Presentation Notes & Questions - Githubissues

fabianlandwehr1 / DPHPC-Project

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Presentation Notes & Questions #12

Open fabianlandwehr1 opened 2 years ago

fabianlandwehr1 commented 2 years ago

General

Call it runtime instead of latency
Is there a reference implementation of Conv2D? -> It would be interesting to see how it compares
How well would our implementations translate to hardware?

Questions

why did we pick these benchmarks
why is resource utilization so low?
For which types of benchmarks can RU be high?
Which type of algorithm is great for FPGA, which is better for CPU?
1. Fundamental advantages of CPU and FPGA in different kernels
2. Programmability of FPGAs
3. Why did you pick these benchmarks
4. Which among these kernel is actually best suited for FPGAs (Conv2D)
5. [AVOID] Energy analysis and comparison?

fabianlandwehr1 commented 2 years ago

Feel free to add more if you can think of another thing that came up