



Bits error versus a




Bits error versus b




Bits error versus c




Bits error versus d
Results
| Original | 3.7 |
|---|---|
| Target | 3.9 |
| Herbie | 2.7 |
Initial program 3.7
rmApplied associate-+r+2.8
rmApplied log1p-expm1-u2.8
rmApplied add-cbrt-cube2.9
rmApplied associate-+r+2.7
Final simplification2.7
herbie shell --seed 2019010 +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: 5.9s)Debug log
| 298.0ms | (* (+ a (+ b (+ c d))) 2) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 3.5b
Found 2 expressions with local error:
| 2.7b | (+ a (+ b (+ c d))) |
| 0.4b | (+ b (+ c d)) |
| 2× | add-log-exp |
| 2× | log1p-expm1-u |
| 2× | flip-+ |
| 2× | add-cube-cbrt |
| 2× | add-exp-log |
| 2× | add-cbrt-cube |
| 2× | flip3-+ |
| 2× | *-un-lft-identity |
| 2× | associate-+r+ |
| 2× | +-commutative |
| 2× | pow1 |
| 2× | expm1-log1p-u |
| 2× | add-sqr-sqrt |
| 3.0ms | (+ a (+ b (+ c d))) |
| 1.0ms | (+ b (+ c d)) |
| 35.0ms | (+ a (+ b (+ c d))) |
| 22.0ms | (+ b (+ c d)) |
| 13.0ms | (+ b (+ c d)) |
| 13.0ms | (+ a (+ b c)) |
| 12.0ms | (+ b (+ c d)) |
| 12.0ms | (+ b (+ c d)) |
| 12.0ms | (+ b (+ c d)) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 2.3b
Found 1 expressions with local error:
| 2.7b | (+ a (+ (+ b c) d)) |
| 1× | add-log-exp |
| 1× | log1p-expm1-u |
| 1× | flip-+ |
| 1× | add-cube-cbrt |
| 1× | add-exp-log |
| 1× | add-cbrt-cube |
| 1× | flip3-+ |
| 1× | *-un-lft-identity |
| 1× | associate-+r+ |
| 1× | +-commutative |
| 1× | pow1 |
| 1× | expm1-log1p-u |
| 1× | add-sqr-sqrt |
| 6.0ms | (+ a (+ (+ b c) d)) |
| 24.0ms | (+ a (+ (+ b c) d)) |
| 12.0ms | (+ b (+ c d)) |
| 10.0ms | (+ b (+ c d)) |
| 6.0ms | (+ a (+ b c)) |
13 alts after pruning (12 fresh and 1 done)
Merged error: 2.0b
Found 3 expressions with local error:
| 2.7b | (+ a (+ (+ b c) d)) |
| 0.1b | (expm1 (+ a (+ (+ b c) d))) |
| 0.0b | (log1p (expm1 (+ a (+ (+ b c) d)))) |
| 4× | log1p-expm1-u |
| 3× | add-log-exp |
| 3× | add-cube-cbrt |
| 3× | add-exp-log |
| 3× | add-cbrt-cube |
| 3× | *-un-lft-identity |
| 3× | pow1 |
| 3× | expm1-log1p-u |
| 3× | add-sqr-sqrt |
| 1× | expm1-udef |
| 1× | flip-+ |
| 1× | log1p-expm1 |
| 1× | flip3-+ |
| 1× | expm1-log1p |
| 1× | log1p-udef |
| 1× | associate-+r+ |
| 1× | +-commutative |
| 3.0ms | (+ a (+ (+ b c) d)) |
| 0.0ms | (expm1 (+ a (+ (+ b c) d))) |
| 0.0ms | (log1p (expm1 (+ a (+ (+ b c) d)))) |
| 69.0ms | (log1p (expm1 (+ a (+ (+ b c) d)))) |
| 36.0ms | (expm1 (+ a (+ (+ b c) d))) |
| 24.0ms | (+ a (+ (+ b c) d)) |
| 109.0ms | (- (exp (+ a (+ b (+ c d)))) 1) |
| 80.0ms | (- (exp (+ a (+ b (+ c d)))) 1) |
| 41.0ms | (+ a (+ (+ b c) d)) |
| 11.0ms | (+ a (+ b c)) |
| 7.0ms | (+ a (+ b c)) |
16 alts after pruning (15 fresh and 1 done)
Merged error: 2.0b
Found 4 expressions with local error:
| 2.7b | (+ a (+ (+ b c) d)) |
| 2.7b | (+ a (+ (+ b c) d)) |
| 2.7b | (+ a (+ (+ b c) d)) |
| 0.5b | (cbrt (* (* (expm1 (+ a (+ (+ b c) d))) (expm1 (+ a (+ (+ b c) d)))) (expm1 (+ a (+ (+ b c) d))))) |
| 4× | add-log-exp |
| 4× | log1p-expm1-u |
| 4× | add-cube-cbrt |
| 4× | add-exp-log |
| 4× | add-cbrt-cube |
| 4× | *-un-lft-identity |
| 4× | pow1 |
| 4× | expm1-log1p-u |
| 4× | add-sqr-sqrt |
| 3× | flip-+ |
| 3× | flip3-+ |
| 3× | associate-+r+ |
| 3× | +-commutative |
| 1× | rem-cbrt-cube |
| 1× | pow3 |
| 1× | pow1/3 |
| 1× | cbrt-prod |
| 13.0ms | (cbrt (* (* (expm1 (+ a (+ (+ b c) d))) (expm1 (+ a (+ (+ b c) d)))) (expm1 (+ a (+ (+ b c) d))))) |
| 5.0ms | (+ a (+ (+ b c) d)) |
| 5.0ms | (+ a (+ (+ b c) d)) |
| 5.0ms | (+ a (+ (+ b c) d)) |
| 39.0ms | (cbrt (* (* (expm1 (+ a (+ (+ b c) d))) (expm1 (+ a (+ (+ b c) d)))) (expm1 (+ a (+ (+ b c) d))))) |
| 35.0ms | (+ a (+ (+ b c) d)) |
| 27.0ms | (+ a (+ (+ b c) d)) |
| 20.0ms | (+ a (+ (+ b c) d)) |
| 126.0ms | (- (exp (+ a (+ b (+ c d)))) 1) |
| 110.0ms | (- (exp (+ a (+ b (+ c d)))) 1) |
| 49.0ms | (+ a (+ (+ b c) d)) |
| 36.0ms | (cbrt (* (expm1 (+ a (+ (+ b c) d))) (expm1 (+ a (+ (+ b c) d))))) |
| 13.0ms | (+ a (+ b c)) |
18 alts after pruning (17 fresh and 1 done)
Merged error: 1.9b
0% (0.8b remaining)
Error of 2.7b against oracle of 1.9b and baseline of 2.7b