


Bits error versus u



Bits error versus v



Bits error versus t1
Results
Initial program 18.0
Initial simplification1.6
rmApplied div-inv1.6
Applied *-un-lft-identity1.6
Applied times-frac1.5
Simplified1.4
rmApplied associate-*l/1.3
Simplified1.5
Final simplification1.5
herbie shell --seed 2018365 +o rules:numerics
(FPCore (u v t1)
:name "Rosa's DopplerBench"
(/ (* (- t1) v) (* (+ t1 u) (+ t1 u))))
Time bar (total: 39.5s)Debug log
2 alts after pruning (2 fresh and 0 done)
Merged error: 1.2b
Found 3 expressions with local error:
| 2.0b | (/ (/ t1 (+ t1 u)) (/ (+ t1 u) (- v))) |
| 0.0b | (/ t1 (+ t1 u)) |
| 0.0b | (/ (+ t1 u) (- v)) |
3 calls. Slowest were:
| 15.0ms | (/ (/ t1 (+ t1 u)) (/ (+ t1 u) (- v))) |
| 6.0ms | (/ (+ t1 u) (- v)) |
| 1.0ms | (/ t1 (+ t1 u)) |
3 calls. Slowest were:
| 131.0ms | (/ (/ t1 (+ t1 u)) (/ (+ t1 u) (- v))) |
| 32.0ms | (/ (+ t1 u) (- v)) |
| 29.0ms | (/ t1 (+ t1 u)) |
264 calls. Slowest were:
| 568.0ms | (/ (/ t1 (- (* t1 t1) (* u u))) (/ 1 (sqrt (- v)))) |
| 440.0ms | (/ (/ t1 (- (* t1 t1) (* u u))) (/ (sqrt (+ t1 u)) -1)) |
| 428.0ms | (/ (* (* (+ t1 u) (+ t1 u)) (+ t1 u)) (* (* (- v) (- v)) (- v))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 9.2b | (* (/ (- v) (+ u t1)) t1) |
| 0.9b | (* (/ 1 (+ t1 u)) (* (/ (- v) (+ u t1)) t1)) |
| 0.0b | (/ 1 (+ t1 u)) |
| 0.0b | (/ (- v) (+ u t1)) |
4 calls. Slowest were:
| 11.0ms | (* (/ 1 (+ t1 u)) (* (/ (- v) (+ u t1)) t1)) |
| 9.0ms | (* (/ (- v) (+ u t1)) t1) |
| 3.0ms | (/ (- v) (+ u t1)) |
4 calls. Slowest were:
| 70.0ms | (* (/ 1 (+ t1 u)) (* (/ (- v) (+ u t1)) t1)) |
| 42.0ms | (* (/ (- v) (+ u t1)) t1) |
| 33.0ms | (/ (- v) (+ u t1)) |
| 25.0ms | (/ 1 (+ t1 u)) |
84 calls. Slowest were:
| 465.0ms | (* (/ 1 (+ t1 u)) (* (/ (- v) (+ u t1)) t1)) |
| 418.0ms | (/ (* (* (- v) (- v)) (- v)) (* (* (+ u t1) (+ u t1)) (+ u t1))) |
| 316.0ms | (+ (- (log (+ t1 u))) (log (* (/ (- v) (+ u t1)) t1))) |
5 alts after pruning (5 fresh and 0 done)
Merged error: 0b
Found 3 expressions with local error:
| 9.4b | (/ t1 (/ (+ u t1) (- v))) |
| 0.8b | (/ (/ t1 (/ (+ u t1) (- v))) (+ t1 u)) |
| 0.0b | (/ (+ u t1) (- v)) |
3 calls. Slowest were:
| 3.0ms | (/ (/ t1 (/ (+ u t1) (- v))) (+ t1 u)) |
| 3.0ms | (/ (+ u t1) (- v)) |
| 1.0ms | (/ t1 (/ (+ u t1) (- v))) |
3 calls. Slowest were:
| 90.0ms | (/ (/ t1 (/ (+ u t1) (- v))) (+ t1 u)) |
| 56.0ms | (/ t1 (/ (+ u t1) (- v))) |
| 33.0ms | (/ (+ u t1) (- v)) |
99 calls. Slowest were:
| 380.0ms | (/ (* (* (+ u t1) (+ u t1)) (+ u t1)) (* (* (- v) (- v)) (- v))) |
| 327.0ms | (/ (/ 1 (/ (+ u t1) (- v))) (cbrt (+ t1 u))) |
| 264.0ms | (/ (/ 1 (/ (+ u t1) (- v))) (sqrt (+ t1 u))) |
5 alts after pruning (4 fresh and 1 done)
Merged error: 0b
Found 4 expressions with local error:
| 9.4b | (/ t1 (/ (+ u t1) (- v))) |
| 0.8b | (/ (+ t1 u) (/ t1 (/ (+ u t1) (- v)))) |
| 0.4b | (/ 1 (/ (+ t1 u) (/ t1 (/ (+ u t1) (- v))))) |
| 0.0b | (/ (+ u t1) (- v)) |
4 calls. Slowest were:
| 3.0ms | (/ (+ u t1) (- v)) |
| 3.0ms | (/ (+ t1 u) (/ t1 (/ (+ u t1) (- v)))) |
| 1.0ms | (/ 1 (/ (+ t1 u) (/ t1 (/ (+ u t1) (- v))))) |
4 calls. Slowest were:
| 72.0ms | (/ 1 (/ (+ t1 u) (/ t1 (/ (+ u t1) (- v))))) |
| 69.0ms | (/ t1 (/ (+ u t1) (- v))) |
| 39.0ms | (/ (+ t1 u) (/ t1 (/ (+ u t1) (- v)))) |
| 22.0ms | (/ (+ u t1) (- v)) |
126 calls. Slowest were:
| 433.0ms | (/ (* (* (+ u t1) (+ u t1)) (+ u t1)) (* (* (- v) (- v)) (- v))) |
| 357.0ms | (sqrt (+ t1 u)) |
| 233.0ms | (- (+ (* 2 (/ u v)) (+ (/ t1 v) (/ (pow u 2) (* v t1))))) |
5 alts after pruning (3 fresh and 2 done)
Merged error: 0b
0% (1.5b remaining)
Error of 1.5b against oracle of 0.0b and baseline of 1.5b