



Bits error versus x
Results
| Original | 19.6 |
|---|---|
| Target | 0.6 |
| Herbie | 0.4 |
Initial program 19.6
rmApplied frac-sub19.6
Simplified19.6
rmApplied flip--19.4
Applied associate-/l/19.4
Simplified0.8
rmApplied associate-/r*0.4
rmApplied add-sqr-sqrt0.4
Applied associate-*r*0.4
Final simplification0.4
herbie shell --seed 2019007 +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: 17.3s)Debug log
1 calls. Slowest were:
| 11.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 21.4b
Found 4 expressions with local error:
| 3.3b | (- (/ 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:
| 13.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 2.0ms | (/ 1 (sqrt (+ x 1))) |
| 2.0ms | (/ 1 (sqrt x)) |
4 calls. Slowest were:
| 381.0ms | (sqrt (+ x 1)) |
| 32.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 19.0ms | (/ 1 (sqrt (+ x 1))) |
| 12.0ms | (/ 1 (sqrt x)) |
92 calls. Slowest were:
| 179.0ms | (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)))))) |
| 164.0ms | (fma (- (sqrt (- x 1))) (/ 1 (sqrt (- (* x x) (* 1 1)))) (* (sqrt (- x 1)) (/ 1 (sqrt (- (* x x) (* 1 1)))))) |
| 159.0ms | (fma (- (sqrt (- x 1))) (/ 1 (sqrt (- (* x x) (* 1 1)))) (* (sqrt (- x 1)) (/ 1 (sqrt (- (* x x) (* 1 1)))))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 20.9b
Found 4 expressions with local error:
| 3.3b | (- (sqrt (+ x 1)) (sqrt x)) |
| 0.3b | (* (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:
| 27.0ms | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 11.0ms | (- (sqrt (+ x 1)) (sqrt x)) |
| 8.0ms | (* (sqrt x) (sqrt (+ x 1))) |
4 calls. Slowest were:
| 88.0ms | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 35.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 34.0ms | (- (sqrt (+ x 1)) (sqrt x)) |
| 18.0ms | (sqrt (+ x 1)) |
106 calls. Slowest were:
| 508.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 75.0ms | (/ (* (* (- (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))))) |
| 71.0ms | (/ (* (* (- (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))))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.7b
Found 4 expressions with local error:
| 0.6b | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 0.3b | (* (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 | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 19.0ms | (* (* (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)))) |
| 87.0ms | (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 28.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
| 25.0ms | (* (sqrt x) (sqrt (+ x 1))) |
71 calls. Slowest were:
| 432.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 204.0ms | (* (* (sqrt x) (sqrt (- (* x x) (* 1 1)))) (+ (pow (sqrt (+ x 1)) 3) (pow (sqrt x) 3))) |
| 195.0ms | (* (* (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:
| 0.3b | (* (sqrt x) (sqrt (+ x 1))) |
| 0.1b | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 0.1b | (/ 1 (* (sqrt x) (sqrt (+ x 1)))) |
| 0.0b | (+ (sqrt (+ x 1)) (sqrt x)) |
4 calls. Slowest were:
| 15.0ms | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 5.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
| 4.0ms | (* (sqrt x) (sqrt (+ x 1))) |
4 calls. Slowest were:
| 91.0ms | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 33.0ms | (/ 1 (* (sqrt x) (sqrt (+ x 1)))) |
| 21.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 21.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
102 calls. Slowest were:
| 389.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 115.0ms | (- (+ (* 3/8 (/ 1 (pow x 3))) (/ 1 x)) (* 1/2 (/ 1 (pow x 2)))) |
| 97.0ms | (+ (* (sqrt (+ x 1)) (sqrt (+ x 1))) (- (* (sqrt x) (sqrt x)) (* (sqrt (+ x 1)) (sqrt x)))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0.0b
0% (0.4b remaining)
Error of 0.4b against oracle of 0.0b and baseline of 0.4b