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Roofline analysis of a BF16 MLP layer

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AmazonML designLast asked Aug 2026

Apply roofline analysis to an MLP layer running in BF16: count its floating-point operations and the bytes it moves, compute its arithmetic intensity, and decide whether it is compute-bound or memory-bound. Explain what would change the answer.

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