{"version": 1, "asset": "COINBASE_BTCUSD", "timeframe": "4H", "arch": [49, 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"], "layers": [{"W": [[0.001121565970423192, 0.07976402426581358, 0.05649287239605564, 0.012628095153351157, 0.03442817724425862, 0.13533472886686862, -0.07216493769487248, -0.019239652567380666, 0.06407264674206639, 0.1339658744926324, -0.06567471258691471, 0.017343340845086624, 0.015698125685559745, 0.016505716687094857, 0.048577856275227455, 0.023947614034704537, -0.09478306925500185, -0.13080565812662948, -0.007967869558467466, -0.10826545207824664, 0.10699804468631546, -0.07558187707691587, 0.009709320526276499, 0.05684848570229165, -0.016410550168508356, 0.08924852640306363, -0.08989826571821471, -0.09085006493508317, -0.0741519115083723, -0.1237715323785364, -0.05404694316743401, -0.057569769922693144, 0.13226088417618925, 0.08405916946857887, -0.14870749160271124, 0.16476809596888917, 0.12440675831349993, -0.0005249932877278325, -0.15268777999432862, 0.023256632333738522, -0.06887024725264594, -0.1836037641229864, -0.0010248097357861835, 0.058357594842269066, -0.012256934110895411, 0.1694024175961907, -0.011144599052728346, 0.05434651240328734, 0.08075998670053877], [-0.00686648243823107, 0.046159082868526095, 0.11272210572324128, 0.08955957793166781, -0.07572123472846769, -0.03864381590052986, 0.19631447710060318, 0.05634637544758829, 0.003526033143215826, -0.058450089041184906, 0.11193159077821944, 0.14263216143339008, -0.17467607326722726, -0.040532058428515705, -0.21928680008425744, -0.10950578721566168, 0.039961944293039106, -0.04797221747176589, -0.10972548244581468, 0.08081280049156722, 0.03848916025384615, 0.13996971755344803, -0.07792493728523554, 0.14073314143675117, 0.11126884011045976, -0.044595906112948454, 0.11354064665522584, 0.08401785978501068, -0.06500803255088439, -0.08941781236228814, 0.002324189490033041, 0.10998338845323462, -0.07509308448643297, 0.02293061892878487, -0.11288321487858012, -0.08191679541274358, 0.002674818386357346, -0.07996491321933448, -0.08963406159805276, 0.10009190311779378, -0.12267486203982356, 0.03208234791717739, 0.10248719000815668, 0.08762727011367993, 0.13363106861536228, 0.10887272372893692, 0.03038965004971965, -0.07822299762617034, 0.19155342521009], [-0.10794411364618173, -0.12366880001111803, -0.17074513496827595, -0.1286314623472215, -0.035980255555074406, -0.15437577738107988, 0.010122674025488894, -0.09588306205595153, 0.00921191483063224, 0.0667691325403188, -0.18251399596386209, 0.05216541939887592, 0.002997155673280221, 0.05353757858067313, -0.021464704103626078, 0.027646651994469737, -0.026449847669246438, -0.02558221796723649, 0.15884329945299547, -0.08845348426401392, -0.10322462189298752, -0.1376537144782029, -0.11545393680598123, 0.06339447100395264, -0.06215459215541464, 0.0700227994015652, 0.03393932862544635, -0.004642573935676089, -0.08008855482787956, 0.10214432049616012, 0.054544375431283425, -0.07116283394480927, 0.011314139865887016, 0.061082550285094364, -0.09098285324305598, -0.020371050049356028, 0.0069563112653677865, -0.06311725903672913, -0.025450956238908414, -0.016928028107749998, -0.022390275129572874, -0.03760430724168802, 0.030931974822706734, -0.13972510756289025, -0.04385595388121365, 0.1385614736131076, 0.028971316621788888, 0.11572608954339896, -0.03654969812404187], [0.03731740317458885, -0.15322816262408018, -0.05014548637836464, 0.11327066012232909, -0.07246542152040908, -0.029476359491215666, 0.004413583022188741, -0.06568110722741766, 0.17017657722106333, 0.14612303030742685, 0.0042069468142729854, -0.0911529987220432, -0.14975124542832863, -0.19323336410846498, -0.01611242197860916, 0.022413253613194434, -0.06372931795514283, -0.11409833274618794, 0.19127998047572162, -0.06698268100151926, 0.016578667560771462, 0.20295165483497946, 0.016764830840199516, 0.046082226227133906, 0.0925382618091693, -0.1766877177739119, -0.019063207165322685, -0.06462775471297265, -0.020708793711976682, -0.03496652865565417, -0.036909157540123354, -0.02201570691005058, 0.06333957621049273, -0.0427971331217898, 0.009138587598027308, -0.07300260781227742, 0.05211530673891479, -0.05536526779017923, -0.11386865367971097, 0.13939513739669904, -0.1069935656221569, -0.12154266002642325, -0.15876393976934455, 0.07607586390753643, -0.19429534369040713, -0.03824202233284547, 0.046974945325189185, 0.2039730536928818, 0.09531938270456433], [-0.01819413933382271, 0.06859344190387369, 0.04796118446609812, 0.07478179720601674, -0.13402742878446133, 0.04231743652244002, -0.0014051298758079658, -0.012978871220504479, -0.035569431923176714, 0.038179910965579565, 0.013173499651736045, 0.03444242406485678, -0.02513222610222332, -0.019962849677261484, -0.02571266454341894, -0.007955125843971254, 0.005587418419674292, 0.1160495780600528, -0.0948955798432624, -0.01967302644680681, 0.23534091493236758, -0.13157217841909244, -0.11232481429666061, 0.0960923936207516, -0.12319919820606157, -0.01671156395574646, 0.11517313632020457, -0.12708441999722764, -0.099430820945332, 0.040250108977601284, 0.13068806761612042, 0.015221373440109768, 0.04287997411512472, -0.01477054845638278, -0.10952853876876083, 0.038686590352196695, 0.14096450336854952, -0.006942450979256561, -0.011448482931200791, 0.19620946712901743, 0.13499698850888484, 0.04752985768046896, 0.07993555195508738, 0.1737145938159896, 0.021560726823840484, 0.0185074069766892, 0.039154588091116, -0.0007152945481089176, -0.08383704192089397], [-0.17389729451586883, -0.024283192640586797, 0.034209626941714484, 0.047179699309065536, -0.045373942021604205, -0.07597231001713908, -0.02546206541361945, -0.04463827016816736, -0.03743112231062386, -0.1411314096127334, -0.029868303912990415, -0.10254813345514764, 0.005288744940610775, -0.17241768102303462, 0.07281533293976125, -0.03861678851348113, -0.014644135758139214, -0.12916226332755462, -0.07995160911769082, 0.024424088357839917, -0.0520852284478232, 0.13466777340698718, 0.0870354774114112, -0.052153874842643756, 0.23883633607976007, -0.08345031647367783, 0.001557958899003016, -0.055963131538220995, -0.024870758853660715, 0.17134839306533695, -0.018517638218520007, -0.07471633432221272, 0.055136338658623385, -0.040304691885287715, 0.05754645709391911, 0.029344957579400328, -0.011105032787822808, 0.058144442635127094, 0.13217776796787184, 0.020883632462364736, 0.0960821142701592, -0.09534485111417894, -0.0870133690954255, -0.05082815701990955, 0.057426086609949266, -0.13224595773632852, -0.009129506987351904, 0.05905302629711846, 0.046498403042602304], [0.10976809277684388, -0.10912895841107367, 0.0336143123105429, 0.03498592814643221, 0.1529975617093316, 0.11916496943146827, -0.02957097799483288, -0.02333235869297675, -0.18756158812608906, -0.08959014453234301, -0.07835422881089035, -0.11823373687992021, 0.030199523965247665, -0.13240304993387794, -0.07522515450968467, 0.007435659026917315, -0.0015688552425416977, 0.19597262188882142, 0.25051183582880066, 0.07308237381780075, -0.1564999484361376, -0.1737578829324576, -0.1790569184620181, -0.004751916056919218, -0.08306143718255725, -0.16124063834469546, -0.032588335029936535, -0.06889478916788633, 0.025437966865498804, 0.04987300883480463, -0.055582462001873945, 0.16972514537364525, 0.06366088228863288, 0.062485974832186875, -0.01906158670625413, 0.1666607360187007, -0.09344704508305698, 0.02894748842111375, 0.05068859736498958, 0.06901461444045998, 0.05419112554262439, 0.13921404137759896, 0.08439490499834996, 0.0563711468510524, -0.046082594666145366, -0.11339177273865457, 0.06754084600358942, 0.04375027449847332, -0.005070842909957962], [-0.15763390261372795, 0.040598549068401255, 0.10972189285211177, -0.029512421967147658, 0.05205450900418894, 0.03243931196991818, 0.09064348073165363, -0.29368083817793145, -0.08603447834000179, -0.0838185133110187, -0.15072501188289636, 0.03332741657226496, 0.05106631151748873, -0.055169310235873605, 0.13195723935675438, -0.03721637461883488, 0.14364708699580442, 0.04703671282764373, 0.08121788564935012, 0.05491804717305057, 0.08648649195174296, 0.024092235259109467, -0.06714046213655596, -0.03267843600041889, 0.06525635546226545, 0.08442613069025805, 0.1269296035381427, -0.028186872332057213, -0.12766987251892808, 0.07695103637477253, -0.01867975762355862, -0.005192338679616531, 0.07069076611521091, 0.06254694030588889, 0.03931444510586697, -0.19795410179717327, 0.1522126453236627, 0.027799556253733988, 0.08555142287192899, -0.010491590828568965, 0.058174378012207865, -0.2097474965512239, -0.0817589355603645, 0.052719008811822114, -0.04990767777085543, -0.036088348086043026, -0.043789725106594984, -0.10742611148962644, 0.032012243570873226], [0.11161129409762101, 0.10700125031772251, -0.1186941925317122, 0.11663385922546726, -0.18913384653461934, 0.14207799018688338, -0.10207031025666864, 0.025187728768308968, 0.0656798780830009, 0.06713265502033576, -0.17614781390220324, -0.036146838206048304, 0.06243430296740163, 0.036284718767453164, 0.007068850317329287, -0.018555744471479983, -0.17762599255656747, -0.1414798848222996, 0.0018228173447487946, 0.04399579863097776, -0.02972542531740042, 0.03675665121369626, 0.048331795891373736, -0.0042618858136922524, -0.17305254009868712, -0.21919802750261255, 0.2603675342868754, -0.062112484100078115, 0.173873922402445, 0.14719553145169528, 0.09490982843489776, 0.08359273171463517, -0.024609974188498127, -0.11706199924159943, 0.000599711962739162, -0.05825497007941864, -0.19254301282205707, -0.14277408411605425, -0.061516375902855344, 0.097825144071067, -0.20249535030471755, 0.16021752931703878, -0.04413443228020106, -0.0055702253209946526, 0.0329976016832424, 0.03788228471082978, -0.022499217675239082, 0.024337852201263586, -0.15211058398968033], [0.11251671341015587, -0.13329434062063197, -0.05488572927065885, 0.13665637757990845, -0.11944019055660118, -0.09995091402542518, 0.007992897431495137, 0.1428557994664485, -0.005863732271936435, -0.061236095898613965, -0.005645229657213044, -0.1562753727684341, 0.011640447866765519, -0.15587012661418526, 0.017034709362956337, 0.11136170412574392, 0.013596004729041045, -0.012701165919690855, 0.12080706268746215, -0.08392777472685897, -0.06819892101211454, -0.06254171779143551, -0.02241987026051629, -0.004478142382624048, -0.0642828735702626, 0.05500041656488227, -0.11590903845452652, 0.010540837583030942, 0.06506150647640778, 0.14236159372263738, -0.175409458167108, 0.07639574806130575, -0.030433993132337092, -0.07792227548577853, 0.023093559011721443, 0.03338395636272869, 0.03060889489215464, 0.01858872960661805, -0.01578554287537875, -0.041580082353732, 0.04201072901791411, 0.17479241842314328, 0.025338664833153817, -0.23517518052777425, -0.007556250033222606, 0.062069694221733994, -0.056303621348924755, 0.08212313159892344, -0.13784110836236096], [-0.10004289704487841, -0.11621500844910583, 0.022548187653452297, -0.10839641695157726, -0.0742069076127507, -0.28157948226947804, -0.182557023954714, -0.1489404973476799, -0.09704717650065874, -0.10649989131080217, 0.016817724912047197, 0.10632898102336404, 0.11848284035153397, -0.23287733739083738, 0.09211945065229418, -0.030496304294803447, -0.24558009426302255, -0.12435698217701455, -0.08219976797823235, 0.010393427249424311, -0.012505130917261492, -0.06494202038663441, 0.08917799172895526, -0.0849376248251032, -0.004677676011918111, -0.043566045444027944, 0.08356407712478604, 0.17213978864960303, -0.11516604883979094, 0.011963515441104028, -0.11461590957979681, 0.140312938564463, 0.00130327913009793, -0.011295860928966533, 0.09366710186875606, 0.20019324181315254, -0.07412965099400701, 0.11151412437875026, -0.10933782565286393, -0.01887866053875946, -0.2230146423187463, 0.1638674393462441, 0.16723300870919225, -0.25523265470257595, -0.11363159034694659, -0.0993888313826641, -0.010275173727577911, 0.11752657938698968, -0.029945495809705007], [0.2005960823120899, -0.17985320829873191, 0.16569308439547176, 0.005083167595589098, -0.002841815363832663, 0.08983078267377201, -0.05943654396127991, 0.07718972167929612, 0.0033576019125492046, -0.16997366664603375, 0.04721281485751458, -0.0814336292591444, 0.027194490806237245, 0.08827845121486773, 0.03244316918195254, 0.003479426078416111, -0.08863881399595838, -0.09878310547209274, 0.029022661648213016, 0.009422463720737954, 0.1643675479233475, -0.12250631337238933, 0.2025553982000327, -0.16149142607231493, 0.12194769647718885, -0.08252787860200292, 0.10080330754307892, -0.13597619385186988, -0.02992033581597359, -0.15999658302939432, 0.043445489587941304, 0.08105296086183184, -0.07336959069701283, 0.1490829336995143, 0.05628115570974882, 0.024693249126886876, 0.05463123291956027, 0.12128764820428345, 0.21027730686213514, 0.04796080832885407, -0.017709594614068753, 0.06363090462742634, -0.033196056968998314, 0.13081211998440165, -0.03033044823597955, -0.0045608894581870285, -0.041692780516305136, -0.00036654707690413936, 0.021363179232824527], [-0.03506487129879006, -0.28385796307732963, -0.002436503060584301, -0.12688116417024428, -0.08498005865636814, 0.035641533092179406, -0.12480999989811059, -0.08588594696946944, 0.011159711145091109, -0.11029327732983729, -0.07810974573646892, 0.0660335369576214, 0.05826506306251258, -0.1722312839453558, -0.03986495809392597, 0.08625471940646222, -0.14793042944992502, -0.14262129035290377, 0.023339963618663452, -0.18390175737460812, -0.06341532554811527, -0.06895728690214376, 0.11761878159185882, 0.01976524710137581, -0.17522041229528273, -0.07552534526180357, -0.05498361487536269, -0.06188311270408125, -0.006218376264156743, 0.05479951409198709, -0.09287743826609292, 0.0024083732525958627, -0.03027513968472933, -0.0040343532208927, 0.03406250365055946, 0.03770222856505256, 0.04755948957971575, -0.19358021342125056, -0.11145798764282816, -0.016389915102788907, -0.1359762754522746, -0.17914051920640586, 0.05952404195811073, -0.06577632692086605, 0.09623192026873349, 0.2294665983017422, 0.06457366251897297, 0.01245486717183461, -0.13815194221596871], [0.017041842141562114, -0.30235625840173386, 0.06529421769999709, 0.11330686508116489, 0.03189300050397889, 0.0949826734011265, -0.0777386362478654, -0.06010784105611032, 0.060550793384243226, -0.05418528276593587, 0.09772092383295806, 0.014028216051084855, 0.14526297941771252, 0.05517396200127371, -0.02184782677775625, -0.06557882643444077, -0.05974271089704444, -0.019271217247527686, 0.13870882512785052, -0.016436169489938528, 0.028553400455202792, 0.08237864653312668, 0.01808526232685606, -0.09154725531085954, -0.11906495589742534, -0.09838853506120955, 0.1924345640312804, 0.11148942005793482, 0.25620304012676753, 0.06866161345209024, -0.16394948593959752, 0.0704383351127583, -0.04786543644422931, 0.06243970637504284, -0.03551826674476888, 0.0175381830709863, 0.07559558506119535, -0.00675333791288725, -0.0009509971303867659, -0.06966142221695101, -0.17282436302175302, -0.005005350671652577, -0.0396376506467514, 0.1139229449354543, 0.0571912892821613, 0.1545626922742635, 0.05345542827854465, 0.0350576574151121, 0.06991022730552966], [-0.04528555972700274, 0.14826571245269093, 0.00411763248860093, 0.0596589939623353, 0.14386346350419832, 0.15432879220741663, 0.037266891910237895, 0.0852058860373783, -0.07728856907615193, 0.10113496563455723, 0.046428542293537635, 0.03548583512940833, -0.020449747264421204, 0.03135650751371819, 0.07672948984332886, 0.11327194455964804, 0.045254569823336616, 0.09036584854843085, -0.04855511652063932, 0.2341325804223301, -0.10949629334756267, 0.018717559570136478, -0.11363125024927256, 0.13091643230268654, -0.011996185828900052, 0.09984731124432183, 0.08175559331746135, -0.14277276774721556, -0.0691919920637454, 0.10732174046438098, -0.07938819265187083, 0.04197646111220638, -0.04048042361236821, -0.1034949990164392, -0.046840627157633145, 0.14268883940934043, 0.047917254798130714, -0.0591005960940615, 0.05859077557418023, -0.0347939036033415, 0.13022893085787834, 0.08245679713737447, 0.04276732894045088, -0.05800455000033852, 0.1418133526330356, 0.0009652569874740169, 0.02017387657413927, -0.013158656395995652, 0.04187685899542424], [-0.14074524546901862, -0.015977721376903092, -0.12398693670409658, -0.13220393445834266, 0.12743749103575852, 0.05408615388106323, -0.0874242423703443, -0.024150011776304384, -0.06461582678769093, 0.0009825363821248517, -0.08470087317436896, 0.03803971753877591, -0.038701303990641624, -0.003917083297012747, -0.02520387526001671, -0.014025587428217162, 0.0019208371116564565, 0.08376725269556799, -0.11999013975686079, -0.06692788043969816, 0.09416494414014401, -0.07216311679133333, -0.016167628201649516, -0.1442131032643297, -0.2624071982406869, 0.13882588416793534, 0.12240596169385506, 0.1201173485309559, -0.11981366455453386, -0.14722467985626997, 0.13217393447493772, 0.012402997775960253, -0.02766086504220562, 0.027569772546061064, 0.10400631813872899, 0.10506780023583868, -0.11779888063142044, -0.08703981050029454, 0.11536493314696003, -0.10480642648762285, -0.023425636662859524, -0.12211709790334455, -0.050221289690478316, -0.2594634495075276, 0.062181766975482236, 0.1358963656192311, 0.04049319459497693, 0.04666530031576023, -0.033641184362854695]], "b": [-0.1980839738914931, -0.15309632648794513, -0.09085544378586732, -0.1522077226965446, -0.0058624875872920045, -0.22593000147741327, 0.19955195384611701, 0.08083476762004141, -0.08590220133389145, -0.045715038397116756, -0.04332849552720498, 0.05573733363693017, -0.15039753040506065, 0.03209542452914314, -0.12623467765995616, -0.11774367379661815]}, {"W": [[0.0008300691804365642, 0.2106054084979299, -0.20953907336973027, 0.2582051177537774, 0.06457322889846989, 0.06273908937357323, 0.1337508839556889, 0.03939986914749556, 0.19600124114761927, 0.195619303745369, -0.12774969823883514, 0.07731436041433427, -0.16579522465960422, 0.21353154783657974, -0.08931621758110309, -0.018022823207183344], [0.16409702467294834, -0.07160666118044921, -0.04065337479297711, 0.026826723434791713, 0.037904575992885964, -0.10972558059540467, -0.01766612962145979, -0.3028016563512031, -0.03282388570216195, -0.06637717546242915, 0.17908268247403408, -0.214952108127099, 0.22262177781872233, 0.11442701105757858, 0.078129352487276, -0.14617775966713495], [0.07468787149673939, -0.22857972074802946, 0.2218217592156231, -0.003457385897696938, 0.09475411147057924, -0.1365553437846057, -0.054253997624072355, -0.16867103852874, -0.03865648880505645, 0.00044110363568884703, -0.13118209282024496, -0.1194936812343616, 0.07900634667598104, -0.05466165223748135, -0.010030114677256154, 0.0223586217783975], [-0.09646978575027024, -0.02614654251618021, -0.09282271015537716, 0.16275260122213772, -0.11692312842163209, -0.07245190808762475, -0.038441975905297215, 0.10870799864232641, 0.15821720328619449, 0.27871318526149175, -0.21407983999342786, 0.10422957111693179, 0.12543770531569767, 0.014217738248631383, 0.00448264239728037, 0.2527549209044555], [-0.07409708922399169, -0.07072669996675839, 0.04122247517628821, 0.33246437900218684, -0.22727694734054626, 0.1373662686007651, 0.24318248971718537, -0.0544852611056203, -0.11575209881736934, -0.14010651122413348, -0.07586834506354509, -0.23224272756284198, 0.2318127009905817, 0.33150975581979936, -0.23772280021343567, -0.06010652238975263], [0.12381449206689032, 0.1807273785060355, -0.19541801710139806, -0.055772054584338204, 0.18581699977696947, 0.042740163894816684, -0.13962507645979494, 0.11826480036048238, 0.09513108166063494, -0.11222727157915466, 0.008637449838369796, -0.10729389576212758, -0.10932624703378932, 0.120692068046923, 0.20439060466987985, -0.05771979577979766], [-0.25462218982095064, 0.15306601270695108, 0.18491467456038888, -0.21788742769296732, -0.006665001476882587, 0.10330080783599846, 0.018179031486760325, -0.20224311531496264, -0.006695846382505753, -0.25187733881422836, 0.1637652521775543, -0.025986402069573727, -0.1137693462245742, 0.15275466176463603, 0.14472126108941125, -0.006027808752541004], [0.004603894386455865, -0.11805375321267156, 0.10831803153337662, 0.27003505154648266, 0.20532867874854427, 0.12010154185633141, -0.14696486729013045, -0.03612042894484896, -0.18024671401895384, -0.2665843989375897, -0.10487797298731527, -0.06976333166498448, -0.06322717132636535, -0.09363167607807757, -0.1938577425388767, -0.02942135722416074]], "b": [7.941537864251252e-05, -0.1858722801757235, 0.22446765986652203, -0.14330332263118511, -0.23245069171992705, -0.26058141612703833, -0.016061111144692233, 0.29547675687112224]}, {"W": [[0.02236449461118222, -0.2742357062292749, -0.08002722694426234, -0.037694596136669305, 0.0451472782405844, 0.2633496728612476, -0.04330690013161198, 0.1555153490732072]], "b": [-0.2728448886843745]}], "training": {"phase1": {"device": "mps", "arch": [49, 16, 8, 1], "epochs_run": 27, "best_val_mse": 0.2459409385919571, "train_bars": 17163, "val_bars": 890, "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/COINBASE_BTCUSD-4H.csv", "data_sha256": "59de4ddbce4ac0b4afd6b249c418b51485426670bfc912548f2daf50e2bf52cb", "train_window": ["2017-01-01", "2026-02-28"], "seed": 202, "created": "2026-06-18T18:20:51+00:00", "phase2": {"es_popsize": 32, "es_sigma": 0.05, "es_generations": 300, "l2_anchor": 0.01, "es_workers": 8, "fold_objective": "robust", "best_fitness": 1.1603618687842177, "fold_calmars": [0.0, 0.0, 0.48957838311649127, 0.0, 0.0, 0.0], "fold_mean_calmar": 0.08159639718608187, "fold_min_calmar": 0.0, "robust_diagnostics": {"valid_folds": 1, "drawdown_penalty": 0.05527812097741792, "pnl_dd_penalty": 0.8333333333333334, "trade_penalty": 0.7222222222222223, "negative_fold_penalty": 0.8333333333333334, "fragility_penalty": 0.076, "fragile_0_05": 0, "fragile_1_0": 38, "trade_target": 15, "base_fold_score": 0.05711747803025731}}, "recommended_thresholds": {"i_long_entry_activation_threshold": -5.311661964269012, "i_long_exit_activation_threshold": 24.696482468243158, "i_long_exit_activation_confirmation_threshold": -36.560653355009514, "i_trailing_stop_threshold": 0.0, "i_use_long_exit_confirmation": 1.0, "i_use_long_entry_confirmation": false}}}