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tt_transformer_bp

This is a basic C++ version for fine-grained path design of a tensorized fully-connected layer using visual studio 2022.

test.cpp: test corresponding function (can also be used as test benchmark for HLS)

order_control.cpp: fine-grained method to calculate gradients

fc_bwd.cpp: a slow method to calculate gradients

contract.cpp: do tensor contraction along B dimension

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  • C++ 83.5%
  • Jupyter Notebook 8.3%
  • C 8.2%