


Bits error versus re



Bits error versus im



Bits error versus base
Results
Initial program 31.0
Initial simplification0.4
rmApplied pow10.4
Applied log-pow0.4
Applied associate-/l*0.4
rmApplied div-inv0.5
Applied associate-/r*0.5
rmApplied div-inv0.5
Applied *-un-lft-identity0.5
Applied times-frac0.5
Simplified0.5
Simplified0.4
Final simplification0.4
herbie shell --seed 2018365 +o rules:numerics
(FPCore (re im base)
:name "math.log/2 on complex, real part"
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0)) (+ (* (log base) (log base)) (* 0 0))))
Time bar (total: 12.9s)Debug log
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.3b
Found 2 expressions with local error:
| 0.4b | (/ (log (hypot re im)) (log base)) |
| 0.0b | (hypot re im) |
2 calls. Slowest were:
| 10.0ms | (/ (log (hypot re im)) (log base)) |
| 0.0ms | (hypot re im) |
2 calls. Slowest were:
| 126.0ms | (/ (log (hypot re im)) (log base)) |
| 40.0ms | (hypot re im) |
37 calls. Slowest were:
| 234.0ms | (* -1 (/ (log (/ -1 re)) (- (log -1) (log (/ -1 base))))) |
| 155.0ms | (/ (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (log base) (log base)) (log base))) |
| 26.0ms | (/ (* (cbrt (log (hypot re im))) (cbrt (log (hypot re im)))) (* (cbrt (log base)) (cbrt (log base)))) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 0.0b
Found 3 expressions with local error:
| 0.3b | (/ (log base) (log (hypot re im))) |
| 0.2b | (/ 1 (/ (log base) (log (hypot re im)))) |
| 0.0b | (hypot re im) |
3 calls. Slowest were:
| 7.0ms | (/ (log base) (log (hypot re im))) |
| 3.0ms | (/ 1 (/ (log base) (log (hypot re im)))) |
| 0.0ms | (hypot re im) |
3 calls. Slowest were:
| 156.0ms | (/ (log base) (log (hypot re im))) |
| 133.0ms | (/ 1 (/ (log base) (log (hypot re im)))) |
| 31.0ms | (hypot re im) |
59 calls. Slowest were:
| 1.2s | (* -1 (/ (- (log -1) (log (/ -1 base))) (log (/ -1 re)))) |
| 235.0ms | (* -1 (/ (log (/ -1 re)) (- (log -1) (log (/ -1 base))))) |
| 104.0ms | (/ (* (* (log base) (log base)) (log base)) (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im)))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.0b
Found 3 expressions with local error:
| 0.4b | (* (log (hypot re im)) (/ 1 (log base))) |
| 0.3b | (/ 1 (log base)) |
| 0.0b | (hypot re im) |
3 calls. Slowest were:
| 9.0ms | (* (log (hypot re im)) (/ 1 (log base))) |
| 2.0ms | (/ 1 (log base)) |
| 0.0ms | (hypot re im) |
3 calls. Slowest were:
| 181.0ms | (/ 1 (log base)) |
| 113.0ms | (* (log (hypot re im)) (/ 1 (log base))) |
| 30.0ms | (hypot re im) |
25 calls. Slowest were:
| 316.0ms | (* (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (/ 1 (log base)) (/ 1 (log base))) (/ 1 (log base)))) |
| 201.0ms | (* -1 (/ (log (/ -1 re)) (- (log -1) (log (/ -1 base))))) |
| 52.0ms | (/ 1 (- (log -1) (log (/ -1 base)))) |
12 alts after pruning (11 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.3b | (/ (/ 1 (log base)) (/ 1 (log (hypot re im)))) |
| 0.3b | (/ 1 (log (hypot re im))) |
| 0.3b | (/ 1 (log base)) |
| 0.0b | (hypot re im) |
4 calls. Slowest were:
| 5.0ms | (/ (/ 1 (log base)) (/ 1 (log (hypot re im)))) |
| 1.0ms | (/ 1 (log (hypot re im))) |
| 1.0ms | (/ 1 (log base)) |
4 calls. Slowest were:
| 229.0ms | (/ 1 (log base)) |
| 126.0ms | (/ (/ 1 (log base)) (/ 1 (log (hypot re im)))) |
| 80.0ms | (/ 1 (log (hypot re im))) |
| 40.0ms | (hypot re im) |
65 calls. Slowest were:
| 1.2s | (/ (* (* (/ 1 (log base)) (/ 1 (log base))) (/ 1 (log base))) (* (* (/ 1 (log (hypot re im))) (/ 1 (log (hypot re im)))) (/ 1 (log (hypot re im))))) |
| 213.0ms | (* -1 (/ (log (/ -1 re)) (- (log -1) (log (/ -1 base))))) |
| 99.0ms | (/ (/ 1 (log base)) (/ 1 (log (hypot re im)))) |
12 alts after pruning (11 fresh and 1 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.4b against oracle of 0.0b and baseline of 0.4b