



Bits error versus x
Results
| Original | 19.9 |
|---|---|
| Target | 0.6 |
| Herbie | 0.4 |
Initial program 19.9
rmApplied frac-sub19.9
Simplified19.9
rmApplied flip--19.7
Applied associate-/l/19.7
Simplified0.7
rmApplied associate-/r*0.4
rmApplied div-inv0.4
Final simplification0.4
herbie shell --seed 2019005
(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: 15.0s)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: 20.2b
Found 4 expressions with local error:
| 2.7b | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 0.2b | (/ 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)))) |
| 1.0ms | (/ 1 (sqrt (+ x 1))) |
| 1.0ms | (/ 1 (sqrt x)) |
4 calls. Slowest were:
| 31.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 17.0ms | (/ 1 (sqrt x)) |
| 14.0ms | (sqrt (+ x 1)) |
| 13.0ms | (/ 1 (sqrt (+ x 1))) |
42 calls. Slowest were:
| 79.0ms | (- (+ (* 1/2 x) 1) (* 1/8 (pow x 2))) |
| 45.0ms | (sqrt (+ (* x x) (- (* 1 1) (* x 1)))) |
| 37.0ms | (- (+ (* 3/8 (pow x 2)) 1) (* 1/2 x)) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 19.6b
Found 4 expressions with local error:
| 2.8b | (- (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:
| 25.0ms | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 8.0ms | (- (sqrt (+ x 1)) (sqrt x)) |
| 4.0ms | (* (sqrt x) (sqrt (+ x 1))) |
4 calls. Slowest were:
| 77.0ms | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 38.0ms | (- (sqrt (+ x 1)) (sqrt x)) |
| 22.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 10.0ms | (sqrt (+ x 1)) |
65 calls. Slowest were:
| 330.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 99.0ms | (/ (* (* (- (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))))) |
4 alts after pruning (4 fresh and 0 done)
Merged error: 0.6b
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:
| 37.0ms | (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 31.0ms | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 9.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
4 calls. Slowest were:
| 105.0ms | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 91.0ms | (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 38.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 37.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
66 calls. Slowest were:
| 652.0ms | (* (sqrt (- x 1)) (+ (* (sqrt (+ x 1)) (sqrt (+ x 1))) (- (* (sqrt x) (sqrt x)) (* (sqrt (+ x 1)) (sqrt x))))) |
| 359.0ms | (* (sqrt (- x 1)) (+ (* (sqrt (+ x 1)) (sqrt (+ x 1))) (- (* (sqrt x) (sqrt x)) (* (sqrt (+ x 1)) (sqrt x))))) |
| 333.0ms | (* (sqrt (+ (* x x) (- (* 1 1) (* x 1)))) (+ (* (sqrt (+ x 1)) (sqrt (+ x 1))) (- (* (sqrt x) (sqrt x)) (* (sqrt (+ x 1)) (sqrt x))))) |
9 alts after pruning (9 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:
| 25.0ms | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 9.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 7.0ms | (/ 1 (* (sqrt x) (sqrt (+ x 1)))) |
4 calls. Slowest were:
| 90.0ms | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 27.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
| 25.0ms | (/ 1 (* (sqrt x) (sqrt (+ x 1)))) |
| 21.0ms | (* (sqrt x) (sqrt (+ x 1))) |
97 calls. Slowest were:
| 232.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 104.0ms | (- (+ (* 3/8 (/ 1 (pow x 3))) (/ 1 x)) (* 1/2 (/ 1 (pow x 2)))) |
| 102.0ms | (+ (* (sqrt (+ x 1)) (sqrt (+ x 1))) (- (* (sqrt x) (sqrt x)) (* (sqrt (+ x 1)) (sqrt x)))) |
7 alts after pruning (7 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