{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "1D", "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": [[-0.2543895100213978, -0.0019487221493305479, -0.12003134710418659, 0.2940000687925869, -0.04928662754914328, -0.5023646364542586, -0.027601217659784592, -0.04830670042534526, -0.16088184666094688, 0.11406876660130456, 0.4459340545234306, 0.10195003045220853, -0.08756878437237145, 0.036843017715686134, 0.06708227849285424, 0.35353772450268495, -0.04138337891887721, -0.6195844264843681, -0.06024482343311033, 0.3069343699545119, -0.02118503601627198, -0.09678139800770899, -0.0073050523840254705, 0.13785890928004174, -0.1848813213956522, 0.07942442184501773, -0.18706111071055284, -0.15442383954298802, 0.12248230492282366, 0.09011397319579198, -0.3495206557437845, 0.3409402351272796, -0.2400538268497996, -0.021650213207829054, 0.2835073818853406, -0.005160706333229067, -0.2462117030100365, 0.026764709907180922, -0.14902465857764616, 0.08610770077848487, -0.25185070049212055, -0.1951124848083304, 0.024210025105747712, -0.006587652041710875, -0.13490394504002595, -0.03544651734561345, 0.06519742690854147, 0.23017617411094657, 0.1266550590192687, -0.32745997141380867, 0.22533184401490214, 0.1475205395491025, -0.1152949875554042, -0.11205209976037189, -0.008743353054115981], [-0.35182672173294693, -0.12977431257302413, 0.051754094860481444, 0.05363186848596493, 0.1789377328108487, -0.4475896253760494, -0.36106606731793356, 0.07443267219819974, 0.14918775214131239, 0.3268658331233891, -0.7153636461403702, -0.23236540070116593, -0.035463952243154476, 0.23095691029500764, 0.6976294785630902, 0.2826160918854812, 0.16726873509168694, -0.19114044107946598, 0.21306523781221579, -0.008294063958731094, 0.02389645506183923, 0.13628349480131605, -0.16507716746167206, -0.17844872320414362, 0.029607728326367357, 0.13326604445997747, -0.042237164745499066, -0.07259670458086889, -0.22321476448049477, 0.013043756345201704, 0.3704963409243729, -0.01285924152104411, 0.027174635868281602, 0.37631550660052454, 0.17392784664330257, 0.16121357432675715, -0.24001565637789157, 0.21834585949550822, 0.035927441359080756, 0.12166368309660706, 0.3996036646945456, 0.038628020826077226, -0.007863220865881669, 0.0014298737062266795, -0.2914356457507817, 0.04386056417813751, -0.037901763838736335, -0.12527735016090338, -0.04526317661886159, -0.10200623904442643, -0.4023511150042903, -0.09318880126785878, 0.035618286817602984, -0.040468775253852646, -0.19310504757001382], [0.14420966697835685, 0.11650439635854867, 0.01620971241563599, 0.4682381166949208, -0.4264146921677332, -0.20137712125702978, 0.11733159118232137, -0.020257114262789307, 0.428515313943666, 0.25461663363982456, 0.345250305142581, 0.22782906037187745, 0.5541597599018645, -0.15309649522296542, -0.3894420558396376, -0.13888018314375913, -0.20043809335202517, -0.42644526317340226, 0.2736991834056375, 0.16817824851741348, 0.04866103553030256, 0.15694816029657327, 0.2742480971596672, 0.08840020571307505, 0.2799775072624184, 0.02409631100841685, -0.12247295587814003, 0.17918479142899355, 0.03613608002273993, -0.04707316614269195, -0.06916376234360866, -0.1800652467565185, -0.4269012099697248, -0.05803357101939513, 0.02831857350096061, -0.10584912277574432, -0.22223194169524296, -0.09565993475065523, 0.09339958977561938, -0.3443863513577347, -0.019706478813011432, 0.20125126564768642, -0.05280955336314719, 0.12622212310512523, 0.6601841362040392, 0.21750990512069038, -0.1196085874782474, 0.19804247130750077, 0.14213960958812202, -0.49300400181897025, -0.13625652359677004, 0.09726524528775615, 0.11192628537104655, -0.0701828344966602, -0.39857829193284], [-0.32981966932903933, -0.1396195181793099, -0.15242841017578787, -0.05123202756342819, -0.1297560038085978, -0.18077193816951342, 0.42057968053993683, -0.05002599348208153, 0.06087106079698125, -0.05212692735383097, 0.06752235582482463, 0.13212019668363442, 0.1909021862613987, -0.052413515374224715, 0.09601482644180714, 0.0716137993357588, -0.16328172431519516, 0.04107582294677806, 0.01789373455275789, -0.04347253474439719, -0.1110013795033678, -0.2674253675720777, -0.18577451884181842, -0.22612072026945518, 0.15304266618895584, -0.11688823883322597, 0.18571917538313498, -0.24209034001173552, -0.39998223769812835, -0.26632237174600915, -0.25145766552083093, -0.06699714324611103, 0.42928740786542613, 0.5576881969491856, -0.29790071265343915, 0.0543364124358956, -0.1182765793616663, -0.06403002554385492, -0.27569544628000475, -0.16812560216599642, 0.3477173138600128, 0.014454112616067986, 0.08336228228081534, 0.0018225854255344513, -0.05394528012668887, 0.04252094089161153, 0.3357531453792407, 0.07864069532705553, 0.1882398178348342, -0.08131384737929882, -0.2740736918740371, 0.21826976348714985, 0.30685270819607646, 0.33066058241495855, -0.11856437185795814], [0.13150068846732613, 0.2526719858375266, -0.27960458438293906, -0.5734218775786042, 0.08855659916291228, -0.4080340112773493, 0.21521293893851867, -0.42043181989851236, 0.045913825123317695, 0.3264311803938289, -0.17191909848421116, 0.19449464998069457, 0.2150364464657544, -0.1760933651238972, -0.20223799842986598, 0.0493576743494233, 0.01743626093895769, 0.006373799307607795, 0.036665576907253604, 0.2539802218581022, 0.05462844454601061, -0.24577075548945648, 0.14715905053949846, -0.34000238244320957, 0.1540488398841739, -0.4497038778533558, 0.23050147998114856, -0.334281342760868, 0.3583517797755284, -0.07501274616999978, 0.07808955123617586, -0.17231664173847872, 0.024808985923704438, -0.1938128711421856, -0.21443584392613635, -0.06746111205373884, -0.1099189186669149, 0.39242974549503307, 0.3632084313542237, -0.28015967663952474, 0.257070641028302, 0.2786176489753292, 0.22593877147019922, -0.041426487743472316, 0.39680668859793455, -0.1021146508531639, 0.18762169212946803, -0.1417810136720408, 0.1007834875516808, 0.09525983901935026, -0.013496155465765639, -0.05492239830383444, -0.18928825093486842, 0.5539357174846654, -0.18679448353045322], [-0.16277760718008855, -0.04033682232729276, -0.14208953532936083, -0.055527858359348856, -0.18179530107823616, -0.28973280011619934, 0.15676984795192137, 0.045884333431242, 0.14579608502746508, -0.28405288023023667, 0.1089566249820948, -0.12362231488049288, 0.09845187249085882, 0.07118381165583659, -0.07604898808002242, 0.030266657626721656, 0.04052644748142728, -0.06813006218619885, 0.18686412566444296, -0.0686074697592809, 0.4093302601913702, 0.08306951317807969, -0.3725655856255724, 0.1275216811797824, -0.12665737528512083, -0.06795611699406609, -0.4491243582866967, 0.025972785418142616, -0.18733431561211666, -0.11624577038090173, -0.2483434740371829, -0.019909910705104446, 0.06470148104704015, 0.07923433687615547, -0.285058678069837, 0.24813633223525092, 0.41744684942914584, 0.05945386424275849, 0.02225357949598771, 0.04596301503628744, 0.07498236408901028, -0.10387221245775462, 0.23977453748069907, -0.12907064622754005, -0.24000287124363112, 0.3821433530031461, 0.24071057351352876, 0.16975882175221402, 0.15495572149092646, -0.2129923921030245, -0.18581196285175675, 0.5631541181216858, 0.1305938377597204, 0.20671076136126115, -0.022953082937180742], [0.18098438231668332, -0.17343213732254267, -0.23882261129671034, -0.2692199959853176, 0.2372600771857697, 0.24738203461234942, 0.5356675703857393, -0.2951645062654754, 0.23944293218262822, 0.11381406373127306, -0.22393554649353262, -0.7401818096650069, -0.15636221420257393, 0.331592824189535, 0.14873514603771607, -0.12882804944432547, -0.3026708200149751, 0.07366981950357711, -0.02111004037866951, -0.2898468778705567, -0.13184124308135875, -0.48257094321351246, 0.5354057082803276, -0.17001449687895687, 0.06143181386050173, 0.07032554857179663, -0.07961908853829275, -0.18399098367339548, -0.0710920134036414, -0.12974591877438782, 0.011071656064696705, 0.1528812796972166, 0.006506484171270192, -0.36835281779627993, 0.1817317256106489, -0.21672959638631717, 0.1309145858166541, -0.4101120053221968, -0.19470734700892048, -0.02010909723875387, -0.07452921514527104, -0.011673819717523274, -0.052590146160536894, 0.39754209047171857, 0.13554958935534583, -0.19287680859397988, -0.027308693776136414, -0.15180158356172507, -0.043888967279541335, 0.06078463640959248, 0.13499801330678984, -0.08390850110197182, 0.3291727119278433, -0.0008025131308732406, 0.3500421109410947], [-0.3067793661371331, -0.022106680106680633, 0.41794165766521196, -0.17659322967545427, -0.44612672745566956, -0.33759736990228717, 0.08303193672434571, -0.11228993582206209, -0.5520123466623499, -0.15013077504689848, -0.21230111933014392, 0.2981815145551276, 0.22229686741464494, -0.19520668572198702, -0.4983916006298557, 0.002788289679463471, 0.2400333226858459, 0.28361735824115647, 0.2630487647514382, 0.1906830838342049, 0.028655693166594998, -0.08439150696403354, -0.3375609222421746, 0.07961226757879772, 0.1955127070524189, 0.7284914155209256, -0.15017619221247613, 0.052961828244322384, -0.585464044412572, 0.17915007348219322, 0.0008784245916768213, 0.18801802987936825, -0.008771972373087397, 0.35850564820673075, -0.2468119056503823, -0.06016484065728766, 0.09781722795499825, 0.10906666409824797, 0.1195399323525668, 0.39844980548905357, -0.2939402852560968, 0.1214250370775243, -0.3772550624171489, 0.19806059919280875, -0.04112179017323609, -0.5634890207006072, -0.05678275832281004, 0.2841729752604049, -0.16868303241186133, 0.08050276118294328, 0.577653803262297, 0.07070154502597498, 0.06580539061428645, -0.25524399573315965, -0.37030444491171305], [-0.2696188930157918, 0.04765016312584557, 0.17457567689902043, -0.3984321189323861, 0.624164665524247, 0.041957336724852815, 0.15038570781536864, 0.5244527579247269, 0.18708274834037036, 0.45310638124552244, -0.04474142168100679, 0.2961078131056051, -0.4036633035259365, 0.002528242937041146, -0.05833273065068071, 0.15059051888244895, 0.025882427118822604, -0.12339370348245204, -0.5130960908571599, -0.07461211208688256, 0.3252762523782658, 0.05370956510746358, 0.4375901826891833, 0.19986020141495073, 0.09917683746182593, 0.14634952275480956, 0.16801943468681607, 0.03915013011749855, 0.16919558684474106, -0.3236084359363109, 0.20537043713880185, -0.2742149214724755, -0.18699857425322447, -0.23824508426992272, 0.3106966327340922, 0.28407904131033057, -0.3953539727872652, 0.030168919093839834, 0.11763824382816951, -0.2096926511503599, 0.3300415429735128, 0.6418445413434344, 0.11792140282995635, -0.23512168614398637, -0.47636694614470143, 0.3392068702235429, -0.4274602505200226, 0.20191365287203744, -0.27079248931347194, 0.488526302334383, 0.17888276819030022, -0.3467899756264585, 0.141600486736691, 0.05981319164943612, 0.04772254160115132], [0.011565208513322815, -0.27431552789742963, -0.11129679178908834, 0.20253658500967908, -0.07546360668770465, 0.0697186321178402, 0.012065819100980611, 0.04164862587814574, 0.03378568396282643, 0.14320731124884256, 0.15489705976866341, -0.2106163915972781, -0.2850353600741663, -0.04588538020393468, 0.29317542828615184, -0.02826964907223789, -0.12655447209029166, 0.043946149942072896, -0.15135240516564416, -0.02881617767389993, -0.21165852974735677, -0.1866060689720545, 0.14678693933421672, -0.18511609430234047, 0.08372585540446888, -0.2913569910901412, 0.14920695199125952, -0.08005579251050308, -0.05738640514520189, 0.2736232705307282, -0.2900163430834351, -0.10876095746162553, -0.08691097334424754, -0.4124639076424132, -0.011543074073717116, -0.47756514626265884, 0.14425615636360292, -0.10315192050845731, -0.07386722002135929, -0.045450398956741564, 0.020253766105479278, 0.04783821041283799, -0.07016648937135553, 0.3649344021675685, -0.2844762507701412, 0.09918298398939183, -0.34893461506547363, 0.08280404823987121, -0.12375512219426409, -0.3615507934067489, -0.26605026258960424, -0.024952291296324446, -0.16538532258072108, 0.44683944307409496, -0.06872730225965092], [0.08909290139775003, -0.024027027273699424, -0.4644078570744284, -0.05946099217474285, -0.006037133136050657, -0.23907182306930258, 0.13678765384115932, -0.021178262738348053, 0.028099288103636474, 0.2638575669211111, 0.17791167069546063, -0.06474663216680242, -0.1659264616128003, 0.3243362874918368, -0.20581940679647912, 0.418707581453853, -0.5590978180698889, 0.2769947636418909, 0.0038891499408626323, 0.6563192190248301, -0.10570423883090699, 0.035144136748598565, 0.22294381304314806, 0.6481365537381075, 0.45171852236149274, 0.36692511260291677, -0.25041820370918677, 0.04114403709843815, 0.3488657205084699, 0.25024642506369693, -0.033827670532403493, -0.019386883356875495, 0.19558370512650428, -0.07859550459744731, 0.1332280990706649, -0.23263791324931868, 0.19762869257518068, 0.09578732072745595, 0.11054030030970942, -0.06436687771103457, 0.23721623949580373, -0.11024663053538687, 0.2997220804880372, -0.09427166451501977, 0.03133799760320083, -0.1196229852061827, 0.1581169753878491, -0.28090050819643747, 0.2343715100110287, 0.5424825111573234, -0.04078209438584254, 0.09349637848625442, 0.03958012376858696, 0.022355667706548447, -0.40406347080554794], [0.08783259929573199, -0.14512080635281122, -0.15018473845569186, -0.06997434183636239, 0.42084547853185494, 0.1841104823502569, -0.5549576843325603, 0.009897941045050151, -0.15880442088762114, -0.3931069238390326, 0.7590979338557311, -0.12980589239869456, 0.05920384527961995, -0.0037776112001998187, -0.12006867863813989, -0.2563186480952082, -0.07139785280608693, 0.008998644739798146, 0.09870536882610054, -0.07363281993522444, 0.34949890459644284, 0.04404686344344877, -0.3119427979443082, -0.06366811924146062, -0.1393333720689145, 0.38158576710110315, -0.12754790312349362, -0.49705936031797315, -0.07023648358516443, -0.0863784339247582, -0.24653549551151158, -0.3626873395290782, -0.19003720191647738, 0.001157887003857487, 0.16138032920501766, 0.099011533419831, -0.29961181678221466, -0.2910283422284271, 0.19016470979546451, 0.03979747117166165, -0.1371306843023292, -0.2364047642879908, 0.35537425070223294, -0.12373460811396295, -0.15579201895529338, -0.007334090617083556, 0.2816166028718206, -0.10079884518077281, 0.08712285989262653, -0.15592863648404315, 0.22284748401352583, 0.14261487552520258, 0.0755879730277027, 0.14934904526901965, 0.3052790408072688], [-0.011847172702039513, 0.01178906333337748, -0.40614504340123214, 0.02973976327305041, 0.01138195673479827, -0.06354982840441345, -0.009421118126277281, -0.5993728569052004, 0.024162447545959725, -0.4256745312603231, -0.34260621248474776, 0.15007824947999304, 0.07947871081788926, 0.28205176018483863, -0.21609778999388665, -0.4434285412921431, 0.31657977903976914, 0.029853861694615805, -0.41541441803491486, -0.15005864259931384, -0.4396168875246338, -0.08249495939851602, -0.1662755815620116, 0.04060537979363413, -8.13619519995333e-05, -0.0559195760539387, 0.003689176006867148, 0.40554976284766037, 0.016925210471694173, -0.07577633834747427, 0.16372717749717156, -0.21407848109931343, -0.20932804065167412, 0.053075952030124496, -0.5549114556325911, -0.46796748902549057, -0.19231575012410332, 0.14676370500894903, 0.04014684552186974, -0.20064598629268657, 0.050372767837192384, 0.4846065414977509, -0.2958084738432418, 0.1897181479574869, 0.06454939319438804, -0.056098106775577146, 0.04618432549448229, 0.09863060602473574, -0.008995244460814188, -0.05923321098871476, -0.26051525644958434, -0.3205215551693411, -0.26260789033301646, -0.11927613267732465, -0.13102618036069677], [-0.009441326728735377, 0.2938692542437744, -0.22577555821256517, 0.2417582000677247, -0.029970930925172248, 0.011048377503499062, 0.03766878305820817, -0.11165918385283953, 0.0470906068258087, -0.0003062863674210825, 0.16090091551656857, -0.2464295066498294, 0.13431316870304058, -0.25707572804705514, -0.06061297951984037, 0.15510900807407396, 0.2059500179312812, 0.06932040377423389, 0.11172041313936178, -0.15136955985625622, 0.4131035166166248, -0.27691649316479805, -0.18242052967723035, 0.2299032956726046, -0.1903305435892727, -0.030406831218772537, -0.06724179465743949, -0.17470184840224648, 0.07722020854244202, -0.06618215380058727, -0.6158294138437583, 0.4098209016396985, -0.19564503331796942, -0.10730143819925, 0.06352908413478198, -0.013024268841177666, 0.025396435930057373, 0.3392170172018399, -0.01933537793994843, 0.07995210617955707, 0.10046835667550356, 0.1499912631207113, -0.06295966568008841, -2.3444124815742663e-05, -0.2942050384146471, -0.07493511033571097, 0.39323298594208567, -0.22787138964300563, -0.09913345184749735, 0.17097386859896577, -0.38734939222353654, -0.23209967735879966, -0.18809965916780816, -0.42419168203203605, 0.10363927561951908], [0.14323733420006743, -0.055252550975396664, -0.4477075712450542, -0.030630299981180997, 0.023173812002890502, -0.07447317207181997, -0.01746622959563433, -0.17653741785674582, -0.14558323882865037, -0.20258086498037103, 0.3423805936673545, 0.013958874381945674, 0.03326337573063529, -0.02856377624708442, 0.12457125194969354, -0.19654368776544157, -0.0019847584978954225, 0.08285170985337426, -0.3417858723281412, -0.14128714838728826, 0.0981764231013595, 0.16699879807341383, -0.6011881891434983, -0.1291920537086729, 0.12881428063755754, -0.22675145021265802, 0.10597734452542432, 0.043573999938756006, -0.008491951980540771, 0.31322373645879603, -0.19283036100295986, 0.1815010985942842, 0.17481267061155975, -0.33090969024732775, 0.18702418230358608, 0.07172430246497684, 0.37928144899764354, 0.2827781262966097, 0.21139814323631004, 0.014806504042023612, 0.16246486011124678, 0.6298328458735653, 0.4753094010139723, -0.43290146799826684, 0.04598448198199299, -0.06611757951463473, -0.21164998611467165, 0.00797317648791633, -0.17967748373231737, -0.09396231493326133, -0.13195504868218788, -0.44304934986021094, -0.06383981997038393, 0.3192931558117412, -0.5805317229101534], [0.20124017172928188, 0.13109202998419037, 0.2630742091043941, -0.3283184876186089, 0.11051475732131975, -0.12400002064483315, -0.010337414381273731, -0.3722574580032713, 0.20318435363392312, 0.14667640321364717, 0.17850250533428608, -0.24786430286224745, -0.3169391228312389, -0.11695665377800789, 0.10586434696748973, 0.1107308645736404, -0.43388860486876474, -0.21586259720645273, -0.10316048970991987, 0.11557206524855629, 0.03286951941852374, 0.0702105948201952, -0.04556243193087672, 0.042858619842623735, -0.032139957951125495, 0.3713031731859126, 0.4350099987082777, -0.25966210217009256, -0.03505288640650257, -0.29158996794991754, 0.01753894517103928, 0.44510667568511986, 0.35561297540459696, -0.06313525896255749, 0.06049620895275574, 0.15259169076594353, -0.03811350408690022, 0.09285713276882238, -0.04753799504010539, 0.1675560821276077, -0.08781785918752708, -0.090577620509708, 0.14800874001797537, -0.5771457565185497, 0.07674261001966423, 0.271826196142128, -0.22626901645168804, 0.24461859222900756, -0.3474520169073271, -0.1568848552225009, 0.016135509497390878, 0.5356311707377314, -0.23566587277663778, -0.21755545889009198, -0.014773704317137343]], "b": [-0.23333217612681362, 0.2006683999413907, 0.07143181482325561, 0.38595799894766347, -0.12460421487658847, 0.011574727778558367, 0.1505207635993327, 0.06940001145752855, 0.04985118449519119, -0.46612982788147933, 0.284565931129243, -0.07341201512564276, 0.19640525911403528, 0.3260058960741819, 0.20336597242038756, -0.15671013660822064]}, {"W": [[-0.0005173379104959352, -0.27225908382426467, -0.32457602842425853, -0.1116372627409899, 0.32715946491921005, -0.1371562714641595, -0.26029291559843787, -0.09000511674782363, -0.3983705781272395, -0.11032694883801013, -0.31007084426072234, 0.3398690767175785, -0.13190120914220035, -0.16023004600089963, 0.370195134147146, 0.3346534295312223], [-0.14790100793893632, 0.25277144630168724, -0.1803705818628122, -0.32540309649731597, -0.12289599086197435, -0.10355010602040647, 0.43440914569061273, -0.23591120148190145, 0.15352168490638096, 0.14786412499649276, -0.1867716420611439, 0.48834437340619363, -0.06675170101109379, 0.04220629538349036, 0.1864395497664775, 0.4594902880828246], [0.29771150690979825, -0.24872482895271125, -0.09442869769132813, -0.11403637250486863, 0.20980027888673602, 0.26703882739513196, 0.4242269025264169, -0.058958928116231775, 0.4154081436607102, -0.08648581147799571, -0.4474448650892426, -0.09974652894546217, -0.029767830855442795, -0.02274939204055404, -0.007063098463031756, 0.2983342451749981], [0.28951972505315493, -0.36846090947807764, 0.47521702128271104, -0.22993330524064012, -0.18760210837882887, -0.023828897425252432, 0.031117013346998998, 0.006148492615189814, -0.4273297710128968, -0.17299638425379002, 0.20228228942319462, 0.2749765909835164, 0.024721023740834604, 0.18664570701277008, 0.060137164026664455, 0.45167087147172197], [-0.17474228842658582, 0.3255800060326921, 0.00958590548042625, 0.22570763339737726, 0.44855609301283034, -0.17633073841721777, -0.047570492284503135, -0.038872360699312256, 0.35064482505955835, 0.3913194648575928, -0.4579454212543999, -0.25440477579938103, 0.21831253671360623, -0.19243907556607048, -0.1625003434899377, 0.17969024770954065], [-0.14874190405039986, 0.3328062200714436, -0.12896828513033232, -0.30626009417176453, 0.41922103448857045, 0.30930888296612224, 0.20423995973154407, 0.09164640764511739, 0.10819451548912233, -0.48302726111817895, -0.22370005693356648, 0.26744765661818004, -0.10280396258837546, -0.10688114463464682, 0.12447388992827814, 0.21286288122659272], [0.25263600714958523, 0.2747172140794926, -0.03800475561900327, -0.8013404580503677, -0.27195052940690706, -0.2922107005889842, 0.29815352346654656, -0.15537899114508955, 0.46346597409567536, 0.13758172455043594, -0.2188847140024507, 0.1513601480757537, 0.32473646175726706, -0.07220368218755657, -0.26685189483583077, 0.11428211079383435], [0.4632875948938179, 0.05515726661930115, 0.03924872353559761, 0.2017870357615862, 0.20514102048718003, 0.0328435477336994, 0.21395214355523046, 0.15529616817152997, -0.0480830833433357, 0.3364951887094178, -0.4198690832858335, 0.15252047941623834, -0.30890760945431267, -0.2710075844743961, -0.25074226204274547, 0.15487805722195333]], "b": [-0.3212500962344896, 0.13502124791476058, 0.02837007347482146, -0.028592833174946226, -0.24955102756425268, 0.026383521553056025, -0.24630639158779727, -0.45574816684573255]}, {"W": [[0.005227340373919219, 0.05229790211608837, -0.11099635344266834, -0.4819443367920742, 0.2601605730743699, -0.10949467672339969, 0.2609910342358802, -0.03810424598632889]], "b": [-0.06281120256061366]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 26, "best_val_mse": 0.26381996273994446, "train_bars": 2861, "val_bars": 141, "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, 1D.csv", "data_sha256": "65a350b5fd2df39ee20b658a7deb5b32b73c16f07b1fde9efbb5a13a22513d7e", "train_window": ["2015-01-08", "2026-02-28"], "seed": 909, "created": "2026-06-20T15:17:46+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": -7.019168861413056, "fold_calmars": [8.96606667995736, 2.375345254988085, 15.678922821830861, 12.761136413139926, 22.45274015381899, 0.0], "fold_mean_calmar": 10.372368553955871, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.16666666666666666, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.016, "fragile_0_05": 0, "fragile_1_0": 8, "trade_target": 15, "base_fold_score": 7.260657987769109}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -67.77111853128987, "i_long_exit_activation_threshold": 77.77195004430838, "i_long_exit_activation_confirmation_threshold": -124.50642219940097, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}