A team expects GPU acceleration for a mostly serial workflow. What should it assess first?

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  1. The number of installed GPUs without profiling data transfers
  2. GPU memory capacity alone without considering execution structure
  3. The GPU peak arithmetic rate without measuring the application
  4. Parallelizable work and data-transfer overhead

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