add pytorch 1.1.0 SyncBN support (#577)
* add pytorch 1.1.0 SyncBN support * change BatchNorm2d to _BatchNorm and call freeze after train * add freeze back to init function * fixed indentation typo in adding freeze * use SyncBN protect member func to set ddp_gpu_num * Update README.md update pytorch version to 1.1
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