Herbie results

Average Accuracy: 87.2% → 97.3%

Time: 1.3min

Crashes and Timeouts: 0/9

Speedup at Initial Accuracy: 1.5×

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 Speed

A joint speed-accuracy pareto curve for the Herbie runs below. Accuracy is on the vertical axis, and speed is on the horizontal axis. Up and to the right is better. The initial programs are shown by the red square.

Test	Start	Result ?	Target ?	Time
subtraction fraction	100.0%	100.0%		7.5s	»
sqrt times	99.2%	99.5%		2.8s	»
neg log	100.0%	100.0%		1.2s	»
jeff quadratic root 2	71.5%	90.0%		22.8s	»
jeff quadratic root 1	72.3%	89.9%		24.9s	»
fabs fraction 2	100.0%	100.0%		0.9s	»
fabs fraction 1	91.9%	96.2%		10.2s	»
exp neg sub	100.0%	100.0%		3.2s	»
sqrt sqr	49.6%	100.0%	100.0%	3.2s	»