



Bits error versus a




Bits error versus x
Results
| Original | 29.3 |
|---|---|
| Target | 0.2 |
| Herbie | 1.0 |
if (* a x) < -1551053664.6429229Initial program 0
Taylor expanded around -inf 0
if -1551053664.6429229 < (* a x) Initial program 43.7
Taylor expanded around 0 15.4
Simplified1.5
Final simplification1.0
herbie shell --seed 323378853
(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: 13.0s)Debug log
| 46.0ms | 84× | body | 1280 | valid |
| 18.0ms | 45× | body | 640 | valid |
| 16.0ms | 193× | body | 80 | valid |
| 7.0ms | 24× | body | 320 | valid |
| 2.0ms | 8× | body | 160 | valid |
| 21.0ms | (- (exp (* a x)) 1) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 28.5b
Found 1 expressions with local error:
| 3.0b | (- (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 |
| 10.0ms | (- (exp (* a x)) 1) |
| 52.0ms | (- (exp (* a x)) 1) |
| 500.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 13.0ms | (- (exp (* a x)) 1) |
| 11.0ms | (- (exp (* a x)) 1) |
| 7.0ms | (+ (sqrt (exp (* a x))) 1) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.1b
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 |
| 30.0ms | (* (* (* a x) (* a x)) (+ (* a (* x 1/6)) 1/2)) |
| 8.0ms | (* (* a x) (* a x)) |
| 2.0ms | (* a (* x 1/6)) |
| 0.0ms | (* x 1/6) |
| 94.0ms | (* (* (* a x) (* a x)) (+ (* a (* x 1/6)) 1/2)) |
| 33.0ms | (* (* a x) (* a x)) |
| 22.0ms | (* a (* x 1/6)) |
| 15.0ms | (* x 1/6) |
| 852.0ms | (* (* (* (* a x) (* a x)) (* a x)) (* (* (* a x) (* a x)) (* a x))) |
| 396.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (* 1/6 (* (pow a 3) (pow x 3)))) |
| 390.0ms | (+ (* 1/6 (* (pow a 3) (pow x 3))) (* 1/2 (* (pow a 2) (pow x 2)))) |
| 390.0ms | (+ (* 1/6 (* (pow a 3) (pow x 3))) (* 1/2 (* (pow a 2) (pow x 2)))) |
| 351.0ms | (* (* (* (* (* 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))) |
3 alts after pruning (2 fresh and 1 done)
Merged error: 0.1b
Found 1 expressions with local error:
| 3.0b | (- (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 |
| 10.0ms | (- (exp (* a x)) 1) |
| 51.0ms | (- (exp (* a x)) 1) |
| 499.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 11.0ms | (- (exp (* a x)) 1) |
| 10.0ms | (- (exp (* a x)) 1) |
| 6.0ms | (+ (sqrt (exp (* a x))) 1) |
3 alts after pruning (1 fresh and 2 done)
Merged error: 0.1b
Found 2 expressions with local error:
| 3.0b | (- (exp (* a x)) 1) |
| 0.1b | (exp (log (- (exp (* a x)) 1))) |
| 6× | add-sqr-sqrt |
| 4× | add-cube-cbrt |
| 4× | exp-sum |
| 4× | *-un-lft-identity |
| 4× | exp-prod |
| 4× | log-prod |
| 3× | pow1 |
| 2× | add-log-exp |
| 2× | flip-- |
| 2× | add-exp-log |
| 2× | difference-of-sqr-1 |
| 2× | exp-diff |
| 2× | add-cbrt-cube |
| 2× | flip3-- |
| 2× | log-div |
| 1× | rem-exp-log |
| 1× | log-pow |
| 1× | sub-neg |
| 12.0ms | (exp (log (- (exp (* a x)) 1))) |
| 10.0ms | (- (exp (* a x)) 1) |
| 49.0ms | (- (exp (* a x)) 1) |
| 49.0ms | (exp (log (- (exp (* a x)) 1))) |
| 559.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 507.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 81.0ms | (exp (log (- (* (exp (* a x)) (exp (* a x))) (* 1 1)))) |
| 54.0ms | (exp (log (- (pow (exp (* a x)) 3) (pow 1 3)))) |
| 18.0ms | (exp (log (* (cbrt (- (exp (* a x)) 1)) (cbrt (- (exp (* a x)) 1))))) |
3 alts after pruning (1 fresh and 2 done)
Merged error: 0.1b
95.6% (0.9b remaining)
Error of 1.0b against oracle of 0.1b and baseline of 21.2b
| 1.7s | 2671× | body | 1280 | valid |
| 569.0ms | 1346× | body | 640 | valid |
| 501.0ms | 5524× | body | 80 | valid |
| 237.0ms | 721× | body | 320 | valid |
| 77.0ms | 410× | body | 160 | valid |