



Bits error versus x
| Original | 19.9 |
|---|---|
| Target | 0.6 |
| Herbie | 0.3 |
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 *-un-lft-identity0.4
Applied *-un-lft-identity0.4
Applied distribute-lft-out0.4
Applied *-un-lft-identity0.4
Applied times-frac0.4
Simplified0.4
Simplified0.3
Final simplification0.3
herbie shell --seed 2019005 +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: 16.3s)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: 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:
| 8.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 1.0ms | (/ 1 (sqrt (+ x 1))) |
| 1.0ms | (/ 1 (sqrt x)) |
4 calls. Slowest were:
| 25.0ms | (- (/ 1 (sqrt x)) (/ 1 (sqrt (+ x 1)))) |
| 13.0ms | (/ 1 (sqrt (+ x 1))) |
| 13.0ms | (sqrt (+ x 1)) |
| 11.0ms | (/ 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)))))) |
| 172.0ms | (fma (sqrt (/ 1 (sqrt x))) (sqrt (/ 1 (sqrt x))) (- (* (sqrt (+ (* x x) (- (* 1 1) (* x 1)))) (/ 1 (sqrt (+ (pow x 3) (pow 1 3))))))) |
| 164.0ms | (fma (- (sqrt (- x 1))) (/ 1 (sqrt (- (* x x) (* 1 1)))) (* (sqrt (- x 1)) (/ 1 (sqrt (- (* x x) (* 1 1)))))) |
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:
| 15.0ms | (/ (- (sqrt (+ x 1)) (sqrt x)) (* (sqrt x) (sqrt (+ x 1)))) |
| 11.0ms | (- (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)))) |
| 24.0ms | (- (sqrt (+ x 1)) (sqrt x)) |
| 21.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 15.0ms | (sqrt (+ x 1)) |
106 calls. Slowest were:
| 481.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 98.0ms | (- (+ (* 1/2 x) 1) (* 1/8 (pow x 2))) |
| 82.0ms | (/ (* (* (- (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))))) |
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:
| 21.0ms | (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 15.0ms | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 10.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
4 calls. Slowest were:
| 103.0ms | (/ 1 (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x)))) |
| 78.0ms | (* (* (sqrt x) (sqrt (+ x 1))) (+ (sqrt (+ x 1)) (sqrt x))) |
| 30.0ms | (* (sqrt x) (sqrt (+ x 1))) |
| 20.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
71 calls. Slowest were:
| 375.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 172.0ms | (* (* (sqrt x) (sqrt (- (* x x) (* 1 1)))) (+ (pow (sqrt (+ x 1)) 3) (pow (sqrt x) 3))) |
| 160.0ms | (* (* (sqrt x) (sqrt (+ (pow x 3) (pow 1 3)))) (+ (pow (sqrt (+ x 1)) 3) (pow (sqrt x) 3))) |
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:
| 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:
| 70.0ms | (/ (/ 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))) |
| 20.0ms | (+ (sqrt (+ x 1)) (sqrt x)) |
102 calls. Slowest were:
| 379.0ms | (* (* (* (sqrt x) (sqrt x)) (sqrt x)) (* (* (sqrt (+ x 1)) (sqrt (+ x 1))) (sqrt (+ x 1)))) |
| 116.0ms | (- (+ (* 3/8 (/ 1 (pow x 3))) (/ 1 x)) (* 1/2 (/ 1 (pow x 2)))) |
| 73.0ms | (- (log (/ 1 (* (sqrt x) (sqrt (+ x 1))))) (log (+ (sqrt (+ x 1)) (sqrt x)))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 0.0b
0% (0.2b remaining)
Error of 0.3b against oracle of 0.0b and baseline of 0.3b