



Bits error versus a1




Bits error versus a2




Bits error versus b1




Bits error versus b2
Results
| Original | 11.4 |
|---|---|
| Target | 11.2 |
| Herbie | 5.5 |
if (* a1 a2) < -4.334952147301378e+177 or -1.051155546863002e-97 < (* a1 a2) < 1.0279751256132542e-190Initial program 15.6
rmApplied associate-/l*9.4
rmApplied div-inv9.4
Applied associate-/r*9.9
rmApplied div-inv9.9
Applied div-inv10.2
Applied times-frac9.7
Simplified9.7
Simplified6.6
if -4.334952147301378e+177 < (* a1 a2) < -1.051155546863002e-97 or 1.0279751256132542e-190 < (* a1 a2) < 3.384269109639199e+237Initial program 4.3
rmApplied associate-/l*12.3
rmApplied associate-/r/11.4
Taylor expanded around 0 4.3
if 3.384269109639199e+237 < (* a1 a2) Initial program 41.4
rmApplied associate-/l*20.7
rmApplied associate-/r/20.7
rmApplied associate-/r*7.6
Final simplification5.5
herbie shell --seed 2019008
(FPCore (a1 a2 b1 b2)
:name "Quotient of products"
:herbie-target
(* (/ a1 b1) (/ a2 b2))
(/ (* a1 a2) (* b1 b2)))
Time bar (total: 5.3s)Debug log
1 calls. Slowest were:
| 27.0ms | (/ (* a1 a2) (* b1 b2)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 13.4b
Found 1 expressions with local error:
| 13.4b | (/ (* 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:
| 147.0ms | (/ (* (* (* a1 a2) (* a1 a2)) (* a1 a2)) (* (* (* b1 b2) (* b1 b2)) (* b1 b2))) |
| 43.0ms | (- (log (* a1 a2)) (log (* b1 b2))) |
| 25.0ms | (/ (* a1 a2) (* b2 b1)) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0.1b
Found 2 expressions with local error:
| 6.1b | (/ a1 (/ (* b1 b2) a2)) |
| 5.2b | (/ (* b1 b2) a2) |
2 calls. Slowest were:
| 2.0ms | (/ (* b1 b2) a2) |
| 0.0ms | (/ a1 (/ (* b1 b2) a2)) |
2 calls. Slowest were:
| 31.0ms | (/ a1 (/ (* b1 b2) a2)) |
| 12.0ms | (/ (* b1 b2) a2) |
10 calls. Slowest were:
| 33.0ms | (/ (* a1 a2) (* b2 b1)) |
| 18.0ms | (/ (* a1 a2) (* b2 b1)) |
| 17.0ms | (/ (* a1 a2) (* b2 b1)) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 6.1b | (* (/ a1 (* b1 b2)) a2) |
| 5.2b | (/ a1 (* b1 b2)) |
2 calls. Slowest were:
| 5.0ms | (* (/ a1 (* b1 b2)) a2) |
| 1.0ms | (/ a1 (* b1 b2)) |
2 calls. Slowest were:
| 34.0ms | (* (/ a1 (* b1 b2)) a2) |
| 19.0ms | (/ a1 (* b1 b2)) |
9 calls. Slowest were:
| 37.0ms | (/ (* a1 a2) (* b2 b1)) |
| 23.0ms | (/ (* a1 a2) (* b2 b1)) |
| 17.0ms | (/ (* 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)) (/ 1 a2)) |
| 5.2b | (/ a1 (* b1 b2)) |
2 calls. Slowest were:
| 4.0ms | (/ (/ a1 (* b1 b2)) (/ 1 a2)) |
| 0.0ms | (/ a1 (* b1 b2)) |
2 calls. Slowest were:
| 22.0ms | (/ (/ a1 (* b1 b2)) (/ 1 a2)) |
| 18.0ms | (/ a1 (* b1 b2)) |
46 calls. Slowest were:
| 223.0ms | (- (log (/ a1 (* b1 b2))) (log (/ 1 a2))) |
| 129.0ms | (/ (/ a1 (* b1 b2)) (/ 1 a2)) |
| 117.0ms | (/ (/ 1 (* b1 b2)) (/ 1 a2)) |
9 alts after pruning (7 fresh and 2 done)
Merged error: 0.0b
51.2% (5.5b remaining)
Error of 5.5b against oracle of 0.0b and baseline of 11.2b