



Bits error versus x




Bits error versus eps
Results
| Original | 36.9 |
|---|---|
| Target | 15.0 |
| Herbie | 0.5 |
if eps < -1.1520928948833451e-08 or 6.915252396711743e-15 < eps Initial program 29.8
rmApplied sin-sum0.7
if -1.1520928948833451e-08 < eps < 6.915252396711743e-15Initial program 44.5
rmApplied diff-sin44.5
Simplified0.2
Final simplification0.5
herbie shell --seed 2019018
(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: 13.7s)Debug log
| 74.0ms | 98× | body | 1280 | valid |
| 33.0ms | 60× | body | 640 | valid |
| 32.0ms | 17× | body | 2560 | valid |
| 15.0ms | 37× | body | 320 | valid |
| 4.0ms | 35× | body | 80 | valid |
| 2.0ms | 9× | body | 160 | valid |
| 7.0ms | (- (sin (+ x eps)) (sin x)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 37.2b
Found 2 expressions with local error:
| 3.7b | (sin (+ x eps)) |
| 1.5b | (- (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 |
| 6.0ms | (- (sin (+ x eps)) (sin x)) |
| 2.0ms | (sin (+ x eps)) |
| 52.0ms | (- (sin (+ x eps)) (sin x)) |
| 26.0ms | (sin (+ x eps)) |
| 261.0ms | (- eps (+ (* 1/2 (* x (pow eps 2))) (* 1/2 (* (pow x 2) eps)))) |
| 44.0ms | (- (+ x eps) (* 1/6 (pow x 3))) |
| 25.0ms | (/ (exp (sin (+ x eps))) (exp (sin x))) |
| 22.0ms | (* (sin (/ (- (+ x eps) x) 2)) (cos (/ (+ (+ x eps) x) 2))) |
| 13.0ms | (- (sqrt (sin (+ x eps))) (sqrt (sin x))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.3b
Found 2 expressions with local error:
| 3.7b | (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 |
| 12.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 71.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 18.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 324.0ms | (- (* 1/2 eps) (+ (* 1/4 (* x (pow eps 2))) (* 1/4 (* (pow x 2) eps)))) |
| 225.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 100.0ms | (* (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2))) (* (* (sin (/ eps 2)) (sin (/ eps 2))) (sin (/ eps 2)))) |
| 27.0ms | (* (cos (* 1/2 (+ (* 2 x) eps))) (sin (* 1/2 eps))) |
| 15.0ms | (* (cbrt (cos (/ (+ (+ x x) eps) 2))) (cbrt (cos (/ (+ (+ x x) eps) 2)))) |
8 alts after pruning (7 fresh and 1 done)
Merged error: 0.3b
Found 4 expressions with local error:
| 3.7b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.7b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.7b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.4b | (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 |
| 8.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 7.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
| 5.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 32.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
| 23.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 17.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 17.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 207.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 159.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 158.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 155.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 45.0ms | (cbrt (* (+ (cos (+ (/ (+ (+ x x) eps) 2) (/ (+ (+ x x) eps) 2))) (cos (- (/ (+ (+ x x) eps) 2) (/ (+ (+ x x) eps) 2)))) (cos (/ (+ (+ x x) eps) 2)))) |
9 alts after pruning (7 fresh and 2 done)
Merged error: 0.3b
Found 4 expressions with local error:
| 3.7b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.7b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.7b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.5b | (cbrt (* (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× | cos-mult |
| 1× | pow1/3 |
| 1× | cbrt-div |
| 1× | cbrt-prod |
| 12.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0ms | (cbrt (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2)))) |
| 92.0ms | (cbrt (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2)))) |
| 27.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 22.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 18.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 186.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 169.0ms | (- 1 (+ (* 1/3 (* x eps)) (* 1/3 (pow x 2)))) |
| 167.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 157.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 24.0ms | (pow (pow (cos (* 1/2 (+ (* 2 x) eps))) 2) 1/3) |
9 alts after pruning (6 fresh and 3 done)
Merged error: 0.3b
99.3% (0.1b remaining)
Error of 0.5b against oracle of 0.3b and baseline of 15.0b
| 4.3s | 3273× | body | 1280 | valid |
| 1.4s | 1836× | body | 640 | valid |
| 1.1s | 618× | body | 2560 | valid |
| 701.0ms | 785× | body | 320 | valid |
| 181.0ms | 1124× | body | 80 | valid |
| 105.0ms | 364× | body | 160 | valid |