


Bits error versus a



Bits error versus b
Results
Initial program 14.5
Simplified0.3
rmApplied associate-*l/0.3
Simplified0.3
rmApplied div-inv0.3
Applied div-inv0.3
Applied distribute-lft-out--0.3
Applied times-frac0.3
Simplified0.3
Final simplification0.3
herbie shell --seed 2019007
(FPCore (a b)
:name "NMSE Section 6.1 mentioned, B"
(* (* (/ PI 2) (/ 1 (- (* b b) (* a a)))) (- (/ 1 a) (/ 1 b))))
Time bar (total: 29.7s)Debug log
1 calls. Slowest were:
| 372.0ms | (* (* (/ PI 2) (/ 1 (- (* b b) (* a a)))) (- (/ 1 a) (/ 1 b))) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 0.3b | (/ (- (/ 1 a) (/ 1 b)) (- b a)) |
| 0.2b | (/ (/ PI 2) (+ a b)) |
| 0.1b | (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ (/ PI 2) (+ a b))) |
| 0.0b | (- (/ 1 a) (/ 1 b)) |
4 calls. Slowest were:
| 22.0ms | (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ (/ PI 2) (+ a b))) |
| 17.0ms | (/ (- (/ 1 a) (/ 1 b)) (- b a)) |
| 6.0ms | (- (/ 1 a) (/ 1 b)) |
4 calls. Slowest were:
| 87.0ms | (/ (/ PI 2) (+ a b)) |
| 84.0ms | (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ (/ PI 2) (+ a b))) |
| 27.0ms | (/ (- (/ 1 a) (/ 1 b)) (- b a)) |
| 14.0ms | (- (/ 1 a) (/ 1 b)) |
176 calls. Slowest were:
| 852.0ms | (+ (- (log (- (/ 1 a) (/ 1 b))) (log (- b a))) (- (log (/ PI 2)) (log (+ a b)))) |
| 381.0ms | (/ (* (* (/ PI 2) (/ PI 2)) (/ PI 2)) (* (* (+ a b) (+ a b)) (+ a b))) |
| 352.0ms | (+ (log (/ (- (/ 1 a) (/ 1 b)) (- b a))) (- (log (/ PI 2)) (log (+ a b)))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.5b | (/ (- (/ PI a) (/ PI b)) (* (+ a b) 2)) |
| 0.3b | (/ PI a) |
| 0.2b | (/ PI b) |
| 0.1b | (/ (/ (- (/ PI a) (/ PI b)) (* (+ a b) 2)) (- b a)) |
4 calls. Slowest were:
| 19.0ms | (/ (/ (- (/ PI a) (/ PI b)) (* (+ a b) 2)) (- b a)) |
| 10.0ms | (/ (- (/ PI a) (/ PI b)) (* (+ a b) 2)) |
| 0.0ms | (/ PI a) |
4 calls. Slowest were:
| 84.0ms | (/ (/ (- (/ PI a) (/ PI b)) (* (+ a b) 2)) (- b a)) |
| 78.0ms | (/ (- (/ PI a) (/ PI b)) (* (+ a b) 2)) |
| 56.0ms | (/ PI a) |
| 54.0ms | (/ PI b) |
129 calls. Slowest were:
| 330.0ms | (- (log (/ (- (/ PI a) (/ PI b)) (* (+ a b) 2))) (log (- b a))) |
| 301.0ms | (/ (/ (- (/ PI a) (/ PI b)) (* (+ a b) 2)) (sqrt (- b a))) |
| 296.0ms | (/ (- (/ PI a) (/ PI b)) (* (- (* a a) (* b b)) 2)) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.3b | (* (/ PI (+ a b)) (- (/ 1/2 a) (/ 1/2 b))) |
| 0.2b | (/ PI (+ a b)) |
| 0.1b | (/ (* (/ PI (+ a b)) (- (/ 1/2 a) (/ 1/2 b))) (- b a)) |
| 0.0b | (- (/ 1/2 a) (/ 1/2 b)) |
4 calls. Slowest were:
| 20.0ms | (* (/ PI (+ a b)) (- (/ 1/2 a) (/ 1/2 b))) |
| 19.0ms | (/ (* (/ PI (+ a b)) (- (/ 1/2 a) (/ 1/2 b))) (- b a)) |
| 6.0ms | (- (/ 1/2 a) (/ 1/2 b)) |
4 calls. Slowest were:
| 99.0ms | (/ (* (/ PI (+ a b)) (- (/ 1/2 a) (/ 1/2 b))) (- b a)) |
| 71.0ms | (* (/ PI (+ a b)) (- (/ 1/2 a) (/ 1/2 b))) |
| 36.0ms | (/ PI (+ a b)) |
| 25.0ms | (- (/ 1/2 a) (/ 1/2 b)) |
74 calls. Slowest were:
| 354.0ms | (* PI (- (pow (/ 1/2 a) 3) (pow (/ 1/2 b) 3))) |
| 297.0ms | (* PI (- (pow (/ 1/2 a) 3) (pow (/ 1/2 b) 3))) |
| 281.0ms | (- (+ (log (/ PI (+ a b))) (log (- (/ 1/2 a) (/ 1/2 b)))) (log (- b a))) |
6 alts after pruning (5 fresh and 1 done)
Merged error: 0b
Found 3 expressions with local error:
| 0.4b | (/ 1 (* a b)) |
| 0.2b | (/ (/ PI 2) (+ a b)) |
| 0.1b | (* (/ 1 (* a b)) (/ (/ PI 2) (+ a b))) |
3 calls. Slowest were:
| 11.0ms | (* (/ 1 (* a b)) (/ (/ PI 2) (+ a b))) |
| 3.0ms | (/ (/ PI 2) (+ a b)) |
| 1.0ms | (/ 1 (* a b)) |
3 calls. Slowest were:
| 97.0ms | (* (/ 1 (* a b)) (/ (/ PI 2) (+ a b))) |
| 58.0ms | (/ (/ PI 2) (+ a b)) |
| 13.0ms | (/ 1 (* a b)) |
74 calls. Slowest were:
| 403.0ms | (+ (log (/ 1 (* a b))) (- (log (/ PI 2)) (log (+ a b)))) |
| 345.0ms | (+ (- (log (* a b))) (- (log (/ PI 2)) (log (+ a b)))) |
| 332.0ms | (/ (* (* (/ PI 2) (/ PI 2)) (/ PI 2)) (* (* (+ a b) (+ a b)) (+ a b))) |
6 alts after pruning (4 fresh and 2 done)
Merged error: 0b
0% (0.2b remaining)
Error of 0.3b against oracle of 0.0b and baseline of 0.3b