



Bits error versus a




Bits error versus x
Results
| Original | 29.7 |
|---|---|
| Target | 0.2 |
| Herbie | 0.6 |
if (* a x) < -1637.5086292701421Initial program 0
rmApplied add-cbrt-cube0
if -1637.5086292701421 < (* a x) Initial program 44.1
Taylor expanded around 0 14.6
Simplified0.9
Final simplification0.6
herbie shell --seed 2019022
(FPCore (a x)
:name "expax (section 3.5)"
:herbie-target
(if (< (fabs (* a x)) 1/10) (* (* a x) (+ 1 (+ (/ (* a x) 2) (/ (pow (* a x) 2) 6)))) (- (exp (* a x)) 1))
(- (exp (* a x)) 1))
Time bar (total: 15.3s)Debug log
| 47.0ms | 84× | body | 1280 | valid |
| 14.0ms | 43× | body | 640 | valid |
| 12.0ms | 175× | body | 80 | valid |
| 5.0ms | 24× | body | 320 | valid |
| 2.0ms | 17× | body | 160 | valid |
| 9.0ms | (- (exp (* a x)) 1) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 28.4b
Found 1 expressions with local error:
| 4.9b | (- (exp (* a x)) 1) |
| 2× | add-sqr-sqrt |
| 1× | add-log-exp |
| 1× | flip-- |
| 1× | add-cube-cbrt |
| 1× | add-exp-log |
| 1× | difference-of-sqr-1 |
| 1× | add-cbrt-cube |
| 1× | flip3-- |
| 1× | *-un-lft-identity |
| 1× | sub-neg |
| 1× | pow1 |
| 4.0ms | (- (exp (* a x)) 1) |
| 33.0ms | (- (exp (* a x)) 1) |
| 336.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 5.0ms | (- (exp (* a x)) 1) |
| 5.0ms | (- (exp (* a x)) 1) |
| 3.0ms | (+ (sqrt (exp (* a x))) 1) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.3b | (* x 1/6) |
| 0.2b | (* (* a x) (* a x)) |
| 0.2b | (* a (* x 1/6)) |
| 0.1b | (* (* (* a x) (* a x)) (+ (* a (* x 1/6)) 1/2)) |
| 14× | pow1 |
| 11× | add-exp-log |
| 11× | add-cbrt-cube |
| 5× | add-cube-cbrt |
| 5× | associate-*r* |
| 5× | *-un-lft-identity |
| 5× | add-sqr-sqrt |
| 4× | add-log-exp |
| 4× | cbrt-unprod |
| 4× | *-commutative |
| 4× | prod-exp |
| 4× | pow-prod-down |
| 2× | associate-*r/ |
| 2× | associate-*l* |
| 1× | flip-+ |
| 1× | pow-prod-up |
| 1× | pow-plus |
| 1× | flip3-+ |
| 1× | distribute-lft-in |
| 1× | distribute-rgt-in |
| 1× | pow2 |
| 23.0ms | (* (* (* a x) (* a x)) (+ (* a (* x 1/6)) 1/2)) |
| 6.0ms | (* (* a x) (* a x)) |
| 2.0ms | (* a (* x 1/6)) |
| 0.0ms | (* x 1/6) |
| 58.0ms | (* (* (* a x) (* a x)) (+ (* a (* x 1/6)) 1/2)) |
| 26.0ms | (* (* a x) (* a x)) |
| 18.0ms | (* a (* x 1/6)) |
| 13.0ms | (* x 1/6) |
| 676.0ms | (* (* (* (* a x) (* a x)) (* a x)) (* (* (* a x) (* a x)) (* a x))) |
| 261.0ms | (+ (* 1/6 (* (pow a 3) (pow x 3))) (* 1/2 (* (pow a 2) (pow x 2)))) |
| 244.0ms | (+ (* 1/6 (* (pow a 3) (pow x 3))) (* 1/2 (* (pow a 2) (pow x 2)))) |
| 227.0ms | (* (* (* (* (* a x) (* a x)) (* a x)) (* (* (* a x) (* a x)) (* a x))) (* (* (+ (* a (* x 1/6)) 1/2) (+ (* a (* x 1/6)) 1/2)) (+ (* a (* x 1/6)) 1/2))) |
| 221.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (* 1/6 (* (pow a 3) (pow x 3)))) |
2 alts after pruning (1 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 4.9b | (- (exp (* a x)) 1) |
| 4.9b | (- (exp (* a x)) 1) |
| 4.9b | (- (exp (* a x)) 1) |
| 0.1b | (cbrt (* (* (- (exp (* a x)) 1) (- (exp (* a x)) 1)) (- (exp (* a x)) 1))) |
| 30× | flip-- |
| 30× | flip3-- |
| 28× | frac-times |
| 26× | cbrt-div |
| 14× | associate-*l/ |
| 8× | associate-*r/ |
| 7× | add-sqr-sqrt |
| 4× | add-log-exp |
| 4× | add-cube-cbrt |
| 4× | add-exp-log |
| 4× | add-cbrt-cube |
| 4× | *-un-lft-identity |
| 4× | pow1 |
| 3× | difference-of-sqr-1 |
| 3× | sub-neg |
| 1× | rem-cbrt-cube |
| 1× | pow3 |
| 1× | pow1/3 |
| 1× | cbrt-prod |
| 33.0ms | (cbrt (* (* (- (exp (* a x)) 1) (- (exp (* a x)) 1)) (- (exp (* a x)) 1))) |
| 8.0ms | (- (exp (* a x)) 1) |
| 6.0ms | (- (exp (* a x)) 1) |
| 4.0ms | (- (exp (* a x)) 1) |
| 35.0ms | (cbrt (* (* (- (exp (* a x)) 1) (- (exp (* a x)) 1)) (- (exp (* a x)) 1))) |
| 29.0ms | (- (exp (* a x)) 1) |
| 27.0ms | (- (exp (* a x)) 1) |
| 25.0ms | (- (exp (* a x)) 1) |
| 710.0ms | (cbrt (* (* (- (pow (exp (* a x)) 3) (pow 1 3)) (- (pow (exp (* a x)) 3) (pow 1 3))) (- (* (exp (* a x)) (exp (* a x))) (* 1 1)))) |
| 681.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 498.0ms | (cbrt (* (* (- (exp (* a x)) 1) (- (* (exp (* a x)) (exp (* a x))) (* 1 1))) (- (* (exp (* a x)) (exp (* a x))) (* 1 1)))) |
| 398.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 395.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
2 alts after pruning (0 fresh and 2 done)
Merged error: 0.0b
97.5% (0.5b remaining)
Error of 0.6b against oracle of 0.1b and baseline of 20.8b
| 1.2s | 2682× | body | 1280 | valid |
| 331.0ms | 1330× | body | 640 | valid |
| 317.0ms | 5460× | body | 80 | valid |
| 128.0ms | 760× | body | 320 | valid |
| 52.0ms | 431× | body | 160 | valid |