{"version": 1, "asset": "COINBASE_ETHUSD", "timeframe": "6H", "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": [[0.009759098534545546, 0.07698679322065209, -0.4412733710303865, 0.12945963965945628, 0.5508279588906015, 0.001930962685791654, -0.04770674969775538, -0.17928527304245037, 0.38977484152622105, 0.3253395394858578, -0.026095483778996016, -0.03797469248296776, 0.03909372242717761, 0.0812093782355425, 0.022742855241804336, -0.22884379501440266, 0.3010295475712151, 0.12799601208984618, -0.1384844855624192, 0.3384909645172338, 0.1835583792980529, -0.26824195471010964, 0.05140846552072535, -0.2398611245511756, -0.09719327109214732, -0.2905768453249381, 0.012072722425086307, -0.088956917266986, -0.13805702856186988, 0.15769016925847146, 0.23284451934985964, 0.23693220188541195, 0.018543913727489158, -0.24669415942958325, -0.323771609884297, 0.17056535892430363, 0.04893459171728949, 0.13476128157892528, 0.41207503121380074, -0.054204174706650676, -0.24306415653316332, 0.2885034407769348, -0.42080076649364484, -0.004471872754116049, 0.06216019886593766, 0.1707212229823068, 0.12573844498620151, 0.31133642522392774, 0.029224155470420635, 0.21325327454031068], [0.119442539474053, 0.12758610894786773, -0.022365243169272398, -0.16942295099142746, 0.08965133932736186, -0.1188595820226331, -0.24583922788196794, 0.27997182730639253, -0.10196404228048858, 0.2928938502432553, 0.3698778598198175, -0.2689702781056776, -0.06182893859554976, -0.22590869989047568, -0.3081745884406898, 0.04240028321999739, 0.19822339966332028, -0.44097923402341793, 0.2637761197025853, 0.06983718348813377, 0.5017203944446439, 0.26722567271761155, 0.3457925419807213, 0.20401026814705395, -0.1700553805877517, 0.4567283308670747, 0.17333285596401696, 0.2610374641074764, -0.14541267513300682, 0.3631686581974916, 0.1467985603626032, -0.2032409725858177, -0.24816387340465135, -0.027076574203780075, -0.03853207926981595, -0.2178085862655001, 0.14145304208143547, -0.489779744688133, 0.05531326327573116, 0.23166757600160134, -0.128768756369021, -0.7194598248147952, -0.5030625499269711, -0.08527024337481509, -0.3491177246407125, -0.04242670155532209, -0.36246484160307474, -0.13077800935717138, 0.115033660024997, -0.11828774921834911], [-0.4725838513878866, 0.09964696606486087, -0.013544233352514742, 0.12473481987715934, 0.12557283667652416, 0.5587681031504116, 0.18928298585427095, 0.04427675793523599, -0.13102542221014768, 0.09493666334787201, 0.1249388534377153, 0.038465691636625506, -0.016494435158526496, 0.3261336175608459, 0.18266771055802494, -0.11481085428173063, 0.04738412691488579, -0.09978060981928502, -0.11171566927100046, -0.046651173398402954, -0.19924941690286957, 0.2109250311982324, -0.21995917772223014, -0.05242933625936802, 0.033521175509315056, -0.3157214195372302, 0.0250278139168146, 0.29178443400396936, -0.055519199340233354, -0.2598620473572131, 0.35656875279865546, 0.0172349253134209, -0.06748627634552609, -0.3512638126007111, 0.43463864563781185, 0.062285511908771046, 0.05068394863248986, -0.307692570783787, -0.028547505303050353, 0.20883299076210315, -0.15250017012131417, 0.20767025802521175, 0.30172655943453863, -0.19468678318376437, 0.5235592746722505, -0.004055279169203097, -0.2979571697430498, 0.10403307018915682, 0.09947725469634278, -0.17497076719678512], [0.2547741665965122, 0.22212230105206743, 0.3154549725222145, 0.2146197275743532, 0.16519149249711582, -0.1756217735445181, -0.2258537314765092, 0.2854191023691188, -0.10098546282855375, 0.5795472260037637, -0.013141398818973263, 0.13035201859395895, 0.020832223764462837, -0.07209148615324548, 0.10488159832170006, 0.007148406741487069, -0.19253768766254387, -0.5573285697251614, 0.4876056998768603, 0.029601417312001076, 0.20560975656953176, 0.08741198790587991, -0.195268802809379, 0.15540886677945662, -0.10897690569547261, -0.39766117993076777, -0.4789217219460834, -0.0904138785653088, -0.37454229260206695, -0.17432095591792593, 0.05921952672920125, -0.025193904016953515, -0.16220114421804963, -0.11580006718086999, -0.014361621946025041, 0.012535372940947198, -0.08443469949886864, -0.25136930953290004, 0.10346917086268842, -0.024786617876012502, 0.04277414109288644, 0.3141789902039828, 0.3901870215064515, -0.19047116945884862, -0.24763780489959622, 0.2445626877771172, -0.08713544194116073, 0.15611697797761184, -0.041225033686689144, -0.38162926694588417], [0.2697764733762597, -0.08586419559777597, 0.33479558136691745, 0.03590696962998252, 0.060399166721470374, -0.0721932352979911, 0.20606772293059128, 0.09246113836032546, -0.2583830724945733, 0.22611295298208042, -0.029595769015962614, 0.17128839213382643, 0.11173648219673682, 0.45078461978830153, -0.16482415765211209, 0.3965558755984745, 0.08402313010608209, 0.1829220911785036, 0.1031871377832175, -0.20837917052234536, -0.24677702186548034, 0.2781608471337632, 0.12942316962807002, 0.12396409971238415, -0.1746017269969673, -0.12443046886774946, -0.1839005060879086, -0.22088033034152033, 0.24232004071933128, 0.1386497119890437, -0.32578163582863423, -0.04899617293885025, -0.20083677595023433, 0.14733411602128466, -0.23531558388625298, 0.4672499464613414, -0.15846557704495096, 0.30932877276126625, 0.3008908742206905, 0.04709563716008598, -0.1223676633773533, -0.02028992070225381, 0.08105602746755891, -0.07194446896622787, -0.2516295584393951, -0.30336354060690746, -0.2510914773120466, 0.37425818738035466, 0.13197699063324875, 0.24521504214027168], [-0.2741368135613915, 0.131875232995767, 0.005346549985894388, -0.04369539972042609, -0.038327486923877344, 0.30683462169036574, 0.33068065284326875, -0.09423188843672504, -0.09483417482249498, 0.45373583255551486, -0.2510400959389547, -0.37824558666166863, 0.004560497083797785, -0.15428164286832352, -0.1779321749837574, -0.4093136032697671, 0.15586612802200345, -0.042723042791926916, 0.3147698100579827, -0.09780746547134188, 0.06370921378234475, -0.06834812523695784, 0.3096708322493167, -0.43803622188875246, -0.08339117536810964, -0.17931490760493896, 0.0826279077597321, -0.04355802631880004, -0.3713481692126034, 0.16641856526012808, -0.009507162574609665, -0.0633335018555163, 0.15821429419551974, -0.0616312362832954, 0.13737178373484044, 0.17158611892191375, 0.24708338405711383, -0.08951142660229391, 0.18157794547480915, 0.264759327554426, -0.23041520010434485, 0.37756524341060504, -0.13743701353142948, 0.11109838709136094, -0.19337639836984485, -0.013624561371460453, -0.0038956035849664894, 0.09659037671987443, -0.10935149295046048, -0.26644747482658376], [-0.0913460629422497, 0.24622139224324638, 0.0005674492385018132, 0.06651041429001955, -0.04733894090555496, -0.2064957192686731, -0.47190034134520503, 0.10399491169389381, 0.15355305927865157, 0.24301107933141433, -0.13735309711640975, -0.017914810931896633, -0.08020619071317714, 0.3207530060455565, -0.2601992957868899, -0.044540464167725835, 0.2502772955556539, 0.08309088431683598, -0.05807165315710704, 0.09550747211403586, -0.1733733629523484, -0.29684058024346993, -0.7302573737699647, 0.19761505647723676, -0.23036493994523102, -0.33579819096601243, -0.15864510079042357, 0.34767467198008, 0.22958159604362682, -0.04517831740989865, 0.16782591799045604, -0.2166002010429585, 0.11562658033434234, 0.08736594742289104, 0.11736128444305413, 0.1267747516119365, 0.08904303135397101, 0.09641774388708622, -0.13067951762155366, 0.046443648597415274, -0.2347424197610446, -0.1091917148867278, -0.15633849352581017, -0.4044361350817482, 0.12406864871767088, -0.09566091360005935, 0.410381971192486, 0.0005314788936527926, 0.23944364867504, -0.17913323941945486], [-0.08717963341766086, 0.13700591535008255, 0.14681907210794728, -0.043089490530053974, -0.19391102666990112, -0.1539785057967287, -0.5238826916578414, -0.07585506247340232, -0.02298048842842979, -0.17191757943057218, -0.03198913984460473, 0.3974487584232414, 0.26492803174106755, -0.09466789334495135, 0.04446236510245298, -0.18595512544992485, 0.21403938621835353, 0.25180477547811003, 0.24359375053980156, -0.0009219844881082559, -0.013441867707247491, 0.40746582998234604, -0.2895231382615008, 0.3010210770339073, 0.2150672969106674, -0.06101534624292232, -0.18900407525088206, 0.010311436583323808, -0.006437660914748403, -0.18322319502565704, -0.12605626975965606, 0.08461519721827632, -0.3674868587291706, 0.10140580577953079, -0.4976982614237401, 0.3916593346542577, -0.20796824951559617, 0.12734857126485213, 0.3339967899712133, 0.15644152873215356, -0.19690132071604025, 0.002813078684665682, 0.12483378195463397, -0.17947554374218885, -0.0383539471844016, 0.038232914357048405, -0.03782286526661157, 0.21862313285899165, -0.2886577670107959, 0.07071266050564867], [0.187843769678181, -0.5063196724134202, -0.10756699493944542, -0.1396245404141644, -0.04313975358892258, 0.2966491108949865, 0.1958383100016596, 0.14091894589931347, 0.2152927147554777, -0.47712681408081076, 0.12555383196572772, -0.11587155944869343, -0.06297409106807114, -0.2833040794639695, 0.1178604218137542, -0.024242565417140777, 0.08723938569009976, -0.254033690486939, -0.4353024971261027, -0.1231655724781456, 0.32282313041248994, 0.4730750495830975, 0.22478176253870621, -0.2134589825146551, 0.08725818388533117, 0.1605613371284401, 0.41989167819349726, -0.034128970826668194, 0.30635539547118, 0.18310490900331833, -0.2310563260839363, 0.08282176792367728, 0.22282250768522133, 0.31185976918391195, 0.09831366238443227, -0.0015464374690443462, 0.04768785413812398, -0.14296099043765645, 0.10595742279363418, -0.024648533954561583, 0.2689955754919491, -0.17067933590628026, -0.14834138857103796, 0.2265667845978301, -0.09862476400302465, 0.3036043191612759, 0.11123572921684197, -0.26547081764118713, 0.30356164627390614, 0.3803360807281534], [-0.1811872459969373, -0.07932506918029206, 0.37606055948257006, 0.019153389314188345, 0.025107090345519556, 0.11556044115940273, -0.09186089344285278, -0.11057178261670118, -0.1134534330664185, 0.1264991302767947, -0.25400837074359084, 0.06593644655901543, -0.03293789591276487, 0.015506529470602664, 0.20332069020449955, -0.17865755136291894, 0.1211528094212026, -0.5370460562637894, 0.13145485046154617, 0.20797209811503165, -0.04538123261986415, 0.03186965855108115, -0.5355685237426149, 0.0475564010419343, -0.05788283326781127, -0.012991355569077497, 0.2714390290439421, -0.06485551722868385, -0.10251662521268515, -0.027710391176580546, 0.04073033637825002, 0.20981011796638865, -0.44811457249801234, 0.08367329327942524, -0.012335000219190413, -0.3246242413789627, -0.15425521468913472, 0.09263283996964448, -0.5285878619033014, -0.01825212601102978, -0.09697738149736396, -0.08418663639808466, 0.15064776321020734, 0.21858462042294324, -0.10539594191671008, -0.10441562001529163, 0.21431314319504466, -0.22636147141383456, -0.3516340486610446, -0.19185783310628493], [0.1900424060409226, 0.07855634411155468, 0.4039517653713764, -0.36334781558147583, -0.18166412111279018, -0.23371690026565148, -0.10790505814335491, -0.5084417073896226, -0.45624060209936407, -0.06289263531830988, 0.37819024140359614, -0.49642855089106297, -0.15255212749093677, -0.037174414579474915, 0.26294926042039546, 0.10337590292729992, -0.00016300543520980648, 0.15961713623374893, 0.24657193308060027, -0.3721481280067098, 0.016630072637121546, 0.00807792853778612, 0.13536230418004702, -0.511756939929866, -0.08472800029116001, 0.023171235053589118, 0.21086801750413034, -0.25369251487125494, -0.051753386076922425, 0.03994527889508746, 0.014566788991251245, -0.006412037991077913, -0.10720522870375436, -0.21930868362433287, 0.14647185081415173, -0.14981133228807136, -0.0418609420339629, 0.3644841647769836, -0.2910195633458124, -0.04662973348985801, 0.22312386908840012, 0.16020834580721727, -0.5022495928201489, -0.1819204192715872, -0.07997295439946615, -0.16480263943836668, 0.14782174645650603, -0.045662728009181565, 0.16908224350477058, 0.47571081447896824], [-0.35817847842609907, -0.2613858619827693, -0.32513817405234885, -0.014588291348167644, 0.0690067562035755, 0.33281337787205, 0.12888757469983275, 0.4376984057615697, -0.07449843784467933, 0.21468325970469057, -0.30148259530120985, -0.1670048210369252, -0.0552948755012839, -0.4079695797608857, -0.4241388511194961, 0.04623815087876156, -0.16025558761941797, 0.4613378358925801, -0.23003326204514019, 0.4313341697349928, -0.2499171206773983, -0.287946894546498, -0.039365901354535715, -0.04510084880484495, -0.25158957070810567, -0.47620839092158396, -0.19812598656004102, -0.24386825800871517, -0.04157468643768021, 0.19214240612693598, 0.23571955456449406, -0.1905045582559195, -0.28354955995857256, 0.004849436425416534, 0.5465675892548278, -0.26329356541634186, -0.18563376323684458, 0.03906822783646663, -0.2840997259606751, 0.08607328250648064, -0.1298522498169573, 0.36818435819310086, 0.11621617233991269, 0.1597973417795159, -0.2005467831578843, 0.4656484122344079, 0.3213258450565972, 0.18580451757727623, -0.35639216921916783, -0.23773882078553427], [0.202511433936531, 0.20227921426590456, 0.08631824787454055, -0.1295121535428364, -0.3352788229746617, -0.1843089196665667, -0.39816510461195076, 0.6181379866448823, 0.29448586183235065, 0.12417101230724745, -0.11479970287385374, -0.127511535949916, -0.22973699288916177, -0.05281736075236512, 0.18002795976548808, -0.42438652296319535, -0.06352821428378437, 0.21999765399212134, 0.07313866224966839, -0.24383916697672128, 0.33170582828039286, -0.04695617583073599, -0.15352398067844783, -0.33128872223107897, 0.08292288130598843, 0.032877275758565916, -0.4188115514407031, 0.21858134501036847, -0.071799493634712, -0.29537842474501796, -0.3977911528663508, 0.14189589435509387, 0.04559512885779387, 0.05743508001880929, 0.3030053798491266, -0.25900757984249073, -0.022070603531209727, 0.30819303513356816, -0.30196449174516476, -0.14830115063476262, -0.09339588678586863, 0.23229729491640116, 0.20198089916316608, -0.22388739285763204, -0.11209459114089294, -0.1163055509156421, 0.21224299071248579, 0.12105000348686724, -0.12724456036667775, -0.6189288466312458], [0.40656327644526585, 0.43490010948390545, -0.08420970690998156, -0.19927801958002306, 0.34280328979108465, -0.09123471214996073, 0.11813834042677832, -0.3558243909335517, 0.22016210937226474, 0.1686007857332304, 0.1582264876223985, 0.02533021487666177, -0.4901222025234856, -0.2035834708805929, 0.04836081979266474, 0.1706340756628263, 0.23745204796163438, 0.02529851878624372, 0.00976140823621032, -0.15190999109229508, -0.26072158989878486, 0.30146614133886634, 0.35662831484806956, -0.191049676341001, -0.42937081063236027, -0.02701037740206643, 0.24260714002169212, -0.15565025463726156, -0.4995724768069512, -0.3396167239720405, 0.0924951062749584, -0.0065846851700507025, -0.30179831637805377, -0.4536935647754951, -0.24640739477108708, 0.05385343185083981, -0.1944944826702614, 0.2744681166046729, -0.16429007333945217, -0.06081521608586522, -0.14307152193764144, 0.04473085236177066, -0.11165482178274606, -0.39790724395636434, 0.0975989454833294, -0.39814366441687143, -0.12719532923944166, -0.017749620382280992, 0.1112225786937844, -0.3088378257001924], [0.27216575127228076, -0.048797971174626725, -0.5257332020029969, 0.09412993627264321, -0.04013194170680874, -0.16039287861940088, -0.3729900592198385, 0.5465628527275436, 0.04418108765328649, -0.0579429370567072, -0.05909730483406604, -0.11005386183667584, -0.12879122133596876, 0.061112124529113465, 0.03827888418306265, 0.02469338152869057, 0.16029074697669116, -0.08694936390996348, 0.06960517019161408, -0.0779723845864648, -0.09414453971476369, 0.1944794194078725, -0.030791471101655286, 0.20254930913572158, -0.06922878396680601, 0.3018022152234049, 0.05960167110731029, -0.12255804251978818, -0.3021324879368237, -0.028506885436952876, -0.026334740996958303, 0.3714717955180444, -0.12879804989823945, -0.14271876414099544, 0.20344214183710238, 0.24650907506571065, -0.0795218544001005, 0.15976432449655226, -0.38228667718960974, 0.2013217446578066, -0.22110282017856406, -0.1634992317710538, 0.2493527993892447, -0.008408049350195637, -0.08272679402430234, 0.07583800646024734, 0.2250999296483408, 0.24688965574643426, 0.18183636102575912, -0.30372943103975003], [0.007877799778328486, 0.25429753179300374, 0.35383912157472625, -0.5556417044001801, -0.4501918956973075, -0.22426944690554249, -0.025788635180828922, -0.03254393066149425, 0.2568706882774551, -0.23994656669880104, -0.18964386698438837, -0.14355993342768328, 0.42352278482396527, -0.08018592348235795, 0.013392515453853875, 0.22110327592103216, 0.24329602048267737, -0.024367312519739247, -0.44735074952164516, -0.03418128995199923, -0.3892796245474251, 0.05594116607223926, 0.015912078547826385, -0.0709324630504781, -0.09045225917178015, -0.2916854316469787, 0.3296281135115836, -0.09836064472804834, -0.1607332516498285, 0.04247140184583416, 0.11937699405222799, -0.5989272407161934, -0.12279438563445724, 0.10122198705224954, 0.19187384349272527, 0.26152227834999286, 0.08660739692017497, -0.21576819400905994, -0.05597061210306517, -0.1297697878512346, 0.30117529237454527, -0.048045674995665665, 0.00622259774159066, 0.14140312250412324, -0.09858413133690436, 0.2959647716780488, -0.29490613623048173, -0.23842530318784427, 0.37318248903861384, -0.1438504651987642]], "b": [0.08541932710872271, 0.26545222518543277, 0.0009362245750881553, -0.03987486678034697, 0.3121065749219667, -0.2715602450248792, 0.1744963779387126, 0.14558494110398867, -0.17750819009310623, 0.01355084826806268, 0.09886193751286598, -0.15845036395328008, -0.5905628535175206, -0.07657445262857326, -0.228991642330868, -0.1540255164760933]}, {"W": [[-0.11321207990595425, 0.18347417815026978, -0.13378092412579404, -0.09443604293053982, 0.03401487495985427, 0.01019529652156383, 0.29029630965545905, -0.33612788700194485, -0.026188426100180656, -0.07028746653142644, -0.12340926004811907, -0.34536625383069075, 0.11944074363928167, 0.5646108109343421, 0.13875586269908974, -0.13974794712429706], [-0.2332833918421979, 0.08956667709456073, -0.30716977197709305, -0.29907262820785185, 0.1682984596964906, 0.23346388380231875, 0.07507069909238162, 0.4506630845567718, -0.015962611853598745, 0.17703599468906936, -0.07900576284727524, 0.03218458200476832, -0.18623198361074236, -0.3220045838688815, 0.46929077987196444, -0.0007120606918660311], [0.44896847952955254, -0.262280623722367, 0.025498934600098756, -0.07983715388657718, -0.19969848857868933, 0.08096751129199803, -0.32932381342174377, 0.6388733501765489, 0.059973641843594605, 0.6078685119005128, 0.04621481541214653, -0.37151522358691164, 0.34225517286477464, 0.03485637931282595, 0.09215041810366119, -0.09322828286984511], [0.040588538082440964, -0.11125725857445601, -0.2629389106535128, 0.5065534795601482, 0.21016051836961297, -0.6147918736830335, -0.2878817182238541, -0.22046483577209136, -0.20502796735238174, 0.261598749883801, -0.09092820751081467, 0.04209313503530243, -0.014888939790575706, 0.030815152290152886, 0.20263222824117064, 0.31625055594979157], [0.32933056712870507, 0.09217013900148792, 0.1453513252686559, 0.33571024417776457, -0.04554447777223254, 0.022143248852871323, -0.059430734490192406, 0.011188265128529648, 0.4547771626950683, -0.05164515270371306, 0.18133613365515855, 0.0808935516093892, 0.12987427817888236, -0.2951359433690977, 0.045462141643149157, 0.1291781132176843], [-0.2685517100486425, 0.46823733871395806, -0.21536399848902185, -0.08194111470727422, -0.45024778662109793, -0.08918127953381547, -0.07910231445421338, -0.1343822215866213, -0.029845550715788514, 0.1622782589188593, -0.12320327827521638, 0.2972348837202107, -0.3634907280707883, -0.24888132111140832, -0.3806168604924727, -0.3397006795242763], [0.1001304369320545, -0.35689305454061837, -0.30742026886479845, -0.24453068212689924, 0.032245559137925595, 0.42312588615865465, 0.23485446286998263, -0.3238402006478223, -0.047105986689375746, -0.21197876710248148, -0.3286335798380761, 0.020042604056445798, 0.3327093773514899, 0.2464366369572584, 0.11762718117608403, 0.16803628281479066], [-0.39388691807257276, -0.23525045591041266, -0.1538052427014323, -0.05646822687636757, -0.20703221527983284, -0.2931058692699749, 0.1500568487572489, -0.10593112391454183, -0.0875132713014482, -0.2707457905767201, -0.16244331800406675, 0.16228462856632653, -0.29551910127410846, -0.781739866817803, 0.1618551465121592, 0.17202492419659973]], "b": [0.28298827047513136, 0.3805858644326659, -0.08393005325071408, 0.11622280952298772, -0.07246609561793593, -0.28718855177430475, 0.268723111502017, -0.19406564971928927]}, {"W": [[0.06479891867588596, -0.3230070949407658, -0.1868063671664813, -0.0825125893140913, 0.0777633466810641, 0.3822466919814255, -0.02938968570769511, -0.4758599904504906]], "b": [-0.5177999449037987]}], "training": {"phase1": {"device": "mps", "arch": [50, 16, 8, 1], "epochs_run": 28, "best_val_mse": 0.2424517720937729, "train_bars": 11444, "val_bars": 591, "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/COINBASE_ETHUSD, 360.csv", "data_sha256": "e212986a63d6d77af951aed916dc085872124508fb2729893db7777b85731c37", "train_window": ["2016-05-23", "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": -0.3867228175581035, "fold_calmars": [0.6928445560364902, 0.6124444299921674, 1.3386037916030247, 1.8505987083698068, 0.8354684813202253, 0.0], "fold_mean_calmar": 0.8883266612202857, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.13333333333333333, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.018, "fragile_0_05": 0, "fragile_1_0": 9, "trade_target": 15, "base_fold_score": 0.6218286628541999}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -88.07429731987858, "i_long_exit_activation_threshold": 34.42835643849978, "i_long_exit_activation_confirmation_threshold": -116.91113592448967, "i_trailing_stop_threshold": 5.575041490828412, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}