


Bits error versus re



Bits error versus im
Results
Initial program 31.1
Simplified0.6
rmApplied add-sqr-sqrt0.6
Applied pow10.6
Applied log-pow0.6
Applied times-frac0.5
rmApplied div-inv0.4
rmApplied add-sqr-sqrt0.4
Applied associate-*l*0.5
rmApplied associate-*r*0.5
Final simplification0.5
herbie shell --seed 2019005 +o rules:numerics
(FPCore (re im)
:name "math.log10 on complex, real part"
(/ (log (sqrt (+ (* re re) (* im im)))) (log 10)))
Time bar (total: 17.8s)Debug log
1 calls. Slowest were:
| 13.0ms | (/ (log (sqrt (+ (* re re) (* im im)))) (log 10)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 0.6b
Found 2 expressions with local error:
| 0.6b | (/ (log (hypot re im)) (log 10)) |
| 0.0b | (hypot re im) |
2 calls. Slowest were:
| 5.0ms | (/ (log (hypot re im)) (log 10)) |
| 0.0ms | (hypot re im) |
2 calls. Slowest were:
| 158.0ms | (/ (log (hypot re im)) (log 10)) |
| 34.0ms | (hypot re im) |
37 calls. Slowest were:
| 140.0ms | (* -1 (/ (log (/ -1 re)) (log 10))) |
| 112.0ms | (/ (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (log 10) (log 10)) (log 10))) |
| 107.0ms | (* -1 (/ (log (/ 1 re)) (log 10))) |
13 alts after pruning (12 fresh and 1 done)
Merged error: 0.1b
Found 3 expressions with local error:
| 0.5b | (/ (log (hypot re im)) (sqrt (log 10))) |
| 0.3b | (* (/ 1 (sqrt (log 10))) (/ (log (hypot re im)) (sqrt (log 10)))) |
| 0.0b | (hypot re im) |
3 calls. Slowest were:
| 14.0ms | (* (/ 1 (sqrt (log 10))) (/ (log (hypot re im)) (sqrt (log 10)))) |
| 11.0ms | (/ (log (hypot re im)) (sqrt (log 10))) |
| 0.0ms | (hypot re im) |
3 calls. Slowest were:
| 200.0ms | (/ (log (hypot re im)) (sqrt (log 10))) |
| 131.0ms | (* (/ 1 (sqrt (log 10))) (/ (log (hypot re im)) (sqrt (log 10)))) |
| 28.0ms | (hypot re im) |
108 calls. Slowest were:
| 398.0ms | (* (* (* (/ 1 (sqrt (log 10))) (/ 1 (sqrt (log 10)))) (/ 1 (sqrt (log 10)))) (* (* (/ (log (hypot re im)) (sqrt (log 10))) (/ (log (hypot re im)) (sqrt (log 10)))) (/ (log (hypot re im)) (sqrt (log 10))))) |
| 152.0ms | (/ (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (sqrt (log 10)) (sqrt (log 10))) (sqrt (log 10)))) |
| 139.0ms | (+ (log (/ 1 (sqrt (log 10)))) (- (log (log (hypot re im))) (log (sqrt (log 10))))) |
13 alts after pruning (12 fresh and 1 done)
Merged error: 0b
Found 3 expressions with local error:
| 0.3b | (* (/ 1 (sqrt (log 10))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
| 0.3b | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
| 0.0b | (hypot re im) |
3 calls. Slowest were:
| 13.0ms | (* (/ 1 (sqrt (log 10))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
| 6.0ms | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
| 0.0ms | (hypot re im) |
3 calls. Slowest were:
| 224.0ms | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
| 164.0ms | (* (/ 1 (sqrt (log 10))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
| 40.0ms | (hypot re im) |
41 calls. Slowest were:
| 512.0ms | (* (* (* (/ 1 (sqrt (log 10))) (/ 1 (sqrt (log 10)))) (/ 1 (sqrt (log 10)))) (* (* (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) (* (log (hypot re im)) (/ 1 (sqrt (log 10)))))) |
| 291.0ms | (* (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (/ 1 (sqrt (log 10))) (/ 1 (sqrt (log 10)))) (/ 1 (sqrt (log 10))))) |
| 253.0ms | (* (* (* (/ 1 (sqrt (log 10))) (/ 1 (sqrt (log 10)))) (/ 1 (sqrt (log 10)))) (* (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (/ 1 (sqrt (log 10))) (/ 1 (sqrt (log 10)))) (/ 1 (sqrt (log 10)))))) |
11 alts after pruning (10 fresh and 1 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.3b | (* (sqrt (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
| 0.3b | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
| 0.3b | (* (sqrt (/ 1 (sqrt (log 10)))) (* (sqrt (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10)))))) |
| 0.0b | (hypot re im) |
4 calls. Slowest were:
| 57.0ms | (* (sqrt (/ 1 (sqrt (log 10)))) (* (sqrt (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10)))))) |
| 23.0ms | (* (sqrt (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
| 10.0ms | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
4 calls. Slowest were:
| 506.0ms | (* (sqrt (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
| 176.0ms | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
| 155.0ms | (* (sqrt (/ 1 (sqrt (log 10)))) (* (sqrt (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10)))))) |
| 38.0ms | (hypot re im) |
78 calls. Slowest were:
| 603.0ms | (* (* (* (sqrt (/ 1 (sqrt (log 10)))) (sqrt (/ 1 (sqrt (log 10))))) (sqrt (/ 1 (sqrt (log 10))))) (* (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (/ 1 (sqrt (log 10))) (/ 1 (sqrt (log 10)))) (/ 1 (sqrt (log 10)))))) |
| 504.0ms | (* (* (* (sqrt (/ 1 (sqrt (log 10)))) (sqrt (/ 1 (sqrt (log 10))))) (sqrt (/ 1 (sqrt (log 10))))) (* (* (* (sqrt (/ 1 (sqrt (log 10)))) (sqrt (/ 1 (sqrt (log 10))))) (sqrt (/ 1 (sqrt (log 10))))) (* (* (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))))) |
| 319.0ms | (+ (log (sqrt (/ 1 (sqrt (log 10))))) (+ (log (sqrt (/ 1 (sqrt (log 10))))) (log (* (log (hypot re im)) (/ 1 (sqrt (log 10))))))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0b
0% (0.5b remaining)
Error of 0.5b against oracle of 0.0b and baseline of 0.5b