


Bits error versus x.re



Bits error versus x.im



Bits error versus y.re



Bits error versus y.im
Initial program 31.2
Simplified4.8
rmApplied add-exp-log4.8
Applied pow-exp4.8
Applied div-exp0.1
Final simplification0.1
herbie shell --seed 2019007 +o rules:numerics
(FPCore (x.re x.im y.re y.im)
:name "powComplex, real part"
(* (exp (- (* (log (sqrt (+ (* x.re x.re) (* x.im x.im)))) y.re) (* (atan2 x.im x.re) y.im))) (cos (+ (* (log (sqrt (+ (* x.re x.re) (* x.im x.im)))) y.im) (* (atan2 x.im x.re) y.re)))))
Time bar (total: 2.3m)Debug log
1 calls. Slowest were:
| 521.0ms | (* (exp (- (* (log (sqrt (+ (* x.re x.re) (* x.im x.im)))) y.re) (* (atan2 x.im x.re) y.im))) (cos (+ (* (log (sqrt (+ (* x.re x.re) (* x.im x.im)))) y.im) (* (atan2 x.im x.re) y.re)))) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 2.5b
Found 4 expressions with local error:
| 25.8b | (cos (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 0.4b | (/ (pow (exp y.im) (atan2 x.im x.re)) (pow (hypot x.re x.im) y.re)) |
| 0.3b | (* (atan2 x.im x.re) y.re) |
| 0.1b | (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re)) |
4 calls. Slowest were:
| 11.0ms | (/ (pow (exp y.im) (atan2 x.im x.re)) (pow (hypot x.re x.im) y.re)) |
| 7.0ms | (cos (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 5.0ms | (* (atan2 x.im x.re) y.re) |
4 calls. Slowest were:
| 177.0ms | (cos (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 140.0ms | (/ (pow (exp y.im) (atan2 x.im x.re)) (pow (hypot x.re x.im) y.re)) |
| 106.0ms | (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re)) |
| 13.0ms | (* (atan2 x.im x.re) y.re) |
108 calls. Slowest were:
| 232.0ms | (/ (exp (* y.im (atan2 x.im x.re))) (exp (* -1 (* y.re (log (/ -1 x.im)))))) |
| 166.0ms | (- 1 (+ (* y.im (* (atan2 x.im x.re) (* y.re (log x.im)))) (* 1/2 (* (pow y.im 2) (pow (log x.im) 2))))) |
| 129.0ms | (/ (* (* (pow (exp y.im) (atan2 x.im x.re)) (pow (exp y.im) (atan2 x.im x.re))) (pow (exp y.im) (atan2 x.im x.re))) (* (* (pow (hypot x.re x.im) y.re) (pow (hypot x.re x.im) y.re)) (pow (hypot x.re x.im) y.re))) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 25.8b | (cos (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 3.7b | (log (pow (hypot x.re x.im) y.re)) |
| 0.3b | (* y.im (atan2 x.im x.re)) |
| 0.3b | (* (atan2 x.im x.re) y.re) |
4 calls. Slowest were:
| 2.0ms | (* (atan2 x.im x.re) y.re) |
| 2.0ms | (cos (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 1.0ms | (log (pow (hypot x.re x.im) y.re)) |
4 calls. Slowest were:
| 159.0ms | (cos (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 97.0ms | (log (pow (hypot x.re x.im) y.re)) |
| 23.0ms | (* (atan2 x.im x.re) y.re) |
| 14.0ms | (* y.im (atan2 x.im x.re)) |
27 calls. Slowest were:
| 173.0ms | (- 1 (+ (* y.im (* (atan2 x.im x.re) (* y.re (log x.im)))) (* 1/2 (* (pow y.im 2) (pow (log x.im) 2))))) |
| 63.0ms | (cos (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
| 38.0ms | (cos (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ 1 x.re))))) |
2 alts after pruning (1 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 29.1b | (sqrt (+ (* x.re x.re) (* x.im x.im))) |
| 29.1b | (sqrt (+ (* x.re x.re) (* x.im x.im))) |
| 25.8b | (cos (+ (* (log (sqrt (+ (* x.re x.re) (* x.im x.im)))) y.im) (* (atan2 x.im x.re) y.re))) |
| 0.3b | (* (atan2 x.im x.re) y.im) |
4 calls. Slowest were:
| 12.0ms | (cos (+ (* (log (sqrt (+ (* x.re x.re) (* x.im x.im)))) y.im) (* (atan2 x.im x.re) y.re))) |
| 2.0ms | (* (atan2 x.im x.re) y.im) |
| 2.0ms | (sqrt (+ (* x.re x.re) (* x.im x.im))) |
4 calls. Slowest were:
| 149.0ms | (cos (+ (* (log (sqrt (+ (* x.re x.re) (* x.im x.im)))) y.im) (* (atan2 x.im x.re) y.re))) |
| 32.0ms | (sqrt (+ (* x.re x.re) (* x.im x.im))) |
| 22.0ms | (* (atan2 x.im x.re) y.im) |
| 22.0ms | (sqrt (+ (* x.re x.re) (* x.im x.im))) |
27 calls. Slowest were:
| 212.0ms | (sqrt (- (* (* x.re x.re) (* x.re x.re)) (* (* x.im x.im) (* x.im x.im)))) |
| 192.0ms | (sqrt (- (* (* x.re x.re) (* x.re x.re)) (* (* x.im x.im) (* x.im x.im)))) |
| 65.0ms | (cos (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
2 alts after pruning (0 fresh and 2 done)
Merged error: 0.0b
0% (0.0b remaining)
Error of 0.1b against oracle of 0.1b and baseline of 0.1b