


Bits error versus a



Bits error versus b



Bits error versus c



Bits error versus d
Initial program 28.7
Initial simplification28.7
rmApplied flip--28.7
Applied associate-/l/28.7
Simplified0.6
rmApplied times-frac0.6
Simplified0.5
rmApplied pow10.5
Applied pow10.5
Applied pow-prod-down0.5
Simplified0.3
rmApplied add-cbrt-cube0.4
Final simplification0.4
herbie shell --seed 2018362 +o rules:numerics
(FPCore (a b c d)
:name "Cubic critical, narrow range"
:pre (and (< 1.0536712127723509e-08 a 94906265.62425156) (< 1.0536712127723509e-08 b 94906265.62425156) (< 1.0536712127723509e-08 c 94906265.62425156))
(/ (+ (- b) (sqrt (- (* b b) (* (* 3 a) c)))) (* 3 a)))
Time bar (total: 13.6s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 29.0b
Found 4 expressions with local error:
| 28.8b | (- (sqrt (fma -3 (* c a) (* b b))) b) |
| 0.4b | (/ (- (sqrt (fma -3 (* c a) (* b b))) b) (* 3 a)) |
| 0.2b | (fma -3 (* c a) (* b b)) |
| 0.1b | (sqrt (fma -3 (* c a) (* b b))) |
4 calls. Slowest were:
| 10.0ms | (/ (- (sqrt (fma -3 (* c a) (* b b))) b) (* 3 a)) |
| 5.0ms | (- (sqrt (fma -3 (* c a) (* b b))) b) |
| 1.0ms | (sqrt (fma -3 (* c a) (* b b))) |
4 calls. Slowest were:
| 72.0ms | (- (sqrt (fma -3 (* c a) (* b b))) b) |
| 53.0ms | (/ (- (sqrt (fma -3 (* c a) (* b b))) b) (* 3 a)) |
| 53.0ms | (sqrt (fma -3 (* c a) (* b b))) |
| 44.0ms | (fma -3 (* c a) (* b b)) |
34 calls. Slowest were:
| 735.0ms | (- (* (sqrt (fma -3 (* c a) (* b b))) (sqrt (fma -3 (* c a) (* b b)))) (* b b)) |
| 104.0ms | (- (pow (sqrt (fma -3 (* c a) (* b b))) 3) (pow b 3)) |
| 95.0ms | (/ (* (* (- (sqrt (fma -3 (* c a) (* b b))) b) (- (sqrt (fma -3 (* c a) (* b b))) b)) (- (sqrt (fma -3 (* c a) (* b b))) b)) (* (* (* 3 a) (* 3 a)) (* 3 a))) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0.6b
Found 4 expressions with local error:
| 0.4b | (/ (* (* a c) -3) (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 0.4b | (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b)) |
| 0.3b | (* (* a c) -3) |
| 0.2b | (fma -3 (* c a) (* b b)) |
4 calls. Slowest were:
| 18.0ms | (/ (* (* a c) -3) (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 16.0ms | (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b)) |
| 4.0ms | (* (* a c) -3) |
4 calls. Slowest were:
| 132.0ms | (/ (* (* a c) -3) (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 75.0ms | (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b)) |
| 29.0ms | (fma -3 (* c a) (* b b)) |
| 11.0ms | (* (* a c) -3) |
32 calls. Slowest were:
| 732.0ms | (- (log (* (* a c) -3)) (+ (log (* 3 a)) (log (+ (sqrt (fma -3 (* c a) (* b b))) b)))) |
| 658.0ms | (/ (* (* (* (* a c) -3) (* (* a c) -3)) (* (* a c) -3)) (* (* (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b)) (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b))) (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b)))) |
| 550.0ms | (/ (* (* (* (* a c) -3) (* (* a c) -3)) (* (* a c) -3)) (* (* (* (* 3 a) (* 3 a)) (* 3 a)) (* (* (+ (sqrt (fma -3 (* c a) (* b b))) b) (+ (sqrt (fma -3 (* c a) (* b b))) b)) (+ (sqrt (fma -3 (* c a) (* b b))) b)))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.3b | (* (* 1/3 c) (/ -3 (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 0.3b | (* 1/3 c) |
| 0.2b | (fma -3 (* c a) (* b b)) |
| 0.2b | (+ (sqrt (fma -3 (* c a) (* b b))) b) |
4 calls. Slowest were:
| 8.0ms | (* (* 1/3 c) (/ -3 (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 8.0ms | (+ (sqrt (fma -3 (* c a) (* b b))) b) |
| 0.0ms | (* 1/3 c) |
4 calls. Slowest were:
| 152.0ms | (* (* 1/3 c) (/ -3 (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 80.0ms | (+ (sqrt (fma -3 (* c a) (* b b))) b) |
| 48.0ms | (fma -3 (* c a) (* b b)) |
| 12.0ms | (* 1/3 c) |
27 calls. Slowest were:
| 539.0ms | (* (* (* (* 1/3 c) (* 1/3 c)) (* 1/3 c)) (* (* (/ -3 (+ (sqrt (fma -3 (* c a) (* b b))) b)) (/ -3 (+ (sqrt (fma -3 (* c a) (* b b))) b))) (/ -3 (+ (sqrt (fma -3 (* c a) (* b b))) b)))) |
| 195.0ms | (+ (* (sqrt (fma -3 (* c a) (* b b))) (sqrt (fma -3 (* c a) (* b b)))) (- (* b b) (* (sqrt (fma -3 (* c a) (* b b))) b))) |
| 104.0ms | (+ (log (* 1/3 c)) (log (/ -3 (+ (sqrt (fma -3 (* c a) (* b b))) b)))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.2b | (/ (- c) (+ b (sqrt (fma -3 (* c a) (* b b))))) |
| 0.2b | (fma -3 (* c a) (* b b)) |
| 0.2b | (+ b (sqrt (fma -3 (* c a) (* b b)))) |
| 0.1b | (sqrt (fma -3 (* c a) (* b b))) |
4 calls. Slowest were:
| 4.0ms | (/ (- c) (+ b (sqrt (fma -3 (* c a) (* b b))))) |
| 1.0ms | (+ b (sqrt (fma -3 (* c a) (* b b)))) |
| 1.0ms | (sqrt (fma -3 (* c a) (* b b))) |
4 calls. Slowest were:
| 139.0ms | (/ (- c) (+ b (sqrt (fma -3 (* c a) (* b b))))) |
| 45.0ms | (sqrt (fma -3 (* c a) (* b b))) |
| 42.0ms | (+ b (sqrt (fma -3 (* c a) (* b b)))) |
| 29.0ms | (fma -3 (* c a) (* b b)) |
51 calls. Slowest were:
| 361.0ms | (/ (* (* (- c) (- c)) (- c)) (* (* (+ b (sqrt (fma -3 (* c a) (* b b)))) (+ b (sqrt (fma -3 (* c a) (* b b))))) (+ b (sqrt (fma -3 (* c a) (* b b)))))) |
| 153.0ms | (- (* 2 b) (* 3/2 (/ (* a c) b))) |
| 142.0ms | (+ (* b b) (- (* (sqrt (fma -3 (* c a) (* b b))) (sqrt (fma -3 (* c a) (* b b)))) (* b (sqrt (fma -3 (* c a) (* b b)))))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0b
0% (0.4b remaining)
Error of 0.4b against oracle of 0.0b and baseline of 0.4b