[Update] Infinite Sampler

[dreamerlin]

Add InfiniteSampler and InfiniteEpochBasedRunner

The workers of dataloader will re-initialize when the iterator of dataloader is created. InfiniteSampler is designed to avoid these time-consuming operations since the iterator with InfiniteSampler will never reach the end.