


Bits error versus r



Bits error versus a



Bits error versus b
Results
Initial program 15.1
rmApplied cos-sum0.3
rmApplied associate-*r/0.3
rmApplied flip--0.4
rmApplied *-un-lft-identity0.4
Applied difference-of-squares0.4
Applied times-frac0.3
Simplified0.3
Final simplification0.3
herbie shell --seed 2019002
(FPCore (r a b)
:name "r*sin(b)/cos(a+b), B"
(* r (/ (sin b) (cos (+ a b)))))
Time bar (total: 33.5s)Debug log
1 calls. Slowest were:
| 77.0ms | (* 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 | (/ (sin b) (cos (+ a b))) |
| 0.2b | (* r (/ (sin b) (cos (+ a b)))) |
3 calls. Slowest were:
| 7.0ms | (/ (sin b) (cos (+ a b))) |
| 5.0ms | (cos (+ a b)) |
| 4.0ms | (* r (/ (sin b) (cos (+ a b)))) |
3 calls. Slowest were:
| 91.0ms | (* r (/ (sin b) (cos (+ a b)))) |
| 66.0ms | (/ (sin b) (cos (+ a b))) |
| 30.0ms | (cos (+ a b)) |
49 calls. Slowest were:
| 194.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 142.0ms | (/ (* (* (sin b) (sin b)) (sin b)) (* (* (cos (+ a b)) (cos (+ a b))) (cos (+ a b)))) |
| 131.0ms | (+ b (+ (* 1/3 (pow b 3)) (* a (pow b 2)))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 0.2b
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:
| 16.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 14.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 10.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
4 calls. Slowest were:
| 266.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 144.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 90.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 75.0ms | (* (sin a) (sin b)) |
70 calls. Slowest were:
| 416.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 412.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 214.0ms | (/ (* (* (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))))) |
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 | (/ (* 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:
| 17.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 7.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 4.0ms | (* (sin a) (sin b)) |
4 calls. Slowest were:
| 252.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 77.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 63.0ms | (* (sin a) (sin b)) |
| 51.0ms | (* r (sin b)) |
42 calls. Slowest were:
| 426.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 358.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 168.0ms | (+ (* 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:
| 0.4b | (* (* (cos a) (cos b)) (* (cos a) (cos b))) |
| 0.4b | (/ (- (* (* (cos a) (cos b)) (* (cos a) (cos b))) (* (* (sin a) (sin b)) (* (sin a) (sin b)))) (+ (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.3b | (* (sin a) (sin b)) |
| 0.3b | (* (sin a) (sin b)) |
4 calls. Slowest were:
| 78.0ms | (/ (- (* (* (cos a) (cos b)) (* (cos a) (cos b))) (* (* (sin a) (sin b)) (* (sin a) (sin b)))) (+ (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 34.0ms | (* (* (cos a) (cos b)) (* (cos a) (cos b))) |
| 10.0ms | (* (sin a) (sin b)) |
4 calls. Slowest were:
| 207.0ms | (/ (- (* (* (cos a) (cos b)) (* (cos a) (cos b))) (* (* (sin a) (sin b)) (* (sin a) (sin b)))) (+ (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 70.0ms | (* (* (cos a) (cos b)) (* (cos a) (cos b))) |
| 67.0ms | (* (sin a) (sin b)) |
| 52.0ms | (* (sin a) (sin b)) |
109 calls. Slowest were:
| 689.0ms | (- (* (* (+ (cos (+ a b)) (cos (- a b))) (+ (cos (+ a b)) (cos (- a b)))) (* 2 2)) (* (* 2 2) (* (- (cos (- a b)) (cos (+ a b))) (- (cos (- a b)) (cos (+ a b)))))) |
| 636.0ms | (* (* (* (* (cos a) (cos b)) (* (cos a) (cos b))) (* (cos a) (cos b))) (* (* (* (cos a) (cos a)) (cos a)) (* (* (cos b) (cos b)) (cos b)))) |
| 633.0ms | (* (* (* (* (cos a) (cos b)) (* (cos a) (cos b))) (* (cos a) (cos b))) (* (* (* (cos a) (cos b)) (* (cos a) (cos b))) (* (cos a) (cos b)))) |
13 alts after pruning (13 fresh and 0 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.3b against oracle of 0.0b and baseline of 0.3b