


Bits error versus u



Bits error versus v



Bits error versus t1
Results
Initial program 18.0
Initial simplification1.7
rmApplied div-inv1.7
Applied div-inv1.7
Applied times-frac1.6
Simplified1.4
rmApplied associate-*l/1.3
Final simplification1.3
herbie shell --seed 2018362 +o rules:numerics
(FPCore (u v t1)
:name "Rosa's DopplerBench"
(/ (* (- t1) v) (* (+ t1 u) (+ t1 u))))
Time bar (total: 32.8s)Debug log
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.7b
Found 3 expressions with local error:
| 1.4b | (/ (/ t1 (+ t1 u)) (/ (+ t1 u) (- v))) |
| 0.0b | (/ (+ t1 u) (- v)) |
| 0.0b | (/ t1 (+ t1 u)) |
3 calls. Slowest were:
| 14.0ms | (/ (/ t1 (+ t1 u)) (/ (+ t1 u) (- v))) |
| 5.0ms | (/ (+ t1 u) (- v)) |
| 1.0ms | (/ t1 (+ t1 u)) |
3 calls. Slowest were:
| 106.0ms | (/ (/ t1 (+ t1 u)) (/ (+ t1 u) (- v))) |
| 33.0ms | (/ t1 (+ t1 u)) |
| 31.0ms | (/ (+ t1 u) (- v)) |
264 calls. Slowest were:
| 701.0ms | (/ (/ t1 (- (* t1 t1) (* u u))) (/ 1 (sqrt (- v)))) |
| 484.0ms | (/ (/ t1 (- (* t1 t1) (* u u))) (* (cbrt (/ (+ t1 u) (- v))) (cbrt (/ (+ t1 u) (- v))))) |
| 462.0ms | (- (log (/ t1 (+ t1 u))) (log (/ (+ t1 u) (- v)))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 8.6b | (* (/ (- v) (+ u t1)) t1) |
| 0.2b | (* (/ 1 (+ t1 u)) (* (/ (- v) (+ u t1)) t1)) |
| 0.0b | (/ (- v) (+ u t1)) |
| 0.0b | (/ 1 (+ t1 u)) |
4 calls. Slowest were:
| 20.0ms | (* (/ 1 (+ t1 u)) (* (/ (- v) (+ u t1)) t1)) |
| 11.0ms | (/ (- v) (+ u t1)) |
| 9.0ms | (* (/ (- v) (+ u t1)) t1) |
4 calls. Slowest were:
| 76.0ms | (* (/ 1 (+ t1 u)) (* (/ (- v) (+ u t1)) t1)) |
| 33.0ms | (/ (- v) (+ u t1)) |
| 33.0ms | (* (/ (- v) (+ u t1)) t1) |
| 19.0ms | (/ 1 (+ t1 u)) |
84 calls. Slowest were:
| 461.0ms | (* (/ 1 (+ t1 u)) (* (/ (- v) (+ u t1)) t1)) |
| 383.0ms | (/ (* (* (- v) (- v)) (- v)) (* (* (+ u t1) (+ u t1)) (+ u t1))) |
| 271.0ms | (+ (- (log (+ t1 u))) (log (* (/ (- v) (+ u t1)) t1))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0b
Found 3 expressions with local error:
| 1.2b | (* (/ t1 (+ t1 u)) (/ (- v) (+ t1 u))) |
| 0.0b | (/ (- v) (+ t1 u)) |
| 0.0b | (/ t1 (+ t1 u)) |
3 calls. Slowest were:
| 11.0ms | (* (/ t1 (+ t1 u)) (/ (- v) (+ t1 u))) |
| 6.0ms | (/ (- v) (+ t1 u)) |
| 1.0ms | (/ t1 (+ t1 u)) |
3 calls. Slowest were:
| 84.0ms | (* (/ t1 (+ t1 u)) (/ (- v) (+ t1 u))) |
| 31.0ms | (/ t1 (+ t1 u)) |
| 20.0ms | (/ (- v) (+ t1 u)) |
80 calls. Slowest were:
| 373.0ms | (/ (* (* (- v) (- v)) (- v)) (* (* (+ t1 u) (+ t1 u)) (+ t1 u))) |
| 213.0ms | (* (* (* (/ t1 (+ t1 u)) (/ t1 (+ t1 u))) (/ t1 (+ t1 u))) (/ (* (* (- v) (- v)) (- v)) (* (* (+ t1 u) (+ t1 u)) (+ t1 u)))) |
| 146.0ms | (+ (log (/ t1 (+ t1 u))) (- (log (- v)) (log (+ t1 u)))) |
6 alts after pruning (5 fresh and 1 done)
Merged error: 0b
Found 3 expressions with local error:
| 8.6b | (* t1 (/ (- v) (+ t1 u))) |
| 0.1b | (/ (* t1 (/ (- v) (+ t1 u))) (+ t1 u)) |
| 0.0b | (/ (- v) (+ t1 u)) |
3 calls. Slowest were:
| 9.0ms | (/ (* t1 (/ (- v) (+ t1 u))) (+ t1 u)) |
| 6.0ms | (/ (- v) (+ t1 u)) |
| 3.0ms | (* t1 (/ (- v) (+ t1 u))) |
3 calls. Slowest were:
| 50.0ms | (/ (* t1 (/ (- v) (+ t1 u))) (+ t1 u)) |
| 49.0ms | (* t1 (/ (- v) (+ t1 u))) |
| 29.0ms | (/ (- v) (+ t1 u)) |
78 calls. Slowest were:
| 377.0ms | (/ (* (* (- v) (- v)) (- v)) (* (* (+ t1 u) (+ t1 u)) (+ t1 u))) |
| 170.0ms | (/ (* (* (* t1 (/ (- v) (+ t1 u))) (* t1 (/ (- v) (+ t1 u)))) (* t1 (/ (- v) (+ t1 u)))) (* (* (+ t1 u) (+ t1 u)) (+ t1 u))) |
| 147.0ms | (- (log (* t1 (/ (- v) (+ t1 u)))) (log (+ t1 u))) |
6 alts after pruning (4 fresh and 2 done)
Merged error: 0b
0% (1.3b remaining)
Error of 1.3b against oracle of 0.0b and baseline of 1.3b