



Bits error versus x




Bits error versus eps
Results
| Original | 37.5 |
|---|---|
| Target | 15.3 |
| Herbie | 0.5 |
if eps < -3.444885517251212e-05 or 3.380161426077978e-13 < eps Initial program 30.5
rmApplied sin-sum0.6
Applied associate--l+0.6
if -3.444885517251212e-05 < eps < 3.380161426077978e-13Initial program 44.9
rmApplied diff-sin44.9
Simplified0.4
Final simplification0.5
herbie shell --seed 2018362
(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: 6.3s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 36.9b
Found 2 expressions with local error:
| 3.1b | (sin (+ x eps)) |
| 2.0b | (- (sin (+ x eps)) (sin x)) |
2 calls. Slowest were:
| 5.0ms | (- (sin (+ x eps)) (sin x)) |
| 2.0ms | (sin (+ x eps)) |
2 calls. Slowest were:
| 66.0ms | (- (sin (+ x eps)) (sin x)) |
| 16.0ms | (sin (+ x eps)) |
13 calls. Slowest were:
| 308.0ms | (- eps (+ (* 1/2 (* x (pow eps 2))) (* 1/2 (* (pow x 2) eps)))) |
| 61.0ms | (- (+ x eps) (* 1/6 (pow x 3))) |
| 39.0ms | (* (sin (/ (- (+ x eps) x) 2)) (cos (/ (+ (+ x eps) x) 2))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.2b
Found 2 expressions with local error:
| 3.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.2b | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
2 calls. Slowest were:
| 12.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 9.0ms | (cos (/ (+ (+ x x) eps) 2)) |
2 calls. Slowest were:
| 59.0ms | (* (cos (/ (+ (+ x x) eps) 2)) (sin (/ eps 2))) |
| 29.0ms | (cos (/ (+ (+ x x) eps) 2)) |
14 calls. Slowest were:
| 335.0ms | (- (* 1/2 eps) (+ (* 1/4 (* x (pow eps 2))) (* 1/4 (* (pow x 2) eps)))) |
| 162.0ms | (- 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)))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 3.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 0.5b | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
4 calls. Slowest were:
| 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)) |
| 5.0ms | (cos (/ (+ (+ x x) eps) 2)) |
4 calls. Slowest were:
| 27.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 27.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 26.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 22.0ms | (cbrt (* (* (cos (/ (+ (+ x x) eps) 2)) (cos (/ (+ (+ x x) eps) 2))) (cos (/ (+ (+ x x) eps) 2)))) |
15 calls. Slowest were:
| 241.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 195.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 192.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
8 alts after pruning (6 fresh and 2 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 3.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.0b | (cos (/ (+ (+ x x) eps) 2)) |
| 3.0b | (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:
| 25.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 19.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 16.0ms | (cos (/ (+ (+ x x) eps) 2)) |
| 16.0ms | (cos (/ (+ (+ x x) eps) 2)) |
12 calls. Slowest were:
| 256.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 211.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
| 207.0ms | (- 1 (+ (* 1/2 (* x eps)) (* 1/2 (pow x 2)))) |
8 alts after pruning (5 fresh and 3 done)
Merged error: 0.2b
99.1% (0.1b remaining)
Error of 0.5b against oracle of 0.4b and baseline of 15.3b