



Bits error versus x
Results
| Original | 39.8 |
|---|---|
| Target | 39.4 |
| Herbie | 0.6 |
if x < -0.002285063158101973Initial program 0.0
Taylor expanded around inf 0.0
rmApplied add-sqr-sqrt0.0
Applied difference-of-sqr-10.0
if -0.002285063158101973 < x Initial program 60.1
Taylor expanded around 0 0.8
Final simplification0.6
herbie shell --seed 2019004
(FPCore (x)
:name "expq2 (section 3.11)"
:herbie-target
(/ 1 (- 1 (exp (- x))))
(/ (exp x) (- (exp x) 1)))
Time bar (total: 15.5s)Debug log
1 calls. Slowest were:
| 4.0ms | (/ (exp x) (- (exp x) 1)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 35.5b
Found 2 expressions with local error:
| 2.8b | (- (exp x) 1) |
| 0.5b | (/ (exp x) (- (exp x) 1)) |
2 calls. Slowest were:
| 11.0ms | (/ (exp x) (- (exp x) 1)) |
| 6.0ms | (- (exp x) 1) |
2 calls. Slowest were:
| 34.0ms | (/ (exp x) (- (exp x) 1)) |
| 20.0ms | (- (exp x) 1) |
41 calls. Slowest were:
| 326.0ms | (/ (* (* (exp x) (exp x)) (exp x)) (* (* (- (exp x) 1) (- (exp x) 1)) (- (exp x) 1))) |
| 117.0ms | (+ x (+ (* 1/6 (pow x 3)) (* 1/2 (pow x 2)))) |
| 40.0ms | (+ (* (exp x) (exp x)) (+ (* 1 1) (* (exp x) 1))) |
4 alts after pruning (4 fresh and 0 done)
Merged error: 0.5b
Found 2 expressions with local error:
| 0.4b | (* 1/12 x) |
| 0.0b | (+ (* 1/12 x) (+ (/ 1 x) 1/2)) |
2 calls. Slowest were:
| 6.0ms | (+ (* 1/12 x) (+ (/ 1 x) 1/2)) |
| 0.0ms | (* 1/12 x) |
2 calls. Slowest were:
| 7.0ms | (+ (* 1/12 x) (+ (/ 1 x) 1/2)) |
| 7.0ms | (* 1/12 x) |
7 calls. Slowest were:
| 27.0ms | (* (exp (* 1/12 x)) (exp (+ (/ 1 x) 1/2))) |
| 17.0ms | (+ (* 1/12 x) (+ (/ 1 x) 1/2)) |
| 17.0ms | (+ (* 1/12 x) (+ (/ 1 x) 1/2)) |
6 alts after pruning (5 fresh and 1 done)
Merged error: 0.5b
Found 4 expressions with local error:
| 0.5b | (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) |
| 0.5b | (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) |
| 0.5b | (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) |
| 0.5b | (* (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2)))) |
4 calls. Slowest were:
| 48.0ms | (* (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2)))) |
| 10.0ms | (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) |
| 10.0ms | (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) |
4 calls. Slowest were:
| 104.0ms | (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) |
| 83.0ms | (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) |
| 75.0ms | (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) |
| 47.0ms | (* (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2))) (cbrt (+ (* 1/12 x) (+ (/ 1 x) 1/2)))) |
59 calls. Slowest were:
| 690.0ms | (* (cbrt (+ (* (* 1/12 x) (* 1/12 x)) (- (* (+ (/ 1 x) 1/2) (+ (/ 1 x) 1/2)) (* (* 1/12 x) (+ (/ 1 x) 1/2))))) (cbrt (- (* 1/12 x) (+ (/ 1 x) 1/2)))) |
| 594.0ms | (cbrt (+ (* (* 1/12 x) (* 1/12 x)) (- (* (+ (/ 1 x) 1/2) (+ (/ 1 x) 1/2)) (* (* 1/12 x) (+ (/ 1 x) 1/2))))) |
| 577.0ms | (* (cbrt (- (* 1/12 x) (+ (/ 1 x) 1/2))) (cbrt (+ (* (* 1/12 x) (* 1/12 x)) (- (* (+ (/ 1 x) 1/2) (+ (/ 1 x) 1/2)) (* (* 1/12 x) (+ (/ 1 x) 1/2)))))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0.5b
Found 2 expressions with local error:
| 2.8b | (- (exp x) 1) |
| 0.5b | (/ (exp x) (- (exp x) 1)) |
2 calls. Slowest were:
| 5.0ms | (/ (exp x) (- (exp x) 1)) |
| 3.0ms | (- (exp x) 1) |
2 calls. Slowest were:
| 34.0ms | (/ (exp x) (- (exp x) 1)) |
| 17.0ms | (- (exp x) 1) |
41 calls. Slowest were:
| 204.0ms | (/ (* (* (exp x) (exp x)) (exp x)) (* (* (- (exp x) 1) (- (exp x) 1)) (- (exp x) 1))) |
| 86.0ms | (+ x (+ (* 1/6 (pow x 3)) (* 1/2 (pow x 2)))) |
| 52.0ms | (+ (* (exp x) (exp x)) (+ (* 1 1) (* (exp x) 1))) |
7 alts after pruning (5 fresh and 2 done)
Merged error: 0.5b
98.9% (0.2b remaining)
Error of 0.6b against oracle of 0.3b and baseline of 21.6b