Windows: [rosrun] Couldn't find executable named

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rosrun can't find catkin packages even after running setup.bat of the catkin workspace and running the catkin_make command. I can run those pacakges only from from the location of the executable files (i.e: C:\catkin_ws\src\my_package\src).