


Bits error versus a



Bits error versus b
Results
Initial program 13.9
Simplified0.3
rmApplied *-un-lft-identity0.3
Applied div-inv0.3
Applied times-frac0.3
Applied associate-*r*0.3
Simplified0.3
Taylor expanded around 0 0.3
Final simplification0.3
herbie shell --seed 2019004
(FPCore (a b)
:name "NMSE Section 6.1 mentioned, B"
(* (* (/ PI 2) (/ 1 (- (* b b) (* a a)))) (- (/ 1 a) (/ 1 b))))
Time bar (total: 24.8s)Debug log
1 calls. Slowest were:
| 315.0ms | (* (* (/ 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 | (/ (/ PI 2) (+ a b)) |
| 0.2b | (/ (- (/ 1 a) (/ 1 b)) (- b a)) |
| 0.2b | (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ (/ PI 2) (+ a b))) |
| 0.0b | (- (/ 1 a) (/ 1 b)) |
4 calls. Slowest were:
| 11.0ms | (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ (/ PI 2) (+ a b))) |
| 9.0ms | (/ (- (/ 1 a) (/ 1 b)) (- b a)) |
| 7.0ms | (- (/ 1 a) (/ 1 b)) |
4 calls. Slowest were:
| 83.0ms | (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ (/ PI 2) (+ a b))) |
| 73.0ms | (/ (/ PI 2) (+ a b)) |
| 16.0ms | (/ (- (/ 1 a) (/ 1 b)) (- b a)) |
| 8.0ms | (- (/ 1 a) (/ 1 b)) |
176 calls. Slowest were:
| 879.0ms | (+ (- (log (- (/ 1 a) (/ 1 b))) (log (- b a))) (- (log (/ PI 2)) (log (+ a b)))) |
| 325.0ms | (+ (log (/ (- (/ 1 a) (/ 1 b)) (- b a))) (- (log (/ PI 2)) (log (+ a b)))) |
| 277.0ms | (/ (* (* (/ PI 2) (/ PI 2)) (/ PI 2)) (* (* (+ a b) (+ a b)) (+ a b))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.3b | (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ PI 1)) |
| 0.2b | (/ (- (/ 1 a) (/ 1 b)) (- b a)) |
| 0.2b | (* (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ PI 1)) (/ 1/2 (+ a b))) |
| 0.0b | (- (/ 1 a) (/ 1 b)) |
4 calls. Slowest were:
| 22.0ms | (* (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ PI 1)) (/ 1/2 (+ a b))) |
| 10.0ms | (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ PI 1)) |
| 9.0ms | (/ (- (/ 1 a) (/ 1 b)) (- b a)) |
4 calls. Slowest were:
| 89.0ms | (* (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ PI 1)) (/ 1/2 (+ a b))) |
| 43.0ms | (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ PI 1)) |
| 19.0ms | (/ (- (/ 1 a) (/ 1 b)) (- b a)) |
| 8.0ms | (- (/ 1 a) (/ 1 b)) |
149 calls. Slowest were:
| 579.0ms | (* (* (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) (/ (- (/ 1 a) (/ 1 b)) (- b a))) (/ (- (/ 1 a) (/ 1 b)) (- b a))) (* (* (/ PI 1) (/ PI 1)) (/ PI 1))) |
| 472.0ms | (* (* (/ (- (/ 1 a) (/ 1 b)) (- b a)) PI) (/ 1/2 (+ a b))) |
| 362.0ms | (+ (+ (log (/ (- (/ 1 a) (/ 1 b)) (- b a))) (log (/ PI 1))) (log (/ 1/2 (+ a b)))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0b
Found 3 expressions with local error:
| 0.5b | (/ PI (* a b)) |
| 0.2b | (* (/ PI (* a b)) (/ 1/2 (+ a b))) |
| 0.0b | (/ 1/2 (+ a b)) |
3 calls. Slowest were:
| 7.0ms | (* (/ PI (* a b)) (/ 1/2 (+ a b))) |
| 1.0ms | (/ 1/2 (+ a b)) |
| 1.0ms | (/ PI (* a b)) |
3 calls. Slowest were:
| 75.0ms | (* (/ PI (* a b)) (/ 1/2 (+ a b))) |
| 30.0ms | (/ 1/2 (+ a b)) |
| 28.0ms | (/ PI (* a b)) |
29 calls. Slowest were:
| 217.0ms | (* (/ PI (* a b)) (/ 1/2 (+ a b))) |
| 196.0ms | (+ (log (/ PI (* a b))) (log (/ 1/2 (+ a b)))) |
| 121.0ms | (* (* (* (/ PI (* a b)) (/ PI (* a b))) (/ PI (* a b))) (* (* (/ 1/2 (+ a b)) (/ 1/2 (+ a b))) (/ 1/2 (+ a b)))) |
7 alts after pruning (5 fresh and 2 done)
Merged error: 0b
Found 3 expressions with local error:
| 0.5b | (/ 1 (* a b)) |
| 0.3b | (/ (/ PI 2) (+ a b)) |
| 0.2b | (* (/ 1 (* a b)) (/ (/ PI 2) (+ a b))) |
3 calls. Slowest were:
| 12.0ms | (* (/ 1 (* a b)) (/ (/ PI 2) (+ a b))) |
| 6.0ms | (/ (/ PI 2) (+ a b)) |
| 1.0ms | (/ 1 (* a b)) |
3 calls. Slowest were:
| 88.0ms | (* (/ 1 (* a b)) (/ (/ PI 2) (+ a b))) |
| 85.0ms | (/ (/ PI 2) (+ a b)) |
| 13.0ms | (/ 1 (* a b)) |
74 calls. Slowest were:
| 433.0ms | (+ (log (/ 1 (* a b))) (- (log (/ PI 2)) (log (+ a b)))) |
| 397.0ms | (/ (* (* (/ PI 2) (/ PI 2)) (/ PI 2)) (* (* (+ a b) (+ a b)) (+ a b))) |
| 349.0ms | (+ (- (log (* a b))) (- (log (/ PI 2)) (log (+ a b)))) |
7 alts after pruning (4 fresh and 3 done)
Merged error: 0b
0% (0.2b remaining)
Error of 0.3b against oracle of 0.0b and baseline of 0.3b