



Bits error versus x




Bits error versus eps
Results
| Original | 37.3 |
|---|---|
| Target | 15.5 |
| Herbie | 0.7 |
if eps < -1.1649894726024098e-08 or 1.5493547226850234e-23 < eps Initial program 30.4
rmApplied sin-sum1.1
if -1.1649894726024098e-08 < eps < 1.5493547226850234e-23Initial program 45.1
rmApplied diff-sin45.1
Simplified0.2
Final simplification0.7
herbie shell --seed 2019008
(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: 14.2s)Debug log
1 calls. Slowest were:
| 7.0ms | (- (sin (+ x eps)) (sin x)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 38.3b
Found 2 expressions with local error:
| 4.3b | (sin (+ x eps)) |
| 2.3b | (- (sin (+ x eps)) (sin x)) |
2 calls. Slowest were:
| 10.0ms | (- (sin (+ x eps)) (sin x)) |
| 3.0ms | (sin (+ x eps)) |
2 calls. Slowest were:
| 51.0ms | (sin (+ x eps)) |
| 37.0ms | (- (sin (+ x eps)) (sin x)) |
13 calls. Slowest were:
| 238.0ms | (- eps (+ (* 1/2 (* x (pow eps 2))) (* 1/2 (* (pow x 2) eps)))) |
| 40.0ms | (* (sin (/ (- (+ x eps) x) 2)) (cos (/ (+ (+ x eps) x) 2))) |
| 35.0ms | (- (+ x eps) (* 1/6 (pow x 3))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.3b
Found 2 expressions with local error:
| 4.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.2b | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
2 calls. Slowest were:
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 8.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
2 calls. Slowest were:
| 66.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 16.0ms | (cos (/ (+ (+ x x) eps) 2)) |
14 calls. Slowest were:
| 309.0ms | (- (* 1/2 eps) (+ (* 1/4 (* x (pow eps 2))) (* 1/4 (* (pow x 2) eps)))) |
| 205.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 66.0ms | (* (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2))) (* (* (sin (/ eps 2)) (sin (/ eps 2))) (sin (/ eps 2)))) |
8 alts after pruning (7 fresh and 1 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 4.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 4.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 4.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.5b | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
4 calls. Slowest were:
| 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)))) |
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
4 calls. Slowest were:
| 26.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 18.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 18.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
| 17.0ms | (cos (/ (+ (+ x x) eps) 2)) |
15 calls. Slowest were:
| 241.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 186.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 174.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 4.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.5b | (log (exp (cos (/ (+ (+ x x) eps) 2)))) |
| 0.2b | (* (log (exp (cos (/ (+ (+ x x) eps) 2)))) (sin (/ eps 2))) |
| 0.1b | (exp (cos (/ (+ (+ x x) eps) 2))) |
4 calls. Slowest were:
| 21.0ms | (* (log (exp (cos (/ (+ (+ x x) eps) 2)))) (sin (/ eps 2))) |
| 15.0ms | (log (exp (cos (/ (+ (+ x x) eps) 2)))) |
| 8.0ms | (cos (/ (+ (+ x x) eps) 2)) |
4 calls. Slowest were:
| 69.0ms | (* (log (exp (cos (/ (+ (+ x x) eps) 2)))) (sin (/ eps 2))) |
| 37.0ms | (exp (cos (/ (+ (+ x x) eps) 2))) |
| 22.0ms | (log (exp (cos (/ (+ (+ x x) eps) 2)))) |
| 16.0ms | (cos (/ (+ (+ x x) eps) 2)) |
34 calls. Slowest were:
| 358.0ms | (- (* 1/2 eps) (+ (* 1/4 (* x (pow eps 2))) (* 1/4 (* (pow x 2) eps)))) |
| 317.0ms | (- E (+ (* 1/2 (* x (* E eps))) (* 1/2 (* (pow x 2) E)))) |
| 191.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
8 alts after pruning (6 fresh and 2 done)
Merged error: 0.2b
97.9% (0.3b remaining)
Error of 0.7b against oracle of 0.4b and baseline of 15.5b