



Bits error versus a




Bits error versus b




Bits error versus c




Bits error versus d
Results
| Original | 26.1 |
|---|---|
| Target | 0.4 |
| Herbie | 26.1 |
Initial program 26.1
rmApplied add-sqr-sqrt26.1
Applied *-un-lft-identity26.1
Applied times-frac26.1
Final simplification26.1
herbie shell --seed 2019007
(FPCore (a b c d)
:name "Complex division, imag part"
:herbie-target
(if (< (fabs d) (fabs c)) (/ (- b (* a (/ d c))) (+ c (* d (/ d c)))) (/ (+ (- a) (* b (/ c d))) (+ d (* c (/ c d)))))
(/ (- (* b c) (* a d)) (+ (* c c) (* d d))))
Time bar (total: 14.8s)Debug log
1 calls. Slowest were:
| 60.0ms | (/ (- (* b c) (* a d)) (+ (* c c) (* d d))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 27.7b
Found 3 expressions with local error:
| 27.6b | (/ (- (* b c) (* a d)) (+ (* c c) (* d d))) |
| 1.2b | (- (* b c) (* a d)) |
| 0.0b | (+ (* c c) (* d d)) |
3 calls. Slowest were:
| 13.0ms | (/ (- (* b c) (* a d)) (+ (* c c) (* d d))) |
| 4.0ms | (+ (* c c) (* d d)) |
| 3.0ms | (- (* b c) (* a d)) |
3 calls. Slowest were:
| 70.0ms | (/ (- (* b c) (* a d)) (+ (* c c) (* d d))) |
| 41.0ms | (- (* b c) (* a d)) |
| 15.0ms | (+ (* c c) (* d d)) |
41 calls. Slowest were:
| 533.0ms | (- (pow (* b c) 3) (pow (* a d) 3)) |
| 205.0ms | (- (* (* b c) (* b c)) (* (* a d) (* a d))) |
| 131.0ms | (+ (* (* c c) (* c c)) (- (* (* d d) (* d d)) (* (* c c) (* d d)))) |
10 alts after pruning (9 fresh and 1 done)
Merged error: 27.2b
Found 4 expressions with local error:
| 32.4b | (sqrt (+ (* c c) (* d d))) |
| 32.4b | (sqrt (+ (* c c) (* d d))) |
| 17.0b | (/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d)))) |
| 1.2b | (- (* b c) (* a d)) |
4 calls. Slowest were:
| 7.0ms | (/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d)))) |
| 4.0ms | (- (* b c) (* a d)) |
| 2.0ms | (sqrt (+ (* c c) (* d d))) |
4 calls. Slowest were:
| 96.0ms | (/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d)))) |
| 45.0ms | (- (* b c) (* a d)) |
| 30.0ms | (sqrt (+ (* c c) (* d d))) |
| 21.0ms | (sqrt (+ (* c c) (* d d))) |
76 calls. Slowest were:
| 254.0ms | (- (pow (* b c) 3) (pow (* a d) 3)) |
| 249.0ms | (- (* (* b c) (* b c)) (* (* a d) (* a d))) |
| 220.0ms | (/ (* (* (- (* b c) (* a d)) (- (* b c) (* a d))) (- (* b c) (* a d))) (* (* (sqrt (+ (* c c) (* d d))) (sqrt (+ (* c c) (* d d)))) (sqrt (+ (* c c) (* d d))))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 26.2b
Found 4 expressions with local error:
| 32.4b | (sqrt (+ (* c c) (* d d))) |
| 32.4b | (sqrt (+ (* c c) (* d d))) |
| 17.0b | (/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d)))) |
| 1.2b | (- (* b c) (* a d)) |
4 calls. Slowest were:
| 7.0ms | (/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d)))) |
| 2.0ms | (sqrt (+ (* c c) (* d d))) |
| 2.0ms | (- (* b c) (* a d)) |
4 calls. Slowest were:
| 90.0ms | (/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d)))) |
| 38.0ms | (- (* b c) (* a d)) |
| 32.0ms | (sqrt (+ (* c c) (* d d))) |
| 28.0ms | (sqrt (+ (* c c) (* d d))) |
76 calls. Slowest were:
| 256.0ms | (- (pow (* b c) 3) (pow (* a d) 3)) |
| 188.0ms | (- (* (* b c) (* b c)) (* (* a d) (* a d))) |
| 169.0ms | (/ (* (* (- (* b c) (* a d)) (- (* b c) (* a d))) (- (* b c) (* a d))) (* (* (sqrt (+ (* c c) (* d d))) (sqrt (+ (* c c) (* d d)))) (sqrt (+ (* c c) (* d d))))) |
12 alts after pruning (11 fresh and 1 done)
Merged error: 26.2b
Found 4 expressions with local error:
| 32.4b | (sqrt (+ (* c c) (* d d))) |
| 32.4b | (sqrt (+ (* c c) (* d d))) |
| 17.1b | (* (- (* b c) (* a d)) (/ 1 (sqrt (+ (* c c) (* d d))))) |
| 1.2b | (- (* b c) (* a d)) |
4 calls. Slowest were:
| 18.0ms | (* (- (* b c) (* a d)) (/ 1 (sqrt (+ (* c c) (* d d))))) |
| 4.0ms | (sqrt (+ (* c c) (* d d))) |
| 4.0ms | (- (* b c) (* a d)) |
4 calls. Slowest were:
| 98.0ms | (* (- (* b c) (* a d)) (/ 1 (sqrt (+ (* c c) (* d d))))) |
| 45.0ms | (- (* b c) (* a d)) |
| 31.0ms | (sqrt (+ (* c c) (* d d))) |
| 30.0ms | (sqrt (+ (* c c) (* d d))) |
45 calls. Slowest were:
| 362.0ms | (* (* (* (- (* b c) (* a d)) (- (* b c) (* a d))) (- (* b c) (* a d))) (* (* (/ 1 (sqrt (+ (* c c) (* d d)))) (/ 1 (sqrt (+ (* c c) (* d d))))) (/ 1 (sqrt (+ (* c c) (* d d)))))) |
| 300.0ms | (* (- (* (* b c) (* b c)) (* (* a d) (* a d))) 1) |
| 249.0ms | (* (+ (* (* b c) (* b c)) (+ (* (* a d) (* a d)) (* (* b c) (* a d)))) (sqrt (+ (* c c) (* d d)))) |
12 alts after pruning (10 fresh and 2 done)
Merged error: 26.2b
0% (2.6b remaining)
Error of 26.1b against oracle of 23.6b and baseline of 26.1b