{"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": [[-0.1073722654422788, 0.03837093788691167, 0.29519001363882624, 0.06635467409932463, 0.21482409096439453, 0.11976282226379542, 0.0643264734731191, 0.21660697237202198, 0.03492746311331357, -0.24338826956030823, -0.12929353482793432, -0.2883859048152096, -0.4417257788064579, 0.12081334786552335, -0.08561942122878949, -0.12882816626686644, 0.32275417276583407, 0.181061640894907, -0.03713985945373665, 0.14980608371920098, -0.04926396793601088, 0.07340759840485497, -0.04334205998743806, 0.039078623069261305, 0.08445567169151943, 0.06775472450612885, 0.23709981039395045, -0.5515676416852104, -0.2210276487236875, 0.06333300978115511, 0.2220785909159694, 0.2316360300348658, 0.16297850144263998, -0.022128321411672237, -0.3662475159883944, -0.19932535103161972, 0.1759922794933311, -6.467462800462814e-05, -0.27889166483519456, -0.3935550054490065, -0.17360991233115433, 0.227619257141594, -0.20909679319412236, 0.33946989116051607, -0.4019477289864396, 0.4297149548870658, -0.18359793464038987, -0.0663686166809679, 0.1278114486968447, 0.043451524684180336, 0.01986006921660942, -0.028742395634897742, 0.0224916882046836, -0.010953249484792753, -0.09101888403985471], [-0.24537203342116598, -0.08772145441267613, -0.11202419607494213, -0.4232458494301513, -0.43333242387508236, 0.1699660890566954, -0.11157369444268517, -0.0018589842918939545, -0.17786872504631415, 0.1526850237702993, -0.047061215825005574, -0.19790731413537027, -0.14121970690194777, 0.003440762262231587, 0.3437153806730666, -0.10510939625146463, 0.21354846412457937, -0.2080101283448702, -0.22749656128656295, -0.13662709319469601, -0.2760503699985765, -0.2164666009074224, -0.5711897277030688, -0.2638264392771132, -0.34893678835741676, -0.3635110004068648, 0.29704705131562736, 0.12536177410647972, -0.12030153798050866, 0.07206804128382333, -0.011079478837736318, -0.04996164381302005, 0.13954757612068563, 0.031819056293577806, 0.2164252685452247, 0.16688883479907002, -0.12924897472561028, 0.07634680732005371, 0.08129393562609591, 0.12571204913583392, 0.19916944565800504, 0.1091238467243436, 0.2794100109863488, -0.0270056866284576, -0.3029863820139552, 0.07312870062987584, 0.0022053480584378893, -0.057022575976365064, 0.21592001814507047, -0.20294220234114677, -0.20266347298858525, -0.14356632588823498, 0.13741105792252092, 0.24104426152970113, -0.033609812491269514], [0.10872348823956375, -0.12630664715410136, 0.1785769861451837, -0.027300243342761182, -0.04792827279602823, 0.12753644288130134, 0.18826211237803342, -0.12949847271071913, 0.3121875569715935, 0.06372915535249368, -0.14529384706313966, -0.2016239011726949, 0.2326911795927899, 0.014090405952959888, -0.3149313934935104, 0.2346133749472269, -0.032485544670080226, 0.17720434409261265, 0.05166170989760168, -0.2855365759346677, 0.295392727253427, -0.130760624041658, 0.16594244800381472, -0.0568756804434873, -0.04527418447809535, 0.3104483984116516, -0.15591287916986815, -0.11671368104130603, -0.48025576869673836, 0.37703875057691, -0.3697709326141173, 0.038001024999830095, -0.04262579147288529, 0.058335623696280564, 0.07396651131910059, -0.16636686206413415, -0.0841454704855103, 0.03845647331452989, 0.2781249788574469, 0.1523354669252075, -0.05999246687921552, -0.034615690249222675, -0.242528492155241, 0.03762421529780134, -0.05487502902898074, -0.013878544155365356, -0.12004332494491643, -0.030647741404876652, 0.28545766586275073, 0.02899873042695568, 0.04918683818952116, -0.21621774403492627, 0.28963719972874336, -0.11461773544543016, -0.05817946465449971], [-0.2498577223965991, 0.0013872975128446574, 0.41240434764374156, 0.3073558639796447, 0.06619833046929047, -0.1067429752748347, -0.1388172622083928, -0.34145617050889937, 0.12767247873123197, -0.0086846806264846, -0.44679058165159835, 0.4273064202391391, 0.21322552879421466, -0.10070349187218879, -0.2789129483007296, -0.21755982385346012, 0.08487899697713237, -0.018136530376090296, 0.45504925135842844, -0.34008808141628744, -0.11759629794686106, 0.0738612766840915, 0.12030686529733607, -0.0597649811570047, 0.06240933092681867, 0.21510900452632858, 0.21980124559361303, -0.047475610498923695, 0.074011278232398, 0.2504004964320814, -0.10506894593320824, 0.2726561345587579, 0.26710273383775096, 0.2471350566868058, -0.0434110491753934, -0.13645230945064032, 0.026095139903543493, -0.01322505164179304, -0.24739562141213828, -0.10756451587477643, 0.20931125091580666, -0.1370488100905047, -0.16329112677175622, -0.08712061889363118, -0.01840748672545674, -0.27963347359412993, -0.2510389156622803, 0.09781524439500476, 0.49216000641901325, 0.05131414789568137, 0.17256940355963685, -0.29983390143030264, 0.08044794418512405, -0.1058038623290989, -0.07310365235096306], [-0.1386796406456943, 0.11716106574617013, -0.2949257501673496, -0.05074731271060899, -0.035413945908147, -0.4981364522849211, 0.3460314047764353, 0.3072685027462385, -0.03343522158779172, -0.0029151657617208504, 0.2729602774276597, -0.01929257266894989, 0.2454356499080127, -0.1586311397459269, 0.20166300221102013, 0.13205022363094393, -0.008415505289917195, 0.2754318640456851, 0.04357679029488906, -0.23800341112027346, 0.3395073845652456, 0.193368725772205, -0.0728459717290815, -0.3112148988270008, -0.4244383833092559, -0.5294097549083764, 0.4776424038261155, -0.35883021442019114, 0.11401470616859376, -0.12148656440675815, -0.11866203610232823, 0.419896142283675, 0.3345845879010675, -0.10115816385867615, -0.2188184202038739, -0.13958292547896728, -0.09171253658176232, -0.09249933442470763, 0.08286738479654476, -0.12690889728889307, -0.562986597632357, -0.2073892909347547, 0.23274097116316933, -0.3411567639874905, -0.05747988125385757, -0.02772751888554321, 0.047344281182961724, 0.17668091082292325, -0.24565986847925111, 0.26407043244582507, -0.5019094783124793, 0.4499534829456984, 0.40433483023332356, -0.2672708530222683, 0.24241162966546634], [0.13697786913361515, 0.1150159268340312, 0.07004853321560199, 0.44624177361432965, -0.09608638261314084, 0.0790223644060145, 0.24342789593036282, -0.044119370385683684, -0.3028797224942204, -0.2868681697000119, -0.37293177350231993, -0.2951248880054997, -0.04067936478364639, -0.21614670226716284, -0.0037316093354809454, -0.09670415060768942, 0.13538251628712278, 0.5311229371178293, 0.048218129740662384, 0.06740164528973726, 0.2908235103447561, -0.11877198839996536, -0.15186474406751124, -0.052148228516708126, -0.20460264518522114, -0.4071095432173909, 0.1371661393757017, 0.22007003842522221, -0.22611354283944932, 0.024623098925971292, -0.3739911229023036, -0.39139956631081124, 0.27251757278689537, 0.2794750447973313, 0.05817523116911866, -0.13966497924150373, -0.2287865714140271, 0.07761992241529352, -0.2616175433471751, -0.20876834875338157, 0.2734837676718063, -0.29288742702142356, -0.03353639871425412, 0.3497025012315447, 0.07857743043570727, -0.43358966555457124, -0.15135752912526623, 0.09964347572429616, -0.24075563096639654, -0.24706798192030044, 0.13143713186299955, -0.1018641089556909, -0.4679785209429032, -0.4015600772160848, -0.03352607511035838], [-0.2825709156529751, -0.04223421333870689, 0.4229691037334632, -0.058901021039711066, -0.11415233548192509, -0.21373684926004236, 0.10625763343583694, -0.2934575174969689, -0.06422235828199561, -0.17393572917310143, -0.1809094617738425, -0.08119709521026428, -0.18228425308751786, -0.1684756974769728, 0.34433738609257664, -0.3755175264171449, 0.08586747685628414, -0.16971983238563104, -0.07471765223286131, -0.03699660471797748, -0.09496843211217873, 0.09200848815424738, 0.4573834841357882, -0.2014908128123401, -0.1160056464565127, 0.004894548132534636, -0.20060802222544233, -0.0824885805571337, -0.42795224476326693, -0.245446979232416, -0.25478332935753306, -0.18741088894681696, 0.05108324309261093, 0.2116409584543237, -0.36258861861467884, -0.270765372571689, -0.022988922134467068, 0.3433801272316856, 0.09350843798929351, 0.053349328612157576, 0.411852265945293, -0.08239736944414107, 0.35524763136344323, 0.09080559420080064, -0.35903193556274043, 0.11141993394518854, -0.25500537730639883, -0.0052127484815124685, -0.09456241269034409, -0.07923590256783908, 0.044138631942133605, 0.16805310024778236, -0.16810479615898746, -0.012932013574992563, 0.05718411457663869], [0.08037266139508537, -0.31604119596511643, 0.11761827953190386, -0.12497314027614448, -0.22888128396233245, 0.07560245429191738, -0.2307459662857065, 0.08093802941024875, 0.2727441421327984, -0.018611360241920213, 0.06587705885823966, 0.49476611905032514, -0.024962698658200062, 0.03294460455066764, -0.003812228155487478, 0.1110186778538514, 0.14907911854460285, 0.002398436462266021, 0.3902306459223645, 0.11841693326939907, -0.02564276469527485, -0.3646129475969958, 0.08004531439039723, -0.1822050089892866, -0.17646711501376328, -0.18941536717092441, 0.2329647167499408, 0.024258252276707595, -0.3520417876848457, -0.10748430418616968, -0.2767274388847665, -0.04973593413245878, -0.10193025588571081, -0.46093093045993616, -0.0757133057217054, -0.14743113038334774, -0.059670941669382103, -0.23954754307865442, -0.03489016139461565, 0.1958643028685993, 0.11642361989650468, 0.5160831102772251, -0.2782837590534737, -0.03872893581978322, -0.016493938890836005, 0.1344251847956692, 0.06760723293632079, -0.11302380695684827, -0.10989694838983513, 0.3564104147353993, 0.3255505998032335, 0.061034298298727495, -0.27882008136553293, -0.1567325019421307, -0.2605890240701427], [-0.10882224427246191, 0.10577072978416023, 0.035371695481427254, -0.15283154759622264, -0.22011673160491482, 0.04719881005089974, -0.17714289041526968, -0.22680650692405152, 0.07819357705004285, -0.1723790656869859, -0.19617456604153688, 0.5582338982968075, -0.6316727208733766, -0.21427784653983317, -0.18977963046997162, -0.22036456087896827, 0.1568384538659675, 0.1305658062184632, 0.09657198621577154, 0.15023477198916294, -0.04562677654569031, -0.012049923743304693, 0.3240225985507354, -0.02508348230464134, 0.3077479914932202, 0.04084078097151509, -0.24371370679311796, -0.0012341334680969918, -0.16843052576973788, -0.0004552685390393227, 0.41379086099577206, -0.2731071382025473, 0.1550099414473461, 0.1045936256498094, -0.19378437699174095, 0.4019757582063566, -0.3469269847800784, 0.19186623677136988, -0.22212938998494466, 0.10121525210263965, -0.01509890335127323, 0.29598810773276324, 0.0649145221019156, -0.058573776708329, 0.13794490929517272, 0.07131117253280027, 0.10539888038177231, -0.12113847130340795, -0.3030902609573168, 0.3143342680916873, -0.21833869496825004, -0.1787644926970231, -0.13669210806352997, 0.055056393060856336, 0.026358680147915804], [-0.23236736669264882, 0.3082644611361583, -0.512621328822153, 0.10096107293388118, 0.1523575812635317, -0.05686408144608519, -0.31484787808598635, 0.04937538299108511, -0.01870692634109724, -0.2460264543612888, 0.49893486275821913, -0.06760381066501385, 0.20813187214882506, 0.10873988895409113, 0.1655682722213322, -0.1820559361624718, 0.13110265282628336, -0.2802591098223957, -9.456519154960041e-07, 0.22710041715156576, -0.010668366733328136, 0.1496293170455905, 0.15977842906568715, -0.24182809690844773, -0.4327761465133587, -0.07036500213848026, -0.1100522878080319, 0.3801599584587903, 0.1771019977274551, -0.07589419515847229, 0.18815477258170557, 0.1532191759114603, 0.09775961949461048, -0.1025374964342225, 0.275340479137835, 0.06622562638761893, 0.07447199929036744, -0.1011045702988066, -0.4113171234714521, 0.045962106474792756, -0.04892134481890397, 0.06871010728444713, 0.06409640195624741, 0.32454016413177433, -0.17458960096066073, 0.18257700186690445, 0.004983035616645634, -0.3653015225117869, -0.1347453729409189, -0.06595843989568835, -0.236807864156802, -0.37731563505592447, 0.055812779892286224, -0.3546827961111816, -0.04475451061902393], [-0.21967760646433085, 0.1386358465370694, 0.1097727465982348, 0.172915624020884, -0.014302935636525137, -0.18447358626085708, 0.2914702716931205, -0.3975914241737992, -0.09072128033495364, -0.2461484910836251, 0.09757467669183577, -0.027060506470261654, -0.12737084963268763, 0.20261953018930057, 0.02508037051212477, -0.03644693978299832, -0.3553181076677313, 0.21968149714287552, 0.20397418695931066, -0.013609960196054635, -0.2965180543170177, -0.20902136022638873, -0.2541601271733646, 0.03263887097463734, -0.0872701934586102, 0.22039728367628303, 0.23194382256693932, 0.0987855285540625, 0.08890019089387019, 0.08736103717028745, -0.18989555839883251, 0.2719124936606209, 0.35341132341837533, 0.19151000118859748, -0.23757501463990466, 0.04137714984074915, -0.175861034672403, 0.15197853834067976, -0.0570505220904613, -0.022388908601088657, 0.20471498370001148, -0.07671471987964729, 0.06210477194760068, -0.11262590744503131, -0.2964890217658068, 0.020010863799240414, 0.16875126613836847, 0.0026255300708415896, 0.3316581404776935, 0.45727336059114027, -0.15939489025309642, -0.13571984208597218, 0.007383767351699242, -0.2601901005786973, -0.015997590908748267], [-0.08478285429423045, -0.12370818542422032, 0.19482960209593772, -0.06885592684928951, -0.12375094473411079, 0.23274288204954502, -0.35029843906150643, 0.006161078131447601, 0.16756029500639852, 0.4793282049391502, -0.26496753259128897, 0.009171864219729847, 0.11319546674224137, -0.36122048898364667, -0.04521605272603586, 0.15379554672448656, 0.015654947897126882, -0.010119405050997413, -0.25938315793140937, -0.08887599796719967, 0.12696561343941207, -0.3705405506452206, 0.06591985808007711, -0.26528422470544444, 0.05806596246426028, 0.3093462078068131, -0.01235078818531873, 0.09050711341118117, 0.3158184160355538, -0.16875084068515755, -0.33403547729427513, -0.05913209038710426, 0.1955457622474522, -0.13908097913031553, 0.06197891201879636, -0.3845101928466503, 0.1529815789104946, -0.4336121734067914, -0.05600146968944351, -0.23024456940490318, -0.26991856560467903, 0.02504438754252221, 0.1861472098518826, 0.3477628463039234, -0.4208573243348056, 0.19752728583912083, 0.17107821700205117, 0.13109190616589386, 0.21485903376129453, -0.1026535579998135, -0.032529155315777825, 0.11001640282031597, 0.41651835957621763, -0.0076135358951557285, -0.4123863287221601], [0.5607662329974448, 0.3899878356955947, 0.272722794124203, -0.08256199674279859, -0.07006118746788399, 0.06841240707825932, 0.2988836780010939, -0.3193841165481368, 0.01831371272443538, -0.0431630082929864, 0.0964048069114339, -0.12230167341526046, -0.2505668430463491, -0.17602935832543057, -0.2354437857604692, -0.06114786379910443, 0.1673321325372499, 0.25914990262722326, 0.0881923167551927, 0.19590865005054167, -0.060666513614774695, -0.07379023406861088, 0.04694316495773875, -0.011782640574978298, 0.3388007935551642, 0.2419688811703884, 0.07845572396811071, -0.1481765310411162, 0.1449426661136361, 0.21015269484956273, 0.13417271933948413, -0.6652547528744982, 0.0102589197408712, 0.14036897809297333, 0.0641407652249961, 0.0178498070659246, -0.15139401491194743, -0.06184361802998688, -0.05890654988928265, 0.26191324933662663, 0.16700559121215805, 0.28031842784017064, 0.020752659785622185, 0.29602205461264863, 0.19115100476070368, -0.06470329023052734, 0.057765906268189546, -0.0916168758824967, -0.053823507453875014, 0.03746374994879259, -0.2639645977580934, 0.12299205596873258, 0.4135574710166493, -0.0042293532600775445, -0.0406480830940439], [-0.1126134187101242, 0.1754850242194281, 0.3520828599215296, -0.29176739388293577, -0.07551677954463809, -0.043103813430375684, -0.04066278630452793, 0.08066745794427622, 0.0635886148218904, 0.04006900251700047, 0.09874929877195512, -0.28529692882667046, -0.05835761340689406, -0.2303671271579248, 0.034643572750791045, -0.04716293929621976, 0.058654654918929815, -0.10851688824101957, 0.23066656735723612, -0.4490380682089529, 0.5236129735647705, -0.05182447703456471, -0.7489830312717458, 0.08916298312339449, -0.02751322792886951, -0.1890591556264177, 0.02811815837947132, -0.1374275722894103, -0.4114228109775123, 0.37471153612692926, 0.004089872892755128, 0.28693311654181664, 0.20987391338686961, 0.54163599775766, 0.30998367136100763, -0.3253938561765587, -0.03385601834618295, -0.6471919757568807, 0.5312925113327247, -0.48654453860571767, 0.00275604639580258, -0.2781528198326447, 0.020640936231786464, 0.29078832556086814, 0.049316035900191235, 0.15718589459411503, 0.0377181615621925, 0.23039485623256706, -0.3660303966490716, 0.04379712593955638, -0.07256695947125084, 0.12247060653195654, 0.3485093619767936, 0.011623165846820745, -0.5027113622234564], [0.05320106738711738, -0.07271665985786867, -0.12474104195629734, -0.0027086299442674847, -0.19612556040599097, -0.19871076271973862, -0.08292248084482427, 0.0996662869208777, 0.23105719796309418, -0.15771646744595452, 0.04682001389890787, -0.17807229184656684, 0.14916551135337391, 0.017749968201029635, -0.16575406241255985, -0.24172349311957392, -0.01763946821617013, -0.17969385051427367, 0.07080427576248963, -0.23896832733854698, -0.055725912652229904, -0.07902943123858269, -0.07239774650302493, 0.007734384415145026, -0.02285920407324467, 0.1613358807791862, 0.24800999371734184, 0.06799880485989206, -0.2574016613790046, 0.12314245573568279, -0.04737918064414311, -0.34929864013805106, 0.1370768772765264, 0.06374058991015324, -0.0764272618562919, 0.06243951275775965, 0.1200873333389808, 0.15424966100777235, 0.14533962870373768, -0.18726999686645812, 0.08179589565699945, -0.02872834808000926, -0.05311436426798052, -0.07591155826044835, -0.1531470669258957, 0.35950440715978005, -0.1459032300234628, 0.38680721295276754, -0.028652642658593262, -0.17530355736075787, -0.02198277556071387, -0.14061338106412105, 0.06185663435558636, -0.25002738184811923, -0.13794957073615843], [-0.3615934750719653, -0.24674899011263834, -0.33642139599311766, -0.07659239032068152, -0.3014695763953651, 0.05184404558927713, -0.20779884080937977, 0.11631528187104191, 0.09682710824365655, 0.0461431333768488, -0.05089398799464627, 0.24023998066724372, 0.31405658635212974, -0.008496570104364234, 0.016455634467030023, -0.12255695023918303, -0.2039007892471688, 0.22975354127356482, 0.1321684133593546, 0.15915919243131316, 0.32024822351664206, -0.21510282189130964, -0.03314566872970564, 0.1438848704729661, -0.011924803457571256, -0.1184947642285144, 0.02401152407621555, -0.12115199037754451, -0.3373988505243215, 0.2616908977994416, -0.1545036608426444, -0.24000372812800336, -0.10594212894699404, 0.21069373282293202, 0.045832849227092146, 0.11879129409525806, 0.26620033250126784, -0.11203572824773257, 0.1801302623688357, -0.023691072008884033, -0.2456701138749065, 0.24595787056712864, 0.07911602509966971, -0.05383635942336687, 0.06211180165687771, -0.10242117109643639, 0.46388134451311386, 0.16790228770957358, 0.03909779088437019, -0.14480199265434193, 0.00485999253909525, -0.15334794279527933, -0.1351605256047418, -0.00469017929267828, 0.0837500915369635]], "b": [-0.15777870679877334, -0.34021195252669056, -0.20575183609417347, 0.13566586448262283, 0.0330401902747345, -0.3476474103900917, 0.04966754255104151, 0.03926436134261399, -0.11489439532537991, 0.17074656934309015, -0.35290370435019075, 0.3588220605916192, -0.03035418877809619, -0.01610509983679672, -0.004905572158496671, 0.3272579266650141]}, {"W": [[0.14290114639315496, 0.1559956091072303, -0.02143084561317734, 0.07638816112726426, -0.03953407416299052, 0.4271205000486744, -0.07422362889435402, -0.09840106187508602, -0.06756538687849564, -0.044597369442393925, 0.03871370178553557, 0.3890239113286842, -0.147590551620166, -0.43374396964657547, 0.42040489968615224, 0.03552578072056425], [-0.21252756899599232, -0.06944083117715716, 0.46509857756195205, 0.12154294689412526, -0.348840481816959, -0.17374926962153142, -0.16411136838860238, -0.10199953933729658, 0.18899109470847103, 0.28543214765336533, 0.11127878895695895, -0.23791085846241808, -0.295402168069953, 0.28886352181225045, -0.2153302448411475, -0.27844278495175184], [-0.06338555574023945, -0.042503998860869106, -0.04151509548030392, -0.119888687734763, -0.0888213342719163, 0.05287463357751275, -0.0209699987170428, -0.1278517598687061, -0.06105119279648617, -0.24451573944864974, 0.10549265743319874, 0.25759099872059243, -0.16507941290367978, 0.3042204887553429, -0.021188617258982228, 0.05009584019071174], [0.20586893801941297, -0.1658668453146945, 0.12522337089939378, -0.2028101498645911, -0.2834023416846664, 0.24069676873763077, -0.22907427314010687, 0.1365632071154228, -0.06445017889907034, -0.012158537396210575, -0.16850628433670056, -0.3048266354768398, -0.155535187679892, -0.16070477560826157, 0.3267203647426299, -0.29723512402636365], [-0.18685404413999845, 0.30936844701270805, 0.536509174717614, -0.37213956664640163, 0.19317991829050843, 0.08088508957474423, -0.07037531919580395, -0.2810460621704256, -0.5163396754947369, -0.05325919603538991, -0.5185874312509872, -0.16040698620013696, -0.44155966450421147, 0.6518216198755891, 0.2689124413695006, 0.27932546473043923], [-0.008426023041650159, 0.11363833730159004, -0.06483735892286979, 0.18328618838278216, -0.021362416418759092, 0.2430187688480298, 0.09441779127108021, -0.3044980028022725, 0.5414393558170378, -0.13654021023039012, 0.12715639369107606, -0.1771268853638856, -0.04262632127016537, 0.11089145958137876, 0.07597855557879678, 0.018180788041996212], [-0.5851507511857004, -0.2533751803816887, 0.1748792141115122, 0.33856730627692455, 0.3252561313377711, 0.09126007242884464, -0.09720863789381311, -0.09775342449231024, -0.1102485245951888, 0.41834387994171773, 0.14238921437094743, -0.242773221774114, -0.43526047139882057, -0.10439200689109435, 0.34153585720063473, -0.04500944779291223], [0.5533165541381998, 0.020108411380025865, -0.18718422222940784, 0.5171732770560208, -0.019045228365887266, 0.19683987095444905, 0.07993547942546751, 0.00220633637508319, 0.1884420233384081, -0.10002050872616111, 0.10980608251200294, 0.04921801017940269, -0.14286299012808026, 0.17394235365535368, -0.30902314572089745, -0.044833805570668184]], "b": [0.14705696613201097, -0.23303724766192235, 0.34429615210746434, 0.1594228397878606, 0.2604297097182428, -0.23121279029403183, -0.15530590962911212, -0.3803165492468066]}, {"W": [[0.06652964705433215, -0.10484136334241842, -0.3330224660878083, 0.38980974766176746, -0.7891578933694517, 0.07834761286928604, -0.18982261694710884, -0.020412833724649505]], "b": [-0.41880809790752427]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 23, "best_val_mse": 0.28614744544029236, "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": 2222, "created": "2026-06-20T17:11:04+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": -2.943971171071152, "fold_calmars": [3.465782532503413, 0.04267598658134666, 5.108723599623288, 18.992788716644636, 0.5417923024753974, 0.0], "fold_mean_calmar": 4.691960522971347, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.06666666666666667, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.14, "fragile_0_05": 2, "fragile_1_0": 20, "trade_target": 15, "base_fold_score": 3.2843723660799427}}, "recommended_thresholds": {"i_long_entry_activation_threshold": 17.994783562053783, "i_long_exit_activation_threshold": 70.7421436480908, "i_long_exit_activation_confirmation_threshold": -54.93926661612667, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}