Chained intermediate certificate usage

Hi, I am planning to use chained certificates for my testing. So i am keeping all the certificates like Root Certificate/Manufacture/Sub-Manufacture certificate / device in the certs/ directory. I am setting auto-chain as yes. In 'eap' config file I am setting root.pem and device.pem . Where do I need to place the intermediate certificates.? Regards Sumant