



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
Initial simplification0.2
rmApplied add-log-exp0.2
Applied add-log-exp0.2
Applied sum-log0.2
Simplified0.2
rmApplied exp-sum0.2
Applied log-prod0.2
Applied associate-+l+0.2
Simplified0.2
Final simplification0.2
herbie shell --seed 2018365 +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: 16.1s)Debug log
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.1b
Found 2 expressions with local error:
| 0.2b | (+ (+ a d) (+ c b)) |
| 0.2b | (+ (+ (+ a d) (+ c b)) e) |
2 calls. Slowest were:
| 30.0ms | (+ (+ (+ a d) (+ c b)) e) |
| 7.0ms | (+ (+ a d) (+ c b)) |
2 calls. Slowest were:
| 54.0ms | (+ (+ (+ a d) (+ c b)) e) |
| 41.0ms | (+ (+ a d) (+ c b)) |
21 calls. Slowest were:
| 609.0ms | (+ (* (- (* a a) (* d d)) (- c b)) (* (- a d) (- (* c c) (* b b)))) |
| 596.0ms | (+ (* (+ (pow a 3) (pow d 3)) (- c b)) (* (+ (* a a) (- (* d d) (* a d))) (- (* c c) (* b b)))) |
| 449.0ms | (* (+ (* a a) (- (* d d) (* a d))) (+ (* c c) (- (* b b) (* c b)))) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 2.5b | (exp (+ (+ d b) (+ a c))) |
| 0.2b | (+ (log (exp (+ (+ d b) (+ a c)))) e) |
| 0.2b | (+ (+ d b) (+ a c)) |
| 0.0b | (log (exp (+ (+ d b) (+ a c)))) |
4 calls. Slowest were:
| 65.0ms | (+ (log (exp (+ (+ d b) (+ a c)))) e) |
| 19.0ms | (log (exp (+ (+ d b) (+ a c)))) |
| 17.0ms | (exp (+ (+ d b) (+ a c))) |
4 calls. Slowest were:
| 56.0ms | (+ (log (exp (+ (+ d b) (+ a c)))) e) |
| 38.0ms | (log (exp (+ (+ d b) (+ a c)))) |
| 37.0ms | (+ (+ d b) (+ a c)) |
| 33.0ms | (exp (+ (+ d b) (+ a c))) |
50 calls. Slowest were:
| 544.0ms | (+ (* (+ (pow d 3) (pow b 3)) (- a c)) (* (+ (* d d) (- (* b b) (* d b))) (- (* a a) (* c c)))) |
| 533.0ms | (+ (* (- (* d d) (* b b)) (- a c)) (* (- d b) (- (* a a) (* c c)))) |
| 477.0ms | (* (+ (* d d) (- (* b b) (* d b))) (+ (* a a) (- (* c c) (* a c)))) |
5 alts after pruning (5 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 1.3b | (exp (+ a c)) |
| 0.2b | (+ (+ d b) (+ (log (exp (+ a c))) e)) |
| 0.1b | (log (exp (+ a c))) |
| 0.1b | (+ (log (exp (+ a c))) e) |
4 calls. Slowest were:
| 16.0ms | (+ (+ d b) (+ (log (exp (+ a c))) e)) |
| 8.0ms | (+ (log (exp (+ a c))) e) |
| 2.0ms | (log (exp (+ a c))) |
4 calls. Slowest were:
| 59.0ms | (+ (+ d b) (+ (log (exp (+ a c))) e)) |
| 21.0ms | (+ (log (exp (+ a c))) e) |
| 16.0ms | (log (exp (+ a c))) |
| 9.0ms | (exp (+ a c)) |
45 calls. Slowest were:
| 465.0ms | (* (- d b) (- (log (exp (+ a c))) e)) |
| 460.0ms | (* (- d b) (+ (* (log (exp (+ a c))) (log (exp (+ a c)))) (- (* e e) (* (log (exp (+ a c))) e)))) |
| 266.0ms | (* (exp (+ d b)) (exp (+ (log (exp (+ a c))) e))) |
5 alts after pruning (4 fresh and 1 done)
Merged error: 0b
Found 2 expressions with local error:
| 0.2b | (+ (+ a d) (+ (+ c b) e)) |
| 0.1b | (+ (+ c b) e) |
2 calls. Slowest were:
| 8.0ms | (+ (+ a d) (+ (+ c b) e)) |
| 2.0ms | (+ (+ c b) e) |
2 calls. Slowest were:
| 37.0ms | (+ (+ a d) (+ (+ c b) e)) |
| 13.0ms | (+ (+ c b) e) |
20 calls. Slowest were:
| 484.0ms | (* (+ (* a a) (- (* d d) (* a d))) (+ (* (+ c b) (+ c b)) (- (* e e) (* (+ c b) e)))) |
| 287.0ms | (* (exp (+ a d)) (exp (+ (+ c b) e))) |
| 259.0ms | (+ (* (- (* a a) (* d d)) (+ (* (+ c b) (+ c b)) (- (* e e) (* (+ c b) e)))) (* (- a d) (+ (pow (+ c b) 3) (pow e 3)))) |
5 alts after pruning (3 fresh and 2 done)
Merged error: 0b
0% (0.2b remaining)
Error of 0.2b against oracle of 0.0b and baseline of 0.2b