



Bits error versus a




Bits error versus b




Bits error versus c




Bits error versus d
Results
| Original | 3.7 |
|---|---|
| Target | 3.8 |
| Herbie | 3.2 |
Initial program 3.7
rmApplied associate-+r+2.8
rmApplied expm1-log1p-u3.2
rmApplied *-un-lft-identity3.2
Final simplification3.2
herbie shell --seed 2019005 +o rules:numerics
(FPCore (a b c d)
:name "Expression, p6"
:pre (and (<= -14 a -13) (<= -3 b -2) (<= 3 c 3.5) (<= 12.5 d 13.5))
:herbie-target
(+ (* (+ a b) 2) (* (+ c d) 2))
(* (+ a (+ b (+ c d))) 2))
Time bar (total: 7.0s)Debug log
1 calls. Slowest were:
| 262.0ms | (* (+ a (+ b (+ c d))) 2) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 3.7b
Found 2 expressions with local error:
| 2.4b | (+ a (+ b (+ c d))) |
| 0.5b | (+ b (+ c d)) |
2 calls. Slowest were:
| 1.0ms | (+ a (+ b (+ c d))) |
| 1.0ms | (+ b (+ c d)) |
2 calls. Slowest were:
| 22.0ms | (+ a (+ b (+ c d))) |
| 17.0ms | (+ b (+ c d)) |
7 calls. Slowest were:
| 15.0ms | (+ b (+ c d)) |
| 10.0ms | (+ b (+ c d)) |
| 7.0ms | (+ a (+ b c)) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 2.1b
Found 1 expressions with local error:
| 2.4b | (+ a (+ (+ b c) d)) |
1 calls. Slowest were:
| 3.0ms | (+ a (+ (+ b c) d)) |
1 calls. Slowest were:
| 23.0ms | (+ a (+ (+ b c) d)) |
3 calls. Slowest were:
| 7.0ms | (+ b (+ c d)) |
| 7.0ms | (+ a (+ b c)) |
| 6.0ms | (+ b (+ c d)) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 1.8b
Found 3 expressions with local error:
| 2.4b | (+ a (+ (+ b c) d)) |
| 0.1b | (expm1 (log1p (+ a (+ (+ b c) d)))) |
| 0.1b | (log1p (+ a (+ (+ b c) d))) |
3 calls. Slowest were:
| 3.0ms | (+ a (+ (+ b c) d)) |
| 0.0ms | (log1p (+ a (+ (+ b c) d))) |
| 0.0ms | (expm1 (log1p (+ a (+ (+ b c) d)))) |
3 calls. Slowest were:
| 187.0ms | (expm1 (log1p (+ a (+ (+ b c) d)))) |
| 100.0ms | (log1p (+ a (+ (+ b c) d))) |
| 31.0ms | (+ a (+ (+ b c) d)) |
10 calls. Slowest were:
| 447.0ms | (- (+ (/ 1 a) (log -1)) (+ (* 1/2 (/ 1 (pow a 2))) (log (/ -1 a)))) |
| 254.0ms | (- (/ 1 a) (+ (* 1/2 (/ 1 (pow a 2))) (log (/ 1 a)))) |
| 186.0ms | (- (+ (exp (- (log -1) (log (/ -1 a)))) (/ (exp (- (log -1) (log (/ -1 a)))) a)) 1) |
16 alts after pruning (16 fresh and 0 done)
Merged error: 1.8b
Found 3 expressions with local error:
| 2.4b | (+ a (+ (+ b c) d)) |
| 0.1b | (expm1 (* 1 (log1p (+ a (+ (+ b c) d))))) |
| 0.1b | (log1p (+ a (+ (+ b c) d))) |
3 calls. Slowest were:
| 5.0ms | (+ a (+ (+ b c) d)) |
| 0.0ms | (expm1 (* 1 (log1p (+ a (+ (+ b c) d))))) |
| 0.0ms | (log1p (+ a (+ (+ b c) d))) |
3 calls. Slowest were:
| 153.0ms | (expm1 (* 1 (log1p (+ a (+ (+ b c) d))))) |
| 113.0ms | (log1p (+ a (+ (+ b c) d))) |
| 22.0ms | (+ a (+ (+ b c) d)) |
11 calls. Slowest were:
| 334.0ms | (- (+ (/ 1 a) (log -1)) (+ (* 1/2 (/ 1 (pow a 2))) (log (/ -1 a)))) |
| 169.0ms | (- (/ 1 a) (+ (* 1/2 (/ 1 (pow a 2))) (log (/ 1 a)))) |
| 152.0ms | (- (+ (exp (- (log -1) (log (/ -1 a)))) (/ (exp (- (log -1) (log (/ -1 a)))) a)) 1) |
16 alts after pruning (15 fresh and 1 done)
Merged error: 1.8b
0% (1.2b remaining)
Error of 3.2b against oracle of 2.0b and baseline of 3.2b