



Bits error versus x
Results
| Original | 39.8 |
|---|---|
| Target | 39.4 |
| Herbie | 0.7 |
if x < -0.001988566952708495Initial program 0.0
rmApplied add-log-exp0.0
if -0.001988566952708495 < x Initial program 59.9
Taylor expanded around 0 1.0
rmApplied add-cube-cbrt1.0
rmApplied pow1/332.4
Applied pow1/332.4
Applied pow-prod-down1.0
Simplified1.0
Final simplification0.7
herbie shell --seed 2019007
(FPCore (x)
:name "expq2 (section 3.11)"
:herbie-target
(/ 1 (- 1 (exp (- x))))
(/ (exp x) (- (exp x) 1)))
Time bar (total: 10.4s)Debug log
1 calls. Slowest were:
| 7.0ms | (/ (exp x) (- (exp x) 1)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 41.1b
Found 2 expressions with local error:
| 6.1b | (- (exp x) 1) |
| 0.5b | (/ (exp x) (- (exp x) 1)) |
2 calls. Slowest were:
| 10.0ms | (/ (exp x) (- (exp x) 1)) |
| 5.0ms | (- (exp x) 1) |
2 calls. Slowest were:
| 29.0ms | (- (exp x) 1) |
| 26.0ms | (/ (exp x) (- (exp x) 1)) |
41 calls. Slowest were:
| 325.0ms | (/ (* (* (exp x) (exp x)) (exp x)) (* (* (- (exp x) 1) (- (exp x) 1)) (- (exp x) 1))) |
| 89.0ms | (+ x (+ (* 1/6 (pow x 3)) (* 1/2 (pow x 2)))) |
| 28.0ms | (+ (* (exp x) (exp x)) (+ (* 1 1) (* (exp x) 1))) |
5 alts after pruning (5 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:
| 11.0ms | (+ (* 1/12 x) (+ (/ 1 x) 1/2)) |
| 0.0ms | (* 1/12 x) |
2 calls. Slowest were:
| 9.0ms | (* 1/12 x) |
| 7.0ms | (+ (* 1/12 x) (+ (/ 1 x) 1/2)) |
7 calls. Slowest were:
| 28.0ms | (* (exp (* 1/12 x)) (exp (+ (/ 1 x) 1/2))) |
| 20.0ms | (+ (* 1/12 x) (+ (/ 1 x) 1/2)) |
| 18.0ms | (+ (* 1/12 x) (+ (/ 1 x) 1/2)) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0.5b
Found 4 expressions with local error:
| 0.6b | (cbrt (* 1/12 x)) |
| 0.6b | (cbrt (* 1/12 x)) |
| 0.6b | (cbrt (* 1/12 x)) |
| 0.5b | (* (cbrt (* 1/12 x)) (cbrt (* 1/12 x))) |
4 calls. Slowest were:
| 9.0ms | (* (cbrt (* 1/12 x)) (cbrt (* 1/12 x))) |
| 1.0ms | (cbrt (* 1/12 x)) |
| 1.0ms | (cbrt (* 1/12 x)) |
4 calls. Slowest were:
| 370.0ms | (* (cbrt (* 1/12 x)) (cbrt (* 1/12 x))) |
| 324.0ms | (cbrt (* 1/12 x)) |
| 324.0ms | (cbrt (* 1/12 x)) |
| 316.0ms | (cbrt (* 1/12 x)) |
31 calls. Slowest were:
| 18.0ms | (* (pow (pow x 2) 1/3) (pow (cbrt 1/12) 2)) |
| 17.0ms | (* (pow (pow x 2) 1/3) (pow (cbrt -1/12) 2)) |
| 17.0ms | (* (pow (pow x 2) 1/3) (pow (cbrt 1/12) 2)) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0.5b
Found 4 expressions with local error:
| 32.2b | (pow (* x (* 1/144 x)) 1/3) |
| 0.6b | (cbrt (* 1/12 x)) |
| 0.4b | (* 1/144 x) |
| 0.4b | (* (pow (* x (* 1/144 x)) 1/3) (cbrt (* 1/12 x))) |
4 calls. Slowest were:
| 10.0ms | (* (pow (* x (* 1/144 x)) 1/3) (cbrt (* 1/12 x))) |
| 2.0ms | (pow (* x (* 1/144 x)) 1/3) |
| 1.0ms | (cbrt (* 1/12 x)) |
4 calls. Slowest were:
| 447.0ms | (* (pow (* x (* 1/144 x)) 1/3) (cbrt (* 1/12 x))) |
| 308.0ms | (pow (* x (* 1/144 x)) 1/3) |
| 272.0ms | (cbrt (* 1/12 x)) |
| 13.0ms | (* 1/144 x) |
29 calls. Slowest were:
| 174.0ms | (exp (* 1/3 (- (log 1/144) (* 2 (log (/ -1 x)))))) |
| 149.0ms | (exp (* 1/3 (- (log 1/144) (* 2 (log (/ 1 x)))))) |
| 100.0ms | (* (* (* (pow (* x (* 1/144 x)) 1/3) (pow (* x (* 1/144 x)) 1/3)) (pow (* x (* 1/144 x)) 1/3)) (* 1/12 x)) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0.5b
98.7% (0.3b remaining)
Error of 0.7b against oracle of 0.4b and baseline of 21.5b