


Bits error versus g



Bits error versus a
Results
Initial program 15.3
rmApplied cbrt-div0.9
rmApplied clear-num0.9
Taylor expanded around 0 34.0
Simplified0.9
Final simplification0.9
herbie shell --seed 2019002
(FPCore (g a)
:name "2-ancestry mixing, zero discriminant"
(cbrt (/ g (* 2 a))))
Time bar (total: 10.5s)Debug log
1 calls. Slowest were:
| 5.0ms | (cbrt (/ g (* 2 a))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 15.3b
Found 1 expressions with local error:
| 15.3b | (cbrt (/ g (* 2 a))) |
1 calls. Slowest were:
| 1.0ms | (cbrt (/ g (* 2 a))) |
1 calls. Slowest were:
| 124.0ms | (cbrt (/ g (* 2 a))) |
8 calls. Slowest were:
| 197.0ms | (* (cbrt 1/2) (exp (* 1/3 (- (log (/ 1 a)) (log (/ 1 g)))))) |
| 176.0ms | (* (cbrt 1/2) (exp (* 1/3 (- (log (/ -1 a)) (log (/ -1 g)))))) |
| 48.0ms | (* (cbrt 1/2) (exp (* 1/3 (- (log g) (log a))))) |
11 alts after pruning (10 fresh and 1 done)
Merged error: 0.2b
Found 3 expressions with local error:
| 0.6b | (cbrt g) |
| 0.5b | (cbrt (* 2 a)) |
| 0.4b | (/ (cbrt g) (cbrt (* 2 a))) |
3 calls. Slowest were:
| 3.0ms | (/ (cbrt g) (cbrt (* 2 a))) |
| 0.0ms | (cbrt (* 2 a)) |
| 0.0ms | (cbrt g) |
3 calls. Slowest were:
| 316.0ms | (cbrt (* 2 a)) |
| 285.0ms | (cbrt g) |
| 162.0ms | (/ (cbrt g) (cbrt (* 2 a))) |
42 calls. Slowest were:
| 199.0ms | (/ (exp (* 1/3 (- (log (/ 1 a)) (log (/ 1 g))))) (cbrt 2)) |
| 124.0ms | (/ (* (exp (* 1/3 (- (log (/ -1 a)) (log (/ -1 g))))) (cbrt -1)) (cbrt -2)) |
| 38.0ms | (/ (exp (* 1/3 (- (log g) (log a)))) (cbrt 2)) |
20 alts after pruning (19 fresh and 1 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 0.6b | (cbrt g) |
| 0.5b | (cbrt (* 2 a)) |
| 0.3b | (/ (cbrt (* 2 a)) (cbrt g)) |
| 0.3b | (/ 1 (/ (cbrt (* 2 a)) (cbrt g))) |
4 calls. Slowest were:
| 4.0ms | (/ (cbrt (* 2 a)) (cbrt g)) |
| 1.0ms | (/ 1 (/ (cbrt (* 2 a)) (cbrt g))) |
| 1.0ms | (cbrt (* 2 a)) |
4 calls. Slowest were:
| 340.0ms | (cbrt (* 2 a)) |
| 278.0ms | (cbrt g) |
| 191.0ms | (/ 1 (/ (cbrt (* 2 a)) (cbrt g))) |
| 181.0ms | (/ (cbrt (* 2 a)) (cbrt g)) |
63 calls. Slowest were:
| 192.0ms | (* (exp (* 1/3 (- (log (/ 1 g)) (log (/ 1 a))))) (cbrt 2)) |
| 175.0ms | (/ (exp (* 1/3 (- (log (/ 1 a)) (log (/ 1 g))))) (cbrt 2)) |
| 146.0ms | (/ (* (cbrt -2) (exp (* 1/3 (- (log (/ -1 g)) (log (/ -1 a)))))) (cbrt -1)) |
18 alts after pruning (18 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.6b | (cbrt g) |
| 0.5b | (cbrt (* 2 a)) |
| 0.3b | (/ (cbrt (* 2 a)) (cbrt g)) |
| 0.3b | (/ 1 (/ (cbrt (* 2 a)) (cbrt g))) |
4 calls. Slowest were:
| 3.0ms | (/ (cbrt (* 2 a)) (cbrt g)) |
| 1.0ms | (/ 1 (/ (cbrt (* 2 a)) (cbrt g))) |
| 0.0ms | (cbrt (* 2 a)) |
4 calls. Slowest were:
| 336.0ms | (cbrt (* 2 a)) |
| 281.0ms | (cbrt g) |
| 160.0ms | (/ 1 (/ (cbrt (* 2 a)) (cbrt g))) |
| 130.0ms | (/ (cbrt (* 2 a)) (cbrt g)) |
63 calls. Slowest were:
| 210.0ms | (* (exp (* 1/3 (- (log (/ 1 g)) (log (/ 1 a))))) (cbrt 2)) |
| 194.0ms | (/ (* (exp (* 1/3 (- (log (/ -1 a)) (log (/ -1 g))))) (cbrt -1)) (cbrt -2)) |
| 189.0ms | (/ (* (cbrt -2) (exp (* 1/3 (- (log (/ -1 g)) (log (/ -1 a)))))) (cbrt -1)) |
18 alts after pruning (17 fresh and 1 done)
Merged error: 0.0b
0% (0.8b remaining)
Error of 0.9b against oracle of 0.1b and baseline of 0.9b