{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "8H", "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": [[0.16201734752048866, 0.1060155859545307, -0.46820110020730926, 0.05858896923120031, 0.29207207947922537, -0.20875681078565977, -0.20363237334487133, -0.15705059643031397, 0.3660755014604674, 0.20240796950724202, -0.11944820888454918, -0.17763092778009565, -0.24544254928957077, -0.2226401008423724, 0.08632119700255222, 0.2302217380300969, -0.3146517603590844, -0.19074360752445735, -0.07910411108637826, -0.1020988214479754, -0.11686359754505837, -0.06329581373152636, 0.2694998147641873, 0.17946395421179345, -0.262808183683899, 0.38378770165776943, -0.28730557980968313, -0.19905336760065193, 0.31956177123620816, -0.002716986101033117, 0.03589164391544397, -0.29948601659169116, 0.16210269484619613, -0.12709317132989412, 0.07664719547585613, -0.2955910957907501, -0.5454869540176227, -0.1059963254125072, 0.2131727602414562, -0.1792148773945735, -0.40381701322714064, -0.25350555462936675, 0.11244791476347937, -0.04614189749356, 0.03604174597911064, -0.12251053377121372, -0.029328520492532636, 0.254254028131814, -0.13714418298305395, 0.37074404683656653, 0.07721642529217047, 0.09694597399115927, -0.46604883280941545, -0.16226617860620998, 0.1044828125050744], [0.04520906104575798, 0.05531367313775459, -0.046701000049744805, 0.07159067382397352, 0.3739608999550037, 0.030129749676441938, -0.0430892361262115, -0.2980337539479274, 0.23560422970399042, 0.08557155648887553, -0.15841192090326414, 0.07999442316679503, -0.08428199104345183, -0.004383668825896071, -0.22152385189871251, -0.036280710627559984, 0.23577910552866366, 0.07865459339119818, -0.06558095198887903, -0.08853118929263235, 0.4108584820026129, -0.10349244625898325, 0.22029315935585164, -0.5000804770892562, 0.3204109738756424, -0.120884638683979, 0.011453556710234876, 0.020737494818371505, -0.18350570766031454, 0.40220338474919254, -0.22969993555685572, -0.19037103458041482, 0.12759450034432124, 0.1923936689400805, 0.010684849257730365, -0.024756369506872135, 0.2832079390077895, 0.06838655087424532, -0.2708382157886246, -0.040939452551487954, -0.18602655471279092, 0.06974276735210413, -0.067853556446147, -0.26497957005690587, -0.5669903396872175, -0.21068401336922646, 0.10973209648757956, -0.4446163245767093, 0.3334114157408642, 0.20020849790457507, -0.2812515600298017, 0.209794436313267, -0.27310439925755725, 0.10697932024492082, 0.3416429964061629], [0.3368931305949625, 0.4071892841289659, 0.2643271697843669, -0.0014091436975666718, -0.013351575538170478, -0.08297529757391553, -0.25965970680885414, -0.1343656027198744, -0.32454955206737274, -0.06534902908069097, -0.19040354325700073, -0.3993256758940629, 0.1288028424695065, -0.0889988273433987, -0.10173701856923589, 0.04597326549667302, -0.09493445020213356, 0.03483298694202561, 0.18204569787581276, -0.05579115965865828, 0.560967756591922, -0.144549509340482, -0.5922108124057575, 0.08657193595408033, -0.43129181915482095, 0.26836824581315416, -0.21128601838632688, 0.4035824328694458, -0.04354244014610296, 0.08167431099674508, -0.23419782572595418, -0.3653690197422399, -0.21068304268665408, 0.2036255829655284, 0.13603743894717324, -0.44438822345229106, -0.15318663926726822, 0.00820508821344254, 0.07298842805965984, -0.17717520860012398, 0.04969706531937593, 0.24952688799707534, 0.008788045927706684, 0.005107196322810113, -0.13686429210448334, -0.12381539808288608, -0.24665390049537494, 0.059124048584267536, -0.14617871518109196, 0.005708402092686955, 0.12060346508421688, 0.14782931362498547, -0.004685376959572898, -0.08849969439110122, -0.022618287932155916], [0.16757585857541693, 0.08943427791534811, -0.08607753358212884, 0.24403749697727303, -0.20830728669951393, -0.14105971541734627, -0.1135586037259693, -0.10247858789089292, -0.3541103229405085, 0.23086196588664207, 0.027899912251695705, 0.00975350852240468, -0.22803566784712873, -0.30211170017366434, -0.16415143449071695, 0.02687156540156581, 0.36737045688688164, -0.018844519779339708, -0.44135637649039716, 0.3954828524064892, -0.1890349724746524, -0.3169322282103594, -0.08686102210865349, 0.30911169417398465, 0.11963773267188635, -0.059660208285173974, -0.19933144873419342, 0.3047595146093073, 0.1006845782381486, -0.12492974324679802, 0.08819957161790073, 0.13244676830358387, -0.23016859542689658, 0.012943321731155933, -0.2997787930378202, 0.1442113413564739, 0.3202182804583049, -0.14128458474462258, -0.1811637331804001, -0.29753116333085117, -0.10183036809799706, -0.07838353778829145, -0.34553981149661067, -0.3343040549295972, 0.05202814382746336, 0.19234800265128577, 0.19860906401027956, 0.6567001360513541, -0.009264015873053606, -0.33886450677960556, -0.08267902157647708, -0.10993463626412271, 0.16504831805134818, 0.021913788099054525, 0.02024480322073737], [-0.27593183603295324, 0.194346452885105, 0.0764965901346664, -0.43901523173216234, -0.35728626009054854, -0.001657344359905475, 0.02338034534268106, -0.180909875294267, 0.227175680425638, -0.2966896980228688, -0.15185477794680605, 0.050577909795585234, 0.17230949864139905, 0.26728655616669866, 0.0070655926072912476, -0.0225849030213139, -0.3810008149306988, 0.27407884385841985, -0.051342938145988774, 0.18477680706632107, -0.20725394084958546, 0.35286229768748123, -0.09626810625519913, 0.15831104080904396, -0.40325889063492765, 0.5541418324974711, 0.005220045393633288, 0.05552027861108196, -0.14058357193843293, 0.07841065775208295, -0.38670322865124157, 0.11040931091747205, 0.017503353263896723, 0.1658975905805437, -0.22301448823100714, 0.037360820603718044, 0.056307396969401464, -0.18274634302167025, 0.09281194008425492, -0.02232365585921406, -0.4356538363272864, -0.19185830036015766, 0.1691025244645053, -0.18134299792267133, 0.15054963801445193, 0.10458324608825414, -0.08369693867195113, 0.19025389523305886, -0.19390083979798628, -0.11110539016301672, -0.16536788955243364, -0.6148169394642397, 0.30613944549105215, 0.19315573066294303, -0.05285655913056618], [-0.08934837376840553, 0.10479266534874807, 0.07852977693348889, 0.19463517746175596, 0.08294439372061108, -0.20105047118204902, 0.3703868791369379, -0.06701046731302052, -0.029528106251733018, -0.1864291620426959, 0.30782847455845463, -0.31271908929202796, 0.06393530743889841, -0.07503167504719765, 0.33977646739183914, -0.10484549531941757, 0.17431892752718064, -0.13078922054572, 0.03074134535059352, -0.06642509165582433, -0.2175208403104263, 0.1288060872711173, 0.28295882997679567, -0.09874679635361586, -0.4150244121222984, 0.1614128927610626, 0.10591700908337093, 0.004132426736056884, 0.24520294637397433, -0.20909247603905284, 0.22171886194191914, -0.01667900978737536, 0.3050137672925792, -0.15579914280114032, -0.13913119673880806, 0.1720702123437933, -0.19731965667209786, -0.10104193270144653, 0.005829507800804884, -0.12003183621800914, 0.037288286716959364, 0.10294118553535177, 0.2790572700268463, -0.23240604249643065, -0.03913675364257928, -0.05507867301816205, -0.12669532393398644, -0.33175966813006996, 0.5015383865394493, -0.12690425242747003, 0.15571739013892125, -0.1149386818510833, 0.1694725904409304, -0.25380703591988485, -0.03478508566306253], [0.11896401031408156, -0.12247520207204758, 0.05742475210248271, -0.255835442698976, 0.07096829183257097, 0.6079313438588638, -0.305708944749719, -0.13763361143045333, 0.5091680929158329, 0.22652828978219952, -0.2533781942767045, -0.22043892336654974, -0.06139116342904542, -0.4025233014312451, -0.3144978835444167, 0.2075318818272177, 0.06555527314526903, 0.175408123787892, -0.04886466801427565, -0.6096814474974939, -0.09464902163111022, -0.11951562759854678, 0.23642022169150756, -0.25390746141101533, -0.20148848586157658, -0.05861262649564612, 0.24713133945276922, -0.14166887584550536, -0.09961339184206755, 0.26964223694285283, -0.03872663816299336, -0.4097869759443817, 0.24300171654052818, 0.4630104725567199, 0.18897079795721158, -0.1265705450507257, -0.04068712298002209, 0.24164762551830637, -0.10977316398860919, 0.3224212376860326, 0.05511027988285809, -0.058434551814892474, -0.313961805566047, -0.15516214869808126, 0.22137899966100644, 0.027635813782690116, 0.33338748787254574, -0.3639007459539453, -0.21284756090373383, -0.23901760990284263, -0.6003939753824595, -0.2579395949447007, 0.5537536528904898, 0.025674793612276044, 0.32281928870188203], [0.004624645230692628, 0.4447273552938598, 0.032129212755614825, -0.02057964581913695, 0.013324126633858967, -0.304656979175427, -0.32526882866381795, -0.0988850474098905, 0.23408860428191217, -0.025309974583602526, -0.355618788357544, -0.26549535858587303, 0.06686567506338023, 0.04571709266871511, -0.28923952204217396, -0.0781223960539301, -0.04124649144601909, -0.3959308941010753, -0.5963144556282253, -0.6008622258623523, -8.469012050235647e-05, 0.046637172740945684, 0.17307639502999078, -0.08073684439947877, -0.2168591228709858, -0.1162161894556479, 0.296130508239933, -0.0610262928292611, -0.5990551153144354, 0.003839601087680912, -0.060360854865694806, 0.4663575828219017, -0.2204626333480202, -0.11857135780036525, -0.1009324337576184, -0.23692203101403106, 0.06588845826451255, 0.0005413649753001921, -0.29650944545310814, -0.15391867045161528, -0.02320160482402573, -0.3282458243000526, 0.09790274599815357, 0.04971141276215841, -0.20431819703978857, 0.12544837077423163, -0.4133748385216839, 0.2641123544213745, 0.017833275480740794, 0.3248534365695669, 0.2871579430250264, 0.1602583977924954, -0.610371778198647, 0.5674936964875695, -0.47965709410055274], [-0.31355626471187165, -0.003529640995007653, -0.43115643381296165, 0.3066921693550982, -0.17822427002054078, 0.03342502837728479, -0.3939400248511749, 0.03666471420604394, -0.10342719889618449, 0.22820889673059827, 0.1706251060038182, 0.244681268936023, 0.19380575977175477, 0.20072856481719334, 0.16603480993585196, -0.2873375590027281, 0.0018583800344469346, -0.14308030726766705, -0.08190292634004837, -0.22364362416371916, -0.3951455039719619, 0.09477745358342722, 0.289466677250021, -0.2734537957281687, 0.3270467331708419, -0.09920683708848227, 0.10202049614884036, -0.25649179188243526, 0.26217213519242816, 0.2754168761223682, -0.07623500431679694, 0.053744217919587556, -0.17484801320155968, -0.2780221345785863, -0.18791563510729095, 0.4656473331904391, -0.13905961231276134, 0.24485226916630412, -0.20192951934832706, 0.3172311950026472, 0.11503852117804841, 0.13348907545605226, 0.11622023291990584, -0.03681545586365903, 0.05329233122499754, -0.19902287419866477, 0.24374995689275025, -0.09854310781614296, -0.32738329927027715, 0.25942013080159726, 0.16194030376543506, 0.024817901129257525, 0.03540829759660134, 0.0920512509867544, 0.20122854840218102], [0.3408108570555612, -0.4046010806397135, 0.44608679821621444, -0.35738582091271415, 0.26979079964595987, 0.24767475420283447, 0.41787265814672175, 0.13400920579260336, 0.2649253422776063, -0.004333327596725202, -0.1309897012388978, 0.2751183665774503, 0.030034198362113865, -0.3635696005426903, 0.15663887708129182, 0.2726913002609716, -0.02529472761545108, -0.19834836029674313, -0.020705845588136252, 0.19946850944509018, -0.00576155723077184, -0.058018510660123215, -0.29070357203809766, -0.20899923402871753, -0.1673812831404874, 0.01262144334379263, 0.1954566736930301, -0.0390563382525146, -0.4581640531888831, -0.18765998227103525, 0.02882311178296236, -0.12585964942456468, 0.08871862786760498, -0.18181541416020838, -0.15365779017534592, -0.36619517601229856, -0.19688060255134568, 0.01787758317063639, 0.20105053441175982, -0.14875002305868656, 0.10198718049554711, 0.543521789666979, -0.21951538821493716, -0.037550075555581305, 0.22445898330400316, 0.1562679196703141, -0.07903324220611999, -0.124494136739183, -0.04269931146538275, -0.12222045554771056, 0.23535651442334968, -0.6975178357502748, -0.4921501838351148, 0.3171561522720292, 0.2567464373820287], [0.07471344217613989, 0.09038975184608043, 0.05066206587885143, 0.0027681072146260727, 0.4839559009990738, 0.2977440744199232, 0.07280804508713987, 0.14034835784991131, -0.31656964732889437, 0.0649389279073663, -0.09447823533381622, -0.12153607147530787, 0.054653024343220266, -0.07868045232169787, -0.14653444226171145, -0.19139847244088812, -0.14771770467650724, -0.28023016878846047, -0.041369635129248655, -0.240764155399884, 0.5760685632391197, -0.10106732131041991, -0.12838320190676222, 0.46530445830055855, -0.037354820178993574, -0.1411876269093029, -0.13269510101064844, 0.19288076071514493, 0.24052919420488103, 0.11719065902313416, 0.02606820687010907, -0.36672203161350647, -0.09083284466068775, -0.1405586092713134, 0.2807524488309273, 0.21965861583697796, 0.41473470951645414, 0.11522516124338643, 0.4871107693094228, -0.3200579748786925, 0.2788692898815529, -0.06438005248456649, 0.3655955858628922, 0.2334588227805431, 0.11720910984723343, 0.09595484277142019, 0.3671993833439413, 0.27001884136578114, -0.035819156890327, -0.015483708952691475, -0.1992847857707189, -0.006743179585629439, -0.5526624382215156, -0.1850090901755424, -0.3516481391473763], [-0.07793423706222322, -0.4079080895692215, 0.22700659550121555, 0.025521704016876392, 0.02513406319197984, 0.24590037313441762, -0.024270780943029115, 0.26425870067719176, -0.022450381933539286, -0.20925337997709387, -0.2193233099426633, 0.20787336953406116, -0.12359607949248268, 0.06396755160387055, -0.44768861472970206, -0.1702654620050358, -0.05991637643817586, -0.24661770471514693, -0.056452944070828216, 0.39252175431941094, 0.07672628958907439, -0.2634443797063816, 0.30976626741140073, -0.03248280267249635, 0.1177114090797241, -0.10920843748462175, 0.1364811476643737, 0.09331334001291708, -0.1316163974081762, -0.06876539715504537, 0.11936334974363824, 0.1275499111553309, -0.42307931800827275, 0.33593045999706783, -0.06714633845169982, -0.3062556147797646, 0.2179538028618258, 0.6280582289388339, 0.17881243366810418, 0.1592664444104346, -0.2741072008055745, -0.14406485274243458, -0.03039749835930594, 0.2818116849231732, -0.24305232791277923, -0.41131016159492734, 0.07866872937896699, 0.3959454431782052, -0.03624477519270094, 0.13032813228009718, -0.19605892254952836, -0.128725167628404, 0.36728510214128085, -0.18569293209991555, 0.42968556904307953], [-0.09696392343670544, -0.19549470360464305, 0.17279364584281065, -0.028498533382709728, -0.26278189255486406, -0.10847172735675077, 0.2075117799102094, -0.2840378166672561, 0.2333978279175007, 0.08663940213612496, -0.21235534926312236, 0.02732923255067279, 0.07194948009410192, -0.1933743216555152, -0.186025674538871, 0.20753578531294323, -0.23581122384573908, -0.13495041012503067, 0.4329564579019222, 0.05377866658460733, -0.36687816175165966, 0.15099137149107872, 0.2541168089769083, 0.18543277232616884, -0.31963513983839065, -0.4668151211222914, 0.251759255839494, -0.35711105882438904, 0.1423812050991072, 0.07652418912280169, -0.13564988680815188, 0.14658554697988357, 0.0913871109152484, -0.20652419047608234, -0.2590413757964771, -0.266093307357921, -0.290566003813798, 0.26534781013357905, -0.08578403397092263, -0.05112605451467779, -0.09843832807236153, -0.1381554943259342, 0.37310161734773106, -0.16157516128230123, 0.23728820832775716, 0.14221415774901078, 0.1914294869658555, -0.12526018429381786, -0.2313541703365073, 0.19932072988466237, 0.03412044735351141, -0.23029129091409087, 0.30679585758488614, 0.3294359967956078, -0.20748979604892942], [-0.16837896029800972, -0.021209699137856357, 0.1133918982434815, -0.09434205988551864, -0.3706751595305979, -0.2688984690842846, 0.11220214161068777, 0.058236159840809265, -0.21131649433410415, -0.2576102610978238, -0.47714091483766485, -0.1196094567695642, -0.20678642285611304, 0.049392412109502196, 0.1162807567421659, 0.007062347440393815, -0.021260078182752253, 0.020355650352916803, 0.4966934523021501, -0.22999597210144246, 0.057893752452478825, -0.14008487061435856, 0.19961953213881736, 0.3396868739359612, 0.03090670882986537, -0.3668061868878109, 0.17863664238545507, -0.46957457020934823, -0.26437073484018087, -0.12288055586303505, 0.22198526249719897, 0.16499248604637023, -0.14472345857477173, 0.22397304956637354, 0.10775342889741928, 0.08582554610002009, -0.05694541092130537, 0.005523044231623794, -0.05296232397392658, -0.09943902967663802, -0.35964731403416494, -0.04860722271640473, -0.16000753060901626, 0.30527222984766594, 0.09652992164384007, 0.06078637448051244, -0.06001552720434361, -0.021410701367735867, -0.4502996517536364, 0.013455390205562322, -0.12601228262534456, -0.288846594182924, 0.32624105465375053, 0.18583398292605294, 0.34380149562281065], [-0.3093208122605058, -0.047522372522446225, -0.16710176288151382, -0.005399714570126926, 0.18419930878657648, -0.20759134635806328, -0.2629730929246531, 0.49725263913361045, 0.025388643689291696, 0.1280178605903186, -0.11885933483652893, 0.36414397337061133, 0.32360199058652167, -0.053751263931486354, 0.1109304651271228, -0.0587910430647656, 0.011625391962882703, -0.44074207454117487, -0.29371735427729534, 0.0643399303358681, -0.13981813546011945, 0.4658567637491623, -0.2728147276670003, -0.21725412838262373, 0.12454506576512846, 0.5182147583325227, -0.37879341908043, 0.09007834289650327, -0.5135129569659823, -0.21884273163106943, 0.04361859146270275, -0.010432347177760856, 0.26288942772168183, 0.24467779652134225, 0.05784557901034872, -0.25889783025487817, 0.34700995534724355, -0.17450266224002992, 0.15714200957658997, 0.264890537963363, -0.005635233712576767, 0.159209663817236, 0.08189276866335221, 0.6739861756865366, -0.004559629162303104, -0.10082422356812973, 0.3232058514126719, -0.33329534011918427, -0.24226245338793653, 0.046047446289134555, -0.09980566754185306, 0.15522131805168626, -0.10046689372729833, -0.182787542872424, -0.03878060131847101], [-0.37562395068111637, -0.20015620625199024, 0.06726379068753108, 0.2165887039861995, 0.09041317352949292, 0.140068054994716, -0.07465817153702745, -0.1213079392263957, -0.3556940086942556, -0.027390189927360482, -0.04091349750330328, 0.08555554481562924, -0.17322909840932924, 0.4584371263603864, -0.058224688965840064, 0.1216131430529153, 0.35388231208671117, 0.130714047479071, 0.22653492060831532, -0.13797772961985166, 0.03361561447355124, 0.05486652756833833, -0.1609280175172226, -0.13531576933719464, 0.2504999351864394, -0.11037943088070186, -0.15839047242895715, -0.13180573997374334, 0.4394059063134855, -0.36769086277842894, -0.3055056823055964, -0.021615270608955475, -0.17886022946910235, -0.06866366130648398, -0.09942341825115478, -0.1748000923894345, -0.23562083966033398, -0.17530729916667917, -0.4397062912635734, -0.20808528641539784, 0.11742633505504488, 0.07987238818130554, -0.15052592612711477, -0.21852322381153788, -0.16487056736836406, -0.22328148525070204, -0.34203811190014316, 0.004360433812596182, 0.24964961812219338, 0.030161345503846443, -0.025897017586954098, -0.2878409392491007, -0.10046578119869881, -0.027886975428982767, 0.34052161234524414]], "b": [-0.5067145955288597, -0.03554076671500965, -0.1960544648900637, -0.167166041773274, 0.4761555952664857, 0.0018747447596738588, 0.4457346421815532, -0.2189307046124574, 0.13717396512719593, -0.07424996514604926, 0.13158180257429686, 0.06542849737245544, -0.17398829621144263, 0.24593469670988033, 0.3890417856177966, 0.11029622933102368]}, {"W": [[-0.20253141548162346, -0.07909985555119735, -0.5114617941620563, 0.15950429364759505, 0.1737417176569421, 0.5072720094689934, -0.18416592956650854, 0.17156723651117584, 0.1066347812011066, 0.1505764018334783, -0.2434347391550487, -0.20768901490543293, 0.18877586901915416, -0.21480075454529698, 0.1795325664524265, -0.15931233536216727], [0.5172991650843655, 0.23200244159954786, -0.21542200403911624, -0.2806548710631936, -0.47006410391563536, 0.30970834819102805, -0.46294718698090825, 0.29645976258403595, 0.07840056416969603, 0.4055516014395639, -0.21557709161007116, -0.244184247830811, 0.5723887805192499, -0.15871713244551536, -0.21839253506302347, -0.20433615196397426], [-0.025709470470957896, -0.2884986311853439, -0.10780111641020532, 0.03816160478982007, 0.5347867576449509, -0.28375465658022975, -0.45150253219040953, -0.3267731809104644, -0.11837628822066515, 0.382694265317602, -0.015082054929381292, -0.2948955655432955, 0.09824356063292335, -0.17151611399276798, 0.36054104224811667, 0.13139375577105517], [0.005908758361686729, 0.1963966956040581, -0.12407248065458581, 0.06903233262393522, 0.5058987209703888, -0.12474230038476117, -0.2155654443546939, 0.18443832422406753, 0.06549562004994693, 0.10659321403516203, -0.2304848718734938, 0.31184402301142683, 0.29942023267613094, 0.2048275079521109, -0.08796645199413756, -0.0030485126800108026], [-0.398832576694109, 0.09981171338985964, 0.00035355659075286816, 0.10845279666448934, 0.03245497383793459, 0.7359084938479994, -0.28113563432272687, 0.32184088328495014, -0.07749013049486478, 0.0699986876074025, -0.30332864966670237, 0.41829081046015537, -0.02617694795852115, -0.23018484580510343, 0.42210062643510865, -0.17645949519195148], [0.05869576625884715, -0.055054161247274566, 0.260535508758929, -0.6805034011370091, 0.34705461370953083, -0.16856400332702048, 0.16277678390744998, -0.07402658646917114, -0.12410364341904447, -0.1754580520745705, -0.3131787322870861, 0.0018894417784219505, -0.3090276978119049, 0.2242124764960737, -0.027242231788220952, 0.155177212127085], [-0.18200001764327559, -0.21632680625354808, 0.20843505435345783, -0.10037059140593896, 0.3719531757483464, 0.1097022236581805, 0.19560108587144295, -0.01368727652657392, 0.06869448413989401, -0.441080554621217, -0.2408622529232909, 0.3279308453337493, 0.11774059595287126, 0.15070322540357023, 0.33036160330997866, -0.04101886358028074], [0.07269211379600024, -0.24854858805972435, -0.30236782660794725, -0.3609845085182264, 0.19531195441723675, -0.24898327032429235, 0.5227501641613038, 0.5239616099188896, -0.20919997553554462, 0.589727951648593, -0.25465141128871166, 0.19493916599066233, -0.21636863116725824, 0.5372211054984353, 0.05135109104677985, 0.06332964942440358]], "b": [-0.43748333770997827, -0.21002331037353122, 0.2186563635453735, 0.012003485169023054, 0.088452445759908, 0.22364527597729691, -0.17088541926057946, -0.2744000907560936]}, {"W": [[0.4616234224739044, 0.48603950769832577, -0.3646141828119159, -0.5066764439047956, 0.10806279392605758, -0.07031388102765423, -0.5120453942971454, 0.29463260905291855]], "b": [-0.011772855510601919]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 24, "best_val_mse": 0.2527485191822052, "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": "48127c5b4565224634390995a2f6f54637beffd06e5038d9923a3508190523b5", "train_window": ["2015-01-08", "2026-02-28"], "seed": 3831, "regime_filter": "all", "created": "2026-06-25T13:34:29+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": -1.1578683426248777, "fold_calmars": [5.510948416882856, 0.0, 0.7581980232957016, 3.8146327251800343, 0.5306092424637042, 1.442059648388266], "fold_mean_calmar": 2.009408009368427, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.15555555555555556, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.026, "fragile_0_05": 0, "fragile_1_0": 13, "trade_target": 15, "base_fold_score": 1.4065856065578988}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 47.591613967787374, "i_long_exit_activation_threshold": 54.31117712928383, "i_long_exit_activation_confirmation_threshold": -136.46520666537666, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}