



Bits error versus x
Results
| Original | 19.7 |
|---|---|
| Target | 0.7 |
| Herbie | 0.5 |
Initial program 19.7
rmApplied frac-sub19.7
Simplified19.7
rmApplied flip--19.5
Applied associate-/l/19.5
Simplified0.9
rmApplied associate-/r*0.4
rmApplied add-cube-cbrt0.5
Applied sqrt-prod0.5
Applied associate-*r*0.5
Final simplification0.5
herbie shell --seed 2019004
(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: 15.1s)Debug log
1 calls. Slowest were:
| 34.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 21.2b
Found 4 expressions with local error:
| 3.2b | (- (/ 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:
| 11.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 2.0ms | (/ 1 (sqrt (+ x 1))) |
| 2.0ms | (/ 1 (sqrt x)) |
4 calls. Slowest were:
| 41.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 27.0ms | (/ 1 (sqrt (+ x 1))) |
| 18.0ms | (/ 1 (sqrt x)) |
| 17.0ms | (sqrt (+ x 1)) |
42 calls. Slowest were:
| 60.0ms | (- (+ (* 3/8 (pow x 2)) 1) (* 1/2 x)) |
| 49.0ms | (- (+ (* 1/2 x) 1) (* 1/8 (pow x 2))) |
| 44.0ms | (sqrt (+ (* x x) (- (* 1 1) (* x 1)))) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 20.6b
Found 4 expressions with local error:
| 3.2b | (- (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:
| 14.0ms | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 13.0ms | (- (sqrt (+ x 1)) (sqrt x)) |
| 4.0ms | (* (sqrt x) (sqrt (+ x 1))) |
4 calls. Slowest were:
| 58.0ms | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 30.0ms | (- (sqrt (+ x 1)) (sqrt x)) |
| 21.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 10.0ms | (sqrt (+ x 1)) |
65 calls. Slowest were:
| 344.0ms | (/ (* (cbrt (- (sqrt (+ x 1)) (sqrt x))) (cbrt (- (sqrt (+ x 1)) (sqrt x)))) (sqrt x)) |
| 270.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 104.0ms | (/ (* (* (- (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))))) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.8b
Found 4 expressions with local error:
| 0.7b | (/ 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:
| 91.0ms | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 70.0ms | (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 32.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 20.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
66 calls. Slowest were:
| 415.0ms | (* (sqrt (- x 1)) (+ (* (sqrt (+ x 1)) (sqrt (+ x 1))) (- (* (sqrt x) (sqrt x)) (* (sqrt (+ x 1)) (sqrt x))))) |
| 351.0ms | (* (sqrt (+ (* x x) (- (* 1 1) (* x 1)))) (+ (* (sqrt (+ x 1)) (sqrt (+ x 1))) (- (* (sqrt x) (sqrt x)) (* (sqrt (+ x 1)) (sqrt x))))) |
| 338.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
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)))) |
| 0.1b | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 0.0b | (+ (sqrt (+ x 1)) (sqrt x)) |
4 calls. Slowest were:
| 12.0ms | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 6.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
| 4.0ms | (* (sqrt x) (sqrt (+ x 1))) |
4 calls. Slowest were:
| 103.0ms | (/ (/ 1 (* (sqrt x) (sqrt (+ x 1)))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 36.0ms | (/ 1 (* (sqrt x) (sqrt (+ x 1)))) |
| 29.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 20.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
97 calls. Slowest were:
| 342.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 129.0ms | (- (+ (* 3/8 (/ 1 (pow x 3))) (/ 1 x)) (* 1/2 (/ 1 (pow x 2)))) |
| 128.0ms | (- (log (/ 1 (* (sqrt x) (sqrt (+ x 1))))) (log (+ (sqrt (+ x 1)) (sqrt x)))) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 0.0b
0% (0.4b remaining)
Error of 0.5b against oracle of 0.0b and baseline of 0.5b