



Bits error versus x
| Original | 29.3 |
|---|---|
| Target | 0.0 |
| Herbie | 0.0 |
if (+ (- (exp x) 2) (exp (- x))) < 0.00020891152756186138Initial program 29.8
Taylor expanded around 0 0.0
Simplified0.0
rmApplied add-sqr-sqrt0.0
if 0.00020891152756186138 < (+ (- (exp x) 2) (exp (- x))) Initial program 1.8
Final simplification0.0
herbie shell --seed 2019005 +o rules:numerics
(FPCore (x)
:name "exp2 (problem 3.3.7)"
:herbie-target
(* 4 (pow (sinh (/ x 2)) 2))
(+ (- (exp x) 2) (exp (- x))))
Time bar (total: 18.8s)Debug log
1 calls. Slowest were:
| 38.0ms | (+ (- (exp x) 2) (exp (- x))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 31.5b
Found 2 expressions with local error:
| 3.0b | (+ (- (exp x) 2) (exp (- x))) |
| 0.0b | (- (exp x) 2) |
2 calls. Slowest were:
| 29.0ms | (+ (- (exp x) 2) (exp (- x))) |
| 6.0ms | (- (exp x) 2) |
2 calls. Slowest were:
| 108.0ms | (+ (- (exp x) 2) (exp (- x))) |
| 13.0ms | (- (exp x) 2) |
23 calls. Slowest were:
| 444.0ms | (+ (* (- (pow (exp x) 3) (pow 2 3)) (exp x)) (* (+ (* (exp x) (exp x)) (+ (* 2 2) (* (exp x) 2))) (exp 0))) |
| 260.0ms | (+ (* (- (pow (exp x) 3) (pow 2 3)) (exp x)) (* (+ (* (exp x) (exp x)) (+ (* 2 2) (* (exp x) 2))) 1)) |
| 246.0ms | (+ (* (- (* (exp x) (exp x)) (* 2 2)) (exp x)) (* (+ (exp x) 2) (exp 0))) |
3 alts after pruning (2 fresh and 1 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 0.0b | (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x))) |
| 0.0b | (fma 1/360 (pow x 6) (* x x)) |
2 calls. Slowest were:
| 0.0ms | (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x))) |
| 0.0ms | (fma 1/360 (pow x 6) (* x x)) |
2 calls. Slowest were:
| 63.0ms | (fma 1/360 (pow x 6) (* x x)) |
| 23.0ms | (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x))) |
6 calls. Slowest were:
| 32.0ms | (+ (pow x 2) (+ (* 1/12 (pow x 4)) (* 1/360 (pow x 6)))) |
| 30.0ms | (+ (pow x 2) (+ (* 1/12 (pow x 4)) (* 1/360 (pow x 6)))) |
| 29.0ms | (+ (pow x 2) (+ (* 1/12 (pow x 4)) (* 1/360 (pow x 6)))) |
5 alts after pruning (3 fresh and 2 done)
Merged error: 0b
Found 4 expressions with local error:
| 25.7b | (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) |
| 25.7b | (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) |
| 0.0b | (* (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x))))) |
| 0.0b | (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x))) |
4 calls. Slowest were:
| 8.0ms | (* (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x))))) |
| 1.0ms | (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) |
| 1.0ms | (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) |
4 calls. Slowest were:
| 67.0ms | (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) |
| 41.0ms | (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) |
| 30.0ms | (* (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) (sqrt (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x))))) |
| 24.0ms | (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x))) |
42 calls. Slowest were:
| 507.0ms | (* (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x))) (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) |
| 458.0ms | (* (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x))) (fma 1/12 (pow x 4) (fma 1/360 (pow x 6) (* x x)))) |
| 358.0ms | (- (+ (* 1/2 (/ 1 (* (sqrt 1/360) x))) (+ (* (sqrt 1/360) (pow x 3)) (* 1/24 (/ x (sqrt 1/360))))) (* 1/1152 (/ 1 (* (pow (sqrt 1/360) 3) x)))) |
5 alts after pruning (2 fresh and 3 done)
Merged error: 0b
Found 4 expressions with local error:
| 26.7b | (cbrt (fma 1/360 (pow x 6) (* x x))) |
| 26.7b | (cbrt (fma 1/360 (pow x 6) (* x x))) |
| 26.7b | (cbrt (fma 1/360 (pow x 6) (* x x))) |
| 0.4b | (* (cbrt (fma 1/360 (pow x 6) (* x x))) (cbrt (fma 1/360 (pow x 6) (* x x)))) |
4 calls. Slowest were:
| 10.0ms | (* (cbrt (fma 1/360 (pow x 6) (* x x))) (cbrt (fma 1/360 (pow x 6) (* x x)))) |
| 6.0ms | (cbrt (fma 1/360 (pow x 6) (* x x))) |
| 1.0ms | (cbrt (fma 1/360 (pow x 6) (* x x))) |
4 calls. Slowest were:
| 750.0ms | (cbrt (fma 1/360 (pow x 6) (* x x))) |
| 740.0ms | (cbrt (fma 1/360 (pow x 6) (* x x))) |
| 666.0ms | (* (cbrt (fma 1/360 (pow x 6) (* x x))) (cbrt (fma 1/360 (pow x 6) (* x x)))) |
| 658.0ms | (cbrt (fma 1/360 (pow x 6) (* x x))) |
41 calls. Slowest were:
| 214.0ms | (- (+ (* 120 (/ (exp (* 1/3 (- (log 1/360) (* 6 (log (/ -1 x)))))) (pow x 4))) (exp (* 1/3 (- (log 1/360) (* 6 (log (/ -1 x))))))) (* 14400 (/ (exp (* 1/3 (- (log 1/360) (* 6 (log (/ -1 x)))))) (pow x 8)))) |
| 193.0ms | (- (+ (* 120 (/ (exp (* 1/3 (- (log 1/360) (* 6 (log (/ -1 x)))))) (pow x 4))) (exp (* 1/3 (- (log 1/360) (* 6 (log (/ -1 x))))))) (* 14400 (/ (exp (* 1/3 (- (log 1/360) (* 6 (log (/ -1 x)))))) (pow x 8)))) |
| 163.0ms | (- (+ (* 120 (/ (exp (* 1/3 (- (log 1/360) (* 6 (log (/ 1 x)))))) (pow x 4))) (exp (* 1/3 (- (log 1/360) (* 6 (log (/ 1 x))))))) (* 14400 (/ (exp (* 1/3 (- (log 1/360) (* 6 (log (/ 1 x)))))) (pow x 8)))) |
5 alts after pruning (1 fresh and 4 done)
Merged error: 0b
97.9% (0.0b remaining)
Error of 0.0b against oracle of 0.0b and baseline of 0.7b