Results
With a 175B GPT-3 model and 8,000 training examples, this technique substantially lifted grade school math accuracy from ~33% to ~55%.

Implications
Similar to the self-consistency technique, this method can get expensive, as generating, say, 100 solutions per task will increase your costs by roughly ~100x.