Start the player with a connection to the profiler in the editor.
When the build is started, an open Profiler Window will automatically connect to the Player and start profiling. When the Player is build with the BuildOptions.AutoRunPlayer option enabled, the Editor will also automatically open the Profiler Window.
See Also: BuildPipeline.BuildPlayer.