -0.15370721453457445, 0.14032256574867008, 0.16854411942831676, 0.041968964551973215, 0.07147712827188565, 0.48566328184689433, 0.04698030896618483, -0.34050101868758675, -0.0558293852754905, -0.1567215024150459, 0.056572030885622335, -0.02972497886711703], [-0.19589338056392813, 0.521767351122208, -0.14262372530011908, -0.06379631119078077, 0.5003143552343781, 0.06651835588696114, 0.13546557154924527, -0.30076877203364016, 0.2556640733394569, -0.650662588823892, -0.31353914969127517, 0.16595701497004833, -0.36317946427046244, -0.1643254142202313, -0.12358995751593835, 0.16173124665663424, 0.17595955597173002, 0.18048650456028392, 0.14524093020008336, -0.3662079132210344, -0.14989611322533042, 0.10637342268990166, -0.5508895004460221, -0.3200757799170759, 0.20999705025185858, 0.21956203405688526, 0.07071124634284737, 0.2584680462338368, -0.01617820946617194, 0.33264652093440933, -0.40637679185845604, 0.0649533561751474, 0.2964222096996792, 0.10980731522458902, 0.0769880523998642, 0.22517433501853035, 0.08652060647802359, -0.031972837507998224, 0.055981958121667896, -0.02838343352522239, -0.10878054023142353, -0.09961655104750561, 0.013196359654303436, -0.40991422259747323, 0.12560280444394675, -0.06822308977587191, -0.18924107118970154, -0.047924402174695874, 0.44562106309056154, 0.41395010211284866], [-0.4686739770671086, 0.2764558625647076, 0.26480525526444915, 0.02063705010933601, -0.07882973765663726, -0.16376104260207472, 0.03472727729288677, -0.2976527215785612, -0.1724600153956171, -0.3283494073880898, -0.46916557003721854, 0.0710847224195855, 0.021597663513078413, -0.2779342496355101, 0.15528644382280227, 0.19833083309159766, 0.21111809559771064, -0.18111938006795789, 0.30886764364641145, -0.19348476506820061, -0.1126926469115459, -0.2693849730488417, 0.026360702988001274, -0.3756938509206762, 0.07056769313147797, 0.059577839998408995, -0.19897562354071083, -0.16003129333362787, -0.17894775515763223, -0.5291450761352521, -0.1189757892461433, 0.0075669708138013, 0.23828196101183852, 0.17603758904570643, 0.2250307087550189, 0.2824889312253349, -0.0994364060729783, 0.5169497424288071, -0.10657139213831145, 0.18776190551772612, 0.27112102842440117, -0.040702677250586315, -0.06450693174089356, -0.0659601427082944, 0.20706131822455898, 0.3056434686861494, 0.024158396770598035, -0.18327048114317718, 0.10262057482222854, 0.08654945450896578], [0.151201899001298, -0.05268761304385108, 0.03597802769855139, 0.23522346936986072, 0.20665390501336, 0.1549135598340834, 0.18371769423853157, 0.11075137272267542, -0.46511757581307356, -0.30111273855888826, 0.012203975437122235, 0.11077128435058224, 0.13141181146134429, 0.0709178045084454, 0.038068959269608044, -0.05224921835185203, 0.011414485601753288, 0.26872997515266017, -0.07281392046755647, 0.005834679439864201, 0.16238694949666324, -0.01476307567999554, -0.20296184734462958, 0.025219226461308402, -0.12766149390975357, 0.05481789002594386, 0.1051345260942743, -0.11664731802153741, -0.41005401086777526, 0.29227130649467303, -0.0054706295265221465, -0.17278149412547417, 0.4164493879821559, -0.0029042183054110125, -0.048127714798633925, 0.5739709588372383, 0.24630166793535008, -0.0415146608394798, 0.03701129183133213, 0.23817621904115874, -0.1378567221603404, -0.3070227679016553, 0.11207425720273738, -0.020968577088101382, 0.1830371599355693, -0.2220144255306421, 0.4673885460972478, -0.19460343295262691, -0.30744841037529524, -0.03654527961348483], [0.49130992685001595, -0.15818651650451565, 0.20711772242958873, -0.3009529525021672, 0.22477635203090057, 0.4363071759085601, 0.10143428854120978, -0.08174084801599649, -0.18197553384097537, -0.19213820707369664, -0.11797553769641522, -0.053147383620432434, -0.01974862458049911, -0.10897223261855471, 0.014324348260753484, -0.15951516680537092, -0.07948518283900025, -0.39791476292468453, -0.1300086817195854, -0.14311733036878338, 0.08006550631333306, 0.5058482134569524, -0.34702863138867523, 0.5030410767657622, -0.023583917948422108, 0.05792531438845154, 0.13372702043787882, 0.05245892264574631, 0.24226843835580442, -0.059767379889942136, 0.6464253088044347, -0.11956328355442504, -0.2854548472300865, -0.053795926626419, -0.20168389372954895, 0.14943276065949934, -0.02703306839494725, 0.17453968116815366, 0.08939706165664829, -0.165279115197287, -0.039490491049788155, 0.5497922223738131, -0.2324789646794569, 0.17682639216702187, -0.6306790436198987, -0.05009155885824862, 0.19589695072350763, -0.24005680528067547, -0.22690639964208897, 0.1864317073597836], [-0.13923263750759274, 0.047365570281393224, 0.1804137972419827, 0.49445715691404596, -0.3785971685192347, -0.08405584973928173, 0.38515239409918745, 0.2988079807863568, -0.137422507525655, 0.13469133079907294, -0.2580249845241753, -0.2063368099113067, -0.5197427833805119, 0.11410961200099584, 0.0842082290333342, 0.08740224504457891, 0.44351118625879954, -0.05303574502577597, -0.15331062466297052, -0.03534305874283214, -0.15187375552921395, -0.5616207551758049, -0.0012252679559979496, -0.45328001752500774, 0.01583991381467425, 0.5172517030481139, 0.41977133820694396, -0.07291902882603972, -0.006085994254599035, -0.05752687573372704, -0.023540929585656303, -0.29529809197685647, 0.2492881690045371, 0.11820757969340775, -0.005664622904125751, -0.047969625047482076, -0.07135338401570586, 0.10512511856517315, -0.040841907345435635, 0.032305064285095234, 0.15761716974045648, -0.18095436497447154, 0.10793204634146444, 0.39645379782155044, -0.0395919886573885, -0.06228890717061512, 0.1745762274875497, -0.15272370155156245, 0.20390649441664999, 0.24406899486547742], [-0.16274827145910606, -0.20231786914556937, 0.39363776044051985, 0.056917551477713386, 0.008238130743729947, -0.33289409150891536, -0.2570045759358134, 0.21475777305772836, -0.1294076986845914, -0.000873148769272275, -0.3330648197277535, 0.046462450185746795, 0.21299040243697717, -0.4353100717392724, 0.005000608712126028, -0.14482572510468059, -0.1443043892322383, 0.3546361898253109, 0.2290216768653144, 0.0405853434707229, -0.2616750408085056, -0.4855207824545498, -0.03072115913467836, 0.08924964706583906, 0.08529076319535048, -0.13197821332804305, 0.17244511880155622, 0.09097681067985627, 0.19629863173551804, -0.16713547035345427, -0.022539847841406314, -0.05362142758939173, -0.22855374827268843, 0.07385170431172727, 0.015165537138714946, 0.36131061617121263, -0.16785018981722993, -0.07489312342979086, 0.09194602132001571, -0.13379918642729768, 0.2264809684097879, 0.39706996372462183, -0.09432373321536854, 0.4032442939865741, -0.5095436413900135, -0.214319779990998, 0.1946935095605423, -0.2852931362638177, 0.20964733879348302, 0.09211434708556554], [-0.32011164441752626, -0.02782323228525302, -0.23747380766014942, -0.02223030756465013, 0.15650110934186812, -0.2237267874184744, 0.08945689446523963, -0.48146359209047884, -0.09218583822415412, 0.19502598044634087, -0.0633801457359781, -0.2522909404338381, -0.3332393244889247, -0.26357800616863925, -0.057417576995672875, 0.1330096764620105, 0.3085684527407485, -0.04446420389398182, -0.02550970052522128, -0.3224793850826335, 0.15065348596146896, -0.11204480247925933, -0.1460031889531737, 0.0364939005770616, -0.024648297722735156, -0.295295847071729, -0.180115428609739, -0.27128905013384896, -0.22494087122313822, -0.09085479744574662, 0.018800151756249255, 0.27337952654390224, 0.2645748794464, 0.28074019812419193, 0.4263671368593, 0.012849942464299838, 0.0069493369459353305, -0.0460357024066544, 0.07348847326670434, 0.039115172468, 0.5909121551969028, -0.11930014102078883, 0.04737652612891564, -0.09665018875844104, -0.35277772813270514, 0.4264576197450993, 0.2796366223946074, 0.06632967467633114, -0.03377805815987001, -0.22745062062332388], [-0.19637777719499389, 0.004664544349747619, 0.15677299165821945, -0.09186039583585953, -0.032783682034472815, -0.050455257837172154, -0.007449051772513588, -0.255621837123403, 0.261350936113244, 0.2273687859434181, -0.06855975374936149, 0.4866056585341369, 0.42896858276552713, 0.24465857519057918, -0.1431001226473955, -0.15094177265597097, 0.17050722655145412, 0.05246973626068204, 0.19486450645269285, -0.1880401402858577, 0.1406263152841105, -0.014505045322187937, 0.15793995603169692, -0.08077325418635423, 0.15853731213590158, -0.24141697993046599, -0.3602194109957872, -0.35806167976474673, -0.006148306864966771, -0.006214479024808435, -0.14645945934937335, 0.2135355577850705, 0.19793914723175315, 0.12102424285815773, -0.12523730851858256, 0.20704863867136514, -0.22452319136833732, 0.09932897087491362, 0.03317830755301607, 0.14469727572100005, -0.21353557484555544, 0.160217193643222, 0.3420367079342238, 0.12588113908676493, 0.264414988707479, 0.054387929995892696, -0.44074904639537504, 0.39176733778141865, 0.24871029170454093, -0.1633431910995733]], "b": [-0.5569961937251916, -0.06572730435780491, 0.12843735474471538, -0.11823758672127951, -0.14185305159823508, 0.03484915215064413, 0.08560761580907732, 0.1596582174859814, -0.24701345721251594, -0.17839437095222477, -0.08765490181559057, -0.13835490763966635, 0.06110107606482705, 0.1379967882464715, -0.037619423719530615, -0.13716388949829558]}, {"W": [[0.2872205774292468, 0.10580508298479194, 0.19672230255176892, 0.05851161968364986, 0.13280093100379342, -0.2485325882543466, -0.09973782722224947, -0.14167776817049635, 0.3339660114483409, 0.16892900111872822, 0.3342162544055741, 0.7472550595854569, 0.0436681406954509, 0.2190995889753821, -0.5119094447251556, 0.5741506401023421], [-0.07308986419693361, -0.12838577346258348, -0.5117050783507483, 0.33433603831781356, -0.35051298017953153, -0.010291452488143518, -0.2298920642999854, -0.03356399197042051, 0.27526117059980804, -0.10204434685203119, -0.22914464842388793, -0.05194416437600258, -0.1821150463077653, 0.2709085487747091, -0.13251155204743587, -0.31609107070358156], [0.5481452987965528, 0.17294850204970735, -0.0744919950804967, 0.25812642432886757, 0.040382755433842024, 0.2602948147961018, 0.08746014700231013, 0.023224043464234418, 0.17378755027376105, -0.17402819505629374, -0.34818311951280767, 0.36361630325014005, 0.05695604799750959, -0.07186958053667095, -0.06400730499610123, -0.14250702414236693], [-0.08577328357708454, 0.028619112837065135, -0.05274028306099603, -0.16202527423381669, 0.002762063474203399, -0.338241466494307, 0.3162425435212557, 0.021644522596735945, -0.12027202351785604, -0.07062436285938208, 0.1623074160752544, 0.01020356694152518, 0.34060642823759457, 0.360225723815467, -0.5922130746937019, -0.46298443430866437], [0.17661066226044625, 0.24890468026019316, -0.07911177514613153, -0.12803732994483488, -0.01699885588303468, 0.10451816319233201, 0.18403698306486832, -0.07717406520792994, 0.05472725505372575, -0.1174675775416002, -0.047378341139779984, 0.33048697881430766, 0.21434169729499844, -0.12313610833577822, 0.12703184274437174, 0.2591133622938895], [0.08699612412919364, -0.36286803673717904, 0.05548437183604937, -0.07830063416068983, -0.17509581836381094, -0.09325353993896271, -0.08633840620624396, -0.10078922810152761, 0.5726847115171646, -0.04077138537609081, 0.2320706683036541, -0.0066719923882394274, -0.068346879961138, 0.2030037484266333, -0.22128550884977663, 0.03918330379580929], [0.14842203411296906, -0.1778575676982734, 0.30519487176112614, -0.133951566053027, 0.21683698295129422, 0.17583550996863878, -0.19478166247029813, -0.15348778354494633, -0.19092375911887707, -0.054792596904514795, 0.24552611868613042, 0.4013739971143766, -0.013249147138988015, -0.1303357696781642, 0.13932903534173763, 0.04549589435974297], [-0.42216499842652133, 0.021515880240323984, -0.2869697673593567, -0.2171625938490062, -0.234769236739886, 0.19254812804222543, 0.12697235219957967, -0.18588979308031067, -0.29560002659781803, -0.21104563711072352, -0.41480108004267924, 0.05393281525051341, 0.3772523733051324, 0.06599239709088897, -0.34316453340787584, -0.23177153855027322]], "b": [0.09807852986548228, -0.008842817554062875, 0.12953561384226212, -0.011147925012831097, -0.06814505784346302, -0.4324273116975246, -0.032740084342020054, -0.16989848598833004]}, {"W": [[0.05740721878067884, -0.07343835437437764, -0.10280697500041222, 0.1980395590532064, -0.1415116422471127, 0.26416749172784487, -0.0999674971877713, 0.19571671419638417]], "b": [-0.12031383533661022]}], "training": {"phase1": {"device": "mps", "arch": [50, 16, 8, 1], "epochs_run": 24, "best_val_mse": 0.24123871326446533, "train_bars": 11443, "val_bars": 591, "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, 360.csv", "data_sha256": "ce5b67f4e1d1f683b874e0632e508d08a96c8e0e39b2f0d05140c74cf6ac3501", "train_window": ["2015-01-08", "2026-02-28"], "seed": 1104, "created": "2026-06-20T02:17:30+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": -0.7566378701515194, "fold_calmars": [1.3450034070033503, 0.0, 3.6672300182358377, 1.1298739046234063, 0.3471149669971133, 0.0], "fold_mean_calmar": 1.0815370494766179, "fold_min_calmar": 0.0}, "recommended_thresholds": {"i_long_entry_activation_threshold": -14.994659423647091, "i_long_exit_activation_threshold": 76.9608498786585, "i_long_exit_activation_confirmation_threshold": -74.56486112862541, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}