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","code_sha256":"ec2aba8a07d4b12d0170047489ce72ed4fedd96e78f72b3d311eec6adae45557","params":{"hidden_units":8,"input_count":19,"layout":"flat 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uses the supplied IB port as the strategy block and supplied scalar market model.","Monitor seeds are reused for selection; the 8192-market holdout is used once.","Real engine exposes retail and arb volume, not separate retail and arb edge; replica holdout includes edge components.","Gas is aggregated from amm_sim_rs.gas_stats() after each 64-market chunk."]}