


Bits error versus a1



Bits error versus a2



Bits error versus th
Results
Initial program 0.5
rmApplied associate-*l/0.5
rmApplied add-sqr-sqrt0.5
Applied associate-/r*0.5
rmApplied *-un-lft-identity0.5
Applied sqrt-prod0.5
Applied div-inv0.5
Applied times-frac0.5
Applied associate-*l*0.5
Simplified0.5
Final simplification0.5
herbie shell --seed 2018365 +o rules:numerics
(FPCore (a1 a2 th)
:name "Migdal et al, Equation (64)"
(+ (* (/ (cos th) (sqrt 2)) (* a1 a1)) (* (/ (cos th) (sqrt 2)) (* a2 a2))))
Time bar (total: 43.1s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 0.5b
Found 4 expressions with local error:
| 0.7b | (/ (cos th) (sqrt 2)) |
| 0.7b | (/ (cos th) (sqrt 2)) |
| 0.3b | (* (/ (cos th) (sqrt 2)) (* a2 a2)) |
| 0.2b | (* (/ (cos th) (sqrt 2)) (* a1 a1)) |
4 calls. Slowest were:
| 10.0ms | (* (/ (cos th) (sqrt 2)) (* a1 a1)) |
| 5.0ms | (* (/ (cos th) (sqrt 2)) (* a2 a2)) |
| 3.0ms | (/ (cos th) (sqrt 2)) |
4 calls. Slowest were:
| 97.0ms | (* (/ (cos th) (sqrt 2)) (* a1 a1)) |
| 71.0ms | (* (/ (cos th) (sqrt 2)) (* a2 a2)) |
| 36.0ms | (/ (cos th) (sqrt 2)) |
| 32.0ms | (/ (cos th) (sqrt 2)) |
98 calls. Slowest were:
| 471.0ms | (* (* (* (/ (cos th) (sqrt 2)) (/ (cos th) (sqrt 2))) (/ (cos th) (sqrt 2))) (* (* (* a1 a1) (* a1 a1)) (* a1 a1))) |
| 406.0ms | (* (* (* (/ (cos th) (sqrt 2)) (/ (cos th) (sqrt 2))) (/ (cos th) (sqrt 2))) (* (* (* a2 a2) (* a2 a2)) (* a2 a2))) |
| 344.0ms | (- (/ (pow a2 2) (sqrt 2)) (* 1/2 (/ (* (pow a2 2) (pow th 2)) (sqrt 2)))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.7b | (/ (cos th) (sqrt 2)) |
| 0.3b | (/ (* (cos th) (* a2 a2)) (sqrt 2)) |
| 0.2b | (* (/ (cos th) (sqrt 2)) (* a1 a1)) |
| 0.1b | (* (cos th) (* a2 a2)) |
4 calls. Slowest were:
| 10.0ms | (* (/ (cos th) (sqrt 2)) (* a1 a1)) |
| 7.0ms | (/ (cos th) (sqrt 2)) |
| 7.0ms | (* (cos th) (* a2 a2)) |
4 calls. Slowest were:
| 79.0ms | (* (/ (cos th) (sqrt 2)) (* a1 a1)) |
| 75.0ms | (/ (* (cos th) (* a2 a2)) (sqrt 2)) |
| 55.0ms | (* (cos th) (* a2 a2)) |
| 48.0ms | (/ (cos th) (sqrt 2)) |
74 calls. Slowest were:
| 427.0ms | (* (* (* (/ (cos th) (sqrt 2)) (/ (cos th) (sqrt 2))) (/ (cos th) (sqrt 2))) (* (* (* a1 a1) (* a1 a1)) (* a1 a1))) |
| 425.0ms | (- (pow a2 2) (* 1/2 (* (pow a2 2) (pow th 2)))) |
| 328.0ms | (/ (* (* (cos th) (cos th)) (cos th)) (* (* (sqrt 2) (sqrt 2)) (sqrt 2))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.6b | (/ (/ (cos th) (sqrt (sqrt 2))) (sqrt (sqrt 2))) |
| 0.6b | (/ (cos th) (sqrt (sqrt 2))) |
| 0.3b | (/ (* (cos th) (* a2 a2)) (sqrt 2)) |
| 0.2b | (* (/ (/ (cos th) (sqrt (sqrt 2))) (sqrt (sqrt 2))) (* a1 a1)) |
4 calls. Slowest were:
| 21.0ms | (* (/ (/ (cos th) (sqrt (sqrt 2))) (sqrt (sqrt 2))) (* a1 a1)) |
| 12.0ms | (/ (* (cos th) (* a2 a2)) (sqrt 2)) |
| 7.0ms | (/ (/ (cos th) (sqrt (sqrt 2))) (sqrt (sqrt 2))) |
4 calls. Slowest were:
| 104.0ms | (* (/ (/ (cos th) (sqrt (sqrt 2))) (sqrt (sqrt 2))) (* a1 a1)) |
| 83.0ms | (/ (cos th) (sqrt (sqrt 2))) |
| 77.0ms | (/ (* (cos th) (* a2 a2)) (sqrt 2)) |
| 54.0ms | (/ (/ (cos th) (sqrt (sqrt 2))) (sqrt (sqrt 2))) |
511 calls. Slowest were:
| 720.0ms | (* (* (* (/ (/ (cos th) (sqrt (sqrt 2))) (sqrt (sqrt 2))) (/ (/ (cos th) (sqrt (sqrt 2))) (sqrt (sqrt 2)))) (/ (/ (cos th) (sqrt (sqrt 2))) (sqrt (sqrt 2)))) (* (* (* a1 a1) (* a1 a1)) (* a1 a1))) |
| 532.0ms | (/ (/ (* (cbrt (cos th)) (cbrt (cos th))) (sqrt 1)) (* (cbrt (sqrt (sqrt 2))) (cbrt (sqrt (sqrt 2))))) |
| 532.0ms | (/ (* (* (/ (cos th) (sqrt (sqrt 2))) (/ (cos th) (sqrt (sqrt 2)))) (/ (cos th) (sqrt (sqrt 2)))) (* (* (sqrt (sqrt 2)) (sqrt (sqrt 2))) (sqrt (sqrt 2)))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 1.0b | (/ 1 (sqrt (sqrt 2))) |
| 0.3b | (* (/ 1 (sqrt (sqrt 2))) (* (/ (/ (cos th) (sqrt (sqrt (sqrt 2)))) (sqrt (sqrt (sqrt 2)))) (* a1 a1))) |
| 0.3b | (/ (* (cos th) (* a2 a2)) (sqrt 2)) |
| 0.2b | (/ (cos th) (sqrt (sqrt (sqrt 2)))) |
4 calls. Slowest were:
| 22.0ms | (* (/ 1 (sqrt (sqrt 2))) (* (/ (/ (cos th) (sqrt (sqrt (sqrt 2)))) (sqrt (sqrt (sqrt 2)))) (* a1 a1))) |
| 7.0ms | (/ (* (cos th) (* a2 a2)) (sqrt 2)) |
| 4.0ms | (/ (cos th) (sqrt (sqrt (sqrt 2)))) |
4 calls. Slowest were:
| 335.0ms | (/ (cos th) (sqrt (sqrt (sqrt 2)))) |
| 98.0ms | (* (/ 1 (sqrt (sqrt 2))) (* (/ (/ (cos th) (sqrt (sqrt (sqrt 2)))) (sqrt (sqrt (sqrt 2)))) (* a1 a1))) |
| 96.0ms | (/ (* (cos th) (* a2 a2)) (sqrt 2)) |
| 0.0ms | (/ 1 (sqrt (sqrt 2))) |
120 calls. Slowest were:
| 428.0ms | (+ (log (/ 1 (sqrt (sqrt 2)))) (log (* (/ (/ (cos th) (sqrt (sqrt (sqrt 2)))) (sqrt (sqrt (sqrt 2)))) (* a1 a1)))) |
| 406.0ms | (* 1 (* (/ (/ (cos th) (sqrt (sqrt (sqrt 2)))) (sqrt (sqrt (sqrt 2)))) (* a1 a1))) |
| 393.0ms | (+ (- (log (sqrt (sqrt 2)))) (+ (log (/ (/ (cos th) (sqrt (sqrt (sqrt 2)))) (sqrt (sqrt (sqrt 2))))) (log (* a1 a1)))) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0b
0% (0.4b remaining)
Error of 0.5b against oracle of 0.0b and baseline of 0.5b