{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "6H", "arch": [55, 16, 8, 1], "activation": "tanh_closed_form_clamp20", "feature_cols": ["stoch_norm", "macd_pred_norm", "osc_norm", "totalvol_norm", "m3_momentum_norm", "m2_tiny_norm", "newaddr_norm", "stoch_div_norm", "vwap_div_norm", "stoch_peak_norm", "sendaddr_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", "sopr_norm", "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", "cvd_norm", "btc_gold_norm", "rsi_subtf_norm", "bb_pct_b_norm", "cvd_norm", "rvol_norm", "active1y_norm", "hr_norm", "sopr_norm"], "layers": [{"W": [[-0.06255213893790615, -0.15531330906417057, 0.27394632447081296, 0.1637458450675956, 0.15864343608175285, 0.30585688764853924, -0.28696082056674255, -0.010236491917149176, -0.050454350046157566, -0.3034844762534769, -0.04625563791067917, 0.189718285380978, 0.36979956071725895, -0.10457138582285978, 0.1620008030471219, 0.09803734982411147, -0.073306278877835, -0.1101932323431278, -0.07491314153441937, 0.36786594307013315, 0.23765623999600655, 0.21246611985524239, 0.034304209687859785, -0.09771387492128393, -0.15591681466592758, 0.02199942429730175, -0.12239875574444542, 0.1408450354028734, 0.35205460847090203, -0.18834167663405205, 0.045462157591654236, -0.4475582333144245, 0.38649270177090805, 0.4055032009245536, 0.02932516132073926, -0.4224454363461935, -0.4068264412674327, -0.3679214262481432, 0.022597641637704897, 0.03311501694875938, -0.0041345648940564785, -0.19449800464870087, 0.3438208351928875, 0.31721817408587394, 0.24520647130441453, 0.44549809235368343, -0.124636154313639, 0.1472398521279444, -0.07298447779328779, -0.07043921884723335, 0.17725479696875932, -0.3915291622741301, -0.18175202766699744, -0.07490798774646781, -0.0142605241622617], [-0.3144923408776042, 0.45005780554236524, 0.006923333314353443, 0.009194519072955203, 0.14949940941605486, -0.3213211240237799, 0.22536610780184552, 0.25478766891710036, -0.24890943103714225, -0.07922661871878903, 0.016844565172419133, 0.11050901929448372, -0.1450232338768872, 0.18250268165773706, -0.18039614280110045, -0.4687715136609092, -0.0901654195597743, 0.2401772467282912, 0.049093344146502835, 0.24210407043087234, -0.24487159648496942, -0.06044187113921385, 0.17551425056706238, -0.05420133017911338, 0.4714924335487435, -0.049780363894565444, -0.2448407503260087, -0.17254900996058903, -0.268810509554318, -0.1872828800002823, -0.07475970466964249, -0.2799214239560538, 0.057736210487816755, 0.1460937285315975, -0.0325434634571524, -0.29207958483039426, 0.26806855799616774, -0.0863680177496719, -0.3272463699698871, 0.8189632422974332, -0.25665985966234245, 0.14356954468620142, -0.17291321676577895, -0.58371081540465, -0.1527381211911662, -0.27513359888498745, -0.12442766846191036, 0.13019551233386983, 0.354531295798677, -0.030283792420536963, -0.3934821788875723, -0.040183681873247605, 0.18445618636905026, -0.1803327463185002, -0.09661703344388635], [0.06997953973360693, -0.1523731610232537, -0.018254305977787544, -0.0766635862331389, -0.19472337833186956, -0.1583450108044802, 0.19738671317616205, -0.03172917748102058, 0.022502445199505956, 0.34304851410299586, 0.07948844084647583, -0.027583906002092817, -0.3862798452060205, -0.057885293754558725, 0.29642779349418474, -0.2055311039759709, 0.4232153584077866, 0.08432763916396491, 0.2521108993867712, -0.07633276579979104, 0.4565643062043159, -0.4547521084920402, 0.317397291808874, 0.1273163982552907, 0.09135412467382589, 0.04033472722691334, 0.05996157149695934, -0.3566636898247975, 0.3060820818541329, -0.25851654304176747, -0.2091142975478264, -0.09440597370060534, -0.31922503369997657, 0.2714475459956257, -0.30497617131694843, -0.13510837290031055, -0.32961949022270276, -0.4984322027339527, -0.08142579817895726, 0.16574195670140304, 0.04843526884690778, -0.060552348589838226, -0.16096460599761925, -0.4648940812896895, -0.03886310984657847, 0.11278364417233666, 0.3087178474369313, 0.3228351864173634, 0.00167256382851564, -0.13238742044651036, -0.08640155900924648, 0.5149393451249268, -0.26448220850896753, -0.06914576606924051, 0.021536646908448507], [0.5211978275427254, -0.20671803148370732, 0.4242467782919142, 0.26543228378538886, -0.37908542974623716, -0.1762178264126791, -0.14308277590754767, 0.043416619003613495, -0.14711833791891096, 0.139521887919892, -0.5114171060049876, 0.10998590376526093, 0.29321796621205654, -0.11732673947081597, -0.3067915508107654, -0.10185369585942623, 0.08555834421058245, -0.05296472738632094, -0.007928909546158585, -0.0008091686136255938, -0.12743273071054828, -0.2949054185253408, -0.08002221040932853, -0.11079389818526161, 0.08168936169195334, -0.11697287973376319, -0.4771152588385704, 0.11427430462919012, 0.2727310059294618, -0.1546238714190843, -0.41517925950791934, -0.12032056657621873, -0.16926241055698504, -0.25219938467453995, 0.4910522690889889, -0.02107976555122494, 0.21255656452190635, 0.3948648377267289, -0.060004156960851776, 0.1290938723582726, -0.3206160875206012, -0.41523331640283495, 0.271961741808762, 0.05170897414871639, -0.37618233570905296, -0.2013190192539006, 0.00045497625714117527, 0.4443171969901882, -0.12199996270475172, -0.016570129117986335, -0.3793838042969437, -0.02738628720217782, -0.0678437838271082, -0.20077931325355838, -0.1169232582191956], [-0.09306434239894902, -0.24001470315483855, 0.10037005072790263, 0.37926711329719703, 0.2640391139708535, 0.16837325717148482, -0.1222939558721588, -0.21148490982593662, -0.5485972530774403, -0.12169138988179012, -0.08971604157268567, -0.09708159968976665, -0.46361877404397067, 0.09946307520684543, 0.27890222627328976, -0.4263548437138888, 0.0010662013244734682, 0.38825144426032543, -0.4450669232795804, -0.1870470872202132, -0.47558040660119155, 0.1053303339950415, 0.11559573774612679, -0.00951276046895972, 0.023640072442949002, 0.25650319816505734, 0.318006355386537, -0.1278733159498441, -0.06895539873162132, -0.127279740112836, 0.12236013181337754, -0.16990555964592455, -0.1775795415122885, 0.2620432939660169, 0.16983107010974682, 0.18005941956836008, 0.15473683109114678, 0.09233109023307307, 0.30117898903558976, -0.14219348772456572, 0.1424037918802622, -0.1458088787191637, 0.24487566618319903, -0.020083670619912695, 0.34625557473374946, 0.018531925323332907, 0.24198372341766886, 0.2459001312787398, -0.23581785394489396, -0.25528571441701847, 0.08224624910135388, 0.10048938245941375, -0.04193923516144113, 0.17323224740697188, 0.16689942918941714], [0.34405114511498525, 0.07306988607249082, 0.022883664241516617, 0.4016295637437681, 0.11673561238290044, -0.10175449787064376, 0.3157493803970832, 0.17639981608998265, 0.28126400740027874, -0.4182109128505167, -0.2544404498874385, 0.09882164618375014, 0.32718060978843033, -0.3238301379560006, 0.28955175531091715, -0.09422156851138072, 0.18156933508976958, -0.43217748329276795, -0.5654418764211341, -0.032531552189740964, -0.035833034213601275, 0.06295457961770189, -0.04790753976830992, -0.2864856230167116, -0.5109914855453369, 0.2610207490857568, -0.2903172174699131, -0.1389137385634194, -0.2741581985120157, -0.02187525208755077, 0.2808215287967376, -0.6469051952118366, -0.17597188625458707, 0.08253091753519153, -0.0875366155100823, 0.08030381885229047, -0.371461700898517, 0.09346232215696437, 0.26563691717392, 0.29002031920975097, 0.051189501750169356, -0.09989460859267767, 0.18899550843197704, -0.031932311681227024, -0.06288273503995173, 0.2275192039187866, -0.268366005288856, 0.2173390732499299, -0.03224548658494791, -0.015729163394433143, 0.15375662905831183, 0.20418998552311018, 0.2674815482695279, 0.007855202687575634, -0.23562437029893643], [0.032732654555605346, 0.041120642437254384, -0.046873246731904065, 0.34660156947451376, -0.23443755346467327, -0.23407709941649413, -0.2527640718463776, -0.03843032751442212, 0.03340162938582919, -0.21731585015067392, 0.006200333407952563, -0.18401808350038518, 0.0817738843088013, -0.2076335638533146, -0.023821645931558277, -0.13787908787416425, 0.11401207219807152, -0.3000267352822955, -0.4357848201753059, -0.2707142508593177, 0.12075120879904899, -0.3512250517986861, 0.44306488017437895, 0.09385033295689338, -0.2253048152855778, 0.0013205627824033794, -0.248828423760652, 0.1870217890569913, -0.2485847274737284, 0.10722974541770526, 0.2895693377689074, -0.6212808784285374, 0.16534325605535427, 0.3066378388571612, -0.1224254802769324, 0.06861990386620867, 0.08390074696983307, 0.18479679763826723, 0.35417828762124887, 0.07435475393767185, -0.05393329191358165, -0.08155147260637119, 0.15147365041727606, -0.025936016904340095, 0.05095037790030833, 0.12451794472417849, -0.06266097276945373, 0.1859014354918162, 0.25899061893888164, 0.3727880556624202, 0.18691651242256285, 0.2402509356637294, -0.012716669614059048, 0.42072149862283986, 0.32898838490728377], [-0.14951403051180995, -0.15063883424003102, -0.082547887851041, 0.21108676531400658, 0.3765177099839358, 0.29125846454870424, -0.06502732256352357, 0.17917475860306584, 0.13813258700860465, -0.09938331222246738, -0.011843974419710478, -0.04317408142391802, -0.2894193434173004, -0.09104373386630721, -0.25963717080588, 0.27643615904700847, -0.16617028121955857, 0.08373961532201778, -0.3017991786812416, 0.04572400313795186, 0.3905671289550589, -0.2438686384312544, 0.2967349909740858, -0.19299854877812112, -0.1410028317702784, 0.44398417676204377, -0.06953744479688131, -0.006368985205909523, -0.03659609845235061, -0.1205255673572956, -0.382941522033919, 0.1917130997125818, -0.023408284662440704, -0.17942318669846666, -0.13381708969876174, 0.11123479025716679, -0.15984371180011178, 0.36980410059320024, -0.232185653482928, -0.010996396107082189, -0.010857245075468532, -0.06064834572473677, -0.06065648418484759, -0.02033976554541553, 0.043292075583282755, 0.24070170610767727, -0.1524072202983269, 0.34726446399684435, -0.0565031280608538, -0.12437598998389006, -0.015627798199352262, 0.22520031119020326, 0.08313725566799231, -0.21700125540881962, 0.3229665927648822], [-0.6062197250414134, 0.1353798488868042, 0.12683471742448826, 0.3227526495743607, -0.157248884150205, 0.18437211255466807, 0.31264025983204213, -0.05666173269176191, 0.029758045093155706, 0.027748297388195894, -0.13837276539108972, -0.11576478115463287, 0.1542511410386473, 0.04544784933551457, -0.3544798204645252, 0.29909816090579483, 0.01966530204358965, 0.25032516993825144, 0.1665089808210741, -0.18617186945423075, 0.04127041082905665, -0.09957447203747194, 0.2599568647116316, -0.361339381005461, -0.07953462802078215, 0.2763831407778767, 0.16605045864361456, 0.6210382958038748, -0.14698347473623083, -0.18867853717172303, -0.16159410869866134, 0.04645418973022309, -0.40672089539857, -0.023362474884809976, -0.2198101860762815, -0.11898312661384507, -0.053357459479043315, -0.28243334512211893, -0.026773736064135446, 0.18994693888096256, -0.01813019374951753, -0.3066855942457658, 0.2730789194215533, 0.06090959743233004, -0.14561430910604578, 0.06949807137081371, 0.1972086732839057, 0.46832736459142627, -0.17739285138730396, -0.3347921683619224, 0.008377637906390855, 0.1456905497851376, -0.007095403086438721, -0.15858741176798485, -0.1698605045378425], [-0.2012896833731668, -0.21476221808072166, 0.45109875491932355, -0.17208054483708432, 0.3103044082906353, -0.26700242833170007, 0.4173805859239415, 0.21330618175322016, -0.04889195580133697, -0.07336699458673454, 0.0029581151411074147, 0.19138439353614156, 0.5692262424688362, 0.216481663482123, -0.2651462933845053, 0.31033175679806707, -0.17676533312078463, 0.3810584616393694, 0.10434125798133152, -0.11993273653264909, 0.443552142222176, 0.19474683138766052, 0.05037228325116183, -0.200757657595624, 0.03490668995678933, -0.042593015765247155, -0.04474774769544253, -0.013091395696029903, -0.20677264966785314, 0.2525594770886418, -0.17648518024937646, -0.11005328411894157, -0.264997384723356, -0.28074777265550793, -0.1178217521432094, -0.010924722744322352, 0.3258359250257443, 0.5629486401427114, 0.25954813013545214, -0.15168419503240776, -0.35471249729170085, 0.0038972877936342813, 0.004238814652306161, 0.344301070374793, -0.05835165473734284, 0.005742564144101376, 0.307537813622084, -0.2675548939426352, -0.3373090006597024, -0.007126609492617203, -0.5240634887209955, 0.006509094180483501, -0.004765748156224842, -0.14114523452021918, -0.002048558750292112], [-0.3023585716101029, -0.0759566417745012, -0.3201753958470967, 0.2526242233848867, -0.08897984360632194, 0.322698757456392, -0.1355988738504418, -0.3138562979604582, -0.0004920061730015329, -0.05880847849101191, 0.17463501884062588, 0.118665271685202, -0.017913958564403632, 0.6026366585279379, -0.538664108327473, -0.07650142030961396, 0.06671241650627044, -0.2337631005713014, 0.3352088842120521, -0.10916685887048044, -0.012004805160871553, -0.38456965526521025, 0.06763620926759292, -0.1441678305987879, 0.24203899062230866, -0.11082999428541442, 0.008365930954353028, 0.19832730108939564, 0.21499842097266425, 0.2353981520167943, 0.2910292155802768, -0.08647705345341655, -0.07454417441863628, -0.11935723036798217, -0.036775216876332194, -0.04222238103263673, -0.17981403185926634, -0.00593791964358116, -0.22825854355023756, -0.4615392229803684, 0.4030743800408502, -0.0959715199998522, -0.07410130671583161, -0.041061080625881555, -0.03257109356133952, -0.0062751903174694985, 0.3347742993322963, -0.13832149998941326, -0.07144260687578124, -0.5330908340491873, -0.13226047384961245, -0.27915373270517, 0.3904866937503068, -0.06963382356539095, 0.10181080783736211], [0.10873225291458094, 0.1928419189898921, 0.1155770534980668, 0.12344374535214671, -0.2748392820675036, 0.3339847703225038, -0.10492190237771842, 0.2692249496127765, 0.14041538668182924, 0.08091744400557244, -0.3186035032523246, -0.21575515374583204, -0.24876414481673037, 0.00912807077619579, -0.27021271433077526, 0.4558788357095003, -0.35893149610703035, -0.2910758013885365, 0.1721056979718107, 0.2794704283981203, -0.110465718969878, -0.09494052125383988, 0.4273280995094929, -0.29108739504734066, -0.1016989790780302, 0.297674422450972, 0.09945527869548446, 0.06636954038100337, -0.07901559249765602, 0.5303877654231575, 0.08167572188821148, -0.1052620708869565, 0.27428448914138626, 0.22838538533686717, -0.1237718959047298, 0.006694140242529007, 0.19316250709129365, -0.22862955099894094, 0.03262779457174528, -0.023434327274903795, -0.10796325944015507, -0.1677517185199828, -0.08096619383385464, 0.06277749977518697, -0.2532903501723159, 0.059016692659170186, 0.45014961084672744, -0.07785254957920833, 0.1917933629659372, -0.06604731414322974, 0.02105125779617532, -0.10840989709894867, -0.15679471496160854, 0.008745654754337308, -0.13693802394128776], [-0.12912405984343306, -0.05765299425995821, 0.04041451893635662, 0.3410778884774656, -0.16850092751918044, -0.25108977868757293, -0.34926685995831874, -0.004521265359537282, -0.04595271076252428, -0.6656597844165553, 0.008109810693428974, 0.09179421387664954, 0.29574422997935024, -0.20095576997034098, 0.28248410423044934, 0.13414296040476348, -0.11931978233823992, -0.1226103955089405, 0.3755293742135506, -0.061123884132732925, -0.17852967660187757, -0.037456433618162505, -0.01281438832654383, -0.15695834742094117, -0.008143714882116715, 0.0335791519889405, -0.33418484329474873, 0.25725122625743957, -0.04463429946181, -0.2195742318175173, -0.10412606057112186, -0.23202505314760297, -0.00011169825725102292, 0.12294432173897527, -0.12923229297149172, 0.5904300261645046, 0.24675925545877825, -0.2580365633801048, -0.19195913028649159, 0.13063783925676362, 0.11915006392218326, -0.3720334981576446, 0.3050750463157285, -0.2740421751404385, -0.12180084434082855, 0.39405134861450297, 0.22187800324126564, 0.24529029533259356, 0.23653697771624596, 0.22238438463348248, -0.04496712139593244, -0.19510054766726512, -0.30684756748953573, -0.04381128603791805, -0.26534088775731157], [-0.43233581526543974, 0.3071957037853629, 0.13763885590653324, -0.0004990452586483007, 0.08460850514463537, 0.31638331001789766, -0.1559662170399438, 0.2502463541838845, -0.036931912084508516, 0.26002542989960736, 0.20699574171594246, 0.21967232465621506, -0.08475778943510551, -0.2580385599522445, 0.1864431135465324, 0.11142276702450171, 0.27787596533538317, 0.07272625976195675, 0.038102954659639865, -0.0903911324023666, 0.017873042371065108, 0.11967890322810672, 0.33601200560934397, 0.2515688981454509, -0.12660488631265399, 0.0967455295842677, 0.15108406902852092, 0.32615596770759986, -0.007631101068220184, 0.34074889808507164, 0.04802094216498756, -0.21505626158081728, 0.23262947874134046, 0.7588074072541591, -0.6018810345042201, 0.007841189896550003, -0.02853112848640476, -0.19113353155093454, -0.16169798361307045, -0.15705618351806866, 0.10507778446001273, 0.3737131868181783, 0.08349860297112933, -0.027083455959353086, 0.14504205156789113, 0.06405322743149672, 0.2301811802149909, -0.2493056593488008, 0.10184794698521478, -0.3099962519706776, -0.1407117462207008, 0.15059509967690551, -0.07036351317705164, 0.11444791354729009, -0.16123186333285894], [0.13061071306453087, -0.1265111001927202, 0.08123053733955533, -0.17325718716545327, -0.01926626375684535, 0.19752845779930758, -0.09659962150204847, -0.013119148517303926, 0.2100219003483974, -0.3135958299078046, 0.18162585244381452, -0.3071300228346141, -0.20399757552125752, -0.35071224362099607, -0.13861289598205237, 0.13378229235282316, 0.4068383605033297, -0.4962918327538062, -0.3951941465813311, 0.18193164921730326, -0.783489965474214, 0.02382649170691734, -0.024559183196385143, 0.7261571970424182, 0.008081723027570282, -0.4304174716225901, 0.39987851966736776, -0.1711032838431192, 0.1056097391758269, -0.15488533438326435, 0.04302661322855276, -0.3209474886766936, -0.029603809290916397, -0.1685161674749013, -0.13416457210811475, -0.048583101500246605, 0.20303059402588364, 0.2703888171173493, 0.04706623219425095, -0.0646080378774321, -0.20954312506642747, 0.034697522185319345, 0.47770469631485135, 0.1520558597514438, -0.22960409687766786, -0.24549518953088312, 0.1674286714334073, -0.05598389634505178, 0.3010501268183354, -0.028080961916407368, 0.22261178620463756, -0.40162689546975794, 0.25495015457990877, -0.1466343773038145, 0.12388289661451071], [-0.07079218916110332, 0.1405408237042481, 0.19503118336133904, 0.01186731153710651, -0.3244985432549376, -0.13407949101833094, 0.29227713071349104, 0.19952348941959955, -0.1982958556875244, -0.026800926039522256, 0.04595581929939274, -0.26825460404131174, -0.01619160422434055, 0.13982516260197675, 0.12585981179079947, 0.21355127574919155, 0.3237159749747654, 0.24528184903745717, -0.12744692165831284, 0.05188909436343334, 0.21863199256957958, 0.2698250741396531, 0.12860310045478288, -0.3350787983381831, -0.14895668004769375, 0.16596077499958198, -0.13335445212827696, -0.1419204592142679, -0.10000961431580507, -0.2888914715279088, 0.12519609351633942, -0.20517203994499408, -0.23029953086186486, 0.180449147214235, 0.05131200782247587, 0.1881507182658239, -0.7633055756128679, 0.07263192217764736, 0.14701406762044023, -0.6150463082911605, -0.39179906762142847, 0.3208102784340607, 0.1827859740093827, 0.26513135266450205, 0.07612442698882935, 0.19848596968069135, 0.07878157393812171, -0.028792309412316093, 0.018988169198605423, 0.15741390800398214, -0.01964079327094983, -0.1311928860249356, -0.19879787279083938, 0.3608760200831152, -0.2154253664528586]], "b": [-0.029388013437174114, -0.1293006286561147, 0.32348253216501216, 0.07240736628433161, -0.030712977734732614, -0.5015702744351324, 0.13606928851726074, -0.13098534283691773, 0.20951773153862993, 0.13565397511282348, 0.24002537281426886, -0.12358607732056982, 0.3703898028218427, 0.6045948231844873, -0.13634539373716512, 0.18998359923987473]}, {"W": [[-0.3396617232828403, -0.33513619290998925, 0.2860849706668717, 0.14088310750990893, -0.4749170395131251, -0.13033747006329907, 0.24580445067504186, -0.30359792113875766, 0.03471400620177005, 0.032164241567397056, -0.28188811852845513, -0.5171096644773371, -0.046626684937912666, 0.24157452133015384, -0.43541856798419254, -0.014129726705603054], [-0.48174175646160944, 0.16831206597851928, 0.40848701403446624, -0.009414337234737974, -0.05211203421837865, 0.09715982359075666, 0.2176103526179567, 0.1772881218593781, -0.08664045658711102, -0.43310850184731886, -0.025051783478193118, 0.14155626052182174, -0.13288967974226956, -0.3143591635391661, -0.11557043774121781, 0.4695715832669671], [0.21171568131523763, -0.22533130581703525, 0.6889509327023773, 0.31898183457281604, -0.3561379328526882, -0.41428111531617834, 0.07967358721849174, 0.18208560161742746, 0.36220475344869574, -0.20304454253153595, 0.14839336226139987, -0.449574147885291, 0.12853890475229726, -0.1277464798672406, -0.5420807716535655, -0.10935116494277602], [-0.16686876710664608, 0.16576896998455737, 0.23900525253458124, 0.001734010160463994, 0.13600493144937298, -0.0777746074529413, -0.017790441574340815, 0.004244789235235712, -0.33944522658618653, 0.20069369018766808, 0.26838637687191086, 0.07064320642168773, 0.24005242479615516, 0.04428954470275888, 0.24620284741892715, 0.275025105011181], [-0.15628991834753217, 0.3188975907945331, 0.4477277738667203, -0.08853755814069093, -0.1669085465970972, 0.3374420231237104, 0.11597550229633052, -0.05574159199768818, -0.5279315702579821, -0.03421401870047679, -0.46492364382295914, -0.05380608955979148, -0.2555558126220693, 0.15490435724452062, 0.32281757159450025, 0.18069177821146326], [-0.1465187877229486, -0.181000115884211, 0.315097344152399, 0.02566716428266902, -0.21919514936752052, -0.12476631487781878, -0.5877804821886937, -0.10838154687228088, -0.0627429710837468, 0.05693961201393403, -0.2627467049845131, 0.356347995003268, -0.25325095896337607, 0.16958193540211913, 0.4755670388913377, -0.15388808173394491], [-0.22320599465743352, 0.325820086799833, 0.07444951230289475, 0.34191528715583486, -0.3106206267097171, -0.10862027835863433, -0.2812474659917774, 0.08945787641199676, 0.25005429745123586, 0.41939735454462834, 0.04375883753755358, -0.5227097797618014, 0.21343437138693003, 0.07021288707944282, -0.14565255289320989, -0.17074613629805901], [-0.1164917437421374, 0.008561340383234209, 0.2704672843294388, 0.31119018730634795, -0.4373417087901883, 0.12048257600833964, 0.31951100544732364, -0.3628211562798622, -0.5966389476202139, 0.0860192714341893, 0.288132504260774, -0.18345774051717548, 0.05210967073924824, 0.054041873139467414, -0.26940971371548833, 0.1161541202969352]], "b": [0.23959166961562403, 0.26672810513651996, -0.07963759607844838, 0.09004197927352774, -0.32589559591108713, 0.19012382758201307, 0.2226575397834732, -0.05276775697601954]}, {"W": [[-0.08699286323961636, -0.06469406110788929, -0.19497435541755911, -0.13391301222517385, -0.02563631099281106, 0.0015081924114563432, -0.45277624793083543, 0.07355028347370803]], "b": [-0.3299703289017643]}], "training": {"phase1": {"device": "mps", "arch": [55, 16, 8, 1], "epochs_run": 23, "best_val_mse": 0.23614051938056946, "train_bars": 11443, "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": "/Users/jameslopez/projects/TradingBot25/data/mlp/COINBASE_BTCUSD, 360.csv", "data_sha256": "6901261031d2431ea447bcedbc43955a73cfea610917829e403939ff22a57c4e", "train_window": ["2015-01-08", "2026-02-28"], "seed": 4134, "regime_filter": "all", "created": "2026-06-25T00:28:49+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": -0.795975133670622, "fold_calmars": [2.6200596603000865, 0.9260599190390781, 2.065642419152338, 2.522970231968617, 1.089267652540713, 0.0], "fold_mean_calmar": 1.5373333138334722, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 5, "drawdown_penalty": 0.0, "pnl_dd_penalty": 0.16666666666666666, "trade_penalty": 0.2333333333333333, "negative_fold_penalty": 0.16666666666666666, "fragility_penalty": 0.038, "fragile_0_05": 0, "fragile_1_0": 19, "trade_target": 15, "base_fold_score": 1.0761333196834304}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -30.369883411961357, "i_long_exit_activation_threshold": 60.90329538693803, "i_long_exit_activation_confirmation_threshold": -117.33219013824434, "i_trailing_stop_threshold": 30.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}