@tqchen Hi! I have updated the code as your comments. 
I add a new constructor `NDArray(const TBlob &data, int dev_id, const 
std::function<void()>& deleter) ` for `NDArray class`, because the performance 
between `std::make_shared` and 'std::shared_ptr::shared_ptr' is different.

[ Full content available at: 
https://github.com/apache/incubator-mxnet/pull/12047 ]
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