Error

Target

Derivation

1. Split input into 2 regimes

2. if (log (exp (- (- (- (fma x y z) (* y x)) z) 1))) < -1.0000000000042628 or -1.0 < (log (exp (- (- (- (fma x y z) (* y x)) z) 1)))

   1. Initial program 62.4

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

   3. Applied add-log-exp63.2

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

   4. Applied add-log-exp63.5

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

   5. Applied diff-log63.5

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

   6. Applied simplify61.7

      \[\leadsto \log \color{blue}{\left(e^{\left((x \cdot y + z)_* - y \cdot x\right) - \left(z + 1\right)}\right)}\]
   7. Using strategy rm

   8. Applied add-log-exp61.8

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

   9. Applied add-log-exp63.4

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

   10. Applied add-log-exp63.6

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

   11. Applied diff-log63.6

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

   12. Applied diff-log63.6

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

   13. Applied simplify62.4

       \[\leadsto \log \left(e^{\log \color{blue}{\left(e^{\left((x \cdot y + z)_* - z\right) - \left(y \cdot x + 1\right)}\right)}}\right)\]
   14. Using strategy rm

   15. Applied associate--r+37.1

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

   if -1.0000000000042628 < (log (exp (- (- (- (fma x y z) (* y x)) z) 1))) < -1.0

   1. Initial program 39.9

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

   3. Applied add-log-exp41.9

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

   4. Applied add-log-exp42.4

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

   5. Applied diff-log42.4

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

   6. Applied simplify27.0

      \[\leadsto \log \color{blue}{\left(e^{\left((x \cdot y + z)_* - y \cdot x\right) - \left(z + 1\right)}\right)}\]
   7. Using strategy rm

   8. Applied associate--r+0.0

      \[\leadsto \log \left(e^{\color{blue}{\left(\left((x \cdot y + z)_* - y \cdot x\right) - z\right) - 1}}\right)\]
3. Recombined 2 regimes into one program.

Runtime

Time bar (total: 43.2s)Debug logProfile

herbie shell --seed '#(1071119240 1686926585 3481876196 78132896 2080707795 3185793749)' 
(FPCore (x y z)
  :name "simple fma test"

  :herbie-target
  -1

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