



Bits error versus x




Bits error versus eps
Results
| Original | 36.7 |
|---|---|
| Target | 14.8 |
| Herbie | 0.6 |
if eps < -2.070306630641616e-05 or 6.482266665953742e-19 < eps Initial program 29.4
rmApplied sin-sum0.8
if -2.070306630641616e-05 < eps < 6.482266665953742e-19Initial program 44.6
rmApplied diff-sin44.6
Simplified0.3
Final simplification0.6
herbie shell --seed 2019022
(FPCore (x eps)
:name "2sin (example 3.3)"
:herbie-target
(* 2 (* (cos (+ x (/ eps 2))) (sin (/ eps 2))))
(- (sin (+ x eps)) (sin x)))
Time bar (total: 14.0s)Debug log
| 74.0ms | 97× | body | 1280 | valid |
| 49.0ms | 66× | body | 640 | valid |
| 29.0ms | 21× | body | 2560 | valid |
| 7.0ms | 19× | body | 320 | valid |
| 5.0ms | 16× | body | 160 | valid |
| 4.0ms | 37× | body | 80 | valid |
| 8.0ms | (- (sin (+ x eps)) (sin x)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 38.3b
Found 2 expressions with local error:
| 3.9b | (sin (+ x eps)) |
| 1.4b | (- (sin (+ x eps)) (sin x)) |
| 4× | add-log-exp |
| 4× | *-un-lft-identity |
| 4× | add-sqr-sqrt |
| 2× | add-cube-cbrt |
| 2× | add-exp-log |
| 2× | sin-sum |
| 2× | add-cbrt-cube |
| 2× | pow1 |
| 1× | difference-of-squares |
| 1× | distribute-lft-out-- |
| 1× | flip-- |
| 1× | associate--l+ |
| 1× | diff-sin |
| 1× | diff-log |
| 1× | flip3-- |
| 1× | sub-neg |
| 43.0ms | (- (sin (+ x eps)) (sin x)) |
| 4.0ms | (sin (+ x eps)) |
| 50.0ms | (- (sin (+ x eps)) (sin x)) |
| 29.0ms | (sin (+ x eps)) |
| 377.0ms | (- (sqrt (sin (+ x eps))) (sqrt (sin x))) |
| 244.0ms | (- eps (+ (* 1/2 (* x (pow eps 2))) (* 1/2 (* (pow x 2) eps)))) |
| 60.0ms | (- (+ x eps) (* 1/6 (pow x 3))) |
| 20.0ms | (/ (exp (sin (+ x eps))) (exp (sin x))) |
| 18.0ms | (* (sin (/ (- (+ x eps) x) 2)) (cos (/ (+ (+ x eps) x) 2))) |
4 alts after pruning (4 fresh and 0 done)
Merged error: 0.2b
Found 2 expressions with local error:
| 4.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.2b | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 4× | add-cube-cbrt |
| 4× | add-exp-log |
| 4× | add-cbrt-cube |
| 4× | *-un-lft-identity |
| 4× | pow1 |
| 4× | add-sqr-sqrt |
| 3× | associate-*l* |
| 3× | associate-*r* |
| 2× | add-log-exp |
| 1× | cbrt-unprod |
| 1× | *-commutative |
| 1× | prod-exp |
| 1× | pow-prod-down |
| 6.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 66.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 18.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 244.0ms | (- (* 1/2 eps) (+ (* 1/4 (* x (pow eps 2))) (* 1/4 (* (pow x 2) eps)))) |
| 151.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 106.0ms | (* (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2))) (* (* (sin (/ eps 2)) (sin (/ eps 2))) (sin (/ eps 2)))) |
| 21.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 18.0ms | (+ (log (cos (/ (+ (+ x x) eps) 2))) (log (sin (/ eps 2)))) |
9 alts after pruning (8 fresh and 1 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 4.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.5b | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
| 4× | add-log-exp |
| 4× | add-cube-cbrt |
| 4× | add-exp-log |
| 4× | add-cbrt-cube |
| 4× | *-un-lft-identity |
| 4× | pow1 |
| 4× | add-sqr-sqrt |
| 1× | rem-cbrt-cube |
| 1× | cos-mult |
| 1× | associate-*l/ |
| 1× | pow3 |
| 1× | pow1/3 |
| 1× | cbrt-div |
| 1× | cbrt-prod |
| 12.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
| 7.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 6.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 26.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
| 26.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 25.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 19.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 185.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 150.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 150.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 132.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 77.0ms | (cbrt (* (+ (cos (+ (/ (+ (+ x x) eps) 2) (/ (+ (+ x x) eps) 2))) (cos (- (/ (+ (+ x x) eps) 2) (/ (+ (+ x x) eps) 2)))) (cos (/ (+ (+ x x) eps) 2)))) |
8 alts after pruning (7 fresh and 1 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 4.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.5b | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (log (exp (cos (/ (+ (+ x x) eps) 2)))))) |
| 4× | add-log-exp |
| 4× | add-cube-cbrt |
| 4× | add-exp-log |
| 4× | add-cbrt-cube |
| 4× | *-un-lft-identity |
| 4× | pow1 |
| 4× | add-sqr-sqrt |
| 1× | cos-mult |
| 1× | associate-*l/ |
| 1× | pow1/3 |
| 1× | cbrt-div |
| 1× | cbrt-prod |
| 7.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (log (exp (cos (/ (+ (+ x x) eps) 2)))))) |
| 5.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 21.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 20.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 19.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (log (exp (cos (/ (+ (+ x x) eps) 2)))))) |
| 18.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 167.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 162.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 150.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 149.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 41.0ms | (cbrt (* (+ (cos (+ (/ (+ (+ x x) eps) 2) (/ (+ (+ x x) eps) 2))) (cos (- (/ (+ (+ x x) eps) 2) (/ (+ (+ x x) eps) 2)))) (log (exp (cos (/ (+ (+ x x) eps) 2)))))) |
8 alts after pruning (6 fresh and 2 done)
Merged error: 0.2b
98.5% (0.2b remaining)
Error of 0.6b against oracle of 0.3b and baseline of 14.8b
| 4.3s | 3259× | body | 1280 | valid |
| 1.4s | 651× | body | 2560 | valid |
| 1.4s | 1822× | body | 640 | valid |
| 381.0ms | 785× | body | 320 | valid |
| 153.0ms | 1122× | body | 80 | valid |
| 140.0ms | 361× | body | 160 | valid |