


Bits error versus re



Bits error versus im



Bits error versus base
Results
Initial program 31.1
Simplified0.4
rmApplied div-inv0.4
rmApplied add-cube-cbrt0.4
Final simplification0.4
herbie shell --seed 2019008 +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: 43.7s)Debug log
1 calls. Slowest were:
| 43.0ms | (/ (+ (* (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:
| 10.0ms | (/ (log (hypot re im)) (log base)) |
| 0.0ms | (hypot re im) |
2 calls. Slowest were:
| 103.0ms | (/ (log (hypot re im)) (log base)) |
| 32.0ms | (hypot re im) |
37 calls. Slowest were:
| 236.0ms | (* -1 (/ (log (/ -1 re)) (- (log -1) (log (/ -1 base))))) |
| 119.0ms | (/ (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (log base) (log base)) (log base))) |
| 15.0ms | (/ (* (cbrt (log (hypot re im))) (cbrt (log (hypot re im)))) (* (cbrt (log base)) (cbrt (log base)))) |
15 alts after pruning (15 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:
| 5.0ms | (* (log (hypot re im)) (/ 1 (log base))) |
| 1.0ms | (/ 1 (log base)) |
| 0.0ms | (hypot re im) |
3 calls. Slowest were:
| 197.0ms | (/ 1 (log base)) |
| 79.0ms | (* (log (hypot re im)) (/ 1 (log base))) |
| 33.0ms | (hypot re im) |
25 calls. Slowest were:
| 267.0ms | (* (* (* (log (hypot re im)) (log (hypot re im))) (log (hypot re im))) (* (* (/ 1 (log base)) (/ 1 (log base))) (/ 1 (log base)))) |
| 204.0ms | (* -1 (/ (log (/ -1 re)) (- (log -1) (log (/ -1 base))))) |
| 47.0ms | (/ 1 (- (log -1) (log (/ -1 base)))) |
13 alts after pruning (13 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.5b | (cbrt (hypot re im)) |
| 0.5b | (cbrt (hypot re im)) |
| 0.5b | (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))) |
| 4.0ms | (cbrt (hypot re im)) |
| 1.0ms | (cbrt (hypot re im)) |
4 calls. Slowest were:
| 123.0ms | (cbrt (hypot re im)) |
| 110.0ms | (cbrt (hypot re im)) |
| 97.0ms | (* (cbrt (hypot re im)) (cbrt (hypot re im))) |
| 87.0ms | (cbrt (hypot re im)) |
41 calls. Slowest were:
| 29.0ms | (+ (* 1/6 (* (pow re 2) (pow (/ 1 (pow im 5)) 1/3))) (pow im 1/3)) |
| 28.0ms | (+ (pow im 2/3) (* 1/3 (* (pow re 2) (pow (/ 1 (pow im 4)) 1/3)))) |
| 25.0ms | (+ (* 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) |
| 0.5b | (cbrt (hypot re im)) |
| 0.5b | (cbrt (hypot re im)) |
| 0.5b | (* (cbrt (hypot re im)) (pow (hypot re im) 1/3)) |
4 calls. Slowest were:
| 10.0ms | (* (cbrt (hypot re im)) (pow (hypot re im) 1/3)) |
| 2.0ms | (pow (hypot re im) 1/3) |
| 1.0ms | (cbrt (hypot re im)) |
4 calls. Slowest were:
| 139.0ms | (cbrt (hypot re im)) |
| 124.0ms | (cbrt (hypot re im)) |
| 122.0ms | (pow (hypot re im) 1/3) |
| 121.0ms | (* (cbrt (hypot re im)) (pow (hypot re im) 1/3)) |
42 calls. Slowest were:
| 49.0ms | (+ (* 1/6 (* (pow re 2) (pow (/ 1 (pow im 5)) 1/3))) (pow im 1/3)) |
| 48.0ms | (+ (* 1/6 (* (pow re 2) (pow (/ 1 (pow im 5)) 1/3))) (pow im 1/3)) |
| 41.0ms | (* (hypot re im) (* (* (pow (hypot re im) 1/3) (pow (hypot re im) 1/3)) (pow (hypot re im) 1/3))) |
13 alts after pruning (11 fresh and 2 done)
Merged error: 0.0b
0% (0.4b remaining)
Error of 0.4b against oracle of 0.0b and baseline of 0.4b