


Bits error versus a



Bits error versus b



Bits error versus c



Bits error versus d
Initial program 52.7
Simplified52.7
rmApplied flip--52.7
Applied associate-/l/52.7
Simplified0.5
rmApplied times-frac0.5
Simplified0.5
rmApplied pow10.5
Applied pow10.5
Applied pow-prod-down0.5
Simplified0.1
Final simplification0.1
herbie shell --seed 2019005 +o rules:numerics
(FPCore (a b c d)
:name "Cubic critical, wide range"
:pre (and (< 4.930380657631324e-32 a 2.028240960365167e+31) (< 4.930380657631324e-32 b 2.028240960365167e+31) (< 4.930380657631324e-32 c 2.028240960365167e+31))
(/ (+ (- b) (sqrt (- (* b b) (* (* 3 a) c)))) (* 3 a)))
Time bar (total: 17.5s)Debug log
1 calls. Slowest were:
| 113.0ms | (/ (+ (- b) (sqrt (- (* b b) (* (* 3 a) c)))) (* 3 a)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 52.5b
Found 4 expressions with local error:
| 24.2b | (- (sqrt (fma -3 (* c a) (* b b))) b) |
| 0.2b | (/ (- (sqrt (fma -3 (* c a) (* b b))) b) (* 3 a)) |
| 0.1b | (fma -3 (* c a) (* b b)) |
| 0.0b | (sqrt (fma -3 (* c a) (* b b))) |
4 calls. Slowest were:
| 20.0ms | (/ (- (sqrt (fma -3 (* c a) (* b b))) b) (* 3 a)) |
| 10.0ms | (- (sqrt (fma -3 (* c a) (* b b))) b) |
| 2.0ms | (sqrt (fma -3 (* c a) (* b b))) |
4 calls. Slowest were:
| 90.0ms | (/ (- (sqrt (fma -3 (* c a) (* b b))) b) (* 3 a)) |
| 66.0ms | (- (sqrt (fma -3 (* c a) (* b b))) b) |
| 64.0ms | (sqrt (fma -3 (* c a) (* b b))) |
| 47.0ms | (fma -3 (* c a) (* b b)) |
34 calls. Slowest were:
| 696.0ms | (- (* (sqrt (fma -3 (* c a) (* b b))) (sqrt (fma -3 (* c a) (* b b)))) (* b b)) |
| 124.0ms | (- (pow (sqrt (fma -3 (* c a) (* b b))) 3) (pow b 3)) |
| 82.0ms | (/ (* (* (- (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))) |
5 alts after pruning (5 fresh and 0 done)
Merged error: 0.5b
Found 4 expressions with local error:
| 0.3b | (/ (* (* a c) -3) (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 0.3b | (* (* a c) -3) |
| 0.2b | (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b)) |
| 0.1b | (fma -3 (* c a) (* b b)) |
4 calls. Slowest were:
| 16.0ms | (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b)) |
| 12.0ms | (/ (* (* a c) -3) (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 5.0ms | (* (* a c) -3) |
4 calls. Slowest were:
| 98.0ms | (/ (* (* a c) -3) (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 82.0ms | (* (* 3 a) (+ (sqrt (fma -3 (* c a) (* b b))) b)) |
| 34.0ms | (fma -3 (* c a) (* b b)) |
| 11.0ms | (* (* a c) -3) |
32 calls. Slowest were:
| 776.0ms | (/ (* (* (* (* 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)))) |
| 603.0ms | (- (log (* (* a c) -3)) (+ (log (* 3 a)) (log (+ (sqrt (fma -3 (* c a) (* b b))) b)))) |
| 559.0ms | (/ (* (* (* (* 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)))) |
9 alts after pruning (9 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) |
| 0.1b | (fma -3 (* c a) (* b b)) |
| 0.1b | (+ (sqrt (fma -3 (* c a) (* b b))) b) |
4 calls. Slowest were:
| 6.0ms | (* (* 1/3 c) (/ -3 (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 4.0ms | (+ (sqrt (fma -3 (* c a) (* b b))) b) |
| 0.0ms | (* 1/3 c) |
4 calls. Slowest were:
| 135.0ms | (* (* 1/3 c) (/ -3 (+ (sqrt (fma -3 (* c a) (* b b))) b))) |
| 60.0ms | (+ (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:
| 510.0ms | (* (* (* (* 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)))) |
| 167.0ms | (+ (* (sqrt (fma -3 (* c a) (* b b))) (sqrt (fma -3 (* c a) (* b b)))) (- (* b b) (* (sqrt (fma -3 (* c a) (* b b))) b))) |
| 114.0ms | (+ (log (* 1/3 c)) (log (/ -3 (+ (sqrt (fma -3 (* c a) (* b b))) b)))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.1b | (/ (- c) (+ b (sqrt (fma -3 (* c a) (* b b))))) |
| 0.1b | (fma -3 (* c a) (* b b)) |
| 0.1b | (+ b (sqrt (fma -3 (* c a) (* b b)))) |
| 0.0b | (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:
| 145.0ms | (/ (- c) (+ b (sqrt (fma -3 (* c a) (* b b))))) |
| 66.0ms | (sqrt (fma -3 (* c a) (* b b))) |
| 65.0ms | (+ b (sqrt (fma -3 (* c a) (* b b)))) |
| 46.0ms | (fma -3 (* c a) (* b b)) |
51 calls. Slowest were:
| 349.0ms | (/ (* (* (- 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)))))) |
| 152.0ms | (- (* 2 b) (* 3/2 (/ (* a c) b))) |
| 132.0ms | (+ (* b b) (- (* (sqrt (fma -3 (* c a) (* b b))) (sqrt (fma -3 (* c a) (* b b)))) (* b (sqrt (fma -3 (* c a) (* b b)))))) |
3 alts after pruning (2 fresh and 1 done)
Merged error: 0b
0% (0.0b remaining)
Error of 0.1b against oracle of 0.0b and baseline of 0.1b