MySqldump Error 2013: Lost Connection MySQL During create database backup
Given your DB dimensions try increasing those values a little more ,
Example :
max_allowed_packet=2048M
net_read_timeout=3600
net_write_timeout=3600

Don't forget to restart/reload mysqld aftewards.