And are regularly rotating that stockpile, because gasoline has a shelf life measured in months
There are practical issues with it, but it's possible. The question is EROI or Energy Return on Investment. Do you get more energy from it than it took to make it, which unfortunately is not there yet. Shrinking it down to fit into your backyard is an exercise left for the reader.
And that's assuming they are sunny days.