Thank you for your reply.
I forgot but I did already change OptimizeForBandwidth, after I realized it was for in place optimization.
The following is my current config:
pagespeed On;
pagespeed FileCachePath "/home/pagespeed";
pagespeed FileCacheSizeKb 10000000000;
pagespeed FileCacheCleanIntervalMs 3600000;
pagespeed FileCacheInodeLimit 500000000;
pagespeed PreserveUrlRelativity on;
#pagespeed AddResourceHeader "Access-Control-Allow-Origin" "*";
pagespeed RewriteLevel PassThrough;
pagespeed EnableFilters remove_comments,collapse_whitespace,recompress_images,convert_to_webp_lossless,convert_to_webp_animated;
pagespeed LoadFromFileRuleMatch Disallow \.php$;
pagespeed FetchWithGzip on;
pagespeed UseNativeFetcher on;
pagespeed LRUCacheKbPerProcess 20480;
pagespeed LRUCacheByteLimit 81920;
pagespeed CreateSharedMemoryMetadataCache "/dev/shm/ngx_shared" 640000;
pagespeed CssInlineMaxBytes 2048;
pagespeed JsInlineMaxBytes 2048;
No images/js/css seem to be rewriten.
Thank you.