Average Accuracy: 87.0% → 97.4%
Time: 1.4min
Crashes and Timeouts: 0/9

Output vs Input Accuracy

Each point represents a Herbie run below. Its horizontal position shows initial accuracy, and vertical position shows final accuracy. Points above the line are improved by Herbie.

Accuracy vs Cost

A joint cost-accuracy pareto curve for the Herbie runs below. Accuracy is on the vertical axis, and cost is on the horizontal axis. Down and to the left is better. The initial programs are shown by the red square.
TestStartResult ?Target ?Time
subtraction fraction100.0%100.0%8.8s»
sqrt times99.2%99.6%2.0s»
neg log100.0%100.0%1.1s»
jeff quadratic root 268.8%88.9%26.1s»
jeff quadratic root 168.2%88.3%24.7s»
fabs fraction 2100.0%100.0%1.2s»
fabs fraction 197.5%99.6%13.0s»
exp neg sub100.0%100.0%3.8s»
sqrt sqr49.0%100.0%100.0%3.1s»