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Although the use of plugins cache, memory usage can not be reduced, because the burden of a big resource.
With a big resource and load the webpage request that quite a lot, it should be upgraded memory
To reduce the burden of static resource is supposed to compress static resources such as images, css, js. To compress the images can be used https://wordpress.org/plugins/ewww-image-optimizer/
Hope this helps,