


Bits error versus re



Bits error versus im



Bits error versus base
Results
Initial program 30.9
Simplified0.4
rmApplied add-cube-cbrt0.4
Final simplification0.4
herbie shell --seed 2019002 +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: 48.7s)Debug log
1 calls. Slowest were:
| 67.0ms | (/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0)) (+ (* (log base) (log base)) (* 0 0))) |
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:
| 5.0ms | (/ (log (hypot re im)) (log base)) |
| 0.0ms | (hypot re im) |
2 calls. Slowest were:
| 115.0ms | (/ (log (hypot re im)) (log base)) |
| 23.0ms | (hypot re im) |
37 calls. Slowest were:
| 204.0ms | (* -1 (/ (log (/ -1 re)) (- (log -1) (log (/ -1 base))))) |
| 114.0ms | (/ (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (log base) (log base)) (log base))) |
| 35.0ms | (/ (* (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 4 expressions with local error:
| 0.6b | (cbrt (hypot re im)) |
| 0.6b | (cbrt (hypot re im)) |
| 0.6b | (cbrt (hypot re im)) |
| 0.5b | (* (cbrt (hypot re im)) (cbrt (hypot re im))) |
4 calls. Slowest were:
| 10.0ms | (* (cbrt (hypot re im)) (cbrt (hypot re im))) |
| 1.0ms | (cbrt (hypot re im)) |
| 1.0ms | (cbrt (hypot re im)) |
4 calls. Slowest were:
| 153.0ms | (cbrt (hypot re im)) |
| 143.0ms | (cbrt (hypot re im)) |
| 138.0ms | (* (cbrt (hypot re im)) (cbrt (hypot re im))) |
| 123.0ms | (cbrt (hypot re im)) |
41 calls. Slowest were:
| 52.0ms | (+ (* 1/6 (* (pow re 2) (pow (/ 1 (pow im 5)) 1/3))) (pow im 1/3)) |
| 51.0ms | (+ (pow im 2/3) (* 1/3 (* (pow re 2) (pow (/ 1 (pow im 4)) 1/3)))) |
| 50.0ms | (+ (* 1/6 (* (pow re 2) (pow (/ 1 (pow im 5)) 1/3))) (pow im 1/3)) |
13 alts after pruning (12 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 5.1b | (pow (hypot re im) 1/3) |
| 0.6b | (cbrt (hypot re im)) |
| 0.6b | (cbrt (hypot re im)) |
| 0.5b | (* (cbrt (hypot re im)) (cbrt (hypot re im))) |
4 calls. Slowest were:
| 12.0ms | (* (cbrt (hypot re im)) (cbrt (hypot re im))) |
| 1.0ms | (pow (hypot re im) 1/3) |
| 1.0ms | (cbrt (hypot re im)) |
4 calls. Slowest were:
| 130.0ms | (* (cbrt (hypot re im)) (cbrt (hypot re im))) |
| 124.0ms | (cbrt (hypot re im)) |
| 121.0ms | (cbrt (hypot re im)) |
| 111.0ms | (pow (hypot re im) 1/3) |
43 calls. Slowest were:
| 51.0ms | (+ (* 1/6 (* (pow re 2) (pow (/ 1 (pow im 5)) 1/3))) (pow im 1/3)) |
| 50.0ms | (+ (* 1/6 (* (pow re 2) (pow (/ 1 (pow im 5)) 1/3))) (pow im 1/3)) |
| 47.0ms | (+ (* 1/6 (* (pow re 2) (pow (/ 1 (pow im 5)) 1/3))) (pow im 1/3)) |
12 alts after pruning (11 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 6.1b | (pow (hypot re im) 2/3) |
| 5.1b | (pow (hypot re im) 1/3) |
| 0.4b | (/ (log (* (pow (hypot re im) 2/3) (pow (hypot re im) 1/3))) (log base)) |
| 0.3b | (* (pow (hypot re im) 2/3) (pow (hypot re im) 1/3)) |
4 calls. Slowest were:
| 17.0ms | (/ (log (* (pow (hypot re im) 2/3) (pow (hypot re im) 1/3))) (log base)) |
| 6.0ms | (* (pow (hypot re im) 2/3) (pow (hypot re im) 1/3)) |
| 1.0ms | (pow (hypot re im) 2/3) |
4 calls. Slowest were:
| 142.0ms | (pow (hypot re im) 1/3) |
| 106.0ms | (/ (log (* (pow (hypot re im) 2/3) (pow (hypot re im) 1/3))) (log base)) |
| 100.0ms | (pow (hypot re im) 2/3) |
| 36.0ms | (* (pow (hypot re im) 2/3) (pow (hypot re im) 1/3)) |
84 calls. Slowest were:
| 360.0ms | (+ (* (log (hypot re im)) 2/3) (log (pow (hypot re im) 1/3))) |
| 345.0ms | (+ (log (pow (hypot re im) 2/3)) (* (log (hypot re im)) 1/3)) |
| 309.0ms | (+ (log (pow (hypot re im) 2/3)) (* (log (hypot re im)) 1/3)) |
12 alts after pruning (10 fresh and 2 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.4b against oracle of 0.0b and baseline of 0.4b