{"blocked":null,"replica_only":true,"gates":{"setup":{"pass":false,"step":"SETUP (Linux)","error":"scratch/setup.sh: line 6: .../scratch/bin/uv: cannot execute binary file (exit 126); machine is darwin arm64, the x86_64 Linux uv and the manylinux x86_64 amm_sim_rs wheel cannot run here (wheel download sha256 check passed). Took the replica-only branch: aarch64-apple-darwin uv, uv venv --python 3.12 scratch/venv, numpy 2.5.4, numba 0.68.1, cma 4.5.0."},"A":{"pass":null,"status":"not run: replica-only branch (no EVM/solc/pyrevm on this machine)","stress":null},"B":{"pass":true,"seeds":[8588000,8589023],"paired_start_minus_IB":{"n":1024,"mean_diff":0.7691141764845775,"se":0.026911934733933305,"retail_edge_delta":-0.2092390879592651,"arb_edge_delta":0.9783532644438453,"worst5":[[8588660,-3.0644239357997094],[8588123,-1.7748967207621718],[8588446,-1.7725310028808963],[8588210,-1.7673716453307406],[8588602,-1.7113218348544024]]},"real_reference":0.819,"abs_error":0.04988582351542248,"threshold":0.15,"start_mean":524.0896198824744,"ib_mean":523.32050570599,"note":"START via its own port (frozen params), IB via its own port with its frozen 178 head weights; replica e8a7a2af market loop unchanged."},"C":{"pass":null,"status":"not run: replica-only branch, no freeze to Solidity"}},"speed":{"markets_per_s":1265.9280593690885,"ib_markets_per_s":1701.8391874537638,"procs":10,"scope":"1024 START replica markets x 10000 steps on the warmed 10-process fork search pool (Apple arm64, 10 cpus), numba compile excluded","M_rule":"S >= 300 so M = 512, stop 30 min before end"},"search":{"generations":529,"minutes":70.42,"M":512,"method":"pycma CMA-ES over 219 z (178 head weights + 41 constants), z=0 at START; weight = start + 0.05*rms(block)*z, blocks W1/b1/W2/b2 (weights rounded 1e-6); constant = start*2^(0.03 z); ELAPSED_CAP, DIR_IMPACT_MULT, STEP_COUNT_CAP, ANCHOR_COUNT_CAP rounded to integers","es_seed":20261412,"population":16,"sigma0":0.3,"sigma_cap":"0.3*0.5^(search_minutes/90) applied before each ask","fitness":"mean replica edge on the generation's 512 common fresh markets","train_seeds":[1330000000,1330270847],"next_train_seed":1330270848,"monitor_seeds":[30000000,30002047],"monitor_every_minutes":5,"monitor_start_mean":529.0170270294338,"block_scales_0.05rms":{"W1":0.07573010351673065,"b1":0.10209537524419415,"W2":0.08160589035282338,"b2":0.11847509728924577},"curve":{"monitor_columns":["gen","minutes","monitor_gain_vs_start","monitor_se","best_monitor_so_far"],"monitor":[[38,5.081,-0.025752597165209112,0.0081066578838553,0.0],[76,10.157,-0.05157852974201335,0.00881722390686968,0.0],[114,15.219,-0.020473785237340086,0.008115683745926364,0.0],[152,20.275,-0.05263050915192241,0.008368438347299433,0.0],[190,25.323,-0.023342180704143206,0.008480785626106938,0.0],[228,30.341,-0.008796770944876409,0.007810314086833149,0.0],[266,35.367,-0.03986279713318411,0.008622854908529537,0.0],[304,40.5,-0.016152491931871266,0.008802758014860456,0.0],[342,45.56,-0.02095080454813833,0.008057157287850888,0.0],[380,50.614,-0.008870658425115113,0.009224020356473477,0.0],[418,55.621,-0.012095706937454764,0.008876476876785094,0.0],[456,60.718,-0.03187253867964249,0.009459450027028467,0.0],[494,65.752,-0.015697833114032,0.009210673129121185,0.0],[529,70.421,-0.022370834466385214,0.008932071070753729,0.0]],"train_columns":["gen","train_mean_edge","train_best_edge","sigma"],"train_every_10":[[10,530.6612,530.8804,0.25851],[20,526.6594,526.9464,0.24257],[30,532.7817,532.9357,0.23409],[40,518.7152,518.8864,0.22738],[50,528.8913,529.0141,0.22375],[60,524.1742,524.3528,0.22113],[70,534.3316,534.4563,0.218],[80,531.0527,531.1432,0.21449],[90,528.7193,528.8678,0.21015],[100,527.554,527.7244,0.20592],[110,530.3504,532.3263,0.20208],[120,519.6657,519.8782,0.19851],[130,520.8753,521.0011,0.19652],[140,514.6064,524.7014,0.19468],[150,542.2353,542.3717,0.1924],[160,527.0162,527.1391,0.18896],[170,522.8134,527.852,0.18626],[180,524.4833,524.6111,0.18575],[190,528.8642,528.9741,0.18608],[200,530.4661,530.5987,0.1875],[210,529.8248,529.8866,0.19002],[220,530.9603,531.0766,0.19238],[230,528.6604,528.7752,0.19187],[240,524.6951,524.7649,0.18884],[250,530.4716,530.601,0.18465],[260,531.4299,531.5012,0.18017],[270,529.3225,530.6341,0.1782],[280,521.804,521.8879,0.17731],[290,524.2838,524.3491,0.17444],[300,525.1469,528.868,0.17177],[310,531.2345,531.3358,0.16951],[320,535.445,535.5328,0.16659],[330,527.7398,533.1665,0.16369],[340,524.3809,524.4506,0.16166],[350,527.1171,527.2021,0.16079],[360,518.1208,528.454,0.15997],[370,522.8232,522.8912,0.15948],[380,526.5306,526.5875,0.15883],[390,527.65,527.7387,0.15854],[400,536.6225,536.6939,0.16052],[410,525.0322,525.0931,0.15918],[420,522.1343,528.724,0.15679],[430,523.8469,523.8918,0.15678],[440,526.0452,526.1294,0.15832],[450,525.1471,525.2274,0.16115],[460,526.8678,526.9378,0.16265],[470,524.9942,525.1041,0.16144],[480,529.0775,529.1482,0.15898],[490,529.2929,529.3619,0.15714],[500,529.1214,529.1728,0.15614],[510,526.1425,531.0503,0.15446],[520,525.8048,525.8417,0.15231],[529,523.2497,528.9738,0.1496]]},"best":{"source":"START (no ES-mean monitor point beat START)","gain_vs_start":0.0,"gen":0},"restart":{"es_mean_z":[1.212067,1.422933,1.031793,-0.253504,1.701254,-1.3296,-0.952625,1.624975,0.779076,-1.86774,-0.539712,2.753354,0.252967,0.717072,1.88015,0.994407,-2.046451,0.852671,-0.76799,0.108424,-0.231596,2.150017,-2.805078,1.915037,-1.456598,1.531267,-0.145264,0.215515,-1.691399,-0.509545,-1.967946,2.52737,-0.392126,0.566245,-1.58495,0.249214,0.229791,1.222024,-2.95647,-0.194567,4.111156,2.718305,-2.754376,-0.254072,-0.843216,1.973896,1.34089,1.255426,1.571556,-1.300927,2.628996,0.866886,-1.206978,-2.307797,-1.700032,-0.576536,-1.049482,0.106602,2.854523,-0.547932,0.656976,0.961881,-0.429952,-2.185388,1.806951,-1.983049,1.648364,0.111005,-0.169803,-3.240908,0.146064,0.05608,2.3836,1.320672,0.263395,2.160301,0.974587,-1.178116,1.229821,0.366335,0.551506,-0.945406,-0.392315,-1.31279,0.63614,0.82194,-0.005204,4.07443,0.163318,0.856386,0.439514,1.50038,2.991256,-0.06879,0.406402,3.56733,1.867555,0.809153,-0.81957,-1.196251,-0.329818,0.014581,-4.49688,4.081132,-4.531817,-1.314196,-1.919521,0.233478,-1.685383,-3.737092,-0.681827,0.637309,0.784985,1.598916,-0.709977,-4.626963,-1.849086,-3.256057,-1.156444,1.462001,-3.186296,-2.050197,-0.930752,1.01203,1.129021,1.951148,0.665265,-1.757901,-1.129213,0.847945,-0.399987,3.051362,0.315905,-2.055176,3.160366,1.813928,-0.523358,3.041236,-3.163616,1.890258,-0.371404,-1.468314,0.088447,1.18824,0.881955,-0.04078,-2.438651,1.173705,-0.11354,-1.9142,1.787108,0.642237,1.460844,0.029714,2.664125,-3.140566,-1.611313,-2.160836,-1.325473,1.350504,-1.901904,-1.906705,-0.659679,-2.420629,-1.326653,1.209681,2.987524,1.236133,-2.080543,-0.506364,-2.379225,-0.338314,3.411368,3.24686,0.08107,-0.499838,3.221848,2.359726,0.477167,-2.39765,0.642379,0.152969,0.203259,1.827752,-0.849793,0.14607,0.975908,-1.099779,-0.041749,-0.185722,-0.847616,-1.593747,2.375849,0.058417,0.024403,0.246605,-0.358412,2.062849,-2.025682,-1.575954,-0.033991,-1.751462,0.396569,-2.168481,1.734007,-1.147917,1.650758,1.563405,-1.492012,0.09344,0.991052,-0.158764,-0.556752,-1.946162,1.958489,0.902782,0.326336,0.211373,-1.024275],"es_sigma":0.14960245429832852,"last_gen":529,"next_train_seed":1330270848,"note":"ES mean at stop scored -0.0224 (se 0.0089) vs START on the monitor; restart from params (= START) is advised, the ES state is provided for completeness"},"outcome":"Nothing beat START: all 14 ES-mean monitor scores (13 every ~5 min plus one at stop) were below START (range -0.0526 to -0.0088, se 0.0078-0.0095). Returned params are START's unchanged."},"params":{"W1":[[-0.122003,0.731454,-0.465368,2.998833,-2.325042,0.583646,-1.465719,2.330367,-5.296259,-1.804534,-0.852343,-0.171263,0.445759,-2.173843,-0.471323,-0.232548,-1.223397,-0.141278,1.469197],[0.723577,0.803271,2.012153,2.714905,-0.15748,-0.282939,-0.464975,0.413107,-0.374623,0.209898,-0.085672,-1.819724,0.155218,-0.150565,-0.090415,1.03029,0.352852,0.060971,1.075809],[1.136941,3.756676,-1.203927,0.753486,0.931579,2.18083,-1.749807,1.029621,1.28779,-0.682605,0.429824,-0.075276,-0.430937,0.395573,0.304551,1.171626,-2.518045,-0.429065,-2.231623],[0.38127,-1.388284,1.016535,-0.407249,-1.012472,-0.390365,0.096328,0.065385,0.788451,0.171605,0.180177,-1.77325,-0.281683,0.176087,0.248675,-1.12143,1.042201,-0.458772,-0.871662],[1.327491,0.535888,4.87539,0.001265,-1.974526,-1.26398,-1.11645,-0.628563,-0.409856,0.563594,0.003287,-2.352466,-0.044409,-1.113051,0.319107,-0.710736,2.261434,-0.084005,0.495262],[1.286688,-1.941086,0.444896,-1.373127,3.641454,1.422972,3.746961,0.525433,-0.534447,0.051663,0.011805,3.715596,0.577559,-1.171091,0.156784,0.495838,-1.786088,-0.276209,-1.605988],[-1.091095,1.136029,-0.019796,-0.728152,2.535019,0.747419,-1.205788,2.259411,1.227282,-1.521974,1.247646,1.17961,1.415836,-1.102357,-1.135424,-1.465166,0.961808,-0.916514,2.464189],[-2.543156,-2.722593,3.353545,3.590386,-0.223427,-0.855418,-1.730654,2.482834,0.435976,-0.90223,2.473317,-2.129974,1.382278,0.140581,0.699543,0.93941,-0.394647,-1.848609,1.259045]],"b1":[1.919914,-1.602846,-4.340146,-0.866279,-1.483061,-2.196219,-0.574283,0.399937],"W2":[[0.185543,-2.066947,0.949148,-0.630713,-3.080369,-0.74658,-0.935833,0.951334],[0.412422,-2.048122,-1.701156,3.503979,0.290637,-2.178203,0.888547,-0.182852]],"b2":[1.499011,2.997006],"constants":{"ELAPSED_CAP":7,"SIGNAL_THRESHOLD":0.001171470033649966,"DIR_DECAY":0.7335249441444244,"ACT_DECAY":0.3765498595421264,"SIZE_DECAY":0.48738084586012276,"TOX_DECAY":0.9286329950353552,"SIGMA_DECAY":0.7327584924491856,"LAMBDA_DECAY":0.9918504260432562,"SIZE_BLEND_DECAY":0.8397180057889105,"TOX_BLEND_DECAY":0.2359008403605123,"ACT_BLEND_DECAY":0.987140557453247,"PHAT_ALPHA":0.24980215859066515,"PHAT_ALPHA_RETAIL":0.05426450370635507,"PHAT_ALPHA_SAME":0.14768044281339848,"DIR_IMPACT_MULT":4,"GATE_SIGMA_MULT":6.7367233899854675,"MIN_GATE":0.03055236895744703,"TRADE_TOX_BOOST":0.3050034835515307,"STALE_ATTRACT_FRAC":0.6899010688573033,"RET_CAP":0.02307934747517747,"TOX_CAP":0.20799000239681092,"TRADE_RATIO_CAP":0.18401740086912755,"LAMBDA_CAP":1.1767903030740083,"STEP_COUNT_CAP":64,"BASE_FEE":0.000394715277459523,"SIGMA_COEF":0.20585950793588467,"LAMBDA_COEF":0.00127231278988692,"FLOW_SIZE_COEF":0.5039180701096855,"TOX_COEF":0.030557276512942967,"TOX_QUAD_COEF":1.5845537652051427,"ACT_COEF":8.530156956319056,"DIR_COEF":0.001787397826556854,"DIR_TOX_COEF":0.007644979769584344,"STALE_DIR_COEF":0.7509802734859878,"SIGMA_TOX_COEF":0.06014956771610196,"TAIL_KNEE":0.05332132369252848,"TAIL_SLOPE_PROTECT":0.8584369839037304,"TAIL_SLOPE_ATTRACT":0.8500966921207127,"ANCHOR_COUNT_CAP":715,"ANCHOR_LINEAR_K":0.6779948673968177,"ANCHOR_QUADRATIC_K":1.1108717241619794},"scaling":{"feature_order":["sigmaHat","lambdaHat","sizeHat","toxEma","actEma","direction","(spot-staleHat)/staleHat","signed_trade_ratio","arb_probability","first_in_step","uncertainty","min(silent,8)/8","anchor_mean","raw_size","step_trade_count","prev_bid_fee","prev_ask_fee","steps_since_arb_like_print","router_implied_vanilla_spot_dev"],"feature_multipliers":[1000.0,2.0,500.0,500.0,500.0,1.0,500.0,500.0,2.0,2.0,1000000.0,1.0,500.0,647.054817,1.395287,220.617911,228.148131,0.412565,274.335453],"feature_offsets":[-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0,0.0,-1.0,-1.0,-1.0,0.0,-1.0,-0.618293,-2.037262,-0.803057,-0.808615,-0.823811,0.001772],"weight_fixed_point_scale":1000000,"input_clip":[-4,4],"hidden_relu_clip":[0,4],"output_unit_fee":0.0001,"note":"unchanged from CG"}},"code_zb64":null,"code_sha256":null,"code_note":"Not frozen (replica-only branch). Trained point = START, so START's Solidity (sha256 cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9, in the START artifact) already encodes these params; it still carries the Gate A panic 0x12 reported by T03.","port_zb64":"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","port_sha256":"732c0fb615480020795039a111e4a49a46f851e6f29720b092665b247d79006b","holdout":{"seeds":[41050000,41058191],"evaluated_once":true,"frozen_vs_start":{"n":8192,"mean_diff":0.0,"se":0.0,"retail_edge_delta":0.0,"arb_edge_delta":0.0,"worst5":[[41050000,0.0],[41055469,0.0],[41055468,0.0],[41055467,0.0],[41055466,0.0]]},"frozen_vs_IB":{"n":8192,"mean_diff":0.7710940746527174,"se":0.009795659119188716,"retail_edge_delta":-0.2282346739336575,"arb_edge_delta":0.9993287485863753,"worst5":[[41050948,-9.93733645534087],[41051377,-4.21652324674119],[41054184,-3.772323877558506],[41053813,-3.6842604911227],[41058080,-3.237088198588822]]},"start_vs_IB":{"n":8192,"mean_diff":0.7710940746527174,"se":0.009795659119188716,"retail_edge_delta":-0.2282346739336575,"arb_edge_delta":0.9993287485863753,"worst5":[[41050948,-9.93733645534087],[41051377,-4.21652324674119],[41054184,-3.772323877558506],[41053813,-3.6842604911227],[41058080,-3.237088198588822]]},"means":{"frozen":530.3089638869519,"start":530.3089638869519,"IB":529.5378698122992},"frozen_identical_to_start":true,"note":"replica holdout; frozen = START so frozen_vs_start is exactly 0"},"real":{"frozen_vs_start":null,"frozen_vs_IB":null,"start_vs_IB":null,"status":"not run: replica-only branch (amm_sim_rs wheel is manylinux x86_64)"},"gas":{"afterSwap_peak":null,"oog":null,"status":"not measured: replica-only branch"},"valid":null,"valid_note":"Unknown: no EVM run on this machine. START inherits T03's Gate A finding (afterSwap panic 0x12 at an out-of-range synthetic sequence).","notes":["Linux SETUP failed on this darwin arm64 machine (exit 126, x86_64 uv not executable); per the item brief the replica-only branch was taken: CMA search on the replica from START's port and frozen params for the full time, no Solidity freeze, no real engine.","All downloaded artifacts matched their content IDs (START 3d001532..., IB afd5183e..., KIT-B 48cd6a10..., replica e8a7a2af..., port ebbd90c6...); decoded START code/port and IB code/port sha256 matched the artifact fields; replica_source sha256 = 1e4c44b4....","Replica: the e8a7a2af market loop (run_market/_route/_arbitrage/_execute and market_config) with the STRATEGY block replaced by each port unchanged; numba cache disabled.","Gate B reproduced T03's own replica figure (+0.7692 vs our +0.7691 on the same seeds), error 0.050 vs real +0.819.","Search: 529 generations, 70.4 search minutes, 270,848 training markets on fresh seeds 1330000000..1330270847, never reused. No ES-mean monitor point beat START; returned params are START's, unchanged.","Holdout (once, 8192 seeds 41050000..41058191): START minus IB +0.7711 (se 0.0098) on the replica; frozen == START.","Gates A and C, real-engine runs and gas were not run (replica-only); null fields are unmeasured, not zero."]}