


Bits error versus x.re



Bits error versus x.im



Bits error versus y.re



Bits error versus y.im
if y.im < -8.298395431591579e+163Initial program 46.9
rmApplied add-sqr-sqrt46.9
Applied *-un-lft-identity46.9
Applied times-frac46.9
Simplified46.9
Simplified30.7
rmApplied associate-*l/30.6
Simplified30.6
Taylor expanded around -inf 13.7
Simplified13.7
if -8.298395431591579e+163 < y.im < 9.178635859760145e+148Initial program 19.3
rmApplied add-sqr-sqrt19.3
Applied *-un-lft-identity19.3
Applied times-frac19.3
Simplified19.3
Simplified12.4
rmApplied associate-*l/12.3
Simplified12.3
rmApplied clear-num12.4
if 9.178635859760145e+148 < y.im Initial program 44.0
rmApplied add-sqr-sqrt44.0
Applied *-un-lft-identity44.0
Applied times-frac44.0
Simplified44.0
Simplified28.0
rmApplied associate-*l/27.9
Simplified27.9
rmApplied clear-num28.0
Taylor expanded around 0 12.9
Final simplification12.6
herbie shell --seed 2018360 +o rules:numerics
(FPCore (x.re x.im y.re y.im)
:name "_divideComplex, real part"
(/ (+ (* x.re y.re) (* x.im y.im)) (+ (* y.re y.re) (* y.im y.im))))
Time bar (total: 17.5s)Debug log
2 alts after pruning (2 fresh and 0 done)
Merged error: 25.5b
Found 3 expressions with local error:
| 25.5b | (/ (+ (* x.re y.re) (* x.im y.im)) (+ (* y.re y.re) (* y.im y.im))) |
| 0.5b | (+ (* x.re y.re) (* x.im y.im)) |
| 0.0b | (+ (* y.re y.re) (* y.im y.im)) |
3 calls. Slowest were:
| 22.0ms | (/ (+ (* x.re y.re) (* x.im y.im)) (+ (* y.re y.re) (* y.im y.im))) |
| 4.0ms | (+ (* y.re y.re) (* y.im y.im)) |
| 4.0ms | (+ (* x.re y.re) (* x.im y.im)) |
3 calls. Slowest were:
| 87.0ms | (/ (+ (* x.re y.re) (* x.im y.im)) (+ (* y.re y.re) (* y.im y.im))) |
| 46.0ms | (+ (* x.re y.re) (* x.im y.im)) |
| 19.0ms | (+ (* y.re y.re) (* y.im y.im)) |
40 calls. Slowest were:
| 569.0ms | (- (* (* x.re y.re) (* x.re y.re)) (* (* x.im y.im) (* x.im y.im))) |
| 276.0ms | (+ (* (* y.re y.re) (* y.re y.re)) (- (* (* y.im y.im) (* y.im y.im)) (* (* y.re y.re) (* y.im y.im)))) |
| 162.0ms | (/ (* (* (+ (* x.re y.re) (* x.im y.im)) (+ (* x.re y.re) (* x.im y.im))) (+ (* x.re y.re) (* x.im y.im))) (* (* (+ (* y.re y.re) (* y.im y.im)) (+ (* y.re y.re) (* y.im y.im))) (+ (* y.re y.re) (* y.im y.im)))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 16.3b
Found 4 expressions with local error:
| 16.0b | (/ (fma x.re y.re (* x.im y.im)) (hypot y.re y.im)) |
| 0.3b | (* (/ 1 (hypot y.re y.im)) (/ (fma x.re y.re (* x.im y.im)) (hypot y.re y.im))) |
| 0.2b | (fma x.re y.re (* x.im y.im)) |
| 0.0b | (/ 1 (hypot y.re y.im)) |
4 calls. Slowest were:
| 5.0ms | (* (/ 1 (hypot y.re y.im)) (/ (fma x.re y.re (* x.im y.im)) (hypot y.re y.im))) |
| 3.0ms | (/ (fma x.re y.re (* x.im y.im)) (hypot y.re y.im)) |
| 1.0ms | (/ 1 (hypot y.re y.im)) |
4 calls. Slowest were:
| 107.0ms | (/ (fma x.re y.re (* x.im y.im)) (hypot y.re y.im)) |
| 105.0ms | (* (/ 1 (hypot y.re y.im)) (/ (fma x.re y.re (* x.im y.im)) (hypot y.re y.im))) |
| 44.0ms | (/ 1 (hypot y.re y.im)) |
| 37.0ms | (fma x.re y.re (* x.im y.im)) |
67 calls. Slowest were:
| 392.0ms | (* (* (* (/ 1 (hypot y.re y.im)) (/ 1 (hypot y.re y.im))) (/ 1 (hypot y.re y.im))) (* (* (/ (fma x.re y.re (* x.im y.im)) (hypot y.re y.im)) (/ (fma x.re y.re (* x.im y.im)) (hypot y.re y.im))) (/ (fma x.re y.re (* x.im y.im)) (hypot y.re y.im)))) |
| 249.0ms | (* (/ 1 (hypot y.re y.im)) (/ (fma x.re y.re (* x.im y.im)) (hypot y.re y.im))) |
| 204.0ms | (/ (* (* (fma x.re y.re (* x.im y.im)) (fma x.re y.re (* x.im y.im))) (fma x.re y.re (* x.im y.im))) (* (* (hypot y.re y.im) (hypot y.re y.im)) (hypot y.re y.im))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 6.8b
Found 3 expressions with local error:
| 16.0b | (/ (fma y.im x.im (* y.re x.re)) (hypot y.re y.im)) |
| 0.3b | (fma y.im x.im (* y.re x.re)) |
| 0.1b | (/ (/ (fma y.im x.im (* y.re x.re)) (hypot y.re y.im)) (hypot y.re y.im)) |
3 calls. Slowest were:
| 12.0ms | (/ (/ (fma y.im x.im (* y.re x.re)) (hypot y.re y.im)) (hypot y.re y.im)) |
| 7.0ms | (/ (fma y.im x.im (* y.re x.re)) (hypot y.re y.im)) |
| 0.0ms | (fma y.im x.im (* y.re x.re)) |
3 calls. Slowest were:
| 115.0ms | (/ (fma y.im x.im (* y.re x.re)) (hypot y.re y.im)) |
| 101.0ms | (/ (/ (fma y.im x.im (* y.re x.re)) (hypot y.re y.im)) (hypot y.re y.im)) |
| 42.0ms | (fma y.im x.im (* y.re x.re)) |
132 calls. Slowest were:
| 368.0ms | (/ (/ (* (* (fma y.im x.im (* y.re x.re)) (fma y.im x.im (* y.re x.re))) (fma y.im x.im (* y.re x.re))) (* (* (hypot y.re y.im) (hypot y.re y.im)) (hypot y.re y.im))) (* (* (hypot y.re y.im) (hypot y.re y.im)) (hypot y.re y.im))) |
| 220.0ms | (/ (* (* (/ (fma y.im x.im (* y.re x.re)) (hypot y.re y.im)) (/ (fma y.im x.im (* y.re x.re)) (hypot y.re y.im))) (/ (fma y.im x.im (* y.re x.re)) (hypot y.re y.im))) (* (* (hypot y.re y.im) (hypot y.re y.im)) (hypot y.re y.im))) |
| 183.0ms | (/ (* (* (fma y.im x.im (* y.re x.re)) (fma y.im x.im (* y.re x.re))) (fma y.im x.im (* y.re x.re))) (* (* (hypot y.re y.im) (hypot y.re y.im)) (hypot y.re y.im))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 2.2b
Found 4 expressions with local error:
| 16.1b | (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re))) |
| 0.3b | (fma y.im x.im (* y.re x.re)) |
| 0.2b | (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re)))) |
| 0.1b | (/ (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re)))) (hypot y.re y.im)) |
4 calls. Slowest were:
| 5.0ms | (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re))) |
| 4.0ms | (/ (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re)))) (hypot y.re y.im)) |
| 2.0ms | (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re)))) |
4 calls. Slowest were:
| 138.0ms | (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re)))) |
| 133.0ms | (/ (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re)))) (hypot y.re y.im)) |
| 73.0ms | (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re))) |
| 38.0ms | (fma y.im x.im (* y.re x.re)) |
92 calls. Slowest were:
| 725.0ms | (/ (* (* (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re)))) (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re))))) (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re))))) (* (* (hypot y.re y.im) (hypot y.re y.im)) (hypot y.re y.im))) |
| 230.0ms | (/ (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re)))) (cbrt (hypot y.re y.im))) |
| 216.0ms | (/ (/ 1 (/ (hypot y.re y.im) (fma y.im x.im (* y.re x.re)))) (sqrt (hypot y.re y.im))) |
10 alts after pruning (9 fresh and 1 done)
Merged error: 2.2b
29.2% (10.1b remaining)
Error of 12.6b against oracle of 2.5b and baseline of 16.8b