


Bits error versus r



Bits error versus a



Bits error versus b
Results
Initial program 14.7
Initial simplification14.7
rmApplied cos-sum0.3
rmApplied *-un-lft-identity0.3
Applied times-frac0.3
Simplified0.3
rmApplied associate-*r/0.3
Final simplification0.3
herbie shell --seed 2018365 +o rules:numerics
(FPCore (r a b)
:name "r*sin(b)/cos(a+b), A"
(/ (* r (sin b)) (cos (+ a b))))
Time bar (total: 14.3s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 13.6b
Found 3 expressions with local error:
| 2.0b | (cos (+ b a)) |
| 0.3b | (/ (* r (sin b)) (cos (+ b a))) |
| 0.1b | (* r (sin b)) |
3 calls. Slowest were:
| 9.0ms | (/ (* r (sin b)) (cos (+ b a))) |
| 6.0ms | (cos (+ b a)) |
| 2.0ms | (* r (sin b)) |
3 calls. Slowest were:
| 133.0ms | (/ (* r (sin b)) (cos (+ b a))) |
| 58.0ms | (* r (sin b)) |
| 34.0ms | (cos (+ b a)) |
24 calls. Slowest were:
| 610.0ms | (/ (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (cos (+ b a)) (cos (+ b a))) (cos (+ b a)))) |
| 304.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 167.0ms | (- 1 (+ (* 1/2 (pow b 2)) (* a b))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 0.2b | (* (sin b) (sin a)) |
| 0.2b | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 0.1b | (* r (sin b)) |
| 0.1b | (* (cos b) (cos a)) |
4 calls. Slowest were:
| 10.0ms | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 4.0ms | (* (sin b) (sin a)) |
| 4.0ms | (* (cos b) (cos a)) |
4 calls. Slowest were:
| 213.0ms | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 52.0ms | (* (cos b) (cos a)) |
| 45.0ms | (* (sin b) (sin a)) |
| 42.0ms | (* r (sin b)) |
47 calls. Slowest were:
| 373.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 256.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* 1/2 (pow b 2)))) |
| 177.0ms | (+ (* (* (cos b) (cos a)) (* (cos b) (cos a))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos b) (cos a)) (* (sin b) (sin a))))) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (* (sin b) (sin a)) |
| 0.2b | (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 0.2b | (* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 0.1b | (* (cos b) (cos a)) |
4 calls. Slowest were:
| 14.0ms | (* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 10.0ms | (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 7.0ms | (* (cos b) (cos a)) |
4 calls. Slowest were:
| 267.0ms | (* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 140.0ms | (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 76.0ms | (* (sin b) (sin a)) |
| 42.0ms | (* (cos b) (cos a)) |
75 calls. Slowest were:
| 288.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 245.0ms | (+ (* (* (cos b) (cos a)) (* (cos b) (cos a))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 239.0ms | (+ b (+ (* 1/3 (pow b 3)) (* a (pow b 2)))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (* (sin b) (sin a)) |
| 0.2b | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 0.1b | (* r (sin b)) |
| 0.1b | (* (cos b) (cos a)) |
4 calls. Slowest were:
| 20.0ms | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 8.0ms | (* (sin b) (sin a)) |
| 7.0ms | (* (cos b) (cos a)) |
4 calls. Slowest were:
| 320.0ms | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 77.0ms | (* (sin b) (sin a)) |
| 54.0ms | (* r (sin b)) |
| 50.0ms | (* (cos b) (cos a)) |
47 calls. Slowest were:
| 302.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 231.0ms | (+ (* (* (cos b) (cos a)) (* (cos b) (cos a))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 181.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* 1/2 (pow b 2)))) |
9 alts after pruning (8 fresh and 1 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.3b against oracle of 0.1b and baseline of 0.3b