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update to 1.6 APIs and fix bugs with tensorboard. !3663

!3663 已合并 由 saxon_zh@saxon_zh 创建

Created by: iclementine

1.fixes in README; 2.. data type bug for training on windows; 3. update to save/load APIs in version 1.6; 4. fix conflicts when using tensorboard in multiprocessing cases.