


Bits error versus r



Bits error versus a



Bits error versus b
Results
Initial program 15.2
rmApplied cos-sum0.3
rmApplied *-un-lft-identity0.3
Applied times-frac0.3
Simplified0.3
Final simplification0.3
herbie shell --seed 2019005 +o rules:numerics
(FPCore (r a b)
:name "r*sin(b)/cos(a+b), A"
(/ (* r (sin b)) (cos (+ a b))))
Time bar (total: 24.3s)Debug log
1 calls. Slowest were:
| 18.0ms | (/ (* r (sin b)) (cos (+ a b))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 13.2b
Found 3 expressions with local error:
| 5.7b | (cos (+ a b)) |
| 0.2b | (/ (* r (sin b)) (cos (+ a b))) |
| 0.1b | (* r (sin b)) |
3 calls. Slowest were:
| 8.0ms | (/ (* r (sin b)) (cos (+ a b))) |
| 5.0ms | (cos (+ a b)) |
| 1.0ms | (* r (sin b)) |
3 calls. Slowest were:
| 605.0ms | (/ (* r (sin b)) (cos (+ a b))) |
| 41.0ms | (cos (+ a b)) |
| 38.0ms | (* r (sin b)) |
24 calls. Slowest were:
| 543.0ms | (/ (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (cos (+ a b)) (cos (+ a b))) (cos (+ a b)))) |
| 218.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 138.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* a b))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 0.2b | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.2b | (* (sin a) (sin b)) |
| 0.1b | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 0.1b | (* r (sin b)) |
4 calls. Slowest were:
| 21.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 18.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 7.0ms | (* (sin a) (sin b)) |
4 calls. Slowest were:
| 248.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 87.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 69.0ms | (* (sin a) (sin b)) |
| 44.0ms | (* r (sin b)) |
45 calls. Slowest were:
| 382.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 329.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 271.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
14 alts after pruning (14 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.2b | (* (sin a) (sin b)) |
| 0.2b | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 0.1b | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
4 calls. Slowest were:
| 15.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 13.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 7.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
4 calls. Slowest were:
| 236.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 136.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 89.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 63.0ms | (* (sin a) (sin b)) |
73 calls. Slowest were:
| 340.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 294.0ms | (+ (* (* (cos a) (cos b)) (* (cos a) (cos b))) (+ (* (* (sin a) (sin b)) (* (sin a) (sin b))) (* (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 277.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
12 alts after pruning (11 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 26.8b | (cbrt (pow (* (sin b) (sin a)) 3)) |
| 0.3b | (pow (* (sin b) (sin a)) 3) |
| 0.2b | (/ (* r (sin b)) (- (* (cos a) (cos b)) (cbrt (pow (* (sin b) (sin a)) 3)))) |
| 0.2b | (* (sin b) (sin a)) |
4 calls. Slowest were:
| 28.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (cbrt (pow (* (sin b) (sin a)) 3)))) |
| 7.0ms | (* (sin b) (sin a)) |
| 6.0ms | (pow (* (sin b) (sin a)) 3) |
4 calls. Slowest were:
| 268.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (cbrt (pow (* (sin b) (sin a)) 3)))) |
| 82.0ms | (pow (* (sin b) (sin a)) 3) |
| 73.0ms | (* (sin b) (sin a)) |
| 67.0ms | (cbrt (pow (* (sin b) (sin a)) 3)) |
53 calls. Slowest were:
| 321.0ms | (cbrt (pow (- (cos (- b a)) (cos (+ b a))) 3)) |
| 280.0ms | (pow (- (cos (- b a)) (cos (+ b a))) 3) |
| 277.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
12 alts after pruning (10 fresh and 2 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.3b against oracle of 0.0b and baseline of 0.3b