Kuzuv0 161 _top_ May 2026

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5.2 Validation

• Functional – 100 % of layers passed golden‑model verification (±1 LSB).
• Performance – Cycle‑accurate trace matches compiler’s schedule within 2 %.
• Reliability – Accelerated burn‑in (168 h, 125 °C) showed no failures.

6. Experimental Results

3.4 WS‑DAR Scheduling Policy

• Weight‑Stationary: Weights are loaded once into the MAC array’s local registers and kept stationary throughout the tile’s lifetime.
• Dynamic Activation Reuse: Activations are partitioned into micro‑tiles that are broadcast across MAC rows, enabling reuse across multiple output channels without re‑fetch.
• Adaptive Tile Size: The compiler selects tile dimensions (T_R, T_C, T_K) based on the current voltage/frequency point to maximize energy‑efficiency.