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Use new memory optimize API in image classfication !2043

!2043 已关闭 由 saxon_zh@saxon_zh 创建

Created by: zhhsplendid

The training script used a deprecated memory optimization API and some new memory optimization strategies are not used. If we use the new API, we are able to be same at GPU usage performance of PyTorch for SE-Resnext model. I changed the API to use the new API.