Why should GPU utilization be interpreted alongside memory, throughput and application metrics?

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  1. High utilization always proves useful work
  2. Memory usage alone guarantees maximum throughput
  3. Low utilization always means failed hardware
  4. A single utilization percentage cannot explain end-to-end efficiency

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