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Inquiry about Parameter Settings and Model Accuracy(CIFAR10 imbalance factor 0.01) #1

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@AlvinHan123

Hi, thank you for your excellent work. I am attempting to replicate your code, but I am unable to achieve the level of accuracy reported in your paper.

Here is my key parameter settings:

  1. DATASET: cifar10lt
  2. net-config: Resnet32Feature
  3. loss-config: WCDAS_CIFARLT
  4. imbalance-ratio: 100
  5. lrs: cos_lr(0.2,700)
  6. opt_params: {weight_decay:0.0001, momentum:0.9}
    For main_finetune.py, most parameters are same but lrs:cos_lr(0.005,30)

My final acuracy is always 2% lower than the report, what is your recommend parameters I need to set?

Cheers.

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