Upgrade logger to support writing logs to both files and stdout/stderr at the same time.

[brightcoder01]

In the current implementation, if we want to write the logging information to a file, we are using tee command.
It's a recommended way to upgrade the logger to support flushing the logs to both file and stdout/stderr.

[workingloong]

What if users use print in their model codes?