



Bits error versus a




Bits error versus x
Results
| Original | 28.9 |
|---|---|
| Target | 0.2 |
| Herbie | 0.3 |
if (* a x) < -0.14091949297782305Initial program 0.0
rmApplied add-sqr-sqrt0.0
Applied difference-of-sqr-10.0
if -0.14091949297782305 < (* a x) Initial program 44.2
Taylor expanded around 0 13.8
Simplified0.5
Final simplification0.3
herbie shell --seed 2019007
(FPCore (a x)
:name "expax (section 3.5)"
:herbie-target
(if (< (fabs (* a x)) 1/10) (* (* a x) (+ 1 (+ (/ (* a x) 2) (/ (pow (* a x) 2) 6)))) (- (exp (* a x)) 1))
(- (exp (* a x)) 1))
Time bar (total: 12.2s)Debug log
1 calls. Slowest were:
| 5.0ms | (- (exp (* a x)) 1) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 27.9b
Found 2 expressions with local error:
| 3.2b | (- (exp (* a x)) 1) |
| 0.1b | (exp (* a x)) |
2 calls. Slowest were:
| 5.0ms | (- (exp (* a x)) 1) |
| 1.0ms | (exp (* a x)) |
2 calls. Slowest were:
| 27.0ms | (- (exp (* a x)) 1) |
| 11.0ms | (exp (* a x)) |
9 calls. Slowest were:
| 286.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 96.0ms | (+ (* a x) (+ (* 1/2 (* (pow a 2) (pow x 2))) 1)) |
| 5.0ms | (- (exp (* a x)) 1) |
4 alts after pruning (4 fresh and 0 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 0.3b | (* x 1/6) |
| 0.2b | (* (* a x) (* a x)) |
| 0.2b | (* a (* x 1/6)) |
| 0.1b | (* (* (* a x) (* a x)) (+ (* a (* x 1/6)) 1/2)) |
4 calls. Slowest were:
| 12.0ms | (* (* (* a x) (* a x)) (+ (* a (* x 1/6)) 1/2)) |
| 4.0ms | (* (* a x) (* a x)) |
| 1.0ms | (* a (* x 1/6)) |
4 calls. Slowest were:
| 55.0ms | (* (* (* a x) (* a x)) (+ (* a (* x 1/6)) 1/2)) |
| 17.0ms | (* (* a x) (* a x)) |
| 14.0ms | (* a (* x 1/6)) |
| 7.0ms | (* x 1/6) |
32 calls. Slowest were:
| 643.0ms | (+ (* 1/6 (* (pow a 3) (pow x 3))) (* 1/2 (* (pow a 2) (pow x 2)))) |
| 639.0ms | (* (* (* (* a x) (* a x)) (* a x)) (* (* (* a x) (* a x)) (* a x))) |
| 308.0ms | (* (* (* (* (* a x) (* a x)) (* (* a x) (* a x))) (* (* a x) (* a x))) (* (* (+ (* a (* x 1/6)) 1/2) (+ (* a (* x 1/6)) 1/2)) (+ (* a (* x 1/6)) 1/2))) |
4 alts after pruning (3 fresh and 1 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 3.2b | (- (exp (* a x)) 1) |
| 3.2b | (- (exp (* a x)) 1) |
| 3.2b | (- (exp (* a x)) 1) |
| 0.1b | (exp (* a x)) |
4 calls. Slowest were:
| 5.0ms | (- (exp (* a x)) 1) |
| 5.0ms | (- (exp (* a x)) 1) |
| 4.0ms | (- (exp (* a x)) 1) |
4 calls. Slowest were:
| 43.0ms | (- (exp (* a x)) 1) |
| 43.0ms | (- (exp (* a x)) 1) |
| 41.0ms | (- (exp (* a x)) 1) |
| 17.0ms | (exp (* a x)) |
17 calls. Slowest were:
| 391.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 354.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 341.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
4 alts after pruning (3 fresh and 1 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 3.2b | (- (exp (* a x)) 1) |
| 3.2b | (- (exp (* a x)) 1) |
| 3.2b | (- (exp (* a x)) 1) |
| 3.2b | (- (exp (* a x)) 1) |
4 calls. Slowest were:
| 10.0ms | (- (exp (* a x)) 1) |
| 9.0ms | (- (exp (* a x)) 1) |
| 9.0ms | (- (exp (* a x)) 1) |
4 calls. Slowest were:
| 43.0ms | (- (exp (* a x)) 1) |
| 41.0ms | (- (exp (* a x)) 1) |
| 31.0ms | (- (exp (* a x)) 1) |
| 30.0ms | (- (exp (* a x)) 1) |
16 calls. Slowest were:
| 396.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 358.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
| 358.0ms | (+ (* 1/2 (* (pow a 2) (pow x 2))) (+ (* a x) (* 1/6 (* (pow a 3) (pow x 3))))) |
4 alts after pruning (2 fresh and 2 done)
Merged error: 0.1b
98.6% (0.3b remaining)
Error of 0.3b against oracle of 0.1b and baseline of 21.6b