{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "4H", "arch": [55, 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", "cvd_norm", "rvol_norm", "active1y_norm", "hr_norm", "sopr_norm"], "layers": [{"W": [[-0.13674201125470242, -0.1979575498847407, -0.22849663033278256, 0.3123396507580962, -0.18895505749054647, -0.339237440887194, 0.026255701337967566, -0.2541107970468708, 0.20497082680267664, -0.3492392128521783, 0.16144255641393057, 0.1140916517579984, 0.075556409727379, 0.19674583082529287, -0.02701187241730997, 0.02901567855995863, 0.14982586388490385, -0.07656577625723816, -0.08475805217731264, 0.41966580569099826, -0.1360014139754213, 0.40950312742997536, -0.022744955722512884, 0.12233685996667333, 0.013510827408868279, -0.11040764241075736, 0.35028661696413327, 0.13300322836931486, -0.23201930429320597, -0.028789256317813112, -0.08074360834813794, 0.3360440981168173, -0.1166731940735976, -0.12960472110700016, 0.26126460202021945, 0.3789466075088366, 0.10296174748624232, 0.01629971542568086, 0.06967970497735584, 0.09120544743145412, -0.3080157332102427, 0.1811242055451639, -0.04361752105147754, 0.025282388550391843, -0.1347826313470385, 0.22027418701375942, -0.05311888956219259, -0.008226112532942264, 0.15253727253044147, -0.09430675477114109, 0.15774401999177523, -0.18340417596334835, -0.0758224786463094, -0.0994448510772952, -0.1567704195413742], [0.2723511128815832, 0.16439182304317904, 0.29378537270783345, -0.25416618850040407, 0.3912061461861612, -0.024391570310373797, 0.3207084231476989, 0.39544266017445984, -0.1838968752239183, -0.2804695796080205, -0.06882449848878022, -0.21196689619222991, 0.44070001269053527, -0.12107204247263316, -0.09389872613480345, -0.3752593029642878, 0.04339250331799513, 0.00949157306685369, 0.03260208151399198, -0.33016977504018385, 0.015926130592496132, 0.1323383594292706, -0.45319326025063367, -0.3071019934978282, 0.05364101456937978, -0.051125780796193045, 0.2793056579952845, 0.0013337002117461286, 0.2436671029578821, 0.020192764597940935, -0.3944609523336768, -0.15389200529012645, 0.16512855209171684, 0.23102978211672537, -0.05707683943748875, -0.07984536195616716, 0.32488941536367116, -0.2290688748862795, -0.13936793991116794, 0.1694324559471817, 0.06032004472582635, -0.18039589264709516, 0.147734162191345, -0.013961764061790545, 0.2130866429069368, 0.35971365685304435, -0.5917906032725331, -0.3131834222873596, 0.049236112746572885, -0.08267381618274802, 0.6122229796477201, -0.34027165023678135, 0.26963248491840397, -0.09579081650636456, -0.06615697926842173], [-0.4011828289576012, -0.3326649472163513, 0.19173667921389126, 0.05814080539121941, -0.15243049298448352, -0.3538517284467767, 0.06952472961940057, 0.1254660330952128, 0.19768583316504196, 0.2703467508870223, -0.06251951225333825, -0.0818746948172257, 0.06784365828951612, -0.004331620485779425, -0.0729087277786359, 0.15871085052959816, -0.25060769079950895, -0.01422763104486523, -0.13795190914841157, 0.4608016321483104, -0.5831440103696695, 0.05807968743575327, -0.14479816728339112, 0.03293906497409645, 0.1584123216113979, 0.11936681200708982, -0.06601659822615302, 0.0031777948317815684, 0.16178121665718317, -0.11412992159159598, 0.17214527760734047, -0.40744839139328964, 0.2996353020982127, 0.073855014972904, -0.5193458375389852, -0.12172765300894582, -0.21317033595542956, 0.16266310914404067, -0.25218356332073594, 0.006407661318347045, 0.21868387935483252, -0.3057319493094461, 0.4783940015698893, 0.0684701363178485, -0.1840025664569313, 0.055808762842364634, 0.03140388257982201, -0.01802357852243873, 0.005513529619925503, -0.3690345844422238, -0.1668654111567119, 0.051510146329776, -0.5293127089291187, -0.21122075043625024, -0.06292694184590249], [-0.28636238091944727, 0.3360203895349031, -0.2755106444328381, 0.4492134230738103, -0.06259965100464226, -0.4464857324442426, -0.08929763699058266, -0.18471185071501306, 0.32111377484501147, 0.15943072072850514, 0.2644753848717877, 0.1058413446075577, 0.09402146985441664, 0.3171194057560742, -0.14176980813129014, -0.10857358671158973, 0.7147935526782925, 0.128098667270242, -0.07149416623772939, 0.2174803636082637, 0.07552869106408028, 0.04304542071075382, -0.08081348499423471, -0.2562392672453091, -0.46021108711659453, -0.32721663353707314, -0.01743709568494258, -0.09374453908808408, -0.11226214568598367, 0.026843900680465577, -0.04149825353865493, -0.09233719704399167, 0.29065957952305466, -0.3863373392353575, -0.2575277157932038, 0.27511380330315244, -0.12771887005522475, 0.08289902230256462, -0.12538819327167006, 0.1556527500406822, -0.520239396823755, -0.265487137860946, -0.379243089889944, 0.008690887187716795, -0.025263172433239434, 0.08938562908491565, 0.05862919049313238, -0.11068748355463154, -0.4609921530782543, -0.21319328581384608, 0.1764721351986977, 0.022935192802363256, -0.17216361440503444, -0.17875686718049003, -0.10284711330238885], [-0.000571984738175782, -0.34111173003690975, -0.44405954409055926, 0.0174854833938687, -0.36693881764654634, -0.07270573699831348, 0.3930903171138807, 0.2728656514472721, -0.11827041969314808, 0.3818498376327018, 0.14403217231851112, 0.001495037258846199, -0.2854455512377254, 0.2805667343324926, -0.4878280728725582, -0.04880533916808562, -0.005566971585426905, -0.2040125078436414, 0.14772924452227124, 0.3506465748388335, 0.2427500171415964, -0.1259096580771636, 0.17947730334427855, 0.3628201398324464, -0.17634306684126172, -0.07507384367132566, -0.19632597099204252, -0.055845778872173624, 0.062891031922443, 0.09558703067409069, 0.00858099242604288, 0.5244901616258177, 0.27168233149237714, 0.26363755245253356, -0.08447079337620593, 0.004676902617457006, 0.07009868785988745, -0.22002649599725213, -0.20923556486849432, 0.5711703582330523, -0.02604883982321928, 0.25512333680799903, 0.09814852212804145, -0.17425371531101133, 0.14167693760381017, -0.16290498534180936, 0.018493317880341267, 0.250003735295629, 0.005972729189256778, -0.20513009348225725, 0.05491766615673161, -0.1765390667554329, 0.08397949544167005, 0.3419494419348738, -0.14309650051090544], [0.29239771374204215, -0.21836417994324225, 0.1819629606912305, -0.0011356287191379988, -0.29093314607432497, -0.027308687036846527, -0.07283095565137812, 0.028261664531924725, 0.11186063990438777, 0.1689972115274977, -0.03574670664836982, -0.09679485233322764, -0.041846405081156675, 0.41853226364994894, 0.0274030886157842, -0.03170951583656623, 0.2222157996514572, -0.07283394863975264, -0.35493105694020843, 0.25879967166099604, -0.17953700922254692, 0.12799107404847324, -0.07230163153436682, 0.042314252852960574, -0.19889787894311725, -0.1730844463100271, 0.31669524926176096, 0.24368132170148848, -0.3539960762718323, 0.11091574211137797, -0.06941125901943462, -0.3173865840021674, -0.34944278043597166, 0.30138313226115027, -0.3081017172571608, 0.3889491508071957, -0.3920969533180847, 0.25918230650453694, 0.4729978806623971, 0.18363992102074195, 0.044964016001386255, -0.05243943760366923, 0.1634321295712397, 0.6051388433999971, -0.2970002844630991, 0.1017150849962587, 0.04471208244589534, 0.32914651236749154, -0.3288062604977044, -0.22993967776296942, 0.2176970978689943, 0.07196234381699558, 0.4582750535464184, 0.13275307428045438, -0.058909469935816944], [-0.1867995342223448, -0.6213957138883822, -0.009504834954123725, -0.07468711818891491, -0.3013180481619816, 0.019527433725572425, -0.12279017403706206, 0.13835830692618442, -0.052506590725299854, -0.08480411208304979, -0.2176764801565069, 0.24968392277625884, -0.25430097050918593, 0.21768250277373763, -0.008978218668392206, 0.012446932714880496, -0.07778514692788421, -0.21617213484107212, 0.7668509896896876, -0.26005588288013626, -0.40078485192952423, -0.5807746503139591, -0.1960887531766754, 0.2949823099765093, 0.4173112983111722, -0.057668285874886455, -0.19733610594966888, 0.33263195029185416, -0.18978535167014388, -0.18300471852311362, -0.10087465521360602, -0.15297623420575163, -0.1118210014594, -0.11453453646669814, 0.07849890687439724, -0.13012050494811875, -0.17079934661645718, -0.421745814560882, 0.5871576689520787, 0.07287512702496496, 0.0788473653598026, 0.17905839193083384, -0.0032950576204895457, -0.26612568702360667, -0.2787499863970987, -0.35560483820779926, 0.03922400529858392, -0.3134936014191699, 0.15919801837643735, 0.2096258793864231, -0.15953736649487193, -0.4528446047633651, -0.16103363822260505, -0.46584311547098756, 0.46431501441477785], [-0.2386884761730316, 0.11827168775993387, -0.28910259468268806, 0.060549877695435766, 0.22813588641379862, 0.09360977121417023, -0.016383016017025652, 0.14144353854445002, 0.27228431362156585, -0.03916363187782074, 0.381607881861701, -0.3710227872066659, 0.4621827881558451, 0.24578084671442582, -0.0782724901227728, -0.04870846138154116, -0.3307297937474514, 0.09049957192592753, 0.030460808996171526, 0.5482815265201207, 0.00150721638633379, -0.07722625064255598, 0.05273209366030571, 0.148904007127042, -0.10906185020957584, -0.08832150288708315, -0.27818120521509915, 0.1008099847241937, -0.14335845362099428, 0.7120549353612238, 0.430871715120392, 0.12506305320147354, 0.2507924848282341, 0.2768114135524224, -0.47199360201916224, 0.2811326654628896, -0.0658340802911885, 0.2227735828880073, 0.14293766681316308, -0.6996608145918435, 0.04798327402845363, 0.062299298289464816, -0.04310476969879361, 0.262941731185824, 0.07350778459830427, -0.49178657751219246, -0.15809532455182293, -0.027797675716775556, 0.14859561772103883, -0.4673711273433373, -0.11069051364603236, -0.05605182742276032, -0.02993108406238238, -0.05549362230028698, 0.20707992896916158], [-0.3281079921343451, -0.1632791455687518, -0.36962886243052634, 0.25557832109291234, -0.2090457208779597, -0.0038944366590953627, -0.10768013978204073, -0.09271703050036899, -0.1661094999818547, -0.21523308623195989, -0.4476930901116423, 0.08339757561572714, 0.28774352666968644, -0.11343568214220272, -0.17729008906289415, 0.024488106943131843, 0.14626357920725588, 0.4957346677518488, 0.006438304537319431, 0.3763976242590855, -0.27424825985363416, -0.03740456865658246, 0.05619788401803065, 0.34601446390199925, 0.420508480014938, -0.08543650995190072, 0.13981931951665016, -0.16310898285088846, 0.19664986463904535, -0.06148344247181013, -0.11455707636568259, -0.5864524501135734, 0.07465244244691137, -0.2778663884124353, 0.24254515239673888, -0.06255980510929704, -0.4036754224321882, 0.2206073823246718, -0.09135622656805018, -0.03903314179977482, -0.13159584221414766, 0.29080793204195626, 0.18677027192640788, -0.006994903683432888, 0.2012054717631423, 0.08943707652831324, -0.07893248166235586, 0.09089786104444975, -0.048385401247565726, -0.13254476830414993, 0.10419307452466134, -0.5046961185928539, 0.21100039712325516, -0.2298863628133295, -0.33262136868563164], [0.05917728683719718, -0.2679647201212429, 0.27862288917831296, 0.5783740088003846, -0.24729201403685624, -0.026163165006203117, 0.13760582929308596, -0.17571535066880814, -0.12604999265472455, -0.246032717100599, -0.04137377338736267, 0.05204544451024729, -0.34365096982504495, -0.16828378284962134, 0.24569994154467534, -0.06923718145067156, 0.4568425904057779, -0.17526701535004943, 0.34164071402027374, -0.17313494740581367, -0.29688408313820736, -0.6908839229201299, 0.057174603475765806, -0.09541848063571022, 0.28194939318322626, 0.24167375668048668, -0.05326793150986352, -0.12572195975807499, -0.10657240597344628, -0.20836822068678001, -0.05291703633974027, -0.0004262167047470247, -0.012750504357737035, 0.5848877024191839, -0.009321954042406114, 0.1288959045420907, 0.11864929956455283, 0.06589056501375971, 0.09261612707535075, -0.19131901963249895, 0.08583078480850553, 0.41430677864505244, 0.38569665395948644, 0.36771512793825945, -0.07040113097177805, 0.04693250493736763, -0.02976968259862784, -0.13870198914329387, 0.21540772769562808, -0.33385079386791977, -0.10353760905134919, 0.08855165437618387, 0.06592087925590807, -0.06963201358416382, 0.0361525569922346], [-0.5337576119275607, -0.31390447053381665, 0.2645186806248891, -0.046768419821228834, 0.013731763362359959, 0.08546465095918006, 0.32296628019106444, 0.3085195444097316, -0.27988464949351016, 0.16844351413983064, -0.026943997764470255, -0.5487480794871931, 0.2591448128106339, 0.39011709862524413, -0.05192944095386724, -0.3795479630911472, 0.04917539803131147, 0.013587408575019548, 0.110712997707864, -0.029620831343328696, 0.30539405117311313, 0.3847297188000828, 0.10281648003539902, 0.3014519767078792, 0.03979601660313385, -0.15136575695304033, -0.46108495864605786, 0.020114004249729287, 0.3120168941024627, 0.23035559564363403, 0.5264343821487326, -0.16536899512438322, -0.42820314364188367, 0.06386988545912654, -0.1350921416805154, -0.14637255347846845, -0.07873018193503498, -0.3440735787320843, 0.3557111403684578, -0.45213506294407035, 0.38531113439206227, -0.38337399763566293, -0.09256969479129333, 0.2614314025828775, -0.45476595446841267, -0.01264603038157245, 0.16232731706107517, 0.02058796294327848, 0.029936534076611274, -0.04630650916643318, -0.01532149596143463, -0.04191886498801595, -0.42929576423939053, 0.12188585657507132, -0.18769112896919796], [0.006180667642295086, -0.10449425357637358, -0.12974499489916663, -0.010604538494739517, 0.06888474622296654, 0.3593979497895826, -0.350687846130954, -0.11082102105613431, 0.21367246763672662, 0.4271523923291875, 0.4132818922757484, -0.22070761758783214, 0.07669036390667688, -0.3726604137516768, 0.15319940570192564, 0.4272627869550757, 0.43946120417072293, -0.16501427041665354, -0.21689353766023345, -0.23555944218581554, 0.3984505828024498, 0.2630566094688059, -0.06357376082558033, 0.12858280414012668, 0.022710350898485318, -0.11099064441794299, 0.024883203611071283, -0.23578276816859264, 0.05644343738150824, -0.2710111653690629, -0.39633684131654284, -0.1535459523326493, 0.18873154999956365, -0.06682409664614189, 0.0457888575215954, -0.042293819811134344, 0.31110019429318864, 0.11081115378316606, -0.1374600692415412, -0.2802568910682577, -0.6873032583520424, 0.20115668207040613, -0.06008301504495658, 0.02975362329731738, 0.30629038986676715, 0.12314595763579425, -0.10457316838658788, -0.22018478437084316, 0.660811336249467, -0.035095151870286695, -0.4470854425913732, 0.14880355701861486, -0.36050783985505713, 0.15529077383812304, 0.009822199865592934], [-0.08442847564282738, -0.12699492782004568, -0.18735818051959283, 0.13665775488221235, -0.5730331747097609, -0.20678715066803469, 0.1450801529920848, -0.26346796204832923, 0.1154864857395038, 0.1843062551962362, 0.6646900773827688, -0.18802714018145986, -0.38562664677024244, -0.18136025336420294, 0.33458492196236733, 0.027126502283310608, -0.23729063820588545, 0.13268433360114756, 0.17201418502201504, -0.17582573570396362, -0.39182757576079796, -0.2270333435358927, -0.30718940232185177, 0.3693396425953486, 0.4428021307108126, 0.1886606755951442, 0.06666803251216738, -0.1932461917024559, 0.05458210927428068, -0.08234728110152159, -0.26963494714286357, 0.48628143867492274, 0.20606302650602487, -0.02206414079123318, 0.2130707317166538, -0.45848668670905096, 0.10868206805241346, -0.11874864921788666, 0.22115237811171615, -0.42097967703857614, -0.01836454389325195, 0.07493119216893254, -0.22739945963089434, 0.010061712060693145, -0.4198359921465993, 0.2000692165933904, -0.1942647472555556, -0.1907094837685992, 0.20116800777102173, -0.19435865169196265, -0.11153175575665109, 0.04019081763098449, -0.0001424583160372292, 0.28285405339689373, 0.24959047367350415], [-0.2425480865470189, -0.3879592800180365, 0.06400160018289006, -0.44169863527629205, -0.014901768307357864, -0.2777001842713422, 0.23594175151418073, 0.3275001995293413, -0.2215510706446197, 0.1996509804018735, -0.16942070246854507, 0.16575958748499126, 0.4483435602898558, 0.08504237689538682, 0.23413551534367905, 0.5278923238721501, 0.12484838231360389, -0.18744460424137563, 0.12454101927514726, -0.11645426335340228, 0.107621690450235, 0.20801917536504938, 0.26900696803553903, 0.4518038931933585, -0.39645333251780135, -0.2624879644309528, 0.04629239881337334, 0.12870470845918877, -0.09310357201586544, -0.24069888509051712, 0.11232646449819786, 0.33817475509920986, 0.08538406088841269, -0.010873218425578694, 0.18275970934670005, -0.09820093309461718, 0.05750754532223222, -0.11376605234983646, 0.21301581986577284, -0.1811029775818461, -0.16743113006458457, 0.025692423620843313, -0.36895331716993307, 0.2007977839261837, 0.14780322049488004, -0.1985402308261861, -0.22185736990686888, 0.24167626185339774, 0.25170736492924145, -0.09896919349769294, 0.5492601843022394, 0.41781480211472144, -0.3065075710420397, 0.2150395832184876, -0.3314774303767077], [0.18181228989275897, -0.2772620398434315, 0.0748484193862351, 0.0356770361579289, 0.08765197706657363, -0.03381600096839148, 0.25113560909800337, 0.08093729751165031, -0.079252358785696, -0.3589611011125685, -0.13378051399664265, 0.422264134338931, 0.0015195151569822943, -0.04337128002604089, -0.04075883853435907, -0.30324307607598605, -0.13783610249247308, -0.44954361365875967, -0.37422744851086376, -0.13150229055627904, 0.5855599720648714, -0.07742346379522898, -0.014228648125406364, 0.037610133224482076, -0.11011340779324555, 0.08019175614789678, 0.2875806448050466, 0.008445400089078098, 0.18995678767383267, 0.3674277098402925, 0.02802851598010836, 0.16491854992311303, 0.400878281873182, -0.34189352739081397, 0.18118363554909978, 0.45707199349275085, 0.1547694828006164, 0.04253538123301351, 0.04242877336725602, 0.16620903761519312, -0.000521958167967955, 0.2671266307250076, 0.19761184938288956, -0.467827840375594, 0.1877451078684403, 0.035179726820090906, 0.05545657950590446, 0.09410638033995089, 0.2722464808817097, 0.0247152272846142, -0.08798427538147942, 0.10475596446645286, 0.04825869670469743, -0.017339646190807134, -0.23249598099612456], [-0.1540427350871264, -0.29783580924912045, -0.04181973535043209, 0.028810404872149312, 0.37140420877517316, -0.05311235561935337, 0.09828261594394767, -0.1939784016445312, -0.03173308451066042, 0.004526796152244161, -0.1422080272554417, -0.4171285209949161, 0.4134749790419103, -0.012719764314370014, -0.24977686071776414, 0.08573756607597882, 0.4793429374026069, 0.16417365037262616, -0.117437156810585, 0.16814278565911867, 0.3988192351011779, -0.16000591769733039, 0.25379855307887106, 0.006639740590380697, 0.5277574562379587, -0.31147862361094203, -0.0051624406789610305, 0.11161160148070016, 0.3719545870337175, 0.3448666491354211, -0.049120586616124756, 0.12316606043867433, 0.3274755477128988, -0.35170482985947626, 0.04721312857287392, 0.3066556981434605, 0.5643778461318718, -0.2875702554323644, -0.2610262353239626, -0.08607548763324153, -0.5563609360643388, -0.16801505725608545, -0.1647775335870882, 0.23614603283473845, 0.15600014584642657, -0.22283394822225608, -0.18781144397363878, 0.039690435761047395, -0.1017554512277402, -0.5226896711638147, -0.18990822806810298, -0.3504417546258768, -0.020822619539309396, -0.03739284564575826, 0.02261710074928553]], "b": [0.16896763855992245, -0.046898377099194366, -0.20003919326043482, -0.37323245685713724, 0.2169120880331094, -0.23700053479650032, 0.3985517438561575, -0.23406568368326303, -0.2787259455341238, -0.07919878538650243, 0.32099667657119113, -0.09416863478027773, 0.15937023036245435, 0.17067996636570662, -0.4071035300754086, 0.07354622695631968]}, {"W": [[-0.10011540888056439, -0.01738321015210962, 0.03080106536626817, -0.168710685886242, -0.23576608258081203, -0.37439605446819707, -0.5469211865518439, -0.12464895924611197, -0.41433591120694585, -0.25973239228847955, 0.19057833095750348, -0.2346930143458767, 0.29351530069828685, 0.2825598568566352, 0.41518950483030986, -0.12341671705951915], [0.3101267472681121, 0.10803400010233545, 0.4924963260985728, -0.30961831851279537, 0.03869826550922814, -0.2482131483173918, -0.5294738311043338, 0.07510124682562894, 0.12196650748297073, 0.033301069432792346, 0.18618518757449315, 0.026234418237405764, -0.06632599492575639, 0.16574482732578638, -0.29585868841195856, -0.09087768520712093], [0.3500275331454691, -0.13931382166880346, -0.4630187913093096, 0.36900930399427906, 0.2335923574905895, 0.04402398659837752, 0.03745909779067239, 0.3097132799178884, 0.2175939796373921, 0.17580294448887596, 0.5518127693782386, 0.3265957797680942, 0.12600972515987538, -0.24717079901083583, 0.598258753719634, -0.4313924582540835], [0.3798741519013084, -0.22855917848646773, -0.011050438250745517, 0.1666250979767854, 0.10181467864472284, -0.037083089406870225, 0.2942211146071462, -0.4524498222737741, -0.04302909776671109, 0.06188638306073083, 0.059151174103504456, 0.016924676719024534, 0.19838674510119692, 0.06964254818492362, 0.09816831617802942, -0.2071971070568957], [-0.3098071252649261, -0.2670239734306412, -0.33610037687505817, -0.08258302586159215, 0.16451824479562036, 0.16712394986094237, -0.42308046341208394, 0.014992751982136995, -0.34438672506725726, -0.09303604654030914, 0.15038916419351786, -0.18244795694592494, -0.12234586718685751, 0.08800568237703543, -0.1467092838518717, 0.3302235152144984], [-0.28921859091067365, -0.19465197064751802, 0.2191613468153438, 0.46240058350502544, -0.31866868701323536, -0.08322822275876102, 0.15596004821327192, 0.1712312728715894, -0.003556638978611505, 0.1585490444529742, -0.08544632357032608, -0.1255267853854022, 0.0943169059654535, 0.27754617018151884, 0.033386204615702415, -0.097827922336331], [-0.2678440286954043, 0.13118740561099204, -0.34380235758233263, 0.007955280964287437, -0.14463051350759237, -0.6563548742723033, 0.19070657958464063, 0.03885734267637261, -0.12790669011461006, 0.04666264372091404, 0.2849223590926295, -0.13668945221863713, -0.23627721368483162, -0.5631370163089091, -0.2382355654216956, 0.18673638161669448], [0.08287752855316072, 0.1617388363604988, 0.2750042284894998, 0.19726191128547227, -0.04418644475232186, -0.08613275317355584, -0.5895338584728992, 0.11584653046778243, -0.4111291312454083, -0.05087428625613727, 0.5726897569118454, -0.24833589853861832, -0.3639086704407189, -0.19386720587310644, -0.11229172484757385, -0.3874193261809144]], "b": [-0.022665878411396407, -0.04613849116075645, -0.05720737115833731, -0.5498576655890107, -0.25985404708033694, -0.3161147976682549, 0.18503881890803855, -0.3341602748047861]}, {"W": [[-0.21625114617776173, 0.25872610627999165, -0.006451657430025579, -0.21442028083717304, 0.22487296004419938, 0.3634979189849903, -0.35874490611177146, 0.6490696027451743]], "b": [-0.4854235323255313]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 21, "best_val_mse": 0.24718932807445526, "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": "5e0e111ca9b3dfd5d0eafa7659301e295069f36be25b45a2ff3ad67fcc20e710", "train_window": ["2017-01-01", "2026-02-28"], "seed": 2121, "created": "2026-06-20T17:11:04+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": -0.12305936555858277, "fold_calmars": [0.37267924830311294, 0.08010547199094879, 1.3252718324140602, 1.3583639923234738, 0.121171922049213, 0.0], "fold_mean_calmar": 0.5429320778468015, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.24444444444444446, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.012, "fragile_0_05": 0, "fragile_1_0": 6, "trade_target": 15, "base_fold_score": 0.38005245449276104}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -49.29987074594478, "i_long_exit_activation_threshold": 52.43401754049288, "i_long_exit_activation_confirmation_threshold": -57.33925983807886, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}