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-**Training convergence** preserved with identical final loss
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-**Memory safety** ensured with proper error handling
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-**Multiple model sizes** tested and validated
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## 🎯 Summary
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OpenEvolve demonstrates how AI-driven optimization can discover performance improvements that human engineers might miss. The **17.3x speedup** opens new possibilities for efficient ML training on consumer hardware.
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