In order to set/configure/increase PHP max_execution_time variable from PHP-FPM using Nginx, you should follow this steps:
Edit php.ini
max_execution_time = 180
Edit php-fpm.conf
request_terminate_timeout = 180
Edit nginx virtual hosts fastcgi_read_timeout
location ~ .php$ {...