


Bits error versus a



Bits error versus b
Results
Initial program 14.6
Simplified9.8
rmApplied *-un-lft-identity9.8
Applied times-frac0.3
Simplified0.3
rmApplied *-un-lft-identity0.3
Applied div-inv0.3
Applied div-inv0.3
Applied distribute-lft-out--0.3
Applied times-frac0.3
Simplified0.3
Simplified0.3
rmApplied associate-*l/0.3
Simplified0.3
Final simplification0.3
herbie shell --seed 2019008 +o rules:numerics
(FPCore (a b)
:name "NMSE Section 6.1 mentioned, B"
(* (* (/ PI 2) (/ 1 (- (* b b) (* a a)))) (- (/ 1 a) (/ 1 b))))
Time bar (total: 30.9s)Debug log
1 calls. Slowest were:
| 391.0ms | (* (* (/ PI 2) (/ 1 (- (* b b) (* a a)))) (- (/ 1 a) (/ 1 b))) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 10.7b
Found 3 expressions with local error:
| 10.8b | (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (* (+ a b) (- b a))) |
| 0.2b | (/ (/ PI 2) a) |
| 0.2b | (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) |
3 calls. Slowest were:
| 10.0ms | (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (* (+ a b) (- b a))) |
| 5.0ms | (/ (/ PI 2) a) |
| 0.0ms | (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) |
3 calls. Slowest were:
| 120.0ms | (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (* (+ a b) (- b a))) |
| 63.0ms | (/ (/ PI 2) a) |
| 61.0ms | (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) |
32 calls. Slowest were:
| 692.0ms | (* (+ (* a a) (- (* b b) (* a b))) (+ (* b b) (+ (* a a) (* b a)))) |
| 269.0ms | (- (log (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a))) (log (* (+ a b) (- b a)))) |
| 204.0ms | (* (- a b) (+ (* b b) (+ (* a a) (* b a)))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 0.2b | (/ (/ PI 2) a) |
| 0.2b | (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (+ a b)) |
| 0.2b | (/ (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (+ a b)) (- b a)) |
| 0.2b | (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) |
4 calls. Slowest were:
| 12.0ms | (/ (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (+ a b)) (- b a)) |
| 7.0ms | (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (+ a b)) |
| 5.0ms | (/ (/ PI 2) a) |
4 calls. Slowest were:
| 112.0ms | (/ (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (+ a b)) (- b a)) |
| 92.0ms | (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (+ a b)) |
| 77.0ms | (/ (/ PI 2) a) |
| 62.0ms | (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) |
155 calls. Slowest were:
| 358.0ms | (/ (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (- (* a a) (* b b))) (* (cbrt (- b a)) (cbrt (- b a)))) |
| 355.0ms | (/ (/ (* (cbrt (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a))) (cbrt (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)))) (* (cbrt (+ a b)) (cbrt (+ a b)))) 1) |
| 297.0ms | (/ (/ (fma (/ PI 2) (/ -1 b) (/ (/ PI 2) a)) (- (* a a) (* b b))) 1) |
13 alts after pruning (12 fresh and 1 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.3b | (/ PI (* 2 b)) |
| 0.2b | (* (/ 1 (+ a b)) (/ (- (/ PI (* a 2)) (/ PI (* 2 b))) (- b a))) |
| 0.2b | (/ (- (/ PI (* a 2)) (/ PI (* 2 b))) (- b a)) |
| 0.2b | (/ PI (* a 2)) |
4 calls. Slowest were:
| 13.0ms | (/ (- (/ PI (* a 2)) (/ PI (* 2 b))) (- b a)) |
| 11.0ms | (* (/ 1 (+ a b)) (/ (- (/ PI (* a 2)) (/ PI (* 2 b))) (- b a))) |
| 0.0ms | (/ PI (* 2 b)) |
4 calls. Slowest were:
| 97.0ms | (* (/ 1 (+ a b)) (/ (- (/ PI (* a 2)) (/ PI (* 2 b))) (- b a))) |
| 66.0ms | (/ (- (/ PI (* a 2)) (/ PI (* 2 b))) (- b a)) |
| 64.0ms | (/ PI (* a 2)) |
| 60.0ms | (/ PI (* 2 b)) |
101 calls. Slowest were:
| 273.0ms | (/ (* (* (- (/ PI (* a 2)) (/ PI (* 2 b))) (- (/ PI (* a 2)) (/ PI (* 2 b)))) (- (/ PI (* a 2)) (/ PI (* 2 b)))) (* (* (- b a) (- b a)) (- b a))) |
| 237.0ms | (+ (log (/ 1 (+ a b))) (log (/ (- (/ PI (* a 2)) (/ PI (* 2 b))) (- b a)))) |
| 232.0ms | (- (pow (/ PI (* a 2)) 3) (pow (/ PI (* 2 b)) 3)) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.3b | (* PI (/ (- (/ 1 (* 2 a)) (/ 1/2 b)) (- b a))) |
| 0.3b | (/ (- (/ 1 (* 2 a)) (/ 1/2 b)) (- b a)) |
| 0.2b | (* (/ 1 (+ a b)) (* PI (/ (- (/ 1 (* 2 a)) (/ 1/2 b)) (- b a)))) |
| 0.0b | (/ 1 (+ a b)) |
4 calls. Slowest were:
| 25.0ms | (/ (- (/ 1 (* 2 a)) (/ 1/2 b)) (- b a)) |
| 21.0ms | (* (/ 1 (+ a b)) (* PI (/ (- (/ 1 (* 2 a)) (/ 1/2 b)) (- b a)))) |
| 13.0ms | (* PI (/ (- (/ 1 (* 2 a)) (/ 1/2 b)) (- b a))) |
4 calls. Slowest were:
| 78.0ms | (* PI (/ (- (/ 1 (* 2 a)) (/ 1/2 b)) (- b a))) |
| 69.0ms | (* (/ 1 (+ a b)) (* PI (/ (- (/ 1 (* 2 a)) (/ 1/2 b)) (- b a)))) |
| 29.0ms | (/ (- (/ 1 (* 2 a)) (/ 1/2 b)) (- b a)) |
| 27.0ms | (/ 1 (+ a b)) |
106 calls. Slowest were:
| 378.0ms | (- (* 1 b) (* (* 2 a) 1/2)) |
| 253.0ms | (+ (log (/ 1 (+ a b))) (log (* PI (/ (- (/ 1 (* 2 a)) (/ 1/2 b)) (- b a))))) |
| 252.0ms | (- (* (/ 1 (* 2 a)) (/ 1 (* 2 a))) (* (/ 1/2 b) (/ 1/2 b))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0b
0% (0.2b remaining)
Error of 0.3b against oracle of 0.0b and baseline of 0.3b