


Bits error versus x.re



Bits error versus x.im



Bits error versus y.re



Bits error versus y.im
Initial program 30.9
Initial simplification6.7
rmApplied add-exp-log6.7
Applied pow-exp6.7
Applied pow-exp6.7
Applied div-exp0.2
Final simplification0.2
herbie shell --seed 2018360 +o rules:numerics
(FPCore (x.re x.im y.re y.im)
:name "powComplex, imaginary part"
(* (exp (- (* (log (sqrt (+ (* x.re x.re) (* x.im x.im)))) y.re) (* (atan2 x.im x.re) y.im))) (sin (+ (* (log (sqrt (+ (* x.re x.re) (* x.im x.im)))) y.im) (* (atan2 x.im x.re) y.re)))))
Time bar (total: 20.7s)Debug log
2 alts after pruning (2 fresh and 0 done)
Merged error: 3.6b
Found 4 expressions with local error:
| 36.9b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 0.2b | (* (atan2 x.im x.re) y.re) |
| 0.2b | (/ (pow (exp y.im) (atan2 x.im x.re)) (pow (hypot x.re x.im) y.re)) |
| 0.1b | (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re)) |
4 calls. Slowest were:
| 5.0ms | (/ (pow (exp y.im) (atan2 x.im x.re)) (pow (hypot x.re x.im) y.re)) |
| 3.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 2.0ms | (* (atan2 x.im x.re) y.re) |
4 calls. Slowest were:
| 165.0ms | (/ (pow (exp y.im) (atan2 x.im x.re)) (pow (hypot x.re x.im) y.re)) |
| 142.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 121.0ms | (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:
| 381.0ms | (/ (exp (* y.im (atan2 x.im x.re))) (exp (* -1 (* y.re (log (/ -1 x.im)))))) |
| 143.0ms | (/ (exp (* y.im (atan2 x.im x.re))) (exp (* -1 (* y.re (log (/ 1 x.im)))))) |
| 137.0ms | (/ (* (* (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))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 36.9b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 0.3b | (* (log (hypot x.re x.im)) y.re) |
| 0.3b | (* y.im (atan2 x.im x.re)) |
| 0.2b | (* (atan2 x.im x.re) y.re) |
4 calls. Slowest were:
| 6.0ms | (* (log (hypot x.re x.im)) y.re) |
| 5.0ms | (* (atan2 x.im x.re) y.re) |
| 4.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
4 calls. Slowest were:
| 118.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 81.0ms | (* (log (hypot x.re x.im)) y.re) |
| 14.0ms | (* y.im (atan2 x.im x.re)) |
| 13.0ms | (* (atan2 x.im x.re) y.re) |
20 calls. Slowest were:
| 89.0ms | (sin (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
| 63.0ms | (* -1 (* y.re (log (/ -1 x.re)))) |
| 47.0ms | (* -1 (* y.re (log (/ 1 x.re)))) |
3 alts after pruning (2 fresh and 1 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 36.9b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 36.9b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 36.9b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 0.6b | (cbrt (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re)))) |
4 calls. Slowest were:
| 4.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 3.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 3.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
4 calls. Slowest were:
| 242.0ms | (cbrt (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re)))) |
| 155.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 133.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 126.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
18 calls. Slowest were:
| 298.0ms | (- (+ (* 1/3 (* y.im (* (exp (* 1/3 (- (log (/ 1 (pow (atan2 x.im x.re) 2))) (* 2 (log y.re))))) (log x.im)))) (exp (* 1/3 (+ (log (atan2 x.im x.re)) (log y.re))))) (* 7/81 (* (pow y.im 2) (* (pow (log x.im) 2) (exp (* 1/3 (+ (log (atan2 x.im x.re)) (log y.re)))))))) |
| 99.0ms | (sin (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
| 95.0ms | (sin (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
7 alts after pruning (5 fresh and 2 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 36.9b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 36.9b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 36.9b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 36.9b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
4 calls. Slowest were:
| 2.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 2.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 2.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
4 calls. Slowest were:
| 147.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 115.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 101.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 96.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
16 calls. Slowest were:
| 109.0ms | (sin (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
| 98.0ms | (sin (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
| 87.0ms | (sin (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
8 alts after pruning (5 fresh and 3 done)
Merged error: 0.0b
0% (0.0b remaining)
Error of 0.2b against oracle of 0.2b and baseline of 0.2b