Average Error: 45.5 → 13.5
Time: 27.6s
Precision: 64
Internal Precision: 128
\[(x \cdot y + z)_* - \left(1 + \left(x \cdot y + z\right)\right)\]
↓
\[-1 + \left(\left((x \cdot y + z)_* - x \cdot y\right) - z\right)\]

Error

Bits error versus x

Bits error versus y

Bits error versus z

Target

Original45.5
Target0
Herbie13.5
\[-1\]

Derivation

  1. Initial program 45.5

    \[(x \cdot y + z)_* - \left(1 + \left(x \cdot y + z\right)\right)\]

  2. Initial simplification34.9

    \[\leadsto \left((x \cdot y + z)_* - x \cdot y\right) - \left(z - -1\right)\]
  3. Using strategy rm

  4. Applied associate--r-13.5

    \[\leadsto \color{blue}{\left(\left((x \cdot y + z)_* - x \cdot y\right) - z\right) + -1}\]

  5. Final simplification13.5

    \[\leadsto -1 + \left(\left((x \cdot y + z)_* - x \cdot y\right) - z\right)\]

Runtime

Time bar (total: 27.6s)Debug logProfile

BaselineHerbieOracleSpan%
Regimes13.513.513.50.10%
herbie shell --seed 2018351 
(FPCore (x y z)
  :name "simple fma test"

  :herbie-target
  -1

  (- (fma x y z) (+ 1 (+ (* x y) z))))