


Bits error versus t



Bits error versus l



Bits error versus Om



Bits error versus Omc
Results
Initial program 10.3
Initial simplification10.3
rmApplied add-cube-cbrt10.3
Applied associate-/l*10.3
Final simplification10.3
herbie shell --seed 2018362
(FPCore (t l Om Omc)
:name "Toniolo and Linder, Equation (2)"
(asin (sqrt (/ (- 1 (pow (/ Om Omc) 2)) (+ 1 (* 2 (pow (/ t l) 2)))))))
Time bar (total: 1.5m)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 14.5b
Found 4 expressions with local error:
| 13.4b | (sqrt (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (+ 1 (* 2 (* (/ t l) (/ t l)))))) |
| 0.5b | (asin (sqrt (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (+ 1 (* 2 (* (/ t l) (/ t l))))))) |
| 0.4b | (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (+ 1 (* 2 (* (/ t l) (/ t l))))) |
| 0.3b | (* (/ Om Omc) (/ Om Omc)) |
4 calls. Slowest were:
| 4.0ms | (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (+ 1 (* 2 (* (/ t l) (/ t l))))) |
| 3.0ms | (* (/ Om Omc) (/ Om Omc)) |
| 2.0ms | (sqrt (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (+ 1 (* 2 (* (/ t l) (/ t l)))))) |
4 calls. Slowest were:
| 104.0ms | (sqrt (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (+ 1 (* 2 (* (/ t l) (/ t l)))))) |
| 56.0ms | (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (+ 1 (* 2 (* (/ t l) (/ t l))))) |
| 13.0ms | (* (/ Om Omc) (/ Om Omc)) |
| 12.0ms | (asin (sqrt (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (+ 1 (* 2 (* (/ t l) (/ t l))))))) |
75 calls. Slowest were:
| 1.4s | (* (* (* (/ Om Omc) (/ Om Omc)) (/ Om Omc)) (* (* (/ Om Omc) (/ Om Omc)) (/ Om Omc))) |
| 507.0ms | (asin (sqrt (/ (- 1 (/ (pow Om 2) (pow Omc 2))) (+ (* 2 (/ (pow t 2) (pow l 2))) 1)))) |
| 498.0ms | (asin (sqrt (/ (- 1 (/ (pow Om 2) (pow Omc 2))) (+ (* 2 (/ (pow t 2) (pow l 2))) 1)))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 14.4b
Found 4 expressions with local error:
| 13.4b | (sqrt (/ (* (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))) (/ (+ 1 (* 2 (* (/ t l) (/ t l)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))))) |
| 0.5b | (asin (sqrt (/ (* (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))) (/ (+ 1 (* 2 (* (/ t l) (/ t l)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))))))) |
| 0.4b | (/ (* (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))) (/ (+ 1 (* 2 (* (/ t l) (/ t l)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))))) |
| 0.3b | (* (/ Om Omc) (/ Om Omc)) |
4 calls. Slowest were:
| 10.0ms | (/ (* (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))) (/ (+ 1 (* 2 (* (/ t l) (/ t l)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))))) |
| 3.0ms | (* (/ Om Omc) (/ Om Omc)) |
| 3.0ms | (sqrt (/ (* (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))) (/ (+ 1 (* 2 (* (/ t l) (/ t l)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))))) |
4 calls. Slowest were:
| 129.0ms | (sqrt (/ (* (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))) (/ (+ 1 (* 2 (* (/ t l) (/ t l)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))))) |
| 60.0ms | (/ (* (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))) (/ (+ 1 (* 2 (* (/ t l) (/ t l)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))))) |
| 22.0ms | (* (/ Om Omc) (/ Om Omc)) |
| 12.0ms | (asin (sqrt (/ (* (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))) (/ (+ 1 (* 2 (* (/ t l) (/ t l)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))))))) |
151 calls. Slowest were:
| 1.0s | (* (* (* (/ Om Omc) (/ Om Omc)) (/ Om Omc)) (* (* (/ Om Omc) (/ Om Omc)) (/ Om Omc))) |
| 773.0ms | (cbrt (+ (* 1 1) (+ (* (* (/ Om Omc) (/ Om Omc)) (* (/ Om Omc) (/ Om Omc))) (* 1 (* (/ Om Omc) (/ Om Omc)))))) |
| 529.0ms | (/ (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))) (/ (+ 1 (* 2 (* (/ t l) (/ t l)))) (cbrt (- (* 1 1) (* (* (/ Om Omc) (/ Om Omc)) (* (/ Om Omc) (/ Om Omc))))))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 14.4b
Found 4 expressions with local error:
| 13.4b | (sqrt (/ (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))) (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))))) |
| 13.3b | (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))) |
| 13.3b | (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))) |
| 0.7b | (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))) |
4 calls. Slowest were:
| 5.0ms | (sqrt (/ (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))) (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))))) |
| 4.0ms | (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))) |
| 1.0ms | (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))) |
4 calls. Slowest were:
| 128.0ms | (sqrt (/ (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))) (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))))) |
| 109.0ms | (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))) |
| 43.0ms | (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))) |
| 37.0ms | (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))) |
233 calls. Slowest were:
| 573.0ms | (sqrt (/ (/ (* (cbrt (- 1 (* (/ Om Omc) (/ Om Omc)))) (cbrt (- 1 (* (/ Om Omc) (/ Om Omc))))) (sqrt (* (cbrt (+ 1 (* 2 (* (/ t l) (/ t l))))) (cbrt (+ 1 (* 2 (* (/ t l) (/ t l)))))))) (sqrt 1))) |
| 526.0ms | (sqrt (/ (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (sqrt (+ (pow 1 3) (pow (* 2 (* (/ t l) (/ t l))) 3)))) (* (cbrt (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))) (cbrt (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))))))) |
| 522.0ms | (sqrt (/ (/ (- 1 (* (/ Om Omc) (/ Om Omc))) (sqrt (+ (pow 1 3) (pow (* 2 (* (/ t l) (/ t l))) 3)))) (sqrt (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))))) |
7 alts after pruning (5 fresh and 2 done)
Merged error: 14.4b
Found 4 expressions with local error:
| 13.3b | (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))) |
| 13.3b | (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))) |
| 13.3b | (sqrt (+ 1 (/ 2 (* (/ l t) (/ l t))))) |
| 7.9b | (sqrt (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))) |
4 calls. Slowest were:
| 4.0ms | (sqrt (+ 1 (/ 2 (* (/ l t) (/ l t))))) |
| 2.0ms | (sqrt (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))) |
| 1.0ms | (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))) |
4 calls. Slowest were:
| 154.0ms | (sqrt (sqrt (+ 1 (* 2 (* (/ t l) (/ t l)))))) |
| 61.0ms | (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))) |
| 53.0ms | (sqrt (+ 1 (* 2 (* (/ t l) (/ t l))))) |
| 42.0ms | (sqrt (+ 1 (/ 2 (* (/ l t) (/ l t))))) |
40 calls. Slowest were:
| 420.0ms | (sqrt (sqrt (+ (pow 1 3) (pow (* 2 (* (/ t l) (/ t l))) 3)))) |
| 407.0ms | (sqrt (+ (pow 1 3) (pow (* 2 (* (/ t l) (/ t l))) 3))) |
| 395.0ms | (sqrt (+ (pow 1 3) (pow (* 2 (* (/ t l) (/ t l))) 3))) |
7 alts after pruning (4 fresh and 3 done)
Merged error: 14.4b
0% (0.1b remaining)
Error of 10.3b against oracle of 10.2b and baseline of 10.3b