{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "6H", "arch": [55, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "totalvol_norm", "m3_momentum_norm", "m2_tiny_norm", "newaddr_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "sendaddr_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", "sopr_norm", "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", "cvd_norm", "btc_gold_norm", "rsi_subtf_norm", "bb_pct_b_norm", "cvd_norm", "rvol_norm", "active1y_norm", "hr_norm", "sopr_norm"], "layers": [{"W": [[-0.15090573845315491, 0.3664277065648121, 0.11471865306305432, 0.019609826260825452, 0.22432903293311457, 0.04686869074619685, -0.13232482589670477, 0.18835636626517216, -0.2093958829968306, -0.4337963513341907, 0.18385767005911413, -0.10565361955704662, 0.02950093963522464, -0.14864388244709564, 0.3294732973918851, -0.2251090022388898, -0.4476872769227523, -0.02043704813115272, 0.2656971617966234, -0.07833767372875146, 0.4686081210101271, 0.48822979394583854, 0.24650137633743135, 0.3562491097327595, 0.12567995834811077, -0.0529809483359059, -0.546276011075019, -0.3701080766776994, 0.4338654691315998, 0.14761685662059457, 0.20079905138141568, -0.08324325127005223, 0.05167436020914371, -0.3481478253972331, -0.20407914937632524, -0.3089190266698861, -0.2605974360408894, 0.17679253212406149, -0.03854972841307967, -0.17602682560734045, -0.23418348433199196, 0.03873497239044314, 0.050466924998200616, 0.2641177387396576, 0.1383681955022436, 0.06610441029076614, -0.07950793098207044, 0.0568028426871816, -0.26188757675195506, 0.11132068602810245, 0.286922759379668, -0.3711849577336372, -0.08905989278573984, 0.369228366504853, -0.010876022089459151], [-0.19240625525401006, -0.2800986781223527, 0.03068262818699903, 0.04615134397827871, 0.0577398531523789, 0.07856370249024028, 0.18195753985153165, -0.18740990405420607, 0.2625892627034927, 0.215807853526551, -0.32409763625876353, 0.5108988973870531, 0.00575005984908112, -0.02124173761711216, 0.10239052436683702, 0.05192576185275306, -0.14240069298181918, 0.12413213988597878, -0.05280763783724815, -0.054481765219438094, 0.2612682207180396, -0.14201251796766726, -0.17607341747244704, 0.33742000797069094, 0.1725557419144273, 0.0478692428732852, 0.15828822903148504, 0.3260496859416532, -0.19278083841192592, -0.1790551614590773, 0.10877142295195692, -0.06808697699631601, -0.04026668983734921, -0.22576334801770687, -0.06312536153819448, -0.03301235397387861, -0.1965301730000377, -0.2543366493477548, 0.10635398167756141, 0.25523071669999786, -0.06304655935423457, -0.1394719236345667, -0.036062812193533286, 0.20121535756795897, -0.1489021929257104, 0.19967367875404432, 0.36283538242973157, -0.04235206221525502, 0.014848575574037168, 0.00976222232687176, -0.5039290066707812, -0.3508640202475008, 0.34411677875021773, -0.23912338606596203, -0.10467747490752494], [-0.20162254897403198, 0.2594681297110543, 0.14561587052883243, 0.25034463863701184, 0.08996939233549796, -0.08133159700573674, 0.033861807596835165, -0.0024080412084157123, -0.1302730012758371, 0.2537065070355011, -0.3623564109490464, 0.1307680780918184, -0.3049625263258978, 0.5280021883173358, -0.024699031247921867, -0.0018597868038940472, -0.37922303832334137, 0.25711763241692576, -0.36493411331136927, 0.18505353528260898, 0.07254215114128942, 0.11995806655540309, -0.2664880197987774, 0.12578022815891646, -0.061378420957921856, -0.06584541435427624, -0.3225407517380406, -0.18215092461962107, 0.1261194270357767, 0.18294507906142657, 0.11411824288176006, -0.09408173083076445, 0.24107158238196036, -0.11659321259868875, 0.18585465920072483, -0.07197488640302424, -0.2758384260003053, -0.2222157164256955, -0.30579496060899336, -0.10498413492405954, 0.3479243713932922, 0.07122018182217399, -0.22154260458095942, 0.252899990944756, 0.15722288735929496, 0.14455863935811564, -0.05079748082128863, 0.27510644588916217, -0.12581474013091176, -0.047906308187197835, -0.06741268066966669, 0.38492819395242217, -0.05182040612731388, 0.461184235218496, -0.5672996663438334], [-0.13070931805275054, -0.23538242347264224, 0.028582530278315685, 0.06437272964945524, 0.03339135318907522, 0.007772153780441389, 0.12354840741855755, 0.04721345841098894, -0.01050064337571974, 0.2684332953739254, -0.3102867433906929, -0.5025612143280949, 0.18718990908625138, 0.25415076059738784, -0.19348900112569953, 0.2525907439655351, 0.30685268021500883, -0.3381472253390358, 0.2308559185327361, 0.31887819264285755, -0.1975246354448223, 0.14146669380515056, -0.33495056442258664, -0.018954494059667336, 0.047228928089705066, 0.09207466394810593, 0.17144439859984031, 0.11535251921428984, 0.010244129016969555, 0.1045898978184652, 0.02960484730891247, 0.11063253361012403, -0.18345272509613741, 0.12666693975733462, -0.06031527351577308, 0.06920013284792971, 0.4205032919060308, 0.03646757865188746, 0.1406234152183724, -0.10126067164564714, -0.0567907954075135, 0.22581072574780778, -0.0534205877519633, 0.2687009932073269, 0.14756080381117462, 0.20936874737974712, -0.08584353050884871, 0.04822269045871998, 0.07713519336643326, -0.15418725710880102, 0.12209719064898736, -0.18485500555577528, -0.034324008328777, 0.19921180122504514, 0.03410324804770115], [0.23766141167194216, 0.25702414644602334, -0.3760661143066023, -0.13137513771093215, 0.06472418757026602, -0.03520324045144383, 0.0045621635307864575, -0.13765089222519317, -0.08179861800771428, -0.03230107174581326, 0.09075077342163697, -0.053610079970860806, 0.35467986081873426, 0.25163907059773194, -0.031117234547701003, -0.1901219858348775, 0.08344363538751849, -0.020206526122351215, 0.16556047377796118, 0.14232642626651099, -0.1450210637202773, 0.1575638356781206, -0.4142288005276046, -0.07825977206503772, 0.1203667762203752, -0.012202890702520092, 0.4359733060112547, 0.11923321678607351, -0.17835303625259485, -0.23170260902713158, 0.40230654768038554, 0.04992052324371297, 0.04976145176688859, 0.12956650971683845, -0.1358743558761753, -0.3475402085891671, -0.20646852648278619, -0.2411585594897375, -0.01674856617696894, 0.12773390913314014, 0.23237466807434648, -0.1483378769092221, -0.07352229672778482, 0.026479746173301996, 0.06685408250011737, 0.38919094061626125, 0.20476041261109124, 0.11773788709683779, -0.2292490293067584, 0.32449406884114634, 0.3323845275758127, 0.1090753988114376, 0.038083691940736485, 0.18950746215083786, 0.06592716945050586], [0.09297944396072699, -0.3222641846967795, 0.11937887255254633, -0.4450380010974588, -0.006746084860810075, 0.11563191123885358, -0.07259351501301252, -0.24139736965899625, -0.17351002291686352, -0.3589586676072123, 0.5422880522393718, -0.16911069401855935, -0.39406697044391414, 0.019508220408369577, -0.09962632248793787, 0.2088176146847947, -0.18429978892786764, -0.001348303844353341, -0.03074259334044438, -0.30113141172778907, -0.20172983333276212, -0.08221826058584603, -0.19375391718655044, -0.00519832386679793, 0.08657491165749863, -0.20564840834911632, -0.214132643530206, 0.002046792104619856, -0.06367093003504597, 0.12480927912118596, -0.07730349380756897, 0.16223811037307953, 0.006591076545907485, -0.14815818441222522, -0.14274463553639186, -0.20626738935094233, -0.3387290437844764, 0.13387894670627634, -0.281677204806497, 0.22968631695630537, -0.26289332221553463, -0.23274745988441792, 0.1289018279403759, -0.31181764721539046, -0.3029930901886035, 0.0032883954377362, 0.2861489384022524, 0.13656851533334158, -0.11639039312689423, -0.08262727643196344, 0.26875096923048625, 0.020339835607302535, 0.32360267167058365, 0.09287195152824415, -0.018457708897521304], [0.22688385201854894, -0.40320146046930444, -0.24936522118772364, 0.23619660520644944, 0.4463671180352895, -0.27480926751792645, -0.19941039223652715, -0.18760371553551572, -0.2881162640515411, -0.3505827625007972, 0.028157272052938755, -0.0541832363748251, -0.49470822921739643, 0.3118444282330786, 0.061031387028602946, -0.23457050831810175, -0.5168977816620233, -0.0653806178923873, -0.06652195853893361, -0.03468725993746691, -0.4334285001663797, 0.4746023349603779, 0.2073120606602037, 0.17963684311403813, -0.1214306545850318, -0.18108525515801946, -0.15613259911718405, -0.3282868870341449, -0.3750331899829958, -0.3107833785610684, -0.15152666878166376, 0.10554728485145787, 0.3409099959128326, 0.2935025261672319, -0.15102382020056995, -0.09571537877070205, 0.05351407418595326, -0.05264101841123375, 0.18956930342113928, 0.4224951401876037, 0.3200192444492803, 0.4245383827368341, 0.23109666765024633, 0.32831602523672376, -0.1551466227642476, 0.3963017131476644, -0.2493611394558888, 0.24328743245627404, -0.32754111455517465, -0.2621822330016116, -0.2801937190973828, -0.07418185902284877, -0.09028773645982024, 0.01954435258867036, 0.07121198998452517], [0.12168008376399486, 0.2903036926813636, 0.09395474952842664, 0.279355974386868, -0.004060761045767979, 0.2750144281200506, 0.3152124174267166, -0.14224964880076196, -0.0711795130889286, -0.2330569825069814, 0.30726566100006136, -0.10177203772669034, 0.1043221041591183, 0.004118751146223648, -0.48830992707734977, 0.19911302202328268, 0.19528523619756027, 0.22537738002299015, -0.1830835203115008, 0.07332532184569945, 0.16048263698810408, -0.04512634452309083, 0.20686666532266385, 0.14959525404283994, -0.15633981944365033, 0.001361975274262097, -0.2958261652709999, 0.5681126366514665, -0.13696975683979534, -0.17372776293917902, -0.06792602301756173, -0.2725485025690574, 0.36804202257007984, -0.18060375946002521, 0.37149066256123364, 0.3259757855950435, -0.23663295636877438, -0.21681291791715973, -0.278200306088065, 0.18750202154339207, -0.27816703494391914, 0.2886659433018931, 0.05831612093048019, -0.04298123571959479, -0.028552350807782637, -0.25951787102478596, -0.11960927384212575, -0.042210796663168806, -0.1727255486268456, 0.3659028318163656, -0.06114332598649596, -0.08904630464857732, 0.38137517749300825, -0.10758318365381002, -0.069439253385952], [0.0563476285751826, 0.01830891927057412, -0.29221682902011326, 0.34332083813239433, 0.26738493347115877, -0.20146992626025334, -0.021990262443988627, 0.003545127877906288, -0.15067920027225168, 0.23151950436053215, 0.036403656423340376, -0.0558332239742224, -0.06860882979527791, 0.07378916658200838, -0.14113331273158874, 0.24416724701323908, 0.007883147502489744, -0.19757997013876355, 0.11680560191297823, 0.06453820887646891, -0.20366113599551816, 0.08541016005011148, 0.21783980242542494, -0.23377664300878537, -0.08633199692751319, 0.3707844563216341, 0.07271623873555275, 0.016011335650402803, 0.3803995743096577, 0.3395611712730734, -0.20864626546725115, -0.43496496633056025, 0.27629486951018273, -0.5337242823803224, 0.341904357348703, -0.006306613593084941, -0.3515415561314157, 0.07233914118907114, 0.09367707841547881, 0.15522310769682823, -0.01815002807253812, -0.06599809278795767, -0.15260247118234688, 0.3057804691252103, -0.058248594744435445, -0.36581935597333864, -0.19740424690470243, -0.18094138067542676, 0.050319365486183036, -0.06486699519275732, 0.1491094936891555, 0.24147768528559893, -0.20520493388802227, -0.26677853386682165, 0.5177228504011084], [0.11449354358609892, -0.21364517153021576, -0.003771059374946789, -0.39089933372247343, -0.05608812255880152, -0.04103959111494034, -0.2609773593624249, -0.1411125201106789, -0.2909426184635777, -0.19276624982218715, -0.042178531611091044, -0.0247123772184717, -0.2415930820866265, 0.4172377712661123, 0.16229352237415987, -0.0450055990289273, 0.06316245525626915, -0.1343072670456554, 0.6364820521987097, 0.10591502357038486, -0.15263799315909, 0.3784255043791616, 0.009985786077099618, 0.28930161932727816, 0.08813652840213106, -0.046877111934942275, 0.1481115196005827, -0.005498724792230174, -0.17105005576842003, -0.030968113777235518, 0.43272096985850794, -0.3366205087603968, 0.05607899391486879, 0.3620363224423129, -0.23286984429898022, -0.06599468688902038, -0.041935402027953206, -0.04379561352783341, 0.045368563792798695, 0.08026212286177563, -0.10485351123068522, 0.1205422866589923, -0.03551137122645895, -0.026534231987340826, 0.35986898288025565, -0.21132680283035427, -0.06993274410577913, 0.09874408391488525, -0.2640377283559383, 0.10160291078101923, 0.03632389764964287, -0.036022796076960455, -0.2789309299027309, -0.24891041785003493, 0.0864137963443482], [0.01911754858645103, 0.33155725589257357, 0.0629511371289366, -0.4579104470650382, 0.4176215144030046, -0.1488696854301773, 0.06354307743941007, -0.3611408288035354, -0.016656293596522983, 0.3663783615152817, 0.06043167601808204, 0.37718482689254446, -0.20647133384718985, 0.08736696229448142, 0.12210441237315613, -0.006700273882268612, 0.14852539871693923, 0.03981499685075981, -0.06947788324950091, 0.07452922747888299, -0.0525182620973503, -0.08666123230728211, 0.25422925789122497, 0.1079653194435951, 0.2907731279069333, -0.3437368581864053, -0.0950567154894892, 0.296725181151517, -0.4129444890291337, -0.18703981005842138, 0.028945469029791435, 0.04642472224999627, 0.4355385600603145, -0.10560393078356796, 0.3128133029420309, -0.33885267784095363, 0.3191436502306025, 0.7252103624571851, 0.15733514196389017, 0.23635734632965252, 0.22077258642413614, 0.3905722150010229, 0.29590025216087235, 0.06095173512105923, 0.021715694902735266, 0.312001858456805, 0.20225019897422222, 0.0005969439220213438, -0.34813284764675356, 0.0031134925711264003, 0.1159200040778498, -0.15123979724675957, -0.22128562565901405, -0.14784332192546656, 0.2836643665084291], [0.24826924677517606, -0.11736861630804515, -0.1574027555356194, -0.2767155638693672, 0.02523178157359543, 0.15149619615661933, -0.20928383194754807, 0.06743028365592643, 0.22193193787052157, -0.03970460820016757, 0.1441584889607792, -0.16864553705351787, 0.03785648822369158, -0.024034787297074565, -0.12441551206203304, 0.05437913910952898, -0.12738298609991816, 0.1361702150176037, 0.18839392190348003, -0.1559833469427878, -0.04381771955499361, 0.35404211497028487, -0.26217436771153796, 0.0033349854233777412, 0.1381131936837515, 0.29127412891265314, 0.28735146230719194, 0.15842185111547688, 0.3440563071180846, 0.15743047502300475, -0.11618808441955673, 0.3022665237871482, -0.0554241212568858, -0.5332317302627454, 0.08164776838314736, 0.1398550263056335, 0.09744997388227751, 0.3482575121240175, 0.011785394509467112, 0.31581491271130224, -0.30838929724725334, -0.18345011519576043, 0.085652036803104, -0.2212984890063185, 0.2838630216393886, -0.057182493330818984, -0.09277880127585487, -0.027680503628086436, 0.1380030163522213, -0.019920097667314455, -0.3366628948353207, 0.024704255117273057, -0.300006404156725, -0.08150696392174736, -0.052727828857864166], [0.14044819680208448, 0.0018212610196810114, -0.21976833939398085, -0.16609794772834138, -0.4193961845179543, -0.22359961405876455, -0.246125518910925, 0.018048301528653388, 0.08217000826314073, -0.18523011406024817, 0.2459091337648056, -0.08272154465202754, -0.20692819678149138, 0.11929990008481095, -0.05702205916021423, -0.23891003301509778, -0.1489610500605549, 0.2506041971189635, -0.010417326085424736, 0.3645952602509702, 0.4621798464255159, 0.29760237277800666, 0.09842737615690283, -0.11808889018135185, -0.17589146474631825, 0.014150596423074528, 0.23160801637894066, -0.38328453374697635, 0.06593580762735662, -0.34144414616214513, 0.1344870312663346, 0.10744773851354358, 0.23759148071321315, -0.0163177165532185, -0.24884890938778953, -0.1247686926154981, -0.28914584194758225, 0.2481979196486495, -0.16023173897798137, -0.07451260365389373, -0.04572420113423589, 0.3034723360270485, -0.17610057387182765, -0.2621361593754866, 0.0843201979202393, -0.15089780178988638, 0.25692275416228993, -0.12587298860017382, -0.13955940645961293, -0.1590783444162521, -0.5202471375376756, 0.09867219860548679, 0.030691773246263224, -0.21988835533192508, -0.21998477411290235], [0.33198267190249814, -0.10037321183855816, 0.18437839043264845, 0.35041309436524354, -0.19068201862309078, -0.07009167406178161, -0.10467786316408388, -0.20584337753888873, 0.2922626604329059, -0.2935855683312592, 0.1626566224169364, 0.24263395592027734, -0.17876290818095317, 0.11287262893423813, 0.36978301064220914, 0.024956344773527754, 0.07150649239061117, -0.07122590692776495, -0.18378934266414293, -0.21073927713177812, 0.27229094227205647, 0.012759639217307557, 0.09499653539830069, -0.1230855332700149, -0.3551290226035879, -0.42677600875267635, -0.18772957964751202, -0.2511716478933812, -0.22512600493230311, 0.08039542985370779, 0.18424093779058334, 0.041297943545278853, 0.004251541548560542, 0.10129346021926444, -0.2647957573840017, 0.11588199032199252, 0.3121835860836251, -0.06841966388016808, 0.4744910752074744, -0.30610829925248473, -0.13285452518449556, -0.009392598518047815, -0.20075838469455315, 0.04366123747567902, 0.2811223078657552, 0.11582902674439641, 0.12228855981097712, -0.20267883033250453, 0.2198059002912629, -0.2495132369609573, -0.032715520940671164, -0.024899556063995267, -0.048707899534201404, 0.20191530271464309, -0.09285295005200477], [-0.5287651856711387, -0.28028706948620624, 0.1248034494656935, -0.1324266600354771, 0.02346770736501057, -0.19154774091556928, 0.014554365250181302, 0.015285317404108427, -0.050040444235006976, 0.23396164967724103, -0.19340820818674975, -0.28837554821624095, 0.06677644074407439, 0.22442836438124694, 0.10330109590555751, -0.17809791080118165, 0.2884427756017585, 0.5174599401199372, -0.1075601908219283, -0.062136357809626494, 0.3676474543169597, 0.14341891650227462, 0.2127331757073839, -0.2525321473531073, -0.04071668401747533, 0.34552510536316217, -0.21739501477004225, -0.12459164077194702, -0.05453178691120236, -0.11565744397132838, 0.20130998801220917, 0.010936660501627168, 0.02211729133937867, -0.13111697321914223, -0.00033705033424743375, 0.21044120844980205, -0.04519479019848193, -0.059552355139784095, 0.3661441236165926, 0.1035164093701649, -0.1771981898517052, -0.05086752501515013, 0.32190322209608396, 0.08883339094041645, -0.27622652051928076, 0.24133835217822652, 0.3210639511457113, 0.1255174306943126, 0.0962061224370725, 0.5055453732897621, 0.32469077698778737, -0.25142116199448633, 0.15832053802532964, -0.3334934132629686, 0.35922240295715896], [-0.12849697307159358, -0.3538065316225497, 0.23996614340440525, -0.4343369515143252, 0.006032862092824627, 0.33400260416640626, 0.42569660012540167, 0.03551311419144295, -0.14311771643366153, -0.025000435711321854, 0.25260754566282057, -0.20642166282119445, 0.0674994476975368, 0.06700375327694, 0.11428217753648622, -0.17727859261642345, -0.5888189138097554, 0.01912176857413845, -0.2182547728114254, -0.20746508729791613, 0.08540230761892775, 0.05840545133516457, 0.09828787360649026, -0.4205554539379159, -0.15505416365786662, -0.3165075321231998, -0.5632350098773834, -0.3345430960545941, -0.0366379325371629, 0.09096507173834467, -0.08225920797867958, -0.2781741331750712, 0.04208930765966315, -0.5786030512326452, 0.34618757801773, 0.22933834308230772, 0.11894436620764255, -0.025860986559912705, -0.0829821289093938, 0.1339451438021011, -0.034125598073854096, 0.2817011496772097, -0.3229339518296996, -0.16888192247306363, 0.1815336231458539, 0.05551738460304039, 0.02648066956858336, 0.2117685923573952, 0.3535897587212023, 0.18044663912955874, 0.35582266010518354, -0.2271482638905099, 0.0514086192753284, -0.16511895499273954, 0.16830631392810574]], "b": [-0.20275326108083644, -0.3979417816617884, -0.11698429594036094, -0.036084860563112504, -0.19009484234649093, 0.2076609328558094, -0.05895276351101435, 0.2330098127613976, -0.1146420077956389, 0.14330593392713925, -0.05275220829877486, -0.02854396264916203, 0.2706527908859513, -0.24940016780365418, 0.5159625230717777, -0.20795706924029]}, {"W": [[0.40241974751810666, -0.03402920805151809, -0.13061787701844682, -0.032145397245193726, 0.20721395318002891, 0.16558329511368924, 0.5404855578487453, 0.16960266405038196, -0.03204381142842542, -0.5091677853716132, -0.019815888408364707, 0.599639766579009, 0.38275893552567375, 0.055546138923028135, 0.1627610562156615, -0.12120056028770865], [-0.27042187511879, -0.022768816205278406, 0.17201896695442476, -0.11728923608817722, 0.07662853115939965, -0.29391079747577803, 0.28595023430369604, -0.11242333324477356, 0.2750536637673058, -0.16655262952954028, 0.42970413419523684, 0.2804907676921647, -0.08299447106742283, 0.3082447334927341, -0.1336875774172804, -0.16813655000441707], [-0.1974856628269254, -0.025371048670536085, 0.19813827231668185, 0.22607870084420537, -0.42109981744035185, -0.32946789440999996, -0.15139707947678002, 0.03514793139426378, -0.17280231853589745, -0.2671842322128685, -0.16789860067589835, 0.27990974913234756, 0.008910355040263048, 0.2985163409478263, -0.025287350117484397, -0.13069902885233586], [-0.1678294996220474, 0.15350293534130874, -0.11075138381813146, -0.054261371995465796, 0.09280525646853982, 0.04328329499340913, -0.057289645010519086, -0.263849096518893, -0.05647649094796389, 0.19262602570335602, 0.1290378703052261, 0.07144996390355617, 0.01736212362377257, -0.19262600993841866, -0.12927672827352812, -0.11019765120740424], [-0.21354267418489284, 0.04499401301679813, 0.058847300053223146, -0.19697499395936705, 0.26806035123080957, 0.12479460488722162, 0.10147080109419224, -0.10626969250010392, -0.4199750147661743, 0.0706711037882247, 0.3607622558654283, 0.2221686063395355, 0.27660945450591873, 0.1054192091102712, -0.11279065405840238, 0.03466684991315041], [0.3242922435779362, 0.35572467196767443, 0.11859391084013171, -0.012304194598878484, -0.240763289957521, 0.5797435765418221, -0.05445900580572281, 0.08639260388716466, 0.06381969839807378, 0.24194322969818705, -0.26407161736545404, -0.04264010456185753, 0.17266249512548903, 0.125897841703138, -0.32077678228619894, -0.15363591086220876], [0.16305892212621514, -0.2300180381397813, -0.048945162426187586, -0.15002252005349392, 0.06437399692033513, -0.0332224715813969, 0.22126982379669455, 0.23642207275156726, -0.11234339428558207, -0.05745692693570973, -0.01163875473299659, 0.008923214944441541, 0.22907058858808396, 0.1308625698187605, 0.14024960644431436, 0.057614512126064624], [-0.4073830723918471, 0.1972253298250292, 0.05651852828631572, -0.0710267051054261, -0.1680787790115175, -0.28648759680042685, -0.22215975417814426, 0.3628462800998383, -0.2158381529427971, -0.263816822884009, 0.058549031741573825, 0.547981444339163, -0.21517509132469562, 0.10192251647509076, -0.023273440018240246, 0.08090389235432455]], "b": [0.3659681856006948, -0.44087575547921254, -0.41533558777187096, 0.49538957480066054, -0.17475078164728552, -0.38994897891273894, -0.08415222960021468, -0.07631645377513087]}, {"W": [[0.12154048922853605, 0.5116630947916958, -0.11725228936336483, -0.11407746409219115, -0.2535409948109884, -0.18255321474848643, 0.4365090922745113, -0.29779807441416584]], "b": [-0.457363015404693]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 26, "best_val_mse": 0.24206247925758362, "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": "d42effbf2e64a6f33fd245d1c6447fd0ed85831fe4e6d463395e026802e5af1b", "train_window": ["2015-01-08", "2026-02-28"], "seed": 5245, "regime_filter": "all", "created": "2026-06-25T13:26:58+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": -0.7868914186750952, "fold_calmars": [3.268768073053161, -0.04377233204929198, 2.805451746275797, 4.060452683571354, 0.671778624634826, 0.0], "fold_mean_calmar": 1.793779799247641, "fold_min_calmar": -0.04377233204929198, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.3333333333333333, "trade_penalty": 0.2333333333333333, "negative_fold_penalty": 0.17396205534154865, "fragility_penalty": 0.078, "fragile_0_05": 1, "fragile_1_0": 14, "trade_target": 15, "base_fold_score": 1.242514159858561}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 61.74760071953186, "i_long_exit_activation_threshold": 47.85320320125741, "i_long_exit_activation_confirmation_threshold": -65.0409524211886, "i_trailing_stop_threshold": 17.632308041078968, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}