malkhut(e2e): memory-efficient + crash-safe 3h run
Rolling stats (no episode accumulation), CMA-ES every 10 cycles (3 evals), gc.collect() after CMA, global try/except for crash safety. 100-opponent swarm, 9 assets, 270 scenarios.
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@@ -385,19 +385,22 @@ def main():
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import traceback
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traceback.print_exc()
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# Phase 2: CMA-ES every 5 cycles
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if cycle % 5 == 0 and remaining > 600 and recent_episodes >= 20:
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# Phase 2: CMA-ES every 10 cycles (memory-heavy — keep infrequent)
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if cycle % 10 == 0 and remaining > 600 and recent_episodes >= 20:
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phase = f"CYCLE {cycle} — CMA-ES"
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cma_scenarios = rng.sample(all_scenarios, min(5, len(all_scenarios)))
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cma_scenarios = rng.sample(all_scenarios, min(3, len(all_scenarios)))
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try:
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best = run_cma_cycle(
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cwm_factory, cma_scenarios, params, codec, pool,
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n_evals=3,
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n_evals=2,
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seed=SEED + cycle * 100,
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)
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cma_bests.append(best)
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if best.score > params.w_expected_pnl * 10:
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params = best.params
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# Explicitly free CMA-ES state
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del best
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import gc; gc.collect()
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except Exception as e:
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print(f" CMA-ES error (cycle {cycle}): {e}", flush=True)
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@@ -496,4 +499,10 @@ def _baseline():
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if __name__ == "__main__":
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try:
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main()
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except Exception as e:
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import traceback
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print(f"\nFATAL ERROR: {e}")
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traceback.print_exc()
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sys.exit(1)
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