Wordpress can't detect any thumbnails size, I re-generated all image but not work.
What should i do for this?
Sounds like a plugin is interfering with the WordPress media features. If possible, try deactivating the media/image plugins and see if anything changes.
You can also consider reinstalling the WordPress (wp-admin/update-core.php) It is recommended to back up your site before doing this.
I found solution, my aws server doesn't have php-gd, just install it.
But, the second problem is wordpress doesn't upload files to correct path (current month is 2017/12), it always upload files to folder "01".