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Some minor erros with this repo #1

@PeiqinZhuang

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@PeiqinZhuang

Hi, I just downloaded this repo and found this repo contains some minor errors for reproduction. For example, many field names are missing and incorrect, e.g., TRAIN.GAMMA1 and TRAIN.GAMMA2. Also, some code errors, like this one. Here, the variable for noisy is unnecessary.

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