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capstone-project's Issues

CPU simulation pipeline

  • Spectrum generation/evolution
  • Gerstner and Sum of Sines DFT based sim
  • Generic DFT implementation
  • FFT implementation
  • Image class to modify data on CPU
  • Use STL for_each for easy multithreading, to test single and multithreaded performance
  • ImageArray class?

GPU simulation pipeline

  • Implement TextureArray similar to Texture class
  • Implement a TextureMerger compute to take care of packing of textures in one Displacement and one Normal texture
  • Make DFT generic
  • Implement Sum of Sines and Gerstner DFT based simulation
  • Add a simulation wrapper to take care of which algorithm is used and that steps it takes

Results gathering

  • Simulation class to encompass steps and be generic to CPU or GPU sim
  • Profiler that keeps track of all the dispatches and function call times
  • Saving profiler runs on disk in JSON format
  • Benchmarking that runs each simulation in increasing resolution
  • Use Python to parse JSON profiler output and output graphs of performance metrics

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