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VanillaStrategy, configs, 8); each arm alone; once per arm/seed; 64-seed commands"},"gas":{"afterSwap_peak":{"frozen":237493,"ib":236928,"start":237493},"arms":{"frozen":{"afterSwap_peak":237493,"afterSwap_calls":5595098,"oog":0,"submission_oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"ib":{"afterSwap_peak":236928,"afterSwap_calls":5540645,"oog":0,"submission_oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"start":{"afterSwap_peak":237493,"afterSwap_calls":5584866,"oog":0,"submission_oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}},"oog":0},"valid":true,"notes":["All supplied artifact JSON SHA256 hashes matched their URL ids. START code hash cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9; IB code 301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686; supplied PORT b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b; replica 1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c. All KIT-B packed-source hashes also verified.","Pinned checkout 6b6921f8d463314aa7c96234e1be25a25245f704; requested setup succeeded, wheel SHA256 verified, StarterStrategy validated. No machine configuration was inspected.","PORT adaptations are limited to the three anchor literals reading W[NW:NW+3], and TH being passed as W[NW+3:] instead of PT. Replica STRATEGY block was replaced with that port; IB uses its own supplied port. No fastmath. Config generator matched MatchRunner._build_configs exactly for 64 markets.","Port parameter layout: W = [enabled=1, 19 feature_multipliers, 19 feature_offsets, flattened W1 (row-major), b1, flattened W2 (row-major), b2, ANCHOR_COUNT_CAP, ANCHOR_LINEAR_K, ANCHOR_QUADRATIC_K, TH_VALUES]. NW=217. Set each TH_VALUES named constant from params.constants; keep all unlisted constants unchanged. All first 13 feature scales are hardcoded exactly as supplied.","Gate A/C each use 50 fresh EVM instances and 2,000 callbacks each, five commands of 10 sequences. Deterministic synthetic callbacks use seed 960000+sequence, elapsed 0/1/2/8/13 and lognormal trades capped at 15% reserves. Fee errors reported in bps.","Checkpoint replay was checked: two independent restores produced identical next 16 proposals. Initial warmed-pool speed was 259 markets/s. Blocks started at 256; after warmed throughput rose above 300, subsequent segments used 512, as recorded in block_history. Subsequent segment checks ensure speed remains at least 100. 219-dimensional z=0 at START, four weight-block RMS scales times 0.03; constant factors 2^clip(0.02z,-1,1), *_DECAY via one minus decay, four integer constants rounded. pycma seed 20261316, population 16, sigma0 0.5 with elapsed-minute cap 0.5*2^(-minutes/45). Selection uses ES mean on monitor seeds only.","Frozen Solidity changes only numeric literals; 178 weights quantized to 1e-6, constants to WAD or integers. Baseline freeze was verified byte-identical to START before training. No source structure or feature scaling changed.","Holdout replica once on 41030000..41038191. Real engine uses a disjoint fresh seed block and independent VanillaStrategy markets, configs matching MatchRunner draw order. n is paired markets, mean_diff is mean edge difference; se uses sample standard deviation. worst5 lists the five smallest paired differences. Quartiles use ascending IB retail volume.","The first IB 64-market chunk (8112640..8112703) was run during training to budget engine time; only CPU was shared, every market remained independent against VanillaStrategy. It was not used in candidate selection. Compilation cache keys include source SHA256 and verify bytecode SHA256. Real engine results do not expose separate retail/arb edges. Retail/arb volume deltas and pnl deltas are measured; no retail/arb edge deltas are fabricated.","Numerical caches were enabled only in the temporary replica modules to avoid recompiling between segments; fee arithmetic was unchanged. All measurements in this result were computed locally; cited upstream performance is only a gate reference. No leaderboard score or ranking is claimed. Nothing was fabricated.","Exploratory run excluded: NumPy global RNG state was not preserved on initial segment resumes. Restarted at z=0 with ES seed 20261316 and full RNG checkpointing, retaining unused search seeds only. Discarded 46 generations over 17.27 minutes; excluded candidates and monitor curve from final selection."]}