{"item":"k30","hashes":{"checkout":"6b6921f8d463314aa7c96234e1be25a25245f704","wheel":"aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a","CG_code":"e1ea8fcb105e00754d17061efbe4b299a634b0fcc1b5c293d65b631654b7204b","CG_port":"b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b","IB_code":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686","HA_code":"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe","kit_params":"3cd7f8ba0317531606be03b8d9367602a4341648b0e9de1a42e6e0ccd650994a","kit_files":{"sim":"d003c663b94968b58aaefb65fef8e910638ee1664e19f96c809b45e499910638","port":"9aa80ce98b31cb18b14192a87a9b6d133e4c9c2d7adc4a51a5f170be95d92fef","harness":"24169a30bddafe5f82fa6873adcd7d6c15892f883d1af25eebaa9b5f623606bc","differential_test":"32345abab9b1ea77ebe084b02e1c4b7bb692b5202af7c62572e36f96d3e2cb5b","tests":"2ff44560ef5b8ee5d5e1c32daf4e2c63b05fb858b9a4646640884fc66ca22bcd","code":"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe","t_code":"ebd9de9bf6af6e55d5e308fd15dbb88edec11fd684891d02a30aec185acd19b3"},"verified_upstream":{"t":{"url":"https://api.imd.fun/artifacts/6ac5e013b7b1fb4c5e7bdcdfec0aba28b16824e18ccf39500f258533879faffe","json_sha256":"6ac5e013b7b1fb4c5e7bdcdfec0aba28b16824e18ccf39500f258533879faffe","source_sha256":"ebd9de9bf6af6e55d5e308fd15dbb88edec11fd684891d02a30aec185acd19b3","source_field":"code"},"replica":{"url":"https://api.imd.fun/artifacts/e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea","json_sha256":"e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea","source_sha256":"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c","source_field":"replica_source"},"port":{"url":"https://api.imd.fun/artifacts/d845a4b94eab87f23956fd1939c0135d955df212d1f3037f2a761c178cef7a0e","json_sha256":"d845a4b94eab87f23956fd1939c0135d955df212d1f3037f2a761c178cef7a0e","source_sha256":"9eac3553357528b06eeae3ed8d18283d83401e1968145ceba16be356a147e271","source_field":"port_source"},"RS2_contract":{"source_from":"port artifact contract_source_zlib_base64","source_sha256":"f24b6ca198b744c380842c3a17964a6dc21f311bb04984b26733afa3fee8eaf2"}}},"speed":{"n":128,"seconds":4.575393961975351,"markets_per_second":27.975733032776507,"warmup_seconds":74.76744473283179},"gates":{"A":{"sequences":50,"swap_callbacks":100000,"initialization_callbacks":50,"max_abs_fee_difference_bps":8.814065310946972e-05,"share_above_0_01_bps":0.0,"passed":true},"B":{"n":512,"mean_diff":1.920372244773669,"se":0.04445924198500627,"worst5":[[7232891,-3.049476778511462],[7232972,-1.5349029608594265],[7232818,-1.2441312059794427],[7233140,-1.043859456960604],[7232842,-0.6690038527066235]],"retail_delta":4.78667942995755,"arb_delta":-2.866307185183879,"passed":true},"C":{"sequences":50,"swap_callbacks":100000,"initialization_callbacks":50,"max_abs_fee_difference_bps":8.814065310946972e-05,"share_above_0_01_bps":0.0,"passed":true,"reason":"Frozen candidate equals original CG byte for byte; same frozen port and W."}},"search":{"minutes":0,"generations":0,"settings":{"branch":"speed below 200 markets/s: no search; CG, IB, HA each 1024 real seeds","requested_sigma0":0.13,"requested_ES_seed":630,"requested_popsize":32},"final_sigma":null},"curve":[],"holdout":{"n":8192,"seeds":[40000000,40008191],"over_T":1.9519172921936434,"over_CG":0.0,"over_IB":0.1829172921936435,"se":0.011938004553452971,"over_CG_se":0.0},"real":{"seeds":[8116000,8117023],"vs_IB":{"n":1024,"mean_diff":0.16747051074444108,"se":0.021113026023401035,"sum":171.48980300230767,"sumsq":495.67612599777675,"worst5":[[8116255,-4.365757527082451],[8116731,-3.49298352671849],[8116725,-3.3410948949367594],[8116723,-3.078142030219283],[8116338,-2.3522080049539227]],"retail_delta":-0.27069997914142907,"arb_delta":0.43817048988587026},"vs_CG":{"n":1024,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[[8116000,0.0],[8116001,0.0],[8116002,0.0],[8116003,0.0],[8116004,0.0]],"retail_delta":0.0,"arb_delta":0.0},"vs_HA":{"n":1024,"mean_diff":0.8292904889753409,"se":0.021262464583814946,"sum":849.193460710749,"sumsq":1177.8183582587274,"worst5":[[8116723,-2.480095935858685],[8116223,-2.0032642047909235],[8116012,-1.254196826889256],[8116419,-1.1508549796157013],[8116605,-1.117896329133373]],"retail_delta":0.7218088217599152,"arb_delta":0.10748166721542585}},"gas":{"CG":{"afterSwap_peak":237727,"afterInitialize_peak":243237,"OOG":0,"errors":0,"n":1024,"run_batch_seconds":623.242669653846,"callbacks":{"afterInitialize":{"peak":243237,"calls":1024,"OOG":0,"errors":0},"afterSwap":{"peak":237727,"calls":11043643,"OOG":0,"errors":0},"getName":{"peak":21745,"calls":1024,"OOG":0,"errors":0}}},"IB":{"afterSwap_peak":236989,"afterInitialize_peak":243227,"OOG":0,"errors":0,"n":1024,"run_batch_seconds":439.47306163143367,"callbacks":{"afterInitialize":{"peak":243227,"calls":1024,"OOG":0,"errors":0},"afterSwap":{"peak":236989,"calls":11049099,"OOG":0,"errors":0},"getName":{"peak":21735,"calls":1024,"OOG":0,"errors":0}}},"HA":{"afterSwap_peak":233608,"afterInitialize_peak":243147,"OOG":0,"errors":0,"n":1024,"run_batch_seconds":441.8691870421171,"callbacks":{"afterInitialize":{"peak":243147,"calls":1024,"OOG":0,"errors":0},"afterSwap":{"peak":233608,"calls":10895520,"OOG":0,"errors":0},"getName":{"peak":21654,"calls":1024,"OOG":0,"errors":0}}},"Candidate":{"afterSwap_peak":237727,"afterInitialize_peak":243237,"OOG":0,"errors":0,"n":1024,"run_batch_seconds":623.242669653846,"callbacks":{"afterInitialize":{"peak":243237,"calls":1024,"OOG":0,"errors":0},"afterSwap":{"peak":237727,"calls":11043643,"OOG":0,"errors":0},"getName":{"peak":21745,"calls":1024,"OOG":0,"errors":0}}}},"valid":true,"code_zb64":"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","code_sha256":"e1ea8fcb105e00754d17061efbe4b299a634b0fcc1b5c293d65b631654b7204b","params":{"W1":[[0.178829,0.381173,-0.673929,2.535991,-2.390938,-0.147668,-1.155634,2.283413,-4.202381,-1.629364,-0.932017,-0.904276,0.87827,-1.528522,0.433046,0.051806,-0.779247,-0.163126,1.078962],[0.559064,0.918786,1.553987,3.168451,0.420204,0.694838,-0.439773,-0.039236,-0.284747,0.340621,-0.171891,-1.791492,0.127473,-0.459555,-0.010602,1.820682,0.176828,0.012661,0.664516],[1.827684,3.475907,-1.08003,1.295005,1.848236,2.639381,-1.920023,1.842073,1.663576,-1.586856,0.080787,-1.128413,-0.742049,0.407887,0.064992,1.444593,-2.648004,0.012121,-1.468558],[-0.011022,-1.453244,0.053177,-0.390076,-1.279949,-0.57684,0.128734,0.571243,0.312832,0.389415,0.283669,-1.74513,-0.848326,0.131994,0.147126,-0.452858,2.049917,-0.664146,-0.715165],[0.939742,0.531938,4.693528,-0.657448,-2.341433,-1.156845,-0.420888,-0.455754,0.034023,0.044572,0.063209,-2.08046,0.118584,-0.761222,0.241699,-0.299798,2.117414,-0.078259,0.419987],[1.376487,-1.777479,1.090315,-2.17136,3.536807,1.249003,2.177941,0.900443,-1.181285,-0.497954,-0.051156,3.646749,0.533647,-0.689304,-0.299664,0.443147,-1.71513,-0.444258,-0.936767],[-2.162877,1.076193,-0.686369,-0.593114,2.557564,1.005332,-1.260877,1.963978,1.195929,-1.104501,1.454214,1.451236,1.383789,-0.106544,-1.321814,-1.338248,0.170855,-1.477329,2.244709],[-2.596221,-3.235563,3.634011,3.875281,-0.954084,-0.733815,-1.77596,1.98073,0.798024,-0.163056,2.670381,-2.046467,1.363483,-0.219077,0.635822,1.556081,-0.411006,-1.697068,1.630328]],"b1":[0.95747,-1.541352,-4.757279,-0.601356,-1.482708,-0.835788,-1.376616,0.316573],"W2":[[0.415926,-2.109809,0.296613,0.052636,-3.60384,-0.329084,-1.018915,1.046822],[0.715995,-1.535254,-1.2631,3.580288,0.185866,-1.820212,0.624001,0.104119]],"b2":[1.377757,2.042513],"scaling":{"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],"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"]}},"weights":[0.178829,0.381173,-0.673929,2.535991,-2.390938,-0.147668,-1.155634,2.283413,-4.202381,-1.629364,-0.932017,-0.904276,0.87827,-1.528522,0.433046,0.051806,-0.779247,-0.163126,1.078962,0.559064,0.918786,1.553987,3.168451,0.420204,0.694838,-0.439773,-0.039236,-0.284747,0.340621,-0.171891,-1.791492,0.127473,-0.459555,-0.010602,1.820682,0.176828,0.012661,0.664516,1.827684,3.475907,-1.08003,1.295005,1.848236,2.639381,-1.920023,1.842073,1.663576,-1.586856,0.080787,-1.128413,-0.742049,0.407887,0.064992,1.444593,-2.648004,0.012121,-1.468558,-0.011022,-1.453244,0.053177,-0.390076,-1.279949,-0.57684,0.128734,0.571243,0.312832,0.389415,0.283669,-1.74513,-0.848326,0.131994,0.147126,-0.452858,2.049917,-0.664146,-0.715165,0.939742,0.531938,4.693528,-0.657448,-2.341433,-1.156845,-0.420888,-0.455754,0.034023,0.044572,0.063209,-2.08046,0.118584,-0.761222,0.241699,-0.299798,2.117414,-0.078259,0.419987,1.376487,-1.777479,1.090315,-2.17136,3.536807,1.249003,2.177941,0.900443,-1.181285,-0.497954,-0.051156,3.646749,0.533647,-0.689304,-0.299664,0.443147,-1.71513,-0.444258,-0.936767,-2.162877,1.076193,-0.686369,-0.593114,2.557564,1.005332,-1.260877,1.963978,1.195929,-1.104501,1.454214,1.451236,1.383789,-0.106544,-1.321814,-1.338248,0.170855,-1.477329,2.244709,-2.596221,-3.235563,3.634011,3.875281,-0.954084,-0.733815,-1.77596,1.98073,0.798024,-0.163056,2.670381,-2.046467,1.363483,-0.219077,0.635822,1.556081,-0.411006,-1.697068,1.630328,0.95747,-1.541352,-4.757279,-0.601356,-1.482708,-0.835788,-1.376616,0.316573,0.415926,-2.109809,0.296613,0.052636,-3.60384,-0.329084,-1.018915,1.046822,0.715995,-1.535254,-1.2631,3.580288,0.185866,-1.820212,0.624001,0.104119,1.377757,2.042513],"notes":["No training performed: measured speed below mandatory 200 markets/s threshold. Selected frozen CG from params, never restart. No performance gain over CG is claimed.","Setup completed once; StarterStrategy validation passed. All 9 supplied kit unit tests passed. All seven kit files, CG code/port, IB code, HA code, T, upstream replica, RS2 port and RS2 contract hashes verified.","Speed uses 128 full 10000-step markets, 8 workers, warmup excluded and pool startup included. Initial benchmark overlapped other validation tasks; repeated isolated benchmark is recorded if available.","Gate B compares supplied replica CG minus T to the brief's +2.00 real reference; reference was not re-estimated on reused seeds.","Unchanged CG is both candidate and CG control: identical evaluations reused for paired identity, avoiding duplicate seeds. Each arm ran alone against 30 bps VanillaStrategy via run_batch(...,8), with per-seed MatchRunner draw order. All three arms have 1024 fresh seeds; no reduction.","Holdout evaluated once in four disjoint chunks after CG freeze; over_IB is replica over_T minus supplied fixed 1.7690 reference, not a paired IB replica measurement. holdout.se is SE of paired CG minus T.","Gate C uses the Gate A differential because frozen Solidity and port are byte-identical to the tested CG. No emitted policy or weights changed.","Worst5 entries are [seed, paired edge delta]. Gas is submission-only; Candidate reuses CG statistics. No values were fabricated; final_sigma is null because no search occurred."]}