


Bits error versus re



Bits error versus im
Results
Initial program 30.9
Simplified0.6
rmApplied add-sqr-sqrt0.6
Applied pow10.6
Applied log-pow0.6
Applied times-frac0.6
rmApplied div-inv0.4
rmApplied add-sqr-sqrt0.4
Applied associate-*l*0.5
Final simplification0.5
herbie shell --seed 2019004 +o rules:numerics
(FPCore (re im)
:name "math.log10 on complex, real part"
(/ (log (sqrt (+ (* re re) (* im im)))) (log 10)))
Time bar (total: 16.7s)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 1 expressions with local error:
| 0.6b | (/ (log (hypot re im)) (log 10)) |
1 calls. Slowest were:
| 5.0ms | (/ (log (hypot re im)) (log 10)) |
1 calls. Slowest were:
| 147.0ms | (/ (log (hypot re im)) (log 10)) |
34 calls. Slowest were:
| 144.0ms | (* -1 (/ (log (/ -1 re)) (log 10))) |
| 139.0ms | (/ (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (log 10) (log 10)) (log 10))) |
| 100.0ms | (* -1 (/ (log (/ 1 re)) (log 10))) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 0.1b
Found 2 expressions with local error:
| 0.4b | (/ (log (hypot re im)) (sqrt (log 10))) |
| 0.3b | (* (/ 1 (sqrt (log 10))) (/ (log (hypot re im)) (sqrt (log 10)))) |
2 calls. Slowest were:
| 9.0ms | (* (/ 1 (sqrt (log 10))) (/ (log (hypot re im)) (sqrt (log 10)))) |
| 6.0ms | (/ (log (hypot re im)) (sqrt (log 10))) |
2 calls. Slowest were:
| 188.0ms | (/ (log (hypot re im)) (sqrt (log 10))) |
| 164.0ms | (* (/ 1 (sqrt (log 10))) (/ (log (hypot re im)) (sqrt (log 10)))) |
105 calls. Slowest were:
| 385.0ms | (* (* (* (/ 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)))) |
| 128.0ms | (+ (log (/ 1 (sqrt (log 10)))) (- (log (log (hypot re im))) (log (sqrt (log 10))))) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 0.3b | (* (/ 1 (sqrt (log 10))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
| 0.2b | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
2 calls. Slowest were:
| 26.0ms | (* (/ 1 (sqrt (log 10))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
| 11.0ms | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
2 calls. Slowest were:
| 205.0ms | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
| 189.0ms | (* (/ 1 (sqrt (log 10))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
38 calls. Slowest were:
| 499.0ms | (* (* (* (/ 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)))))) |
| 298.0ms | (* (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (/ 1 (sqrt (log 10))) (/ 1 (sqrt (log 10)))) (/ 1 (sqrt (log 10))))) |
| 262.0ms | (* (* (* (/ 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)))))) |
12 alts after pruning (11 fresh and 1 done)
Merged error: 0.0b
Found 3 expressions with local error:
| 0.3b | (* (sqrt (/ 1 (sqrt (log 10)))) (* (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)))))) |
| 0.2b | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
3 calls. Slowest were:
| 42.0ms | (* (sqrt (/ 1 (sqrt (log 10)))) (* (sqrt (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10)))))) |
| 22.0ms | (* (sqrt (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
| 5.0ms | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
3 calls. Slowest were:
| 582.0ms | (* (sqrt (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10))))) |
| 196.0ms | (* (log (hypot re im)) (/ 1 (sqrt (log 10)))) |
| 165.0ms | (* (sqrt (/ 1 (sqrt (log 10)))) (* (sqrt (/ 1 (sqrt (log 10)))) (* (log (hypot re im)) (/ 1 (sqrt (log 10)))))) |
75 calls. Slowest were:
| 640.0ms | (* (* (* (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)))))) |
| 372.0ms | (+ (log (sqrt (/ 1 (sqrt (log 10))))) (+ (log (sqrt (/ 1 (sqrt (log 10))))) (log (* (log (hypot re im)) (/ 1 (sqrt (log 10))))))) |
| 314.0ms | (* (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (/ 1 (sqrt (log 10))) (/ 1 (sqrt (log 10)))) (/ 1 (sqrt (log 10))))) |
8 alts after pruning (7 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