



Bits error versus x




Bits error versus eps
Results
| Original | 37.6 |
|---|---|
| Target | 15.0 |
| Herbie | 0.5 |
if eps < -7.2434824827917695e-09Initial program 29.9
rmApplied sin-sum0.5
if -7.2434824827917695e-09 < eps < 1.199463235959429e-08Initial program 45.1
rmApplied diff-sin45.1
Simplified0.3
if 1.199463235959429e-08 < eps Initial program 30.6
rmApplied sin-sum0.6
Applied associate--l+0.6
Final simplification0.5
herbie shell --seed 2019004
(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: 15.1s)Debug log
1 calls. Slowest were:
| 7.0ms | (- (sin (+ x eps)) (sin x)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 38.2b
Found 2 expressions with local error:
| 3.8b | (sin (+ x eps)) |
| 0.8b | (- (sin (+ x eps)) (sin x)) |
2 calls. Slowest were:
| 40.0ms | (- (sin (+ x eps)) (sin x)) |
| 3.0ms | (sin (+ x eps)) |
2 calls. Slowest were:
| 32.0ms | (- (sin (+ x eps)) (sin x)) |
| 19.0ms | (sin (+ x eps)) |
13 calls. Slowest were:
| 335.0ms | (- eps (+ (* 1/2 (* x (pow eps 2))) (* 1/2 (* (pow x 2) eps)))) |
| 37.0ms | (- (+ x eps) (* 1/6 (pow x 3))) |
| 28.0ms | (/ (exp (sin (+ x eps))) (exp (sin x))) |
5 alts after pruning (5 fresh and 0 done)
Merged error: 0.5b
Found 3 expressions with local error:
| 3.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.2b | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 0.2b | (/ (+ (+ x x) eps) 2) |
3 calls. Slowest were:
| 15.0ms | (/ (+ (+ x x) eps) 2) |
| 12.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
3 calls. Slowest were:
| 63.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 19.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 19.0ms | (/ (+ (+ x x) eps) 2) |
21 calls. Slowest were:
| 375.0ms | (- (* 1/2 eps) (+ (* 1/4 (* x (pow eps 2))) (* 1/4 (* (pow x 2) eps)))) |
| 171.0ms | (- (* (+ x x) (+ x x)) (* eps eps)) |
| 152.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
9 alts after pruning (8 fresh and 1 done)
Merged error: 0.5b
Found 4 expressions with local error:
| 3.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.5b | (cbrt (cos (/ (+ (+ x x) eps) 2))) |
4 calls. Slowest were:
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 4.0ms | (cos (/ (+ (+ x x) eps) 2)) |
4 calls. Slowest were:
| 121.0ms | (cbrt (cos (/ (+ (+ x x) eps) 2))) |
| 31.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 27.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 22.0ms | (cos (/ (+ (+ x x) eps) 2)) |
15 calls. Slowest were:
| 207.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 180.0ms | (- 1 (+ (* 1/6 (* x eps)) (* 1/6 (pow x 2)))) |
| 175.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
11 alts after pruning (9 fresh and 2 done)
Merged error: 0.4b
Found 4 expressions with local error:
| 3.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.6b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.6b | (cos (/ (+ (+ x x) eps) 2)) |
4 calls. Slowest were:
| 12.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
4 calls. Slowest were:
| 28.0ms | (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)) |
12 calls. Slowest were:
| 208.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 186.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 152.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
12 alts after pruning (10 fresh and 2 done)
Merged error: 0.4b
99.5% (0.1b remaining)
Error of 0.5b against oracle of 0.4b and baseline of 15.0b