• using AIMET library

Quantization Simulation Model

• Github

[0], [1]

ModelCompression/Quantization_[0]+[1].ipynb at main · hagyeonglee/ModelCompression

[2], [3]

ModelCompression/Quantization_[2]AdaRound+[3]QAT.ipynb at main · hagyeonglee/ModelCompression

PSNR (iter=5000)

• randomness 문제
  • initialization
  • batch setting
  • seed 고정해서 비교해볼 필요 있음

PSNR (iter=50000)

Reconstructed Image (iter=50000)

• original

  

• [0]

  

• [1]

  

• [2]

  

• [3] (iter=5000)

  

cf)