Start chrome without reloading the pinned tabs
Solution 1:
There's no way to do this via settings, as mentioned in the bug tracker.
You can get extensions that will handle lazy loading of tabs, e.g. Lazy Tabs
(I haven't tested that particular extension, just the first one that came up . . . )