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from CG"}},"hashes":{"t3_artifact":"2333ecf28d4356bd232b85c1e55842e94e1ada05e1cd067830b5625dfdbc5336","cg_artifact":"ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979","replica_artifact":"e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea","ha_artifact":"2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690"},"notes":["Setup completed once at pinned commit 6b6921f8d463314aa7c96234e1be25a25245f704; wheel checksum aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a verified; starter validation passed.","All artifact JSON hashes and decoded T3 code, CG port, replica source, and HA code hashes matched the brief.","Replica speed is warmed wall-clock throughput on exactly 512 full 10000-step T3 markets, seeds 310000..310511, all available worker cores. It includes pool startup.","Used supplied CG port in replica STRATEGY block; no port reimplementation. Three anchor literals read supplied T3 constants, and wrapper reads TH from packed parameter vector; all original market functions unchanged for speed and B.","Gate A recorded first 2000 callbacks of each full replica market on seeds 310000..310049, executing supplied market functions with Numba decorators removed to record callbacks. Both EVM and compiled port then replayed identical callback inputs with independent fresh state. No synthetic stress trades.","Speed below 500 requires real-only mode: no CMA search, freeze, gate C or holdout was performed. Submitted Solidity and entire params are unchanged T3, not a newly trained policy.","Real configs use NumPy default_rng(seed) draws in exact MatchRunner._build_configs order: mean size 19..21, arrival rate 0.6..1, sigma 0.000882..0.001008; all other defaults unchanged. Both arms run separately against VanillaStrategy via amm_sim_rs.run_batch(arm,Vanilla,configs,8).","Real seeds 9080000..9081023 used exactly once per arm, chunks at most 64; each command bounded by 470 seconds. Setup, compilation and initialization checks consumed no real-market seeds.","Gas comes from amm_sim_rs.gas_stats() per isolated chunk process, summed calls and failure counters, maxima across chunks. All baseline and submission callback records included.","Retail and arb EDGE deltas are unavailable from run_batch result API; reported null rather than inferred from volumes. Retail/arb volume deltas and PnL deltas are measured and reported separately.","SE is paired sample standard deviation divided by sqrt(n), using every seed; worst5 are five smallest individual paired edge differences. No outliers excluded.","Step 3 real-only comparison is T3 minus HA on its specified single 1024-seed block; candidate-minus-T3 search-mode second block is not applicable."]}