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Concerning efficiency, the product’s real-time inference, tested on an NVIDIA RTX 3080 Ti, displays spectacular benefits, consistently reaching one hundred sixty-one hundred eighty FPS, underscoring the design’s probable for deployment in serious-world applications where rapid processing is very important. The training decline trends observed t