


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
rmApplied flip--0.4
Final simplification0.4
herbie shell --seed 2019002
(FPCore (r a b)
:name "r*sin(b)/cos(a+b), A"
(/ (* r (sin b)) (cos (+ a b))))
Time bar (total: 21.3s)Debug log
1 calls. Slowest were:
| 69.0ms | (/ (* r (sin b)) (cos (+ a b))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 14.3b
Found 3 expressions with local error:
| 2.7b | (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)) |
| 2.0ms | (* r (sin b)) |
3 calls. Slowest were:
| 135.0ms | (/ (* r (sin b)) (cos (+ a b))) |
| 42.0ms | (* r (sin b)) |
| 32.0ms | (cos (+ a b)) |
24 calls. Slowest were:
| 603.0ms | (/ (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (cos (+ a b)) (cos (+ a b))) (cos (+ a b)))) |
| 214.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 104.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* a b))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 0.3b | (* (sin a) (sin b)) |
| 0.2b | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.1b | (* r (sin b)) |
| 0.1b | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
4 calls. Slowest were:
| 20.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 13.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 7.0ms | (* (sin a) (sin b)) |
4 calls. Slowest were:
| 262.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 82.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 53.0ms | (* r (sin b)) |
| 47.0ms | (* (sin a) (sin b)) |
42 calls. Slowest were:
| 366.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 271.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 154.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
13 alts after pruning (13 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.3b | (* (sin a) (sin b)) |
| 0.2b | (/ (sin b) (- (* (cos a) (cos b)) (* (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:
| 22.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 16.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 14.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
4 calls. Slowest were:
| 270.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 130.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 93.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 71.0ms | (* (sin a) (sin b)) |
70 calls. Slowest were:
| 455.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 400.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 218.0ms | (+ (* 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:
| 0.3b | (* (sin b) (sin a)) |
| 0.2b | (/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin b) (sin a)))) |
| 0.1b | (* (sin b) r) |
| 0.1b | (- (* (cos a) (cos b)) (* (sin b) (sin a))) |
4 calls. Slowest were:
| 16.0ms | (/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin b) (sin a)))) |
| 6.0ms | (- (* (cos a) (cos b)) (* (sin b) (sin a))) |
| 6.0ms | (* (sin b) (sin a)) |
4 calls. Slowest were:
| 264.0ms | (/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin b) (sin a)))) |
| 76.0ms | (- (* (cos a) (cos b)) (* (sin b) (sin a))) |
| 50.0ms | (* (sin b) (sin a)) |
| 29.0ms | (* (sin b) r) |
42 calls. Slowest were:
| 282.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- b a)) (cos (+ b a))))) |
| 219.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 195.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- b a)) (cos (+ b a)))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.4b against oracle of 0.1b and baseline of 0.4b