Architectural Fit

When a general-purpose computing architecture encounters domain-specific complex computations, forced optimization often yields inferior results to redesigning a specialized architecture isomorphic to the problem. Optimal solutions for problems like neural networks, graph algorithms, and fluid simulations typically arise from aligning hardware structure with algorithm structure one-to-one, rather than adapting algorithms to general-purpose processors.

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