



Bits error versus x
| Original | 19.9 |
|---|---|
| Target | 0.7 |
| Herbie | 0.3 |
Initial program 19.9
Initial simplification19.9
rmApplied frac-sub19.9
Simplified19.9
rmApplied flip--19.7
Applied associate-/l/19.7
Simplified0.8
rmApplied associate-/r*0.4
rmApplied *-un-lft-identity0.4
Applied div-inv0.4
Applied times-frac0.4
Simplified0.4
Simplified0.3
Final simplification0.3
herbie shell --seed 2018362 +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: 17.0s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 18.1b
Found 4 expressions with local error:
| 1.6b | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 0.3b | (/ 1 (sqrt x)) |
| 0.2b | (/ 1 (sqrt (+ x 1))) |
| 0.0b | (sqrt (+ x 1)) |
4 calls. Slowest were:
| 7.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 1.0ms | (/ 1 (sqrt (+ x 1))) |
| 1.0ms | (/ 1 (sqrt x)) |
4 calls. Slowest were:
| 39.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 22.0ms | (/ 1 (sqrt (+ x 1))) |
| 16.0ms | (/ 1 (sqrt x)) |
| 14.0ms | (sqrt (+ x 1)) |
92 calls. Slowest were:
| 191.0ms | (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)))))) |
| 190.0ms | (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)))))) |
| 185.0ms | (fma 1 (/ 1 (sqrt x)) (- (* (sqrt (+ (* x x) (- (* 1 1) (* x 1)))) (/ 1 (sqrt (+ (pow x 3) (pow 1 3))))))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 17.7b
Found 4 expressions with local error:
| 1.6b | (- (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:
| 15.0ms | (/ (- (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:
| 85.0ms | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 38.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 33.0ms | (- (sqrt (+ x 1)) (sqrt x)) |
| 10.0ms | (sqrt (+ x 1)) |
106 calls. Slowest were:
| 755.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 120.0ms | (/ (* (* (- (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))))) |
| 102.0ms | (- (+ x 1/2) (* 1/8 (/ 1 x))) |
4 alts after pruning (4 fresh and 0 done)
Merged error: 0.5b
Found 4 expressions with local error:
| 0.6b | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 0.2b | (* (sqrt x) (sqrt (+ x 1))) |
| 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))) |
| 15.0ms | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 9.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
4 calls. Slowest were:
| 106.0ms | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 71.0ms | (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 31.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 24.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
71 calls. Slowest were:
| 520.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 215.0ms | (* (* (sqrt x) (sqrt (- (* x x) (* 1 1)))) (+ (pow (sqrt (+ x 1)) 3) (pow (sqrt x) 3))) |
| 209.0ms | (* (sqrt (- x 1)) (+ (* (sqrt (+ x 1)) (sqrt (+ x 1))) (- (* (sqrt x) (sqrt x)) (* (sqrt (+ x 1)) (sqrt x))))) |
12 alts after pruning (11 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (* (sqrt x) (sqrt (+ x 1))) |
| 0.1b | (/ 1 (* (sqrt x) (sqrt (+ x 1)))) |
| 0.1b | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 0.0b | (+ (sqrt (+ x 1)) (sqrt x)) |
4 calls. Slowest were:
| 13.0ms | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 7.0ms | (/ 1 (* (sqrt x) (sqrt (+ x 1)))) |
| 5.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
4 calls. Slowest were:
| 71.0ms | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 23.0ms | (/ 1 (* (sqrt x) (sqrt (+ x 1)))) |
| 21.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 21.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
102 calls. Slowest were:
| 438.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 132.0ms | (- (+ (* 3/8 (/ 1 (pow x 3))) (/ 1 x)) (* 1/2 (/ 1 (pow x 2)))) |
| 81.0ms | (- (log (/ 1 (* (sqrt x) (sqrt (+ x 1))))) (log (+ (sqrt (+ x 1)) (sqrt x)))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.3b against oracle of 0.0b and baseline of 0.3b