


Bits error versus g



Bits error versus a
Results
Initial program 15.0
rmApplied cbrt-div0.9
Taylor expanded around 0 33.7
Simplified0.9
Final simplification0.9
herbie shell --seed 2019004 +o rules:numerics
(FPCore (g a)
:name "2-ancestry mixing, zero discriminant"
(cbrt (/ g (* 2 a))))
Time bar (total: 9.3s)Debug log
1 calls. Slowest were:
| 5.0ms | (cbrt (/ g (* 2 a))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 18.1b
Found 1 expressions with local error:
| 18.1b | (cbrt (/ g (* 2 a))) |
1 calls. Slowest were:
| 1.0ms | (cbrt (/ g (* 2 a))) |
1 calls. Slowest were:
| 152.0ms | (cbrt (/ g (* 2 a))) |
8 calls. Slowest were:
| 223.0ms | (* (cbrt 1/2) (exp (* 1/3 (- (log (/ 1 a)) (log (/ 1 g)))))) |
| 211.0ms | (* (cbrt 1/2) (exp (* 1/3 (- (log (/ -1 a)) (log (/ -1 g)))))) |
| 43.0ms | (* (cbrt 1/2) (exp (* 1/3 (- (log g) (log a))))) |
8 alts after pruning (7 fresh and 1 done)
Merged error: 0.2b
Found 3 expressions with local error:
| 0.6b | (cbrt (* 2 a)) |
| 0.5b | (cbrt g) |
| 0.3b | (/ (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:
| 308.0ms | (cbrt (* 2 a)) |
| 245.0ms | (cbrt g) |
| 138.0ms | (/ (cbrt g) (cbrt (* 2 a))) |
42 calls. Slowest were:
| 242.0ms | (/ (exp (* 1/3 (- (log (/ 1 a)) (log (/ 1 g))))) (cbrt 2)) |
| 206.0ms | (/ (* (exp (* 1/3 (- (log (/ -1 a)) (log (/ -1 g))))) (cbrt -1)) (cbrt -2)) |
| 48.0ms | (/ (exp (* 1/3 (- (log g) (log a)))) (cbrt 2)) |
17 alts after pruning (16 fresh and 1 done)
Merged error: 0.0b
Found 3 expressions with local error:
| 0.6b | (cbrt (* 2 a)) |
| 0.5b | (cbrt g) |
| 0.3b | (/ (cbrt g) (cbrt (* 2 a))) |
3 calls. Slowest were:
| 6.0ms | (/ (cbrt g) (cbrt (* 2 a))) |
| 1.0ms | (cbrt (* 2 a)) |
| 0.0ms | (cbrt g) |
3 calls. Slowest were:
| 333.0ms | (cbrt (* 2 a)) |
| 324.0ms | (cbrt g) |
| 150.0ms | (/ (cbrt g) (cbrt (* 2 a))) |
42 calls. Slowest were:
| 181.0ms | (/ (* (exp (* 1/3 (- (log (/ -1 a)) (log (/ -1 g))))) (cbrt -1)) (cbrt -2)) |
| 177.0ms | (/ (exp (* 1/3 (- (log (/ 1 a)) (log (/ 1 g))))) (cbrt 2)) |
| 50.0ms | (/ (exp (* 1/3 (- (log g) (log a)))) (cbrt 2)) |
17 alts after pruning (15 fresh and 2 done)
Merged error: 0.0b
Found 3 expressions with local error:
| 0.6b | (cbrt (/ 1 (* 2 a))) |
| 0.5b | (cbrt g) |
| 0.3b | (* (cbrt g) (cbrt (/ 1 (* 2 a)))) |
3 calls. Slowest were:
| 8.0ms | (* (cbrt g) (cbrt (/ 1 (* 2 a)))) |
| 2.0ms | (cbrt (/ 1 (* 2 a))) |
| 0.0ms | (cbrt g) |
3 calls. Slowest were:
| 323.0ms | (cbrt g) |
| 306.0ms | (cbrt (/ 1 (* 2 a))) |
| 141.0ms | (* (cbrt g) (cbrt (/ 1 (* 2 a)))) |
28 calls. Slowest were:
| 197.0ms | (* (exp (* 1/3 (- (log (/ -1 a)) (log (/ -1 g))))) (* (cbrt -1) (cbrt -1/2))) |
| 163.0ms | (* (cbrt 1/2) (exp (* 1/3 (- (log (/ 1 a)) (log (/ 1 g)))))) |
| 43.0ms | (* (cbrt 1/2) (exp (* 1/3 (- (log g) (log a))))) |
17 alts after pruning (15 fresh and 2 done)
Merged error: 0.0b
0% (0.8b remaining)
Error of 0.9b against oracle of 0.1b and baseline of 0.9b