{"version": 1, "asset": "BINANCE_LINKUSD", "timeframe": "4H", "arch": [50, 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"], "layers": [{"W": [[0.15047363911555628, -0.012560535654659442, -0.241696913739221, 0.06381279931820448, -0.1129592369771227, -0.25767087635713565, -0.11726307592695992, 0.05802611011410404, 0.09946773690097371, 0.10946316114913915, -0.07556789596220312, -0.31173289129300896, 0.4124912306078696, 0.09560854602263379, 0.19906616375934205, -0.38632917887564067, 0.11165783645451419, 0.22836250357826088, -0.3804420448389639, 0.36974477320601445, 0.050461043735451204, -0.3143810032175079, -0.2714667432456778, -0.012676439839287054, 0.029411840740106752, -0.3247590317275906, -0.16919409430008525, -0.4018573009908929, -0.004008143928955359, 0.46184667101528887, 0.16897732015041517, 0.17630529465624323, 0.12452945099128764, -0.15059515468942808, 0.42494094618170686, -0.12632314573970402, -0.3042794495124589, 0.05229015427548346, 0.03752331946584135, -0.17919036245600675, 0.010946374631440058, -0.03624360699664092, 0.4218036186050776, -0.12689265142219613, -0.3634896148039327, 0.09314380768123037, 0.32585476855485307, 0.1119666506249856, 0.10641764386252608, 0.04585917644079112], [-0.391095793204819, 0.07507805599433459, -0.08568946607883088, -0.34045028833488744, -0.14510286767091324, -0.2273556770700725, -0.27126420802508405, -0.04810466297729758, 0.22751988811904011, -0.21975140665759174, 0.14057435933923207, 0.07088292242526117, 0.16200354283213222, 0.023078735697766313, -0.48207005050324236, -0.21579433076283508, 0.0702713523721238, -0.2520440420124675, 0.3011936551192689, -0.17649048498542308, -0.25923594206734046, 0.039184918040099034, -0.25793761825435596, 0.07860330636713242, -0.010166187459272858, -0.13166701201161818, 0.19646955011621706, -0.23165553598893956, -0.12289156607118147, 0.11968091398814198, -0.1677630197442984, -0.13196997397937515, 0.15372973267819448, -0.044166794442023295, 0.2837130941973051, -0.03944448460413562, 0.39375946743510254, 0.038834361899374975, 0.237237463048346, 0.255980561379145, 0.45603502997970397, -0.31061120905907913, -0.24359063574076154, 0.16517480571375284, -0.5022526816518844, -0.17560000508021306, -0.1705533298936571, -0.2562611990039515, -0.018313531504412763, -0.24552172693901472], [-0.1657857203757709, -0.35221659281648193, 0.03501093718807369, -0.023931253137372585, -0.16624984461066655, 0.5169076477973965, -0.09802648640071168, 0.46833834914469025, -0.0602399062316518, -0.2930571754657469, 0.005357446319574126, 0.25095455565543323, -0.16148465611606905, -0.06844762786546886, -0.28049769459771734, 0.3018932076967299, -0.40045527925301794, -0.16498475606225996, 0.11855373843939146, -0.2879666640426968, -0.18144036254398413, -0.08378288792315688, 0.37832535298452236, -0.23244779570888524, 0.2401419790489206, -0.15122917450754728, -0.10890011120460595, 0.08310721782062934, -0.08470978317599473, -0.16971676440843225, 0.020647099292518935, 0.19222365133847233, -0.07756002775862075, -0.06916204171388118, -0.08652562958771065, 0.05774365897355547, -0.017849394971859212, -0.12144784678639704, -0.5699020817818006, 0.02317611270285105, -0.049926506618461486, -0.014665748843775882, 0.18989831647267644, -0.09619809633889508, 0.03292309462414572, -0.10432272666876025, 0.35049613468209195, 0.2776472365175439, -0.17032965488960944, 0.2440962270039929], [0.06793606935307661, 0.06651158594726242, 0.4832454233919079, 0.035039889508652555, 0.06731240997071805, 0.11731722120446936, 0.23347065307426165, 0.08549388193741769, 0.2438412097704614, 0.1898404275286878, -0.1415038971143997, -0.47151309939910246, -0.11664826575281478, -0.006322545107806884, 0.3885570876277711, 0.010933002486050128, -0.15440036419928488, 0.12849923193511997, -0.07839089547123029, 0.07594060770452116, -0.24163841552264115, -0.21224633836395, 0.26944388740754177, -0.33785527298503665, -0.338901749072144, -0.18557284257775158, -0.06112345275330328, -0.09625251491723924, -0.1920462412163068, -0.01919294976822411, 0.3545885385124957, 0.2858384229523253, -0.11194173355917761, 0.2477086312959081, -0.22542291859923075, -0.013514202180816526, -0.05517329247257685, 0.07833865290931012, 0.04443297965158944, 0.016294561278999753, -0.07337848276323655, -0.1880128324788186, -0.2559301346569663, 0.26118459519622317, -0.19500965914104795, -0.5257275885554578, 0.19680495374984563, 0.16785967773864635, 0.2783458944435402, -0.1396849238228084], [-0.11430097201955403, 0.24290815756317824, 0.11766845608703685, -0.1367062950653604, -0.08083714357568561, -0.12347500481006783, -0.1498832342522129, 0.12173067382693309, -0.04439963673663602, 0.3220250900654298, 0.45090224236302745, 0.3379611911100454, -0.18525218060711893, 0.0022142006889385377, -0.07539195725128332, 0.325401806694264, 0.3106743293885244, 0.3224585436301076, 0.04576019317509379, -0.010849913609527508, -0.18485831232257696, 0.24180607395734405, -0.007993594294721164, 0.16367462566101057, 0.05702036522635838, -0.08455346189468556, -0.16915623281050562, 0.19074214200964482, -0.26107124502659657, -0.08921100214395443, 0.12242499525104701, -0.3303555243421189, -0.07470784120006481, -0.0027990773729691387, 0.36657311986962937, 0.008689054584238218, 0.08892822833123937, 0.1587048277126578, -0.14864538382812137, -0.03422603422785092, 0.045903895305488565, -0.06330007021161341, 0.11612924926873894, 0.028231343144388646, -0.13873536869930278, 0.1386681445080614, 0.02211125473042802, -0.2990006663485458, -0.024886877248954747, -0.10181198220712623], [0.09060946655332738, -0.07284321758476042, 0.06179275646553401, 0.02679382426031345, 0.3490361408222022, 0.12133321008312607, 0.13527111246601586, -0.05141455971508892, -0.0936323779597807, -0.052695565117776906, 0.21448639796115432, 0.2131111001092737, 0.42479199918675525, -0.0002981215843261345, 0.020088488287309903, -0.018047452721376915, 0.019609029667450234, -0.07209682236700307, 0.12875350453182127, 0.020070769519341093, 0.32980530900063754, 0.06584183333891566, 0.20875436272817624, -0.07227095692745247, 0.15499649798489287, 0.026956234098834186, -0.16811484144540295, 0.3127002181990743, -0.08282631222951903, 0.37877365688033926, -0.039285041011056045, 0.06268154395950937, -0.17303616812461842, 0.26111446544918426, 0.2622207425319573, 0.4694553274889083, 0.055620448045498996, 0.23176154747417205, 0.3695940715257755, -0.19624014724093816, 0.04073595132298512, 0.22726639359706588, 0.30820307193264584, 0.21044957196713718, -0.14072343009113952, 0.07514801515722122, -0.4270381598349692, -0.03481507126930042, 0.2922085497155226, 0.09738578723082557], [-0.006406789178008826, -0.004081864905665075, 0.2772188261160435, 0.05874533151268145, 0.059620090847855765, 0.28674906672639044, 0.03979019152866945, -0.21618574579910044, 0.45556275934929835, 0.11997255751008232, -0.06405867322442979, 0.6118812487473873, -0.195453023376903, -0.10680014966716382, -0.08388187590025864, 0.07286205393400066, -0.2679088175661891, -0.14930324050712304, 0.07578156795903634, -0.13804705857711388, -0.10987351634959953, -0.08690383977302875, -0.2033091395331689, 0.0313579663078105, -0.06445136060289938, 0.0033228536582498337, 0.0624785466339429, -0.08656867028844044, 0.27468395831057324, 0.03421727706980502, 0.1079262337469101, -0.051286806932594776, 0.21225639619099587, -0.316342341186692, 0.1813458267772845, -0.12026608807830244, 0.03611051168782388, -0.18306410754840177, -0.41958521713584, -0.004213041957931794, -0.2400436955655002, -0.002249589913008068, -0.014925097360411949, -0.42580672956897453, -0.23174406921576152, 0.06175155811909662, -0.23636532808340605, 0.08304764253834425, 0.26011094786758454, 0.2785728999183658], [-0.004982847696427942, -0.13289198260843782, 0.134315517101188, -0.017912343486538057, 0.15052355653504376, -0.22847484202795815, 0.19203902030179174, 0.02675545771835598, -0.179455516303358, 0.06636436991188585, -0.04134177252318859, 0.3325521942044282, -0.22179508615889526, 0.1880543566723838, -0.07619435153070016, -0.0528542470765205, 0.01435681781750308, 0.011778869345120527, -0.1164575019777481, -0.22423470002968154, -0.05766878149765277, 0.15077633923643813, -0.07151093075040188, 0.05623264426323734, 0.3464584775228823, -0.21105490787163136, 0.12137302064469618, 0.3330280112366769, -0.044618287205417745, -0.4133815512167598, 0.63948768066989, -0.12146338124371069, -0.28828181766808625, 0.00586739218111881, -0.1612360150199394, 0.22012824584688437, 0.2609444063213631, 0.09973552583787731, -0.1473111308113451, 0.034237874614622424, -0.0113226337607285, 0.03447939111798512, 0.3504177262661984, 0.09113810896892696, 0.23135678060055273, 0.2997752827759451, -0.169332174973684, -0.076985301269935, 0.39980879712362083, -0.036098658172187735], [-0.26214185560728626, -0.7188324072511881, -0.18085359562600775, 0.0911019603034407, -0.01625088476048612, -0.21076236911069351, 0.28001738226383255, 0.1533321318727246, 0.059497404489402606, -0.14258434184322646, -0.035161723116684564, 0.33050414638501346, 0.17875520701111283, -0.5929984052593484, 0.10255218285023006, -0.10724714318427647, -0.06527234215084857, -0.15465061639028027, 0.12685159761600387, -0.11447424870830956, 0.09061327385734855, 0.07567648907029813, 0.07069517669633868, 0.27970063491078306, 0.07697118827005195, -0.039600345410347515, -0.6091722126701967, 0.10765027002721775, 0.10421826831269047, -0.16026090132134005, -0.3604963952443569, 0.28094692850942016, 0.15724513166938905, 0.14524669421942682, 0.0037282705938121545, 0.06468692872714224, 0.012212341299362202, 0.21222757240772933, 0.016485012888200697, -0.23789595473730799, -0.5177260700811324, -0.1136483116964945, 0.0454981304716808, -0.0001224871032140043, 0.05925672291090237, -0.27106199616986426, -0.22478957980735487, -0.09820323433436956, 0.1414547186562046, 0.5846308527572489], [0.046190428847658185, 0.20018632072057418, -0.24366158529629028, -0.060273978490147255, -0.12378306054547933, 0.06880558862326383, -0.13752778841225854, 0.1438610205825801, 0.3571953743254285, 0.5750094526315954, 0.29119084685499586, 0.044620913454569526, 0.0018606377944667546, -0.139988447474777, 0.6102757736579639, -0.31937106903475476, -0.16709651960930483, 0.045383916361790136, -0.08360647683573494, 0.15346256845330736, 0.21585759570026403, -0.3385509273919566, -0.2298785457614314, -0.0452945217440229, -0.07393072322772737, -0.09582220962031693, 0.17801817178905777, 0.03912811227045176, 0.09312987811663365, -0.2504827965757619, 0.13098121256051992, 0.06858429402271221, -0.10633113303755523, 0.11119083670049151, -0.36769834959064807, -0.382057070661538, -0.10281871553162167, 0.11476843131967226, -0.36383591074387855, 0.49803105950851856, 0.27830052318204307, 0.16310546930787723, 0.3244915548227742, 0.15274553107673572, -0.13418359531534324, -0.24868784647862757, 0.12642570014445922, 0.34777763989569144, -0.2593876622543706, 0.04896283025564796], [0.12654813080042918, -0.28290486894902117, 0.21572415323336933, -0.476597093023625, -0.15450012682516887, 0.0028361632555589725, 0.11309787710666086, 0.1050775158613919, -0.36781936354661793, 0.0739613517580972, 0.08888697423326103, -0.24376570623484245, -0.1521787115025887, -0.2488037688711977, 0.4661073199721238, 0.208832196063776, -0.026049315989201512, 0.2869486821916816, 0.19101176207937204, 0.2611965157593175, -0.08156005434358986, -0.16529449581316075, 0.2479330041301292, -0.181778738646564, 0.1268286340921397, -0.20229234222132436, -0.089032381317518, 0.013427449931719133, 0.002292343276415164, -0.1508639611407151, -0.037981516404393866, 0.09392948929351383, 0.04974453344089296, 0.31402895988896057, 0.23946190655248945, 0.15807981029258605, -0.20128768563261876, 0.0652951284648595, 0.17619550295566003, 0.03760272819590099, -0.09102514141846005, 0.16280987493767704, -0.2988121573563682, 0.2650683551197769, -0.053734532650363986, -0.20791835095815098, -0.08624718926562133, -0.21780260259449663, -0.10360490089736225, 0.13113601100046632], [-0.3862416499202236, -0.18273069691554095, -0.33875243150856604, -0.07426178351224588, -0.0813384535875562, 0.3978330196015388, 0.09662956039041021, 0.16024899506352203, -0.11968079851945204, -0.05854564510725358, -0.22062913783506427, 0.07494364560194898, 0.055386597556469325, -0.13527606937896672, -0.33982499819819045, -0.05804787533996636, -0.2541752097910929, 0.39447236975149097, -0.37786441812154614, -0.02366752733017847, 0.07609728789900756, -0.04619694765829348, -0.03303123815459644, -0.1610130309254736, 0.4172044439574182, -0.37381650030531227, 0.13954687996671616, -0.06904719642258124, 0.050266050786663054, -0.04987842824317021, -0.03638182093147231, 0.3535303180891329, 0.07569423766598649, -0.14519934403539622, -0.07629013461640038, 0.10870392718265642, -0.18718318034299858, 0.07905128445653861, -0.12734523268528214, 0.43842571450019047, 0.23787059756037435, -0.0907153759362154, -0.0760852031670435, -0.1438029196008125, -0.15041431762878427, 0.2572483519084102, -0.041682234211579544, 0.3028391566048755, 0.07202153279034017, -0.3965889185096236], [0.003071162710236282, 0.02509501716982002, -0.25464335031987895, -0.20734976903063304, 0.06908227083416074, 0.058091617887750385, -0.16090246574465913, -0.27322279646442277, 0.09939099887023473, 0.06830541263621681, -0.08569797403335286, -0.14196309126273526, -0.06961210894001785, -0.131135590168237, 0.44954632875581435, -0.14852670844283167, 0.20543305295984274, -0.23649795875896434, -0.5242832948620242, 0.012823102999232429, -0.008418895909167144, -0.1719757123112597, 0.3127775314876362, -0.16808134862741694, 0.14357384586278063, -0.41248098830411245, -0.203525826554371, -0.23835255559674895, 0.08930895455518803, 0.014116513213837435, 0.11556728814924855, 0.11134928910371092, 0.0032050540461302235, -0.019310674583069933, 0.17106454946895505, 0.14114348982500635, 0.019027183270697714, 0.09426170990946692, 0.17229602275586467, -0.2651117872090766, -0.052031367143983195, 0.30860011515482755, -0.2557702303038973, 0.15214742146261326, 0.03701945090953601, -0.09792931340645898, 0.19001909152073432, -0.06416341998316188, -0.6693327603286534, -0.3457304234499426], [0.18852248762825538, 0.2520971628845911, -0.26438249739957803, 0.12036261257790157, 0.16380217520821388, -0.23665271454132109, -0.3371659419421325, -0.14572194754548212, 0.1600273435216174, -0.23163261400301538, 0.07033952521073741, -0.005382434851600358, -0.08771628082373326, 0.43495618495291677, -0.11124214290637433, 0.1525957017324145, -0.2051885667036289, 0.00529866725382467, -0.0915200081124105, -0.24816273728270014, -0.30482958773235275, -0.13018397192713776, -0.3427921799346666, 0.5099802561827678, -0.2912647627076939, -0.16033964467995238, 0.16319089433979417, 0.06942460367745355, 0.1063643047754848, 0.06545988053147356, 0.3541874903994705, -0.10652094841972098, -0.6746579944998105, -0.018047271243178162, -0.13819356679669187, -0.22631114481718875, 0.2808187624081607, -0.13923417003854102, 0.024730846258336416, 0.0038282176689183323, -0.2277941878618704, -0.04801628663018554, 0.030220225622913564, -0.14936333692457437, 0.3548024918270763, -0.29785517037525305, -0.005910430479330309, -0.19345735895665767, -0.20972436376377476, -0.034004804017215305], [-0.050833545877378816, 0.11170893601462772, -0.045718527906559184, 0.06604005649419097, -0.2373998966216421, -0.21468826899744606, 0.23543917825103264, 0.26292875704413377, 0.4897254627762122, 0.3206764427345616, -0.05910398718468418, 0.18625517569072048, -0.015805981260385744, 0.40055151838514447, -0.01918730596704603, 0.30502639005955856, -0.043119163803453556, -0.04510886920916757, -0.110109135817241, 0.0678112207292759, 0.10967247635927888, 0.11865823943388665, 0.20358829861386157, 0.21044126934528093, -0.28853450701660444, -0.0907502305769788, 0.0680968685002592, 0.10769843428288717, -0.07656629035226843, 0.04126413777564235, 0.00409173263402704, 0.21567427177146772, -0.06924682499552899, 0.13545300971103835, 0.15829836249987048, -0.016803695317948668, 0.24050732617487502, 0.005297333592298184, -0.03825156587768187, 0.12358533059131657, 0.02279261588924936, -0.09076168733342513, 0.2704766142294588, -0.05243911198681452, -0.05864447299293574, 0.23415496796758536, 0.21737641844030223, 0.3009085778610865, 0.006258064790688411, -0.1409807117834409], [0.0586386173478176, -0.06762687389562333, 0.22669910832172374, -0.02185371510434308, -0.09474781026624779, -0.027995707461315404, 0.5319035101611915, -0.2863450891816272, 0.036639265282870474, 0.05126257046330675, -0.049066838789815374, 0.48173991958684537, 0.04373163262869787, 0.05130090891364285, 0.08727596966130755, 0.3194788074636913, -0.21967589158092474, 0.07548122061649168, 0.07888394975090705, 0.10115576402267773, -0.009321553293863152, -0.1794981031293004, -0.1893008072471885, 0.23422489003560268, 0.21419320404700315, -0.14288965665719344, 0.1316617213530589, 0.11095472032098914, 0.15820141410343097, 0.2839631231499392, -0.12426361836562412, -0.1297902832998982, 0.057046183580763285, 0.34201068082889685, 0.21381671360534085, 0.09390360250646233, 0.0502384465404733, 0.12768557634145292, -0.2467620896292606, -0.031854972031487315, 0.2225944419977363, -0.14417444518048103, -0.2594036005450287, -0.34102671229847126, -0.3140048012578868, -0.1385195974932046, -0.07950303242570905, 0.15342778176090532, -0.03549204671697426, 0.19941316417962654]], "b": [-0.08669319406958587, 0.24348618090455806, -0.09484480694164957, 0.18726278350171618, -0.018351608077528975, -0.44466093614894736, -0.0909355108336284, -0.1371692078159188, 0.2799353251813527, 0.06210587233160424, -0.15844983265948237, -0.10519547260935107, 0.30577912491863807, 0.27479895584091835, -0.12694911084588056, -0.10773516080348419]}, {"W": [[-0.11112649004929569, 0.09617977437702437, -0.3083205708934945, 0.346459150398221, 0.13193230459448338, 0.09035452558492545, -0.02194662012572264, 0.08410394894831838, -0.36714853955805876, 0.008374631972439147, 0.4488273269834937, -0.36183603433360795, 0.3744389829786646, 0.014564959468992819, 0.22844715031633986, 0.1399865736748875], [-0.02362977517687827, -0.00996007838504735, 0.006721482162726417, -0.04624712836692796, 0.25805092740380464, 0.29980473095371823, 0.2750519426251502, 0.5312947202517976, 0.16931891485441775, 0.010355771687697489, 0.29327063357995364, -0.6701832854187144, -0.02676201206518636, 0.12206294316004576, -0.006697760908868089, -0.22598045681674064], [0.1718202692985391, -0.04679569293640368, -0.26149403158608125, -0.3542332298625911, 0.08633730570166634, 0.04946344489422395, 0.15272023386497754, -0.020447395358066375, 0.4706817571659302, 0.21822622849422366, 0.010135753513227052, -0.032496267942923186, 0.029178578179913366, -0.008035047742321, -0.2022847323140064, 0.11341344062970556], [-0.5395231675954504, -0.10435319655905585, -0.2359585364883346, 0.010141548709824547, -0.09521671385428773, -0.24408642939527847, -0.1578841096160341, 0.24483714808946566, 0.2515532310342632, 0.1301761539112214, 0.045528427383876115, 0.1838407377835348, 0.12020240626620016, 0.4675001069223491, 0.1671274976661964, 0.1922033385345938], [0.22592796146719996, 0.2543329359496149, -0.08243578327133008, 0.20806680530419025, -0.3106688979218558, 0.10113035198297736, -0.09078363855760357, -0.07686269358762451, -0.14491857875272554, 0.04153133812418176, 0.1619699244966179, -0.2370454605498464, 0.36927179382552905, -0.29053410363588705, 0.04475469799305743, 0.08089489548733701], [-0.4103569153966915, 0.20878742533931036, 0.011705681826160802, -0.26341740305609457, -0.40952840065501617, 0.09367562726435251, -0.12380596228132687, -0.323070456493983, 0.21228447150558932, -0.16881456741700324, -0.12071923013990858, 0.39381902300263, 0.09214511162524983, 0.22286827116092292, -0.2782175107241496, -0.3622102553689194], [0.4515658056062782, 0.20573109644498638, -0.013131143401448522, -0.49932019863144916, 0.15120291536499067, 0.28614458841793783, 0.056619409228021764, 0.09384122913869421, -0.03601981466568681, -0.32788756754939274, -0.3857141511771215, 0.10201722755722772, 0.21697936456460284, 0.2801408320010527, 0.3990679153944654, 0.020307930821799883], [-0.2586857218648412, -0.11879847217440734, 0.05632389016132627, 0.06601781969830275, -0.43720671456604854, -0.025507042649980154, -0.2536408933149437, -0.3707368095537555, -0.2412314391149357, -0.14842264699442895, 0.14546449768569272, 0.1559553371869551, 0.15692032725962157, -0.22584935366723674, -0.23175925466783054, -0.431009357221224]], "b": [-0.006556106631064904, 0.15627867335222703, -0.12918783121709582, -0.007861286459217118, -0.012521604035198301, -0.26178934229996187, 0.5471374868175743, -0.5990653625413251]}, {"W": [[-0.3928513910613654, 0.16056232218540423, -0.23306657542190196, -0.09509013387953152, 0.05713615358599117, 0.4881585773624223, 0.5131577603137494, -0.47916721627499914]], "b": [0.27659548562562]}], "training": {"phase1": {"device": "mps", "arch": [50, 16, 8, 1], "epochs_run": 28, "best_val_mse": 0.2244214564561844, "train_bars": 17166, "val_bars": 891, "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": "data/mlp/BINANCE_LINKUSD, 240.csv", "data_sha256": "f785c0d0c5034e2c6cbe58bcc359172800aabc870d2276dad1fb53fe47c926a3", "train_window": ["2017-09-28", "2026-02-28"], "seed": 101, "created": "2026-06-18T23:11:00+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 4, "fold_objective": "robust", "best_fitness": -0.39669745661968897, "fold_calmars": [1.3951661768156562, 0.11968197445948663, 0.17630897599747233, 0.5462528949905122, 0.5425873916457018, 0.6443833646920887], "fold_mean_calmar": 0.5707301297668197, "fold_min_calmar": 0.11968197445948663, "robust_diagnostics": {"valid_folds": 6, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.0, "trade_penalty": 0.03333333333333333, "negative_fold_penalty": 0.0, "fragility_penalty": 0.03, "fragile_0_05": 0, "fragile_1_0": 15, "trade_target": 15, "base_fold_score": 0.43541568317461976}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -52.063086253866054, "i_long_exit_activation_threshold": -29.63293549507251, "i_long_exit_activation_confirmation_threshold": -98.20536055146589, "i_trailing_stop_threshold": 6.707609432516157, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}