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performance optimization #5

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liminchen opened this issue Sep 16, 2018 · 0 comments
Open

performance optimization #5

liminchen opened this issue Sep 16, 2018 · 0 comments

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@liminchen
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liminchen commented Sep 16, 2018

  • Eigen dynamic-size matrix -> static-size;
  • Add std::vector isFixedVert to avoid binary search on std::set fixedVert;
  • Local update for mesh features and Hessian matrix data structure rather than recompute whole;
  • Compute Hessian and gradient together so that certain variables can be shared;
  • Improve multi-threading
    • Parallel energy computation
    • Parallel gradient entry computation and vector assembly
    • Parallel Hessian matrix assembly
    • other code that's reasonable to be parallelized...
  • SIMD optimization
  • GPU optimization
  • Algorithmic improvement (see our paper for more detail)
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