


Bits error versus x
Results
Initial program 0.0
Initial simplification0.0
rmApplied div-inv0.0
Applied distribute-rgt1-in0.0
Applied log-prod0.2
Simplified0.2
rmApplied add-sqr-sqrt0.2
Applied log-prod0.2
Applied associate-+r+0.2
Final simplification0.2
herbie shell --seed 2018360 +o rules:numerics
(FPCore (x)
:name "Hyperbolic arc-(co)secant"
(log (+ (/ 1 x) (/ (sqrt (- 1 (* x x))) x))))
Time bar (total: 6.3s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 0.2b
Found 2 expressions with local error:
| 0.2b | (log (+ (/ 1 x) (/ (sqrt (- 1 (* x x))) x))) |
| 0.0b | (- 1 (* x x)) |
2 calls. Slowest were:
| 7.0ms | (log (+ (/ 1 x) (/ (sqrt (- 1 (* x x))) x))) |
| 1.0ms | (- 1 (* x x)) |
2 calls. Slowest were:
| 124.0ms | (log (+ (/ 1 x) (/ (sqrt (- 1 (* x x))) x))) |
| 18.0ms | (- 1 (* x x)) |
18 calls. Slowest were:
| 414.0ms | (- (log 2) (+ (* 1/4 (pow x 2)) (+ (* 3/32 (pow x 4)) (log x)))) |
| 380.0ms | (log (- (* (/ 1 x) (/ 1 x)) (* (/ (sqrt (- 1 (* x x))) x) (/ (sqrt (- 1 (* x x))) x)))) |
| 273.0ms | (- (+ (log (sqrt -1)) (/ 1 (* x (sqrt -1)))) (* 1/6 (/ 1 (* (pow x 3) (pow (sqrt -1) 3))))) |
2 alts after pruning (1 fresh and 1 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 0.2b | (+ (log1p (sqrt (- 1 (* x x)))) (log (/ 1 x))) |
| 0.0b | (- 1 (* x x)) |
2 calls. Slowest were:
| 11.0ms | (+ (log1p (sqrt (- 1 (* x x)))) (log (/ 1 x))) |
| 1.0ms | (- 1 (* x x)) |
2 calls. Slowest were:
| 129.0ms | (+ (log1p (sqrt (- 1 (* x x)))) (log (/ 1 x))) |
| 20.0ms | (- 1 (* x x)) |
19 calls. Slowest were:
| 400.0ms | (- (log 2) (+ (* 1/4 (pow x 2)) (+ (* 3/32 (pow x 4)) (log x)))) |
| 238.0ms | (- (+ (* 1/6 (/ 1 (* (pow x 3) (pow (sqrt -1) 3)))) (+ (log (sqrt -1)) (log -1))) (/ 1 (* x (sqrt -1)))) |
| 230.0ms | (- (+ (log (sqrt -1)) (/ 1 (* x (sqrt -1)))) (* 1/6 (/ 1 (* (pow x 3) (pow (sqrt -1) 3))))) |
2 alts after pruning (1 fresh and 1 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.2b | (+ (+ (log1p (sqrt (- 1 (* x x)))) (log (sqrt (/ 1 x)))) (log (sqrt (/ 1 x)))) |
| 0.1b | (sqrt (/ 1 x)) |
| 0.1b | (sqrt (/ 1 x)) |
| 0.1b | (+ (log1p (sqrt (- 1 (* x x)))) (log (sqrt (/ 1 x)))) |
4 calls. Slowest were:
| 27.0ms | (+ (+ (log1p (sqrt (- 1 (* x x)))) (log (sqrt (/ 1 x)))) (log (sqrt (/ 1 x)))) |
| 4.0ms | (+ (log1p (sqrt (- 1 (* x x)))) (log (sqrt (/ 1 x)))) |
| 1.0ms | (sqrt (/ 1 x)) |
4 calls. Slowest were:
| 100.0ms | (+ (log1p (sqrt (- 1 (* x x)))) (log (sqrt (/ 1 x)))) |
| 85.0ms | (+ (+ (log1p (sqrt (- 1 (* x x)))) (log (sqrt (/ 1 x)))) (log (sqrt (/ 1 x)))) |
| 10.0ms | (sqrt (/ 1 x)) |
| 10.0ms | (sqrt (/ 1 x)) |
59 calls. Slowest were:
| 66.0ms | (* (* (+ 1 (sqrt (- 1 (* x x)))) (sqrt (/ 1 x))) (sqrt (/ 1 x))) |
| 38.0ms | (* (* (exp (log1p (sqrt (- 1 (* x x))))) (sqrt (/ 1 x))) (sqrt (/ 1 x))) |
| 37.0ms | (* (+ 1 (sqrt (- 1 (* x x)))) (sqrt (/ 1 x))) |
2 alts after pruning (0 fresh and 2 done)
Merged error: 0b
0% (0.2b remaining)
Error of 0.2b against oracle of 0.0b and baseline of 0.2b