



Bits error versus a




Bits error versus b




Bits error versus c




Bits error versus d




Bits error versus e
Results
| Original | 0.4 |
|---|---|
| Target | 0.2 |
| Herbie | 0.3 |
Initial program 0.4
rmApplied associate-+l+0.3
rmApplied associate-+l+0.3
rmApplied associate-+l+0.2
rmApplied associate-+r+0.3
Final simplification0.3
herbie shell --seed 2019007
(FPCore (a b c d e)
:name "Expression 1, p15"
:pre (<= 1 a 2 b 4 c 8 d 16 e 32)
:herbie-target
(+ (+ d (+ c (+ a b))) e)
(+ (+ (+ (+ e d) c) b) a))
Time bar (total: 7.8s)Debug log
1 calls. Slowest were:
| 198.0ms | (+ (+ (+ (+ e d) c) b) a) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 0.4b
Found 3 expressions with local error:
| 0.3b | (+ (+ (+ (+ e d) c) b) a) |
| 0.3b | (+ (+ (+ e d) c) b) |
| 0.2b | (+ (+ e d) c) |
3 calls. Slowest were:
| 59.0ms | (+ (+ (+ (+ e d) c) b) a) |
| 10.0ms | (+ (+ (+ e d) c) b) |
| 2.0ms | (+ (+ e d) c) |
3 calls. Slowest were:
| 39.0ms | (+ (+ (+ (+ e d) c) b) a) |
| 20.0ms | (+ (+ (+ e d) c) b) |
| 11.0ms | (+ (+ e d) c) |
11 calls. Slowest were:
| 10.0ms | (+ b (+ c d)) |
| 10.0ms | (+ e (+ c d)) |
| 10.0ms | (+ e (+ c d)) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 0.2b | (+ (+ (+ e d) c) (+ b a)) |
| 0.2b | (+ (+ e d) c) |
2 calls. Slowest were:
| 14.0ms | (+ (+ (+ e d) c) (+ b a)) |
| 5.0ms | (+ (+ e d) c) |
2 calls. Slowest were:
| 42.0ms | (+ (+ (+ e d) c) (+ b a)) |
| 11.0ms | (+ (+ e d) c) |
17 calls. Slowest were:
| 450.0ms | (+ (* (+ (pow (+ e d) 3) (pow c 3)) (+ (* b b) (- (* a a) (* b a)))) (* (+ (* (+ e d) (+ e d)) (- (* c c) (* (+ e d) c))) (+ (pow b 3) (pow a 3)))) |
| 355.0ms | (* (- (+ e d) c) (+ (* b b) (- (* a a) (* b a)))) |
| 292.0ms | (* (- (+ e d) c) (- b a)) |
9 alts after pruning (8 fresh and 1 done)
Merged error: 0b
Found 2 expressions with local error:
| 0.3b | (+ (+ e d) (+ c (+ b a))) |
| 0.2b | (+ c (+ b a)) |
2 calls. Slowest were:
| 4.0ms | (+ (+ e d) (+ c (+ b a))) |
| 1.0ms | (+ c (+ b a)) |
2 calls. Slowest were:
| 36.0ms | (+ (+ e d) (+ c (+ b a))) |
| 11.0ms | (+ c (+ b a)) |
17 calls. Slowest were:
| 271.0ms | (* (- e d) (- c (+ b a))) |
| 212.0ms | (+ (* (- (* e e) (* d d)) (+ (* c c) (- (* (+ b a) (+ b a)) (* c (+ b a))))) (* (- e d) (+ (pow c 3) (pow (+ b a) 3)))) |
| 190.0ms | (* (exp (+ e d)) (exp (+ c (+ b a)))) |
6 alts after pruning (5 fresh and 1 done)
Merged error: 0b
Found 3 expressions with local error:
| 0.2b | (+ e (+ d (+ c (+ b a)))) |
| 0.2b | (+ d (+ c (+ b a))) |
| 0.2b | (+ c (+ b a)) |
3 calls. Slowest were:
| 2.0ms | (+ e (+ d (+ c (+ b a)))) |
| 1.0ms | (+ d (+ c (+ b a))) |
| 1.0ms | (+ c (+ b a)) |
3 calls. Slowest were:
| 45.0ms | (+ e (+ d (+ c (+ b a)))) |
| 32.0ms | (+ d (+ c (+ b a))) |
| 16.0ms | (+ c (+ b a)) |
11 calls. Slowest were:
| 14.0ms | (+ a (+ b c)) |
| 12.0ms | (+ a (+ b c)) |
| 12.0ms | (+ b (+ c d)) |
5 alts after pruning (4 fresh and 1 done)
Merged error: 0b
0% (0.2b remaining)
Error of 0.3b against oracle of 0.0b and baseline of 0.3b