


Bits error versus r



Bits error versus a



Bits error versus b
Results
Initial program 15.1
Initial simplification15.1
rmApplied cos-sum0.3
rmApplied *-un-lft-identity0.3
Applied times-frac0.3
Simplified0.3
rmApplied div-inv0.4
Applied associate-*r*0.4
Final simplification0.4
herbie shell --seed 2018360
(FPCore (r a b)
:name "r*sin(b)/cos(a+b), B"
(* r (/ (sin b) (cos (+ a b)))))
Time bar (total: 15.8s)Debug log
2 alts after pruning (2 fresh and 0 done)
Merged error: 15.6b
Found 3 expressions with local error:
| 2.3b | (cos (+ b a)) |
| 0.2b | (/ (* r (sin b)) (cos (+ b a))) |
| 0.1b | (* r (sin b)) |
3 calls. Slowest were:
| 9.0ms | (/ (* r (sin b)) (cos (+ b a))) |
| 5.0ms | (cos (+ b a)) |
| 2.0ms | (* r (sin b)) |
3 calls. Slowest were:
| 117.0ms | (/ (* r (sin b)) (cos (+ b a))) |
| 50.0ms | (* r (sin b)) |
| 33.0ms | (cos (+ b a)) |
24 calls. Slowest were:
| 520.0ms | (/ (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (cos (+ b a)) (cos (+ b a))) (cos (+ b a)))) |
| 275.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 126.0ms | (- 1 (+ (* 1/2 (pow b 2)) (* a b))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 0.2b | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 0.2b | (* (sin b) (sin a)) |
| 0.1b | (- (* (cos b) (cos a)) (* (sin b) (sin a))) |
| 0.1b | (* (cos b) (cos a)) |
4 calls. Slowest were:
| 19.0ms | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 7.0ms | (- (* (cos b) (cos a)) (* (sin b) (sin a))) |
| 7.0ms | (* (sin b) (sin a)) |
4 calls. Slowest were:
| 236.0ms | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 103.0ms | (- (* (cos b) (cos a)) (* (sin b) (sin a))) |
| 58.0ms | (* (cos b) (cos a)) |
| 58.0ms | (* (sin b) (sin a)) |
48 calls. Slowest were:
| 397.0ms | (- (+ (cos (+ b a)) (cos (- b a))) (- (cos (- b a)) (cos (+ b a)))) |
| 300.0ms | (- (* (+ (cos (+ b a)) (cos (- b a))) 2) (* 2 (- (cos (- b a)) (cos (+ b a))))) |
| 235.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 0.2b | (* (sin b) (sin a)) |
| 0.2b | (* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 0.1b | (- (* (cos b) (cos a)) (* (sin b) (sin a))) |
4 calls. Slowest were:
| 21.0ms | (* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 19.0ms | (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 13.0ms | (- (* (cos b) (cos a)) (* (sin b) (sin a))) |
4 calls. Slowest were:
| 285.0ms | (* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 118.0ms | (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 93.0ms | (- (* (cos b) (cos a)) (* (sin b) (sin a))) |
| 55.0ms | (* (sin b) (sin a)) |
70 calls. Slowest were:
| 454.0ms | (- (+ (cos (+ b a)) (cos (- b a))) (- (cos (- b a)) (cos (+ b a)))) |
| 257.0ms | (- (* (+ (cos (+ b a)) (cos (- b a))) 2) (* 2 (- (cos (- b a)) (cos (+ b a))))) |
| 206.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (* (* r (sin b)) (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 0.2b | (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 0.2b | (* (sin b) (sin a)) |
| 0.1b | (- (* (cos b) (cos a)) (* (sin b) (sin a))) |
4 calls. Slowest were:
| 17.0ms | (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 13.0ms | (* (* r (sin b)) (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 13.0ms | (- (* (cos b) (cos a)) (* (sin b) (sin a))) |
4 calls. Slowest were:
| 272.0ms | (* (* r (sin b)) (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 122.0ms | (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 99.0ms | (- (* (cos b) (cos a)) (* (sin b) (sin a))) |
| 58.0ms | (* (sin b) (sin a)) |
45 calls. Slowest were:
| 417.0ms | (- (+ (cos (+ b a)) (cos (- b a))) (- (cos (- b a)) (cos (+ b a)))) |
| 359.0ms | (* (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a)))) (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a))))) (/ 1 (- (* (cos b) (cos a)) (* (sin b) (sin a)))))) |
| 249.0ms | (- (* (+ (cos (+ b a)) (cos (- b a))) 2) (* 2 (- (cos (- b a)) (cos (+ b a))))) |
12 alts after pruning (11 fresh and 1 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.4b against oracle of 0.0b and baseline of 0.4b