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batch-eigen-decomposition

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banctilrobitaille / torch-vectorized

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Fast analytical implementation of batch eigen-decomposition for 3x3 symmetric matrices with Pytorch. > 250x faster than regular Pytorch implementation of batch eigen-decomposition on GPU.

fast deep-learning pytorch batch matrices analytical analytical-solution 3x3 eigen-decomposition volumetric-3x3-matrices batch-eigen-decomposition
  • Updated Feb 1, 2021
  • Python

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