


Bits error versus re



Bits error versus im



Bits error versus base
Results
if re < -1.0344886903520304e+90Initial program 48.1
Simplified48.1
Taylor expanded around -inf 62.8
Simplified9.2
if -1.0344886903520304e+90 < re < -6.698816263541897e-224 or -2.883666620572429e-242 < re Initial program 21.0
Simplified21.0
rmApplied times-frac20.9
Simplified20.9
if -6.698816263541897e-224 < re < -2.883666620572429e-242Initial program 32.4
Simplified32.4
Taylor expanded around 0 33.5
Final simplification17.1
herbie shell --seed 2019004
(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: 60.0s)Debug log
1 calls. Slowest were:
| 12.0ms | (/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0)) (+ (* (log base) (log base)) (* 0 0))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 29.4b
Found 4 expressions with local error:
| 28.1b | (sqrt (+ (* re re) (* im im))) |
| 0.6b | (* (log base) (log base)) |
| 0.3b | (/ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (log base) (log base))) |
| 0.3b | (* (log (sqrt (+ (* re re) (* im im)))) (log base)) |
4 calls. Slowest were:
| 9.0ms | (/ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (log base) (log base))) |
| 5.0ms | (* (log (sqrt (+ (* re re) (* im im)))) (log base)) |
| 3.0ms | (* (log base) (log base)) |
4 calls. Slowest were:
| 207.0ms | (* (log base) (log base)) |
| 106.0ms | (/ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (log base) (log base))) |
| 91.0ms | (* (log (sqrt (+ (* re re) (* im im)))) (log base)) |
| 30.0ms | (sqrt (+ (* re re) (* im im))) |
49 calls. Slowest were:
| 547.0ms | (/ (* (* (* (log (sqrt (+ (* re re) (* im im)))) (log (sqrt (+ (* re re) (* im im))))) (log (sqrt (+ (* re re) (* im im))))) (* (* (log base) (log base)) (log base))) (* (* (* (log base) (log base)) (* (log base) (log base))) (* (log base) (log base)))) |
| 402.0ms | (* -1 (* (log (/ -1 re)) (- (log -1) (log (/ -1 base))))) |
| 332.0ms | (- (+ (log (log (sqrt (+ (* re re) (* im im))))) (log (log base))) (+ (log (log base)) (log (log base)))) |
14 alts after pruning (13 fresh and 1 done)
Merged error: 7.3b
Found 2 expressions with local error:
| 0.3b | (* (/ -1 (log base)) (log (/ -1 re))) |
| 0.3b | (/ -1 (log base)) |
2 calls. Slowest were:
| 12.0ms | (* (/ -1 (log base)) (log (/ -1 re))) |
| 1.0ms | (/ -1 (log base)) |
2 calls. Slowest were:
| 244.0ms | (/ -1 (log base)) |
| 125.0ms | (* (/ -1 (log base)) (log (/ -1 re))) |
27 calls. Slowest were:
| 436.0ms | (* (* (* (/ -1 (log base)) (/ -1 (log base))) (/ -1 (log base))) (* (* (log (/ -1 re)) (log (/ -1 re))) (log (/ -1 re)))) |
| 137.0ms | (* -1 (/ (- (log -1) (log re)) (log base))) |
| 131.0ms | (* -1 (/ (log (/ -1 re)) (- (log -1) (log (/ -1 base))))) |
21 alts after pruning (19 fresh and 2 done)
Merged error: 7.3b
Found 3 expressions with local error:
| 0.6b | (* (log base) (log base)) |
| 0.4b | (/ (* (log (- re)) (log base)) (* (log base) (log base))) |
| 0.4b | (* (log (- re)) (log base)) |
3 calls. Slowest were:
| 9.0ms | (/ (* (log (- re)) (log base)) (* (log base) (log base))) |
| 4.0ms | (* (log (- re)) (log base)) |
| 4.0ms | (* (log base) (log base)) |
3 calls. Slowest were:
| 166.0ms | (* (log base) (log base)) |
| 108.0ms | (/ (* (log (- re)) (log base)) (* (log base) (log base))) |
| 97.0ms | (* (log (- re)) (log base)) |
40 calls. Slowest were:
| 522.0ms | (- (+ (log (log (- re))) (log (log base))) (+ (log (log base)) (log (log base)))) |
| 329.0ms | (- (log (* (log (- re)) (log base))) (log (* (log base) (log base)))) |
| 326.0ms | (pow (- (log -1) (log (/ -1 base))) 2) |
21 alts after pruning (19 fresh and 2 done)
Merged error: 7.3b
Found 4 expressions with local error:
| 0.7b | (pow (log (- re)) 3) |
| 0.6b | (cbrt (/ (pow (log (- re)) 3) (* (* 1 (log base)) (* (log base) (log base))))) |
| 0.6b | (* (log base) (log base)) |
| 0.4b | (/ (pow (log (- re)) 3) (* (* 1 (log base)) (* (log base) (log base)))) |
4 calls. Slowest were:
| 20.0ms | (/ (pow (log (- re)) 3) (* (* 1 (log base)) (* (log base) (log base)))) |
| 12.0ms | (cbrt (/ (pow (log (- re)) 3) (* (* 1 (log base)) (* (log base) (log base))))) |
| 7.0ms | (* (log base) (log base)) |
4 calls. Slowest were:
| 229.0ms | (pow (log (- re)) 3) |
| 201.0ms | (* (log base) (log base)) |
| 147.0ms | (/ (pow (log (- re)) 3) (* (* 1 (log base)) (* (log base) (log base)))) |
| 120.0ms | (cbrt (/ (pow (log (- re)) 3) (* (* 1 (log base)) (* (log base) (log base))))) |
103 calls. Slowest were:
| 366.0ms | (/ (pow (+ (log re) (log -1)) 3) (pow (log base) 3)) |
| 298.0ms | (* -1 (/ (pow (- (log -1) (log (/ 1 re))) 3) (pow (log (/ 1 base)) 3))) |
| 259.0ms | (/ (* (* (pow (log (- re)) 3) (pow (log (- re)) 3)) (pow (log (- re)) 3)) (* (* (* (* 1 (log base)) (* (log base) (log base))) (* (* 1 (log base)) (* (log base) (log base)))) (* (* 1 (log base)) (* (log base) (log base))))) |
23 alts after pruning (21 fresh and 2 done)
Merged error: 7.3b
54% (10.2b remaining)
Error of 17.1b against oracle of 6.9b and baseline of 29.1b