


Bits error versus x.re



Bits error versus x.im



Bits error versus y.re



Bits error versus y.im
Initial program 31.6
Simplified6.9
rmApplied add-exp-log6.9
Applied pow-exp6.9
Applied pow-exp6.9
Applied div-exp0.2
Final simplification0.2
herbie shell --seed 2019007 +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: 3.8m)Debug log
1 calls. Slowest were:
| 112.0ms | (* (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)))) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 3.5b
Found 4 expressions with local error:
| 36.6b | (sin (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)) |
| 0.2b | (* (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)) |
| 5.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 4.0ms | (* (atan2 x.im x.re) y.re) |
4 calls. Slowest were:
| 182.0ms | (/ (pow (exp y.im) (atan2 x.im x.re)) (pow (hypot x.re x.im) y.re)) |
| 171.0ms | (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)) |
| 25.0ms | (* (atan2 x.im x.re) y.re) |
108 calls. Slowest were:
| 217.0ms | (/ (exp (* y.im (atan2 x.im x.re))) (exp (* -1 (* y.re (log (/ -1 x.im)))))) |
| 144.0ms | (/ (* (* (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))) |
| 131.0ms | (/ (exp (* y.im (atan2 x.im x.re))) (exp (* -1 (* y.re (log (/ 1 x.im)))))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 36.6b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 0.3b | (* y.im (atan2 x.im x.re)) |
| 0.2b | (* (atan2 x.im x.re) y.re) |
| 0.2b | (* (log (hypot x.re x.im)) y.re) |
4 calls. Slowest were:
| 5.0ms | (* (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:
| 141.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 119.0ms | (* (log (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)) |
20 calls. Slowest were:
| 94.0ms | (sin (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
| 94.0ms | (* -1 (* y.re (log (/ -1 x.re)))) |
| 64.0ms | (* -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:
| 36.6b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 36.6b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 36.6b | (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))) |
| 4.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (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:
| 205.0ms | (cbrt (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re)))) |
| 131.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 114.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 107.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
18 calls. Slowest were:
| 337.0ms | (- (+ (* 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)))))))) |
| 92.0ms | (pow (sin (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) 1/3) |
| 90.0ms | (sin (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
6 alts after pruning (5 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 36.6b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 36.6b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 36.6b | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 36.6b | (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))) |
| 4.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (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:
| 145.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 131.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 114.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
| 98.0ms | (sin (fma y.im (log (hypot x.re x.im)) (* (atan2 x.im x.re) y.re))) |
16 calls. Slowest were:
| 119.0ms | (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))))) |
| 83.0ms | (sin (- (* (atan2 x.im x.re) y.re) (* y.im (log (/ -1 x.re))))) |
6 alts after pruning (4 fresh and 2 done)
Merged error: 0.0b
0% (0.0b remaining)
Error of 0.2b against oracle of 0.1b and baseline of 0.2b