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triplet-loss-for-knowledge-distillation's Introduction

Triplet Loss for Knowledge Distillation

An implementation of "Triplet Loss for Knowledge Distillation" in Pytorch.

The paper is here https://arxiv.org/abs/2004.08116

How to use

  1. clone the all files to a directory
  2. run the example.ipynb on the jupyter (If you don't use jupyter, please run the example.py)

run the teacher.ipynb, you can get the scores of teacher model

Execution environment

  • OS : Ubuntu 18.04.3 LTS
  • Python : v 3.7.3
  • Pytorch : v 1.2.0
  • torchvision : v 0.4.0

triplet-loss-for-knowledge-distillation's People

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