



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 | 0.2 |
Initial program 0.4
rmApplied associate-+l+0.3
rmApplied associate-+l+0.3
rmApplied associate-+l+0.2
Final simplification0.2
herbie shell --seed 2019004 +o rules:numerics
(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: 9.2s)Debug log
1 calls. Slowest were:
| 199.0ms | (+ (+ (+ (+ 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) |
| 0.3b | (+ (+ (+ (+ e d) c) b) a) |
| 0.2b | (+ (+ e d) c) |
3 calls. Slowest were:
| 69.0ms | (+ (+ (+ (+ e d) c) b) a) |
| 13.0ms | (+ (+ (+ e d) c) b) |
| 3.0ms | (+ (+ e d) c) |
3 calls. Slowest were:
| 35.0ms | (+ (+ (+ (+ e d) c) b) a) |
| 20.0ms | (+ (+ (+ e d) c) b) |
| 10.0ms | (+ (+ e d) c) |
17 calls. Slowest were:
| 51.0ms | (* (cbrt (+ (+ (+ e d) c) b)) (cbrt (+ (+ (+ e d) c) b))) |
| 39.0ms | (sqrt (+ (+ (+ e d) c) b)) |
| 11.0ms | (+ e (+ c d)) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0b
Found 2 expressions with local error:
| 0.3b | (+ (+ (+ e d) c) (+ b a)) |
| 0.2b | (+ (+ e d) c) |
2 calls. Slowest were:
| 15.0ms | (+ (+ (+ e d) c) (+ b a)) |
| 4.0ms | (+ (+ e d) c) |
2 calls. Slowest were:
| 38.0ms | (+ (+ (+ e d) c) (+ b a)) |
| 15.0ms | (+ (+ e d) c) |
21 calls. Slowest were:
| 373.0ms | (* (+ (* (+ e d) (+ e d)) (- (* c c) (* (+ e d) c))) (- b a)) |
| 222.0ms | (+ (+ (+ e d) c) (+ b a)) |
| 217.0ms | (+ (* (- (* (+ e d) (+ e d)) (* c c)) (+ (* b b) (- (* a a) (* b a)))) (* (- (+ e d) c) (+ (pow b 3) (pow a 3)))) |
7 alts after pruning (7 fresh and 0 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:
| 9.0ms | (+ (+ e d) (+ c (+ b a))) |
| 1.0ms | (+ c (+ b a)) |
2 calls. Slowest were:
| 58.0ms | (+ (+ e d) (+ c (+ b a))) |
| 11.0ms | (+ c (+ b a)) |
19 calls. Slowest were:
| 471.0ms | (* (- e d) (- c (+ b a))) |
| 289.0ms | (* (exp (+ e d)) (exp (+ c (+ b a)))) |
| 250.0ms | (+ (* (+ (pow e 3) (pow d 3)) (+ (* c c) (- (* (+ b a) (+ b a)) (* c (+ b a))))) (* (+ (* e e) (- (* d d) (* e d))) (+ (pow c 3) (pow (+ b a) 3)))) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0b
Found 3 expressions with local error:
| 0.2b | (+ e (+ d (+ c (+ b a)))) |
| 0.2b | (+ c (+ b a)) |
| 0.2b | (+ d (+ c (+ b a))) |
3 calls. Slowest were:
| 4.0ms | (+ e (+ d (+ c (+ b a)))) |
| 2.0ms | (+ d (+ c (+ b a))) |
| 1.0ms | (+ c (+ b a)) |
3 calls. Slowest were:
| 49.0ms | (+ e (+ d (+ c (+ b a)))) |
| 34.0ms | (+ d (+ c (+ b a))) |
| 15.0ms | (+ c (+ b a)) |
11 calls. Slowest were:
| 13.0ms | (+ a (+ b c)) |
| 12.0ms | (+ a (+ b c)) |
| 11.0ms | (+ b (+ c d)) |
6 alts after pruning (5 fresh and 1 done)
Merged error: 0b
0% (0.2b remaining)
Error of 0.2b against oracle of 0.0b and baseline of 0.2b