


Bits error versus r



Bits error versus a



Bits error versus b
Results
Initial program 15.1
rmApplied cos-sum0.3
rmApplied *-un-lft-identity0.3
Applied times-frac0.3
Simplified0.3
Taylor expanded around inf 0.3
Final simplification0.3
herbie shell --seed 2018362 +o rules:numerics
(FPCore (r a b)
:name "r*sin(b)/cos(a+b), A"
(/ (* r (sin b)) (cos (+ a b))))
Time bar (total: 15.7s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 12.4b
Found 3 expressions with local error:
| 3.0b | (cos (+ a b)) |
| 0.2b | (/ (* r (sin b)) (cos (+ a b))) |
| 0.2b | (* r (sin b)) |
3 calls. Slowest were:
| 9.0ms | (/ (* r (sin b)) (cos (+ a b))) |
| 6.0ms | (cos (+ a b)) |
| 2.0ms | (* r (sin b)) |
3 calls. Slowest were:
| 157.0ms | (/ (* r (sin b)) (cos (+ a b))) |
| 59.0ms | (* r (sin b)) |
| 35.0ms | (cos (+ a 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)))) |
| 233.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 162.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* a b))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0.1b
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)) |
| 0.2b | (* r (sin b)) |
| 0.1b | (* (cos a) (cos b)) |
4 calls. Slowest were:
| 10.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 7.0ms | (* (sin a) (sin b)) |
| 3.0ms | (* (cos a) (cos b)) |
4 calls. Slowest were:
| 257.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 73.0ms | (* (sin a) (sin b)) |
| 57.0ms | (* (cos a) (cos b)) |
| 54.0ms | (* r (sin b)) |
47 calls. Slowest were:
| 270.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 219.0ms | (+ (* (* (cos a) (cos b)) (* (cos a) (cos b))) (+ (* (* (sin a) (sin b)) (* (sin a) (sin b))) (* (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 165.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* 1/2 (pow b 2)))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (* (sin a) (sin b)) |
| 0.2b | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.1b | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 0.1b | (* (cos a) (cos b)) |
4 calls. Slowest were:
| 16.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 11.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 4.0ms | (* (sin a) (sin b)) |
4 calls. Slowest were:
| 220.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 100.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 51.0ms | (* (cos a) (cos b)) |
| 49.0ms | (* (sin a) (sin b)) |
75 calls. Slowest were:
| 253.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 231.0ms | (+ b (+ (* 1/3 (pow b 3)) (* a (pow b 2)))) |
| 216.0ms | (/ (* (* (sin b) (sin b)) (sin b)) (* (* (- (* (cos a) (cos b)) (* (sin a) (sin b))) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.2b | (* (sin a) (sin b)) |
| 0.2b | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.1b | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 0.1b | (* (cos a) (cos b)) |
4 calls. Slowest were:
| 11.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 10.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 4.0ms | (* (sin a) (sin b)) |
4 calls. Slowest were:
| 264.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 95.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 55.0ms | (* (sin a) (sin b)) |
| 51.0ms | (* (cos a) (cos b)) |
75 calls. Slowest were:
| 311.0ms | (+ (* (* (cos a) (cos b)) (* (cos a) (cos b))) (+ (* (* (sin a) (sin b)) (* (sin a) (sin b))) (* (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 266.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 229.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* 1/2 (pow b 2)))) |
10 alts after pruning (9 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