



Bits error versus x
| Original | 19.7 |
|---|---|
| Target | 0.6 |
| Herbie | 0.6 |
Initial program 19.7
rmApplied frac-sub19.7
Simplified19.7
rmApplied flip--19.5
Applied associate-/l/19.5
Simplified0.8
rmApplied pow10.8
Applied pow10.8
Applied pow-prod-down0.8
Simplified0.6
Final simplification0.6
herbie shell --seed 2019008 +o rules:numerics
(FPCore (x)
:name "2isqrt (example 3.6)"
:herbie-target
(/ 1 (+ (* (+ x 1) (sqrt x)) (* x (sqrt (+ x 1)))))
(- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))))
Time bar (total: 16.5s)Debug log
1 calls. Slowest were:
| 6.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 19.1b
Found 4 expressions with local error:
| 2.0b | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 0.3b | (/ 1 (sqrt x)) |
| 0.1b | (/ 1 (sqrt (+ x 1))) |
| 0.0b | (sqrt (+ x 1)) |
4 calls. Slowest were:
| 7.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 2.0ms | (/ 1 (sqrt (+ x 1))) |
| 1.0ms | (sqrt (+ x 1)) |
4 calls. Slowest were:
| 42.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 20.0ms | (/ 1 (sqrt (+ x 1))) |
| 19.0ms | (/ 1 (sqrt x)) |
| 18.0ms | (sqrt (+ x 1)) |
92 calls. Slowest were:
| 205.0ms | (fma (- (sqrt (+ (* x x) (- (* 1 1) (* x 1))))) (/ 1 (sqrt (+ (pow x 3) (pow 1 3)))) (* (sqrt (+ (* x x) (- (* 1 1) (* x 1)))) (/ 1 (sqrt (+ (pow x 3) (pow 1 3)))))) |
| 186.0ms | (fma (- (sqrt (- x 1))) (/ 1 (sqrt (- (* x x) (* 1 1)))) (* (sqrt (- x 1)) (/ 1 (sqrt (- (* x x) (* 1 1)))))) |
| 177.0ms | (fma (sqrt (/ 1 (sqrt x))) (sqrt (/ 1 (sqrt x))) (- (* (sqrt (+ (* x x) (- (* 1 1) (* x 1)))) (/ 1 (sqrt (+ (pow x 3) (pow 1 3))))))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 18.6b
Found 4 expressions with local error:
| 2.1b | (- (sqrt (+ x 1)) (sqrt x)) |
| 0.2b | (* (sqrt x) (sqrt (+ x 1))) |
| 0.1b | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 0.0b | (sqrt (+ x 1)) |
4 calls. Slowest were:
| 26.0ms | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 6.0ms | (- (sqrt (+ x 1)) (sqrt x)) |
| 4.0ms | (* (sqrt x) (sqrt (+ x 1))) |
4 calls. Slowest were:
| 65.0ms | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 38.0ms | (- (sqrt (+ x 1)) (sqrt x)) |
| 36.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 13.0ms | (sqrt (+ x 1)) |
106 calls. Slowest were:
| 638.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 85.0ms | (/ (* (* (- (sqrt (+ x 1)) (sqrt x)) (- (sqrt (+ x 1)) (sqrt x))) (- (sqrt (+ x 1)) (sqrt x))) (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1))))) |
| 83.0ms | (/ (* (* (- (sqrt (+ x 1)) (sqrt x)) (- (sqrt (+ x 1)) (sqrt x))) (- (sqrt (+ x 1)) (sqrt x))) (* (* (* (sqrt x) (sqrt (+ x 1))) (* (sqrt x) (sqrt (+ x 1)))) (* (sqrt x) (sqrt (+ x 1))))) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.3b
Found 4 expressions with local error:
| 0.2b | (* (sqrt x) (sqrt (+ x 1))) |
| 0.2b | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 0.1b | (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 0.0b | (+ (sqrt (+ x 1)) (sqrt x)) |
4 calls. Slowest were:
| 22.0ms | (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 21.0ms | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 5.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
4 calls. Slowest were:
| 87.0ms | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 76.0ms | (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 28.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
| 21.0ms | (* (sqrt x) (sqrt (+ x 1))) |
71 calls. Slowest were:
| 590.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 204.0ms | (* (sqrt (+ (* x x) (- (* 1 1) (* x 1)))) (+ (* (sqrt (+ x 1)) (sqrt (+ x 1))) (- (* (sqrt x) (sqrt x)) (* (sqrt (+ x 1)) (sqrt x))))) |
| 202.0ms | (* (* (sqrt x) (sqrt (+ (pow x 3) (pow 1 3)))) (+ (pow (sqrt (+ x 1)) 3) (pow (sqrt x) 3))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (/ 1 (pow (fma x (sqrt (+ x 1)) (fma (sqrt x) x (sqrt x))) 1)) |
| 0.1b | (fma (sqrt x) x (sqrt x)) |
| 0.0b | (fma x (sqrt (+ x 1)) (fma (sqrt x) x (sqrt x))) |
| 0.0b | (sqrt (+ x 1)) |
4 calls. Slowest were:
| 1.0ms | (/ 1 (pow (fma x (sqrt (+ x 1)) (fma (sqrt x) x (sqrt x))) 1)) |
| 1.0ms | (sqrt (+ x 1)) |
| 0.0ms | (fma (sqrt x) x (sqrt x)) |
4 calls. Slowest were:
| 62.0ms | (/ 1 (pow (fma x (sqrt (+ x 1)) (fma (sqrt x) x (sqrt x))) 1)) |
| 54.0ms | (fma x (sqrt (+ x 1)) (fma (sqrt x) x (sqrt x))) |
| 31.0ms | (fma (sqrt x) x (sqrt x)) |
| 12.0ms | (sqrt (+ x 1)) |
25 calls. Slowest were:
| 58.0ms | (- (+ (* 1/2 x) 1) (* 1/8 (pow x 2))) |
| 43.0ms | (pow (sqrt (fma x (sqrt (+ x 1)) (fma (sqrt x) x (sqrt x)))) 1) |
| 28.0ms | (cbrt (pow (fma x (sqrt (+ x 1)) (fma (sqrt x) x (sqrt x))) 1)) |
8 alts after pruning (7 fresh and 1 done)
Merged error: 0.0b
0% (0.6b remaining)
Error of 0.6b against oracle of 0.0b and baseline of 0.6b