From the docs on network_mode:

When [network mode is] set, the networks attribute is not allowed and Compose rejects any Compose file containing both attributes.

Further, networks: must be set to one of the following:

• none
• host (Gives the container raw access to the host's network interface)
• service:{name}
• container:{name}