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khu_ml

  • Cinic10 dataset RGB mean, std
  • SGD(LR=0.1), MOMENTUM=0.9, WEIGHTDECAY=1e-4, BATCHSIZE=128, EPOCHS=300
  • SWA(LR=0.2) SWA Start=200
  • RandomCrop(32, padding=4), RandomHorizontalFlip, Cutout
  • LABELSMOOTH, Mish Activation
  • train, valid 데이터 전부 사용
  • 제출 시 train 정확도 93.5 / test 정확도 91.7
  • 추가 100 epoch 학습 시 train 정확도 94.1 / test 정확도 91.8

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under 2M parameters, cinic10

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