On my server, I have PHP 5.6 to 8.1 installed and use the versions for various testing purposes.
To change the memory_limit across all versions as simply as possible instead of editing each file, I use the following command.
find /etc/php -iname 'php.ini' -exec sed -i 's/memory_limit = .*/memory_limit = 512M/g' {} \;