



Bits error versus x
| Original | 14.9 |
|---|---|
| Target | 0.1 |
| Herbie | 0.0 |
if x < -59936.72473869073 or 51139.341490639854 < x Initial program 30.1
Simplified30.1
Taylor expanded around -inf 0.0
if -59936.72473869073 < x < 51139.341490639854Initial program 0.0
Simplified0.0
Final simplification0.0
herbie shell --seed 2019004 +o rules:numerics
(FPCore (x)
:name "x / (x^2 + 1)"
:herbie-target
(/ 1 (+ x (/ 1 x)))
(/ x (+ (* x x) 1)))
Time bar (total: 12.6s)Debug log
1 calls. Slowest were:
| 5.0ms | (/ x (+ (* x x) 1)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 17.8b
Found 1 expressions with local error:
| 17.8b | (/ x (fma x x 1)) |
1 calls. Slowest were:
| 1.0ms | (/ x (fma x x 1)) |
1 calls. Slowest were:
| 47.0ms | (/ x (fma x x 1)) |
6 calls. Slowest were:
| 60.0ms | (- (+ (/ 1 (pow x 5)) (/ 1 x)) (/ 1 (pow x 3))) |
| 59.0ms | (- (+ (/ 1 (pow x 5)) (/ 1 x)) (/ 1 (pow x 3))) |
| 43.0ms | (- (+ x (pow x 5)) (pow x 3)) |
3 alts after pruning (2 fresh and 1 done)
Merged error: 0.0b
Found 3 expressions with local error:
| 17.7b | (- (+ (/ 1 (pow x 5)) (/ 1 x)) (/ 1 (pow x 3))) |
| 0.4b | (/ 1 (pow x 3)) |
| 0.1b | (/ 1 (pow x 5)) |
3 calls. Slowest were:
| 58.0ms | (- (+ (/ 1 (pow x 5)) (/ 1 x)) (/ 1 (pow x 3))) |
| 1.0ms | (/ 1 (pow x 3)) |
| 1.0ms | (/ 1 (pow x 5)) |
3 calls. Slowest were:
| 26.0ms | (- (+ (/ 1 (pow x 5)) (/ 1 x)) (/ 1 (pow x 3))) |
| 19.0ms | (/ 1 (pow x 3)) |
| 19.0ms | (/ 1 (pow x 5)) |
97 calls. Slowest were:
| 403.0ms | (* (- (/ 1 (pow x 5)) (/ 1 x)) (pow x 3)) |
| 308.0ms | (- (* (+ (pow (/ 1 (pow x 5)) 3) (pow (/ 1 x) 3)) (pow x 3)) (* (+ (* (/ 1 (pow x 5)) (/ 1 (pow x 5))) (- (* (/ 1 x) (/ 1 x)) (* (/ 1 (pow x 5)) (/ 1 x)))) 1)) |
| 277.0ms | (- (* (+ (* 1 x) (* (pow x 5) 1)) (pow x 3)) (* (* (pow x 5) x) 1)) |
3 alts after pruning (1 fresh and 2 done)
Merged error: 0.0b
Found 1 expressions with local error:
| 21.7b | (- (+ x (pow x 5)) (pow x 3)) |
1 calls. Slowest were:
| 12.0ms | (- (+ x (pow x 5)) (pow x 3)) |
1 calls. Slowest were:
| 21.0ms | (- (+ x (pow x 5)) (pow x 3)) |
39 calls. Slowest were:
| 294.0ms | (fma (- (cbrt (pow x 3))) (* (cbrt (pow x 3)) (cbrt (pow x 3))) (* (cbrt (pow x 3)) (* (cbrt (pow x 3)) (cbrt (pow x 3))))) |
| 229.0ms | (fma (- (cbrt (pow x 3))) (* (cbrt (pow x 3)) (cbrt (pow x 3))) (* (cbrt (pow x 3)) (* (cbrt (pow x 3)) (cbrt (pow x 3))))) |
| 219.0ms | (fma (- (cbrt (pow x 3))) (* (cbrt (pow x 3)) (cbrt (pow x 3))) (* (cbrt (pow x 3)) (* (cbrt (pow x 3)) (cbrt (pow x 3))))) |
3 alts after pruning (0 fresh and 3 done)
Merged error: 0.0b
100% (0.0b remaining)
Error of 0.0b against oracle of 0.0b and baseline of 14.9b