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","port_sha256":"732c0fb615480020795039a111e4a49a46f851e6f29720b092665b247d79006b","holdout":{"frozen_vs_start":{"n":8192,"mean_diff":0.0,"se":0.0,"worst5":[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","audit_sources_sha256":"42ee57dae86135b071993ea9eac6b952001a3e1dc6cc74a18ee2437996590688"},"notes":["All performance/gas/gate values in this result are measurements from this attempt. Missing measurements are null, never copied from prior legs.","Replica and Rust use matching configuration distributions, not matching RNG paths. Paired comparisons share market seeds within each backend.","Port W layout: [1], 19 feature multipliers, 19 feature offsets, W1 row-major, b1, W2 row-major, b2, anchor count/linear/quadratic constants, then TH_VALUES with named constants replaced from params.constants. Feature scaling is fixed.","Solidity emitter changes numeric literals only; coefficients quantized to 1e-6 and constants to WAD; integer-valued constants rounded.","Gate A/B and holdout use fixed prescribed seed sets. CMA uses fresh, nonoverlapping 512-seed blocks per generation shared by its 16 candidates. Every five training minutes and once at the end the quantized ES mean is monitored; only a positive gain replaces START.","Real retail/arb deltas are EDGE deltas reconstructed from per-step reserves and fees, checked against independently reported arb_volume_y; quartiles use ascending seed order.","No monitored ES mean beat START; START is returned unchanged."]}