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Architecturally, LPUs follow a software-first, compiler-driven design with a programmable “assembly line” model, where data flows through the chip in a deterministic, perfectly scheduled manner. Instead of dynamic hardware scheduling (like in GPUs), every operation is pre-planned at compile time—ensuring zero execution variability and fully predictable performance. The use of on-chip memory and high-bandwidth data “conveyor belts” eliminates the need for complex caching, routing, and synchronization mechanisms.
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