



Bits error versus a1




Bits error versus a2




Bits error versus b1




Bits error versus b2
Results
| Original | 11.5 |
|---|---|
| Target | 10.4 |
| Herbie | 2.6 |
if (/ (* a1 a2) (* b1 b2)) < -inf.0 or -2.3932614315738574e-232 < (/ (* a1 a2) (* b1 b2)) < -0.0Initial program 17.2
rmApplied associate-/r*9.6
rmApplied div-inv9.6
Applied associate-/l*17.2
rmApplied associate-/r/17.2
Applied times-frac4.4
Simplified4.4
if -inf.0 < (/ (* a1 a2) (* b1 b2)) < -2.3932614315738574e-232 or -0.0 < (/ (* a1 a2) (* b1 b2)) < 2.689807433743198e+291Initial program 0.8
if 2.689807433743198e+291 < (/ (* a1 a2) (* b1 b2)) Initial program 57.7
rmApplied times-frac6.6
Final simplification2.6
herbie shell --seed 2018362 +o rules:numerics
(FPCore (a1 a2 b1 b2)
:name "Quotient of products"
:herbie-target
(* (/ a1 b1) (/ a2 b2))
(/ (* a1 a2) (* b1 b2)))
Time bar (total: 3.9s)Debug log
2 alts after pruning (2 fresh and 0 done)
Merged error: 1.6b
Found 1 expressions with local error:
| 9.9b | (/ (* a1 a2) (* b1 b2)) |
1 calls. Slowest were:
| 3.0ms | (/ (* a1 a2) (* b1 b2)) |
1 calls. Slowest were:
| 20.0ms | (/ (* a1 a2) (* b1 b2)) |
7 calls. Slowest were:
| 162.0ms | (/ (* (* (* a1 a2) (* a1 a2)) (* a1 a2)) (* (* (* b1 b2) (* b1 b2)) (* b1 b2))) |
| 94.0ms | (- (log (* a1 a2)) (log (* b1 b2))) |
| 33.0ms | (/ (* a1 a2) (* b2 b1)) |
9 alts after pruning (8 fresh and 1 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 6.2b | (/ a1 (/ (* b1 b2) a2)) |
| 4.3b | (/ (* b1 b2) a2) |
2 calls. Slowest were:
| 4.0ms | (/ (* b1 b2) a2) |
| 1.0ms | (/ a1 (/ (* b1 b2) a2)) |
2 calls. Slowest were:
| 26.0ms | (/ a1 (/ (* b1 b2) a2)) |
| 19.0ms | (/ (* b1 b2) a2) |
10 calls. Slowest were:
| 36.0ms | (/ (* a1 a2) (* b2 b1)) |
| 34.0ms | (/ (* a1 a2) (* b2 b1)) |
| 20.0ms | (/ (* a1 a2) (* b2 b1)) |
8 alts after pruning (7 fresh and 1 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 6.3b | (/ (* a1 a2) b1) |
| 5.1b | (/ (/ (* a1 a2) b1) b2) |
2 calls. Slowest were:
| 4.0ms | (/ (/ (* a1 a2) b1) b2) |
| 2.0ms | (/ (* a1 a2) b1) |
2 calls. Slowest were:
| 21.0ms | (/ (/ (* a1 a2) b1) b2) |
| 15.0ms | (/ (* a1 a2) b1) |
10 calls. Slowest were:
| 28.0ms | (/ (* a1 a2) (* b2 b1)) |
| 20.0ms | (/ (* a1 a2) (* b2 b1)) |
| 17.0ms | (/ (* a1 a2) (* b2 b1)) |
9 alts after pruning (7 fresh and 2 done)
Merged error: 0b
Found 2 expressions with local error:
| 9.9b | (/ (* a1 a2) (/ b2 (/ 1 b1))) |
| 0.2b | (/ b2 (/ 1 b1)) |
2 calls. Slowest were:
| 8.0ms | (/ (* a1 a2) (/ b2 (/ 1 b1))) |
| 1.0ms | (/ b2 (/ 1 b1)) |
2 calls. Slowest were:
| 34.0ms | (/ (* a1 a2) (/ b2 (/ 1 b1))) |
| 15.0ms | (/ b2 (/ 1 b1)) |
27 calls. Slowest were:
| 204.0ms | (- (log (* a1 a2)) (log (/ b2 (/ 1 b1)))) |
| 192.0ms | (/ (* (* (* a1 a2) (* a1 a2)) (* a1 a2)) (* (* (/ b2 (/ 1 b1)) (/ b2 (/ 1 b1))) (/ b2 (/ 1 b1)))) |
| 56.0ms | (/ a2 (/ b2 (/ 1 b1))) |
8 alts after pruning (5 fresh and 3 done)
Merged error: 0b
77.1% (2.6b remaining)
Error of 2.6b against oracle of 0.0b and baseline of 11.5b