



Bits error versus x




Bits error versus eps
Results
| Original | 37.1 |
|---|---|
| Target | 15.1 |
| Herbie | 0.4 |
if eps < -9.009528554123312e-09 or 7.127013155980482e-09 < eps Initial program 29.9
rmApplied sin-sum0.5
if -9.009528554123312e-09 < eps < 7.127013155980482e-09Initial program 44.6
rmApplied diff-sin44.6
Simplified0.3
Final simplification0.4
herbie shell --seed 2019007
(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: 15.8s)Debug log
1 calls. Slowest were:
| 4.0ms | (- (sin (+ x eps)) (sin x)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 36.1b
Found 2 expressions with local error:
| 4.5b | (sin (+ x eps)) |
| 1.2b | (- (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:
| 409.0ms | (- (sin (+ x eps)) (sin x)) |
| 15.0ms | (sin (+ x eps)) |
13 calls. Slowest were:
| 254.0ms | (- eps (+ (* 1/2 (* x (pow eps 2))) (* 1/2 (* (pow x 2) eps)))) |
| 37.0ms | (- (+ x eps) (* 1/6 (pow x 3))) |
| 19.0ms | (* (sin (/ (- (+ x eps) x) 2)) (cos (/ (+ (+ x eps) x) 2))) |
4 alts after pruning (4 fresh and 0 done)
Merged error: 0.3b
Found 3 expressions with local error:
| 4.4b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.3b | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 0.2b | (/ (+ (+ x x) eps) 2) |
3 calls. Slowest were:
| 16.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 14.0ms | (/ (+ (+ x x) eps) 2) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
3 calls. Slowest were:
| 69.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 28.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 28.0ms | (/ (+ (+ x x) eps) 2) |
21 calls. Slowest were:
| 243.0ms | (- (* 1/2 eps) (+ (* 1/4 (* x (pow eps 2))) (* 1/4 (* (pow x 2) eps)))) |
| 208.0ms | (- (* (+ x x) (+ x x)) (* eps eps)) |
| 165.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
11 alts after pruning (10 fresh and 1 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 4.4b | (cos (/ (+ (+ x x) eps) 2)) |
| 4.4b | (cos (/ (+ (+ x x) eps) 2)) |
| 4.4b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.4b | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
4 calls. Slowest were:
| 15.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
4 calls. Slowest were:
| 27.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
| 27.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 27.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 26.0ms | (cos (/ (+ (+ x x) eps) 2)) |
15 calls. Slowest were:
| 209.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 188.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 187.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
11 alts after pruning (9 fresh and 2 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 4.4b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.5b | (log (exp (cos (/ (+ (+ x x) eps) 2)))) |
| 0.3b | (* (log (exp (cos (/ (+ (+ x x) eps) 2)))) (sin (/ eps 2))) |
| 0.2b | (/ (+ (+ x x) eps) 2) |
4 calls. Slowest were:
| 23.0ms | (* (log (exp (cos (/ (+ (+ x x) eps) 2)))) (sin (/ eps 2))) |
| 16.0ms | (log (exp (cos (/ (+ (+ x x) eps) 2)))) |
| 15.0ms | (/ (+ (+ x x) eps) 2) |
4 calls. Slowest were:
| 84.0ms | (* (log (exp (cos (/ (+ (+ x x) eps) 2)))) (sin (/ eps 2))) |
| 28.0ms | (log (exp (cos (/ (+ (+ x x) eps) 2)))) |
| 28.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 17.0ms | (/ (+ (+ x x) eps) 2) |
34 calls. Slowest were:
| 306.0ms | (- (* 1/2 eps) (+ (* 1/4 (* x (pow eps 2))) (* 1/4 (* (pow x 2) eps)))) |
| 190.0ms | (- (* (+ x x) (+ x x)) (* eps eps)) |
| 167.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
11 alts after pruning (9 fresh and 2 done)
Merged error: 0.2b
99.5% (0.1b remaining)
Error of 0.4b against oracle of 0.3b and baseline of 15.1b