



Bits error versus x
Results
| Original | 39.6 |
|---|---|
| Target | 38.7 |
| Herbie | 0.3 |
if x < -0.0002382015532037084Initial program 0.0
rmApplied add-sqr-sqrt0.1
Applied difference-of-sqr-10.1
Applied associate-/l*0.1
if -0.0002382015532037084 < x Initial program 59.9
Taylor expanded around 0 0.5
Final simplification0.3
herbie shell --seed 2019005
(FPCore (x)
:name "Kahan's exp quotient"
:herbie-target
(if (and (< x 1) (> x -1)) (/ (- (exp x) 1) (log (exp x))) (/ (- (exp x) 1) x))
(/ (- (exp x) 1) x))
Time bar (total: 14.0s)Debug log
1 calls. Slowest were:
| 14.0ms | (/ (- (exp x) 1) x) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 39.7b
Found 2 expressions with local error:
| 4.5b | (- (exp x) 1) |
| 0.0b | (/ (- (exp x) 1) x) |
2 calls. Slowest were:
| 28.0ms | (/ (- (exp x) 1) x) |
| 6.0ms | (- (exp x) 1) |
2 calls. Slowest were:
| 22.0ms | (/ (- (exp x) 1) x) |
| 15.0ms | (- (exp x) 1) |
13 calls. Slowest were:
| 141.0ms | (+ x (+ (* 1/6 (pow x 3)) (* 1/2 (pow x 2)))) |
| 111.0ms | (* -1 (/ (- 1 (exp x)) x)) |
| 30.0ms | (- (* (exp x) (exp x)) (* 1 1)) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0.1b
Found 2 expressions with local error:
| 0.4b | (* 1/6 (pow x 2)) |
| 0.0b | (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1)) |
2 calls. Slowest were:
| 10.0ms | (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1)) |
| 2.0ms | (* 1/6 (pow x 2)) |
2 calls. Slowest were:
| 20.0ms | (* 1/6 (pow x 2)) |
| 10.0ms | (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1)) |
10 calls. Slowest were:
| 42.0ms | (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1)) |
| 39.0ms | (* (exp (* 1/2 x)) (exp (+ (* 1/6 (pow x 2)) 1))) |
| 38.0ms | (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1)) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 8.0b | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 8.0b | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 8.0b | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 0.4b | (* 1/6 (pow x 2)) |
4 calls. Slowest were:
| 10.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 8.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 7.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
4 calls. Slowest were:
| 67.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 67.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 67.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 20.0ms | (* 1/6 (pow x 2)) |
30 calls. Slowest were:
| 396.0ms | (cbrt (+ (pow (* 1/2 x) 3) (pow (+ (* 1/6 (pow x 2)) 1) 3))) |
| 385.0ms | (cbrt (+ (pow (* 1/2 x) 3) (pow (+ (* 1/6 (pow x 2)) 1) 3))) |
| 325.0ms | (+ (/ (exp (* 1/3 (- (log 1/6) (* 2 (log (/ -1 x)))))) x) (+ (/ (exp (* 1/3 (- (log 1/6) (* 2 (log (/ -1 x)))))) (pow x 2)) (exp (* 1/3 (- (log 1/6) (* 2 (log (/ -1 x)))))))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 8.0b | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 8.0b | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 8.0b | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 8.0b | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
4 calls. Slowest were:
| 7.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 6.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 4.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
4 calls. Slowest were:
| 56.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 50.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 48.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
| 43.0ms | (cbrt (+ (* 1/2 x) (+ (* 1/6 (pow x 2)) 1))) |
32 calls. Slowest were:
| 473.0ms | (cbrt (+ (pow (* 1/2 x) 3) (pow (+ (* 1/6 (pow x 2)) 1) 3))) |
| 413.0ms | (cbrt (+ (pow (* 1/2 x) 3) (pow (+ (* 1/6 (pow x 2)) 1) 3))) |
| 410.0ms | (cbrt (+ (pow (* 1/2 x) 3) (pow (+ (* 1/6 (pow x 2)) 1) 3))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0.1b
98.6% (0.3b remaining)
Error of 0.3b against oracle of 0.0b and baseline of 21.2b