{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "12H", "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": [[-0.3137065841918149, 0.2737069858068357, -0.021092140426330785, -0.04038893189921332, 0.007489045849235328, -0.3282644810595844, 0.3732779255355087, -0.024543750386681686, 0.01966688134076797, -0.06254770909974738, -0.17943213899698057, -0.10218989732896903, -0.17776142945610537, -0.20374799894369375, -0.24127218655201255, 0.2907647690486691, 0.2508481500964251, -0.13063513074763444, -0.19698532229813467, -0.21908633282991055, 0.051521706765440094, -0.15787897844918736, -0.11460241178117238, -0.2061275239642467, 0.2908296882844246, 0.10499235976634924, -0.47507396758246906, -0.14431751053573466, -0.12151944371715263, 0.07458214756637259, -0.34565321762746354, 0.31495605593044074, -0.13558534884844892, 0.0025437900500043242, -0.10614296660562597, -0.2269107876098459, -0.10417055526500225, -0.05395234287558939, -0.03660776099314249, -0.29027061397014653, 0.005209072429503914, 0.170771009815495, -0.4433417533007717, 0.1050825878806125, -0.13848541986599566, -0.341613906386293, -0.002381228436196866, 0.5292133786112985, 0.21172464626698437, 0.01604829254808903, 0.05392577533523851, -0.0069972167255498464, 0.1366043643488391, -0.23545811058259827, -0.07666913953452262], [0.10038743970177272, 0.05016592163140414, -0.07059483246317125, 0.1607647730654156, -0.0360986094687135, 0.14597779028290836, 0.22310578864412742, 0.025904925657358545, -0.11251028075962835, 0.0997772952354567, -0.27267928755893917, -0.10447442356203203, -0.09924096915495184, 0.4154421958096345, -0.0799561233028515, 0.39287849268932074, 0.06002958445010537, 0.05275481648295675, -0.3441383813309984, -0.10672521051091446, 0.24598176275877182, 0.5301236721073339, 0.1786697813897099, -0.004289396867660708, 0.02351461775354872, 0.26601441960573946, 0.058909748087682214, 0.0423671060845904, 0.0868768465564635, 0.20288969276329719, -0.024026575894683065, 0.45845934625816, -0.21721003820822388, 0.035264094627633934, 0.4998323291130104, -0.14501331477817989, -0.16387192857188043, 0.05090337275871082, -0.07534785233977664, -0.3522150416010061, 0.054892542640208486, 0.4377039239416131, -0.1423053319178598, 0.27043752638473956, -0.03390567324386465, -0.4265156337351822, -0.11812183098220547, -0.25856006670708204, 0.052909543323765594, -0.2970159431834926, 0.017884225344335276, -0.14373216425143162, 0.02741994767627923, 0.10458088707686969, 0.47177931678353213], [-0.04940231794243477, -0.05301816253992071, -0.3239138310513941, 0.22420308736104086, -0.3940364166753239, 0.041463085672760414, -0.28721661518880004, -0.08660308348958717, 0.09726454970144195, 0.082521930805592, -0.5332029448808919, -0.1808920906512766, 0.1317776114117966, 0.25057774668102367, 0.22908622961625338, -0.13274316833953395, 0.054759173154712015, 0.06988525939853665, -0.0037861846246912273, 0.3066847765405468, -0.3466856393821929, 0.3242935545319279, -0.4849030356086255, 0.14697269622250023, -0.17048193544381865, 0.17237131063878564, -0.27897984080735716, -0.397315577402005, -0.37721242249053116, 0.2670004622614215, 0.3521270694926514, 0.31736536254068093, 0.1944253650416279, -0.415130879947553, 0.467325327791494, 0.05313215444945817, 0.39976463761719977, 0.18833667209116783, -0.14345530674745854, -0.20606099682996495, 0.21787460001377837, 0.06927477301877039, 0.12350778285205363, 0.08328261835204048, -0.4733746446755958, 0.2517990566475758, -0.03706152257535202, 0.039457257617437305, -0.07134998875792962, 0.12495250912980917, -0.05419185388855777, -0.40193437880873656, 0.07642623979033214, 0.04536989432124001, 0.24707124298958053], [-0.24299395596167764, -0.1982821484675414, -0.16997627902488197, 0.19844054951590195, 0.14928707736354485, 0.06705878736692626, -0.07661556710953245, 0.09900144887917375, -0.031051978937693108, -0.03207413443821479, -0.0065016152273193115, 0.04394457149314813, -0.2208180292084133, 0.16523020948748157, -0.17856970301974429, 0.014888640483751527, -0.24293052952311164, -0.16284251421371965, 0.03236920266974906, 0.2092527032670065, -0.49255944428925713, -0.16933486681947188, 0.4865669333975593, -0.23610747564406157, 0.12553859600158665, 0.24493783364680152, -0.06721267317122695, -0.0419823635227609, -0.025748797858200653, -0.11720359174050406, 0.12019440280096207, 0.17006113331667114, -0.21317246711175156, 0.1797981032447618, 0.24911830896094334, -0.3188668727752148, 0.12197724265808131, 0.27301093467060183, 0.22200180741691353, -0.26713026360254266, -0.088526050277503, -0.4065655634375333, 0.0652192562112038, 0.043635708801104886, -0.04725557128065555, 0.11478687857475846, 0.2568506079737449, -0.03434205223135901, -0.3647658844480344, 0.045362507381866216, -0.10580226648991953, -0.04679526701246185, 0.35333389900436774, -0.1681210672043467, -0.08742579466488004], [0.2235304740854061, 0.011958719701277928, 0.2379494535805825, 0.049922078368718634, -0.443665584737392, -0.08145741416934812, -0.11388695205746821, 0.11802347392504936, -0.05057671991080268, -0.1720819422225471, -0.11022521798411847, -0.08745797014286655, -0.07350969250205455, -0.11992770201846961, 0.37688569696698293, 0.3832234047800508, 0.15887558293350998, -0.24846340130598074, 0.22615501484509345, 0.1001158148628081, 0.09348741109225177, 0.08924811633142625, -0.31702078629681457, 0.04576788231215797, 0.04141689093544466, 0.24947285029732277, -0.4417890812710381, -0.32321961151379075, 0.31323669551415734, 0.20259625952372023, -0.3432583920395933, 0.14037589984864568, -0.2720629605934815, 0.5515497517789141, -0.08502543441838142, -0.11219184534011066, 0.41356275999460246, 0.0816921850656038, 0.0188287458315299, 0.2088114590787545, 0.004663316824458917, -0.22767794997956128, -0.3881174981822007, 0.03842924598951598, 0.17804351099950602, -0.04398872264152407, 0.3189977795445884, 0.1720381737851152, 0.06110792348636775, 0.4094725385967893, -0.3651897463243917, -0.17792898333866836, -0.1459590989131463, -0.11947538226262305, -0.3665407217934295], [0.024224249198029388, -0.11748792970626515, 0.14788033920189447, -0.17561439245641955, 0.03588944212157401, 0.054137140317161894, -0.058931080449464976, -0.041156813103067465, 0.19662358896595575, -0.15772569867264383, -0.05910817581390604, -0.11325460487673238, 0.26366265127844213, 0.4132436759003798, 0.1422653661510404, 0.10195446397040331, -0.06708117288832602, 0.04348039363806176, 0.17275816090846227, 0.22768511677426786, -0.2491401576253723, -0.16952189757382372, 0.3068563936560056, -0.4139453014034532, -0.21712702482192253, -0.1587880732529304, -0.2991750665278679, -0.14187474544652712, 0.43479968668603064, -0.13183371424656054, -0.18581644826495494, -0.2502707587664344, 0.21108301888936348, 0.1592717826380925, -0.23482011479302084, 0.38166810374075555, 0.7670356873136774, -0.03658676055430425, 0.42677408592132404, -0.22051852114649395, 0.1297404045252337, -0.22798033452173946, 0.19757273437984538, 0.0650456178738187, -0.078524347344435, -0.24307973442656583, -0.08569178078990147, 0.11371827957714603, -0.01900525358435527, -0.4938999103337459, -0.10433311455630385, -0.05184983443799779, 0.10724437594974759, -0.009609094467204794, -0.33635791026533196], [-0.18990902938841137, 0.13539108710518305, -0.3029019685747803, 0.10465083962104937, 0.45012613373609034, 0.348293334024277, 0.1409113526695866, -0.12072113221852727, -0.15960488629843947, -0.015569078036301635, -0.10694523570888007, 0.5614196541284069, 0.0072913108116486845, -0.484941277354324, 0.030191881160359615, 0.10264891432804837, 0.07973998960638656, -0.4268108167648739, -0.09479293146474703, 0.1172224128274047, -0.062400591928741346, -0.017798835055818352, 0.45326568295670794, -0.10924918959868969, -0.02834763577804429, 0.07793080297435499, 0.22245424961455687, 0.275137877398768, -0.14492506840303282, 0.5303225129510376, 0.39682558376500554, 0.34060301248787334, -0.11289563115720394, 0.4125976605953119, 0.1904016346486356, -0.27310272649313266, -0.061691341740352464, 0.35741667209146144, -0.34386965744153153, 0.011265254070287833, 0.07389657322324367, 0.14467906664443647, -0.02999592385791486, 0.20410578574337396, 0.24407433033056683, 0.12020389224489673, 0.26014470127921485, 0.15729113962541494, 0.05920644074315594, -0.21050828266535818, -0.07180874254583368, 0.20019156645258274, 0.11592309750287438, -0.15360221933130708, -0.22264643297241918], [0.2757354294067424, 0.16470750248228563, -0.1733087835940026, -0.3354905537093574, 0.18962098468597982, -0.06620649496862516, 0.4591097573366283, -0.13736026198152146, 0.08674886402511492, -0.27891519447188184, -0.01751459682565644, -0.2551417840128996, 0.07462652698481277, -0.028604479236570755, -0.26548926981022664, 0.04329514495951673, -0.45356702455421566, 0.008012034069659713, -0.407206566485557, -0.08721042102417363, -0.19189623117432714, -0.38744118835052743, 0.1341800580052091, -0.29792416847743575, -0.1968415979775061, -0.04130167220888828, 0.38035758361061267, -0.0902596535015183, -0.5147002999242695, 0.13331365271060605, 0.11787128017008401, 0.029410223496271613, -0.05937866001885747, 0.2495949022367544, -0.03580385854748505, 0.2632222400165253, 0.02906541082353548, -0.33242585472192904, -0.11571152544148108, 0.0021060555845472916, 0.5696106572438379, -0.4567311964581568, -0.07222536448177512, 0.042304226338792786, -0.6110185592005394, -0.396338406533674, -0.24128947057995082, -0.6564496671497115, -0.005111704996104423, -0.2749986840634229, 0.019265780776172983, 0.2423676872658473, 0.08411581596782841, -0.22380732977989237, 0.053258214251298924], [-0.027727592167908918, -0.043308876167774686, 0.09432282018692914, 0.4616319141570347, -0.2946752153076787, 0.03828407043856657, 0.031096440137557343, -0.14480636618563422, 0.25828979788538975, -0.0691746557207762, 0.08124246982937428, -0.29528121229536713, -0.007728660318083842, -0.24706685538156237, -0.07981897153895551, 0.7050651711880886, -0.2671343236714822, -0.24598810601336613, -0.1778260094443006, -0.22751597498161827, -0.07330380962759564, 0.2284301766729019, -0.13958039949916629, 0.005121096088119968, 0.03855870933359018, -0.17967993371828062, 0.1121740515515438, -0.1820118744581666, 0.16897765309264118, -0.07801470727904747, -0.0004372846613553763, 0.09884241475799296, 0.28440325643488673, 0.16514704000045088, 0.29535549019568647, -0.5047959867421027, 0.23857802891909194, 0.08402673517265784, -0.014258285513255711, -0.17979806093786832, 0.13082572146695007, 0.22732193309005316, -0.14671637223076922, -0.2882649309780009, -0.2254999801617221, -0.03726103928256994, 0.19968469181797857, 0.06225245162527153, -0.05449942069760352, -0.15603398750022882, -0.032521549121093674, -0.061235567367482834, 0.14351576124440424, -0.13644675870388193, -0.395173762811402], [0.482613654204416, -0.08172373133402612, -0.19293431221047655, -0.4344945093356734, 0.21495877085839304, -0.3802312165320756, 0.020660935071112788, 0.2786247160670836, 0.34847658058365283, -0.05150933810411615, 0.05759731550283309, -0.5121364230321972, -0.0918581368942939, 0.46525056997112846, 0.04635414327205598, -0.03214788978656227, 0.10471575562463022, -0.3222739446381156, -0.14307544383552237, 0.556927399482473, 0.1566413774545476, 0.17868188477760555, 0.16010046277921888, 0.15398680687026328, 0.2060931574237931, 0.47301271856121657, -0.3280841014049544, -0.2223689157656081, 0.05122649813449898, 0.16664037588558583, -0.00540592182286536, -0.3484077845823586, -0.014151163337987584, -0.348003852509512, 0.19582329042045815, -0.0711069888745396, 0.4667623302752646, 0.049566904621992744, 0.09821721741333772, 0.1452028648325275, 0.08841994322456195, -0.07246416757384996, -0.12307199099475793, 0.2619555382485387, 0.5690534427621945, 0.022249908456732078, -0.16429926118756266, -0.18822175210980213, -0.3651105023252185, 0.012446949028864368, 0.4057804823589812, -0.11590288421881022, 0.2628587798518147, -0.47777695296145845, 0.3988467867109864], [-0.3028909244238899, -0.29292691192966, 0.3778082983726708, 0.1500188120770386, 0.22116927730394878, 0.09770163871834167, -0.18912765966625278, -0.057353968178386915, -0.16386693966696983, -0.09964263059008863, 0.07656144699279804, -0.053072311850887566, 0.1529733816357473, -0.04481825828467482, -0.379867923611942, 0.0234416698680797, 0.11418115936799375, -0.052742574368316336, 0.2927979426073302, -0.1757286969415606, -0.12067635502079999, -0.256013874658572, -0.001515830724954946, 0.22477389082475335, 0.22731289008963837, 0.05605975936958968, -0.3114446267990017, -0.0722713644563839, -0.20416634519593843, -0.4780189340409564, 0.23915673422919115, 0.20805451035518951, -0.148920924300635, 0.22979288937678594, -0.1262968659602968, -0.3483962548557754, -0.19307368227704882, -0.27013713179214915, 0.11209729885657649, -0.22213571632183848, 0.08630883686121507, 0.017868794515146513, -0.4190634810314184, 0.040715465987481776, 0.02465642290249889, -0.263846147056916, 0.12163570213103025, -0.37062770433688613, -0.30476441628789264, 0.18802908244606079, 0.41171358103323696, 0.21045902668756872, 0.18750231628033243, -0.09623081305374813, 0.25098266828209054], [-0.1796787671727196, -0.07534082814506286, 0.19522843131922177, 0.22942437751639283, 0.3424291153757646, 0.42657178709607607, 0.3088140427142637, -0.002573286003235156, -0.44452836916238303, -0.054781790139659906, -0.4206562084610646, -0.015557204113740872, -0.13879959602828607, 0.030219289766922647, -0.0635505482367461, -0.18269659522672543, -0.2738740852287749, 0.01973185766574773, 0.004683718133155952, -0.27152672361321606, 0.5662656507281534, -0.5309358385355643, -0.08534445059526066, -0.4671204383340638, -0.07860259917054478, 0.2590791142694323, 0.07960172076913845, -0.14743388121753656, -0.0702349284935408, 0.19149806893886898, -0.10562013864748243, 0.015671429323838228, 0.4342606115434396, 0.27317289918533993, -0.3067350961048708, 0.09189934191421684, 0.24930125499736935, 0.2318466350376132, 0.21382216110415433, -0.25629796075829264, -0.0056241122245372765, -0.04286653854537627, 0.385385453439733, -0.23815031478642731, -0.5999377692597537, -0.09629722491257901, 0.25523475004145885, 0.060280347948011535, 0.1121422428855606, 0.11204735082585641, 0.238295601072304, -0.11310164793757355, -0.06476479574264248, 0.12940421176536018, -0.2160771747766329], [0.03703383899521936, 0.17351338143091113, -0.2676013929676322, -0.09901505358931814, 0.08301793214578683, -0.15298020315689548, 0.12253150071282667, 0.05306359282264468, -0.1428935034188282, -0.11564811665419235, 0.20453506908195668, 0.14751112473995934, 0.222748138630814, -0.0005963968489213836, 0.09718995428164262, 0.11011119142459913, -0.08030549581814575, 0.09136420719628416, 0.07149589880061599, -0.024949545282012733, 0.26399639978831324, 0.2770594017067738, -0.10510119533079684, 0.15803068579749802, -0.36486365906621665, -0.10423031486310619, 0.2591230078601167, 0.2268003066638297, 0.07138671259752098, -0.29656371372419316, -0.052833768698110774, 0.21745188543405522, -0.16952609800974883, 0.03425778081236543, 0.054353763298413675, 0.041656968662830945, 0.31216872750925706, -0.03236094639022956, 0.11991323190433564, 0.17588581220508087, 0.026810370948908868, -0.03654604215504537, -0.2894082601364113, 0.007455993976592093, -0.04579896727324982, 0.0015708818709409458, -0.06400794419477225, -0.054922495427470075, 0.1047931005134293, 0.16092516171963267, -0.12376879519175507, -0.33869961950330213, -0.510005486574376, -0.0648663093417617, -0.1806076000574618], [0.28477734989419295, -0.1056728191925172, 0.12286532532893782, 0.2163911151122328, -0.0350579354634998, -0.20607924900784, -0.20097928688591685, 0.20218462905492587, 0.022731858080901887, -0.19767017932839645, 0.052079236093630424, -0.12688892251236134, 0.17163384736229542, 0.11069204472723654, -0.10418911581728807, -0.5901976280418264, -0.08760086570483835, -0.1710811154443242, -0.31183799285980485, -0.1948068262990456, 0.17408701287280678, 0.2754114253663219, -0.23433324636827413, 0.11324990930169505, -0.33148942965381617, -0.07630184819090227, -0.12405206668483527, 0.45000664770968346, -0.40551708963062993, 0.2367880391674834, -0.07840087666616381, -0.2222115424311562, -0.3234039305502421, 0.08054183518206728, -0.10254322788051219, 0.22288638772130895, 0.32492390705077123, 0.04006070256878676, -0.13736471402167452, -0.06816787603472377, 0.02779333528032957, 0.18787703852483073, -0.00045464145579703075, -0.10786241236753799, 0.2339434541016337, -0.07181020434213914, 0.08984403294290624, -0.0035407059108402417, 0.37553607561669333, -0.24327031742931243, 0.19951785630375554, 0.13066835428114126, -0.046286946864044005, -0.2252216567759116, 0.07364215121756847], [-0.07371742406760537, 0.2392123635658827, -0.2787295400558928, -0.1444563653671747, -0.09029591905654404, 0.1628760006355346, -0.014635038627044426, 0.043097966468484156, 0.4390713568573437, 0.2926399439869186, 0.055475044278040835, 0.026069068285065902, 0.028995515944518952, 0.13184577975050035, -0.29734374413624853, 0.05176573708026144, -0.28630267538034015, -0.10507177510882468, -0.013935079710263948, 0.09377328842560358, 0.4663289173457363, 0.03915994997257774, -0.24929648528072867, -0.006727112414670426, 0.13894893428693017, -0.11510756459750246, -0.14051524638309731, 0.0463598051349101, 0.05317248863657302, -0.09830803979192317, -0.46905697308350686, 0.38024883474310917, -0.37984239726158453, -0.4094503619717763, 0.515787642236902, -0.046136353767058956, 0.18572933421020643, -0.2788440480823865, 0.13714943349325154, 0.04124473513836002, 0.15353203548842798, -0.0917167844452821, 0.4108764750656775, -0.13076595287993714, -0.107644870062416, 0.03511156570404615, -0.4144311941620188, 0.062232371846393554, 0.05760114303198392, 0.08913597282485633, 0.19787092340279233, -0.04657698770557281, -0.3333863202161453, -0.531181224252436, -0.24164347486226423], [0.02484148295582015, 0.32837312637787763, -0.3219801788936152, 0.15433201239790212, 0.15862704712623105, 0.12070505779837847, -0.02781593890666296, -0.21640631906471625, 0.07139301954140317, 0.021305238733940246, -0.11726259056393248, 0.08111638854772531, -0.05134871274473786, -0.11560064778831022, 0.28795025475951713, -0.051591688816558644, 0.32837420376476306, -0.0766619342612899, -0.1879554900254874, 0.1910731605161248, -0.3183199005484798, 0.2289672243538975, -0.08776060153603543, -0.02928718084477758, 0.010283944108428124, -0.20880533970240145, -0.10834997758844567, 0.13832152691861754, -0.33478948984397844, 0.6248025914441724, 0.04996592409209616, 0.06117392728633499, 0.023945857358750586, -0.2532412253017504, -0.06627072797952024, -0.028667100454063947, 0.05090938006946099, -0.09949530377975072, -0.020960042087492494, -0.4267712971039816, -0.10994299453260631, 0.09315169745184879, 0.033179791048215335, -0.19150844363331518, -0.3117567506874249, 0.20744413939182058, 0.09969766779797255, 0.3144833927283781, -0.0036046158627937377, -0.13035004221512694, -0.03095778568161312, 0.18814970944718862, -0.015667809110539353, 0.011409962295923474, -0.017214787394122553]], "b": [0.03165680730229871, -0.14404187057338552, -0.16959874380720108, 0.10745789686616593, 0.05628359140002142, 0.21319889885076176, -0.11189697380379203, -0.05626835494657479, 0.022209563196483997, -0.20633294329945417, 0.5179598138536614, -0.1508798594447897, 0.0724129513695155, 0.41169145326721207, 0.14652757314726086, -0.10842169101361095]}, {"W": [[0.16683341065789795, 0.20711528813403468, 0.03336151961645301, -0.25991876776950196, -0.28394860463989796, -0.311782939328578, -0.3668879625219087, -0.22100418611807732, -0.020059038708159005, -0.03424732849666393, -0.41164672617285847, 0.3265630815067084, -0.21995065621739093, -0.5112616970870865, 0.44929505772437045, -0.6873671725525848], [-0.10222495108651893, 0.04333800437089404, -0.37265667267611025, -0.09185362939721117, -0.032197053267569775, 0.24424869535250304, -0.002693569453639131, 0.15512112877224013, 0.29567753908686517, -0.3970485617665894, -0.39288704215885556, 0.14703557856754929, -0.053971231092537784, 0.18370684622229777, 0.3260857780561515, 0.1410838809045655], [-0.2720182504464495, 0.5232630374364381, 0.03918947408595279, 0.10580267230447946, 0.017840315889000695, -0.13680366007929123, -0.10135086814819427, -0.22828061715911033, 0.02388521293305029, -0.6503447862179951, -0.35287377164495626, 0.25068215309145303, 0.05181523245913548, -0.17720610812315093, -0.23295508795088476, -0.07298421239361773], [-0.13106596846070157, 0.0822058914544728, -0.21309244826102702, -0.15666161613128396, -0.4347971825554379, -0.08884485809185094, 0.2928596174021677, 0.20219588164560054, -0.37202795830962043, -0.36020497073750757, -0.5308924385938443, -0.22953505574162741, 0.3830753945702897, -0.09192935970599694, 0.026346639086689834, -0.32271421020458085], [0.1538321525222427, -0.11621131175012216, 0.25558037721370397, -0.044971659807853996, 0.34887215437215496, 0.24211015850693987, -0.4804815461521893, -0.4993503534976993, 0.3144974684636387, -0.06799305806972301, -0.07483143741382657, -0.11338673943948611, 0.1821448448351763, 0.042611207218444476, -0.29563196203889713, -0.023774765694297487], [-0.07016347435593161, 0.018489901875307607, 0.308822992431978, 0.10177876478024424, -0.07992410090493396, 0.28715605077584244, 0.11984660763445479, -0.08844509000178617, 0.10813048350039703, 0.2921366060321492, 0.11258349525682847, -0.48649830140097544, -0.13933553249938616, -0.0681880883750777, -0.29913864381429756, -0.20988590518975817], [0.24626871956514618, -0.11018576945724903, -0.3432043629908707, 0.059209323541434794, 0.550180720400206, -0.19933541715843428, -0.679261497935342, 0.01381112185866374, -0.07573106544118176, 0.03298838179735538, -0.3879715236663905, 0.08410508258365611, 0.2977248073103455, 0.11713840642940587, 0.01314233903735091, 0.11564348557105568], [-0.036929393305122744, 0.23829892151840548, 0.036698495889887876, 0.3174598940338881, -0.1657227543838764, 0.182317469939878, 0.15364803303261396, 0.25299799700935227, -0.19349549885603765, -0.0969262346644544, -0.24998416296051115, -0.18200751364617393, -0.0725766992932648, 0.1827746136250105, 0.39196061413553485, -0.48311609981674797]], "b": [0.19487923213411645, 0.06398988180981474, 0.32500357904302984, -0.34539349487398874, 0.2178652001140103, 0.1472164257681034, -0.062136876914675, 0.017759419323584755]}, {"W": [[-0.08271748242870897, 0.09955083851376668, -0.12464264728905355, 0.08889902684058197, -0.17925464903931124, 0.03276606523235913, -0.20234339370933951, 0.04445574578778129]], "b": [-0.07166720260945698]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 25, "best_val_mse": 0.2758493423461914, "train_bars": 5722, "val_bars": 291, "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, 720.csv", "data_sha256": "fa6c8de199cd72dc3ba51bb394e4df21cc42bdc232bfaffa49afca48f625b0e0", "train_window": ["2015-01-08", "2026-02-28"], "seed": 101, "created": "2026-06-20T14:04:16+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 2, "fold_objective": "mean_min", "best_fitness": -3.49379480397209, "fold_calmars": [2.4223830830424498, 0.0, 15.272585483568019, 9.067152886511387, 3.188507702063458, 0.0], "fold_mean_calmar": 4.991771525864219, "fold_min_calmar": 0.0}, "recommended_thresholds": {"i_long_entry_activation_threshold": 41.191256153636246, "i_long_exit_activation_threshold": 117.81520205488863, "i_long_exit_activation_confirmation_threshold": -79.17372408008944, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}