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Embedded Systems and Applications(4190.303C), 2020 Fall

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Binary Quantization

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  • reactnet1.py : ReActNet with full-precision

  • reactnet2.py : ReActNet with 1-bit activation and weights (BinaryAct, BinaryConv)

  • train1.py : train ReActNet defined in reactnet1.py

  • train2.py : train ReActNet defined in reactnet2.py

  • resactnet1.py: My own method on ResNet-18 with full-precision

  • resactnet2.py: My own method on ResNet-18 with 1-bit activation and weights (BinaryAct, BinaryConv)

  • train3.py : train ResActNet defined in resactnet1.py

  • train4.py : train ResActNet defined in resactnet2.py

  • train2.log : Reactnet binary quantization training logs

  • train4.log : My own model ResActNet training logs

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