



Bits error versus x.re




Bits error versus x.im
| Original | 6.5 |
|---|---|
| Target | 0.2 |
| Herbie | 0.2 |
Initial program 6.5
rmApplied difference-of-squares6.5
Applied associate-*l*0.2
rmApplied fma-def0.2
Final simplification0.2
herbie shell --seed 2019002 +o rules:numerics
(FPCore (x.re x.im)
:name "math.cube on complex, imaginary part"
:herbie-target
(+ (* (* x.re x.im) (* 2 x.re)) (* (* x.im (- x.re x.im)) (+ x.re x.im)))
(+ (* (- (* x.re x.re) (* x.im x.im)) x.im) (* (+ (* x.re x.im) (* x.im x.re)) x.re)))
Time bar (total: 37.2s)Debug log
1 calls. Slowest were:
| 260.0ms | (+ (* (- (* x.re x.re) (* x.im x.im)) x.im) (* (+ (* x.re x.im) (* x.im x.re)) x.re)) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 5.0b
Found 4 expressions with local error:
| 5.1b | (* (- (* x.re x.re) (* x.im x.im)) x.im) |
| 0.1b | (* (+ (* x.re x.im) (* x.im x.re)) x.re) |
| 0.1b | (+ (* (- (* x.re x.re) (* x.im x.im)) x.im) (* (+ (* x.re x.im) (* x.im x.re)) x.re)) |
| 0.0b | (+ (* x.re x.im) (* x.im x.re)) |
4 calls. Slowest were:
| 14.0ms | (+ (* (- (* x.re x.re) (* x.im x.im)) x.im) (* (+ (* x.re x.im) (* x.im x.re)) x.re)) |
| 10.0ms | (* (- (* x.re x.re) (* x.im x.im)) x.im) |
| 9.0ms | (* (+ (* x.re x.im) (* x.im x.re)) x.re) |
4 calls. Slowest were:
| 63.0ms | (+ (* (- (* x.re x.re) (* x.im x.im)) x.im) (* (+ (* x.re x.im) (* x.im x.re)) x.re)) |
| 51.0ms | (* (- (* x.re x.re) (* x.im x.im)) x.im) |
| 20.0ms | (* (+ (* x.re x.im) (* x.im x.re)) x.re) |
| 15.0ms | (+ (* x.re x.im) (* x.im x.re)) |
32 calls. Slowest were:
| 1.4s | (* (+ (* (* x.re x.re) (* x.re x.re)) (+ (* (* x.im x.im) (* x.im x.im)) (* (* x.re x.re) (* x.im x.im)))) (- (* x.re x.im) (* x.im x.re))) |
| 650.0ms | (* (- (* (* x.re x.re) (* x.re x.re)) (* (* x.im x.im) (* x.im x.im))) x.im) |
| 432.0ms | (* (- (pow (* x.re x.re) 3) (pow (* x.im x.im) 3)) x.im) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (* (+ x.re x.im) (* (- x.re x.im) x.im)) |
| 0.1b | (* (+ (* x.re x.im) (* x.im x.re)) x.re) |
| 0.1b | (+ (* (+ x.re x.im) (* (- x.re x.im) x.im)) (* (+ (* x.re x.im) (* x.im x.re)) x.re)) |
| 0.0b | (+ (* x.re x.im) (* x.im x.re)) |
4 calls. Slowest were:
| 16.0ms | (* (+ x.re x.im) (* (- x.re x.im) x.im)) |
| 10.0ms | (+ (* (+ x.re x.im) (* (- x.re x.im) x.im)) (* (+ (* x.re x.im) (* x.im x.re)) x.re)) |
| 5.0ms | (* (+ (* x.re x.im) (* x.im x.re)) x.re) |
4 calls. Slowest were:
| 46.0ms | (+ (* (+ x.re x.im) (* (- x.re x.im) x.im)) (* (+ (* x.re x.im) (* x.im x.re)) x.re)) |
| 42.0ms | (* (+ x.re x.im) (* (- x.re x.im) x.im)) |
| 16.0ms | (+ (* x.re x.im) (* x.im x.re)) |
| 16.0ms | (* (+ (* x.re x.im) (* x.im x.re)) x.re) |
68 calls. Slowest were:
| 2.0s | (* (- x.re x.im) (+ (* (* x.re x.im) (* x.re x.im)) (- (* (* x.im x.re) (* x.im x.re)) (* (* x.re x.im) (* x.im x.re))))) |
| 1.6s | (* (+ x.re x.im) (+ (* (* x.re x.im) (* x.re x.im)) (- (* (* x.im x.re) (* x.im x.re)) (* (* x.re x.im) (* x.im x.re))))) |
| 1.5s | (* (* (- x.re x.im) (+ x.re x.im)) (- (* x.re x.im) (* x.im x.re))) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (fma (+ x.re x.im) (* (- x.re x.im) x.im) (* (+ (* x.re x.im) (* x.im x.re)) x.re)) |
| 0.1b | (* (+ (* x.re x.im) (* x.im x.re)) x.re) |
| 0.0b | (+ (* x.re x.im) (* x.im x.re)) |
| 0.0b | (* (- x.re x.im) x.im) |
4 calls. Slowest were:
| 5.0ms | (* (+ (* x.re x.im) (* x.im x.re)) x.re) |
| 3.0ms | (* (- x.re x.im) x.im) |
| 2.0ms | (+ (* x.re x.im) (* x.im x.re)) |
4 calls. Slowest were:
| 80.0ms | (fma (+ x.re x.im) (* (- x.re x.im) x.im) (* (+ (* x.re x.im) (* x.im x.re)) x.re)) |
| 32.0ms | (* (- x.re x.im) x.im) |
| 20.0ms | (+ (* x.re x.im) (* x.im x.re)) |
| 19.0ms | (* (+ (* x.re x.im) (* x.im x.re)) x.re) |
21 calls. Slowest were:
| 520.0ms | (* (- (* x.re x.re) (* x.im x.im)) x.im) |
| 332.0ms | (* (+ (pow (* x.re x.im) 3) (pow (* x.im x.re) 3)) x.re) |
| 158.0ms | (* (- (* (* x.re x.im) (* x.re x.im)) (* (* x.im x.re) (* x.im x.re))) x.re) |
10 alts after pruning (9 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 14.1b | (cbrt (+ (* x.re x.im) (* x.im x.re))) |
| 14.1b | (cbrt (* (+ x.im x.im) x.re)) |
| 14.1b | (cbrt (* (+ x.im x.im) x.re)) |
| 0.5b | (* (cbrt (* (+ x.im x.im) x.re)) (cbrt (* (+ x.im x.im) x.re))) |
4 calls. Slowest were:
| 18.0ms | (* (cbrt (* (+ x.im x.im) x.re)) (cbrt (* (+ x.im x.im) x.re))) |
| 8.0ms | (cbrt (* (+ x.im x.im) x.re)) |
| 3.0ms | (cbrt (* (+ x.im x.im) x.re)) |
4 calls. Slowest were:
| 174.0ms | (* (cbrt (* (+ x.im x.im) x.re)) (cbrt (* (+ x.im x.im) x.re))) |
| 161.0ms | (cbrt (+ (* x.re x.im) (* x.im x.re))) |
| 129.0ms | (cbrt (* (+ x.im x.im) x.re)) |
| 110.0ms | (cbrt (* (+ x.im x.im) x.re)) |
51 calls. Slowest were:
| 554.0ms | (cbrt (+ (pow (* x.re x.im) 3) (pow (* x.im x.re) 3))) |
| 257.0ms | (* (exp (* 1/3 (+ (* 2 (log x.im)) (* 2 (log x.re))))) (pow (cbrt 2) 2)) |
| 244.0ms | (* (* (+ x.im x.im) x.re) (* (+ x.im x.im) x.re)) |
8 alts after pruning (7 fresh and 1 done)
Merged error: 0.0b
0% (0.2b remaining)
Error of 0.2b against oracle of 0.0b and baseline of 0.2b