


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
Taylor expanded around -inf 0.3
rmApplied *-un-lft-identity0.3
Applied times-frac0.3
Simplified0.3
Final simplification0.3
herbie shell --seed 2018365 +o rules:numerics
(FPCore (r a b)
:name "r*sin(b)/cos(a+b), B"
(* r (/ (sin b) (cos (+ a b)))))
Time bar (total: 13.7s)Debug log
2 alts after pruning (2 fresh and 0 done)
Merged error: 13.5b
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:
| 6.0ms | (/ (* r (sin b)) (cos (+ b a))) |
| 3.0ms | (cos (+ b a)) |
| 2.0ms | (* r (sin b)) |
3 calls. Slowest were:
| 137.0ms | (/ (* r (sin b)) (cos (+ b a))) |
| 46.0ms | (* r (sin b)) |
| 34.0ms | (cos (+ b a)) |
24 calls. Slowest were:
| 552.0ms | (/ (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (cos (+ b a)) (cos (+ b a))) (cos (+ b a)))) |
| 269.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 151.0ms | (- 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:
| 13.0ms | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 8.0ms | (* (sin b) (sin a)) |
| 4.0ms | (* (cos b) (cos a)) |
4 calls. Slowest were:
| 281.0ms | (/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 54.0ms | (* (sin b) (sin a)) |
| 48.0ms | (* r (sin b)) |
| 48.0ms | (* (cos b) (cos a)) |
47 calls. Slowest were:
| 289.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 280.0ms | (+ (* (* (cos b) (cos a)) (* (cos b) (cos a))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 177.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* 1/2 (pow b 2)))) |
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:
| 11.0ms | (* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 10.0ms | (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 4.0ms | (* (sin b) (sin a)) |
4 calls. Slowest were:
| 254.0ms | (* r (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a))))) |
| 128.0ms | (/ (sin b) (- (* (cos b) (cos a)) (* (sin b) (sin a)))) |
| 60.0ms | (* (cos b) (cos a)) |
| 54.0ms | (* (sin b) (sin a)) |
75 calls. Slowest were:
| 330.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 243.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* 1/2 (pow b 2)))) |
| 241.0ms | (+ (* (* (cos b) (cos a)) (* (cos b) (cos a))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos b) (cos a)) (* (sin b) (sin a))))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (* (sin a) (sin b)) |
| 0.2b | (/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.1b | (* (sin b) r) |
| 0.1b | (* (cos a) (cos b)) |
4 calls. Slowest were:
| 21.0ms | (/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 7.0ms | (* (sin a) (sin b)) |
| 7.0ms | (* (cos a) (cos b)) |
4 calls. Slowest were:
| 278.0ms | (/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 77.0ms | (* (sin a) (sin b)) |
| 40.0ms | (* (sin b) r) |
| 39.0ms | (* (cos a) (cos b)) |
47 calls. Slowest were:
| 255.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 223.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* 1/2 (pow b 2)))) |
| 188.0ms | (+ (* (* (cos a) (cos b)) (* (cos a) (cos b))) (+ (* (* (sin a) (sin b)) (* (sin a) (sin b))) (* (* (cos a) (cos b)) (* (sin a) (sin b))))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.3b against oracle of 0.1b and baseline of 0.3b