



Bits error versus x.re




Bits error versus x.im
| Original | 7.0 |
|---|---|
| Target | 0.3 |
| Herbie | 6.9 |
Initial program 7.0
Initial simplification7.0
Taylor expanded around 0 6.9
Simplified6.9
Final simplification6.9
herbie shell --seed 2018360 +o rules:numerics
(FPCore (x.re x.im)
:name "math.cube on complex, real part"
:herbie-target
(+ (* (* x.re x.re) (- x.re x.im)) (* (* x.re x.im) (- x.re (* 3 x.im))))
(- (* (- (* x.re x.re) (* x.im x.im)) x.re) (* (+ (* x.re x.im) (* x.im x.re)) x.im)))
Time bar (total: 8.2s)Debug log
2 alts after pruning (2 fresh and 0 done)
Merged error: 8.8b
Found 2 expressions with local error:
| 8.8b | (fma x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re)) (* (* x.re x.im) (- x.im))) |
| 0.2b | (* (* x.re x.im) (- x.im)) |
2 calls. Slowest were:
| 4.0ms | (* (* x.re x.im) (- x.im)) |
| 0.0ms | (fma x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re)) (* (* x.re x.im) (- x.im))) |
2 calls. Slowest were:
| 44.0ms | (fma x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re)) (* (* x.re x.im) (- x.im))) |
| 20.0ms | (* (* x.re x.im) (- x.im)) |
12 calls. Slowest were:
| 493.0ms | (* (* (* (* x.re x.im) (* x.re x.im)) (* x.re x.im)) (* (* (- x.im) (- x.im)) (- x.im))) |
| 120.0ms | (- (pow x.re 3) (* 3 (* (pow x.im 2) x.re))) |
| 114.0ms | (- (pow x.re 3) (* 3 (* (pow x.im 2) x.re))) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 8.7b
Found 1 expressions with local error:
| 8.8b | (fma (* x.re -3) (* x.im x.im) (pow x.re 3)) |
1 calls. Slowest were:
| 0.0ms | (fma (* x.re -3) (* x.im x.im) (pow x.re 3)) |
1 calls. Slowest were:
| 40.0ms | (fma (* x.re -3) (* x.im x.im) (pow x.re 3)) |
3 calls. Slowest were:
| 142.0ms | (- (pow x.re 3) (* 3 (* (pow x.im 2) x.re))) |
| 78.0ms | (- (pow x.re 3) (* 3 (* (pow x.im 2) x.re))) |
| 70.0ms | (- (pow x.re 3) (* 3 (* (pow x.im 2) x.re))) |
6 alts after pruning (5 fresh and 1 done)
Merged error: 8.7b
Found 3 expressions with local error:
| 8.8b | (* x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re))) |
| 0.2b | (* (* x.re x.im) (- x.im)) |
| 0.2b | (+ (* x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re))) (* (* x.re x.im) (- x.im))) |
3 calls. Slowest were:
| 3.0ms | (+ (* x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re))) (* (* x.re x.im) (- x.im))) |
| 3.0ms | (* (* x.re x.im) (- x.im)) |
| 1.0ms | (* x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re))) |
3 calls. Slowest were:
| 48.0ms | (* x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re))) |
| 45.0ms | (+ (* x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re))) (* (* x.re x.im) (- x.im))) |
| 27.0ms | (* (* x.re x.im) (- x.im)) |
25 calls. Slowest were:
| 503.0ms | (* (* (* (* x.re x.im) (* x.re x.im)) (* x.re x.im)) (* (* (- x.im) (- x.im)) (- x.im))) |
| 218.0ms | (* (exp (* x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re)))) (exp (* (* x.re x.im) (- x.im)))) |
| 127.0ms | (- (pow x.re 3) (* 2 (* (pow x.im 2) x.re))) |
6 alts after pruning (4 fresh and 2 done)
Merged error: 8.7b
Found 4 expressions with local error:
| 22.5b | (cbrt (* (* x.re x.im) (- x.im))) |
| 22.5b | (cbrt (* (* x.re x.im) (- x.im))) |
| 22.5b | (cbrt (* (* x.re x.im) (- x.im))) |
| 8.8b | (fma x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re)) (* (* (cbrt (* (* x.re x.im) (- x.im))) (cbrt (* (* x.re x.im) (- x.im)))) (cbrt (* (* x.re x.im) (- x.im))))) |
4 calls. Slowest were:
| 5.0ms | (cbrt (* (* x.re x.im) (- x.im))) |
| 4.0ms | (cbrt (* (* x.re x.im) (- x.im))) |
| 4.0ms | (cbrt (* (* x.re x.im) (- x.im))) |
4 calls. Slowest were:
| 144.0ms | (cbrt (* (* x.re x.im) (- x.im))) |
| 125.0ms | (cbrt (* (* x.re x.im) (- x.im))) |
| 111.0ms | (cbrt (* (* x.re x.im) (- x.im))) |
| 99.0ms | (fma x.re (fma (+ x.im x.im) (- x.im) (* x.re x.re)) (* (* (cbrt (* (* x.re x.im) (- x.im))) (cbrt (* (* x.re x.im) (- x.im)))) (cbrt (* (* x.re x.im) (- x.im))))) |
15 calls. Slowest were:
| 346.0ms | (* (cbrt -1) (exp (* -1/3 (+ (* 2 (log (/ 1 x.im))) (log (/ 1 x.re)))))) |
| 310.0ms | (* (cbrt -1) (exp (* -1/3 (+ (* 2 (log (/ 1 x.im))) (log (/ 1 x.re)))))) |
| 284.0ms | (* (cbrt -1) (exp (* -1/3 (+ (* 2 (log (/ 1 x.im))) (log (/ 1 x.re)))))) |
6 alts after pruning (4 fresh and 2 done)
Merged error: 8.6b
0% (0.1b remaining)
Error of 6.9b against oracle of 6.8b and baseline of 6.9b