


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 div-inv0.4
Applied associate-*r*0.4
Final simplification0.4
herbie shell --seed 2018360
(FPCore (r a b)
:name "r*sin(b)/cos(a+b), A"
(/ (* r (sin b)) (cos (+ a b))))
Time bar (total: 14.6s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 15.7b
Found 3 expressions with local error:
| 2.3b | (cos (+ a b)) |
| 0.2b | (/ (* r (sin b)) (cos (+ a b))) |
| 0.1b | (* r (sin b)) |
3 calls. Slowest were:
| 9.0ms | (/ (* r (sin b)) (cos (+ a b))) |
| 5.0ms | (cos (+ a b)) |
| 2.0ms | (* r (sin b)) |
3 calls. Slowest were:
| 127.0ms | (/ (* r (sin b)) (cos (+ a b))) |
| 44.0ms | (* r (sin b)) |
| 33.0ms | (cos (+ a b)) |
24 calls. Slowest were:
| 514.0ms | (/ (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (cos (+ a b)) (cos (+ a b))) (cos (+ a b)))) |
| 157.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 79.0ms | (- 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:
| 0.2b | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.2b | (* (sin a) (sin b)) |
| 0.1b | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 0.1b | (* (cos a) (cos b)) |
4 calls. Slowest were:
| 21.0ms | (/ (* 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:
| 246.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 89.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 51.0ms | (* (sin a) (sin b)) |
| 44.0ms | (* (cos a) (cos b)) |
48 calls. Slowest were:
| 416.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 246.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 164.0ms | (+ (* 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:
| 0.2b | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.2b | (* (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:
| 18.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 14.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 7.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
4 calls. Slowest were:
| 228.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 156.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 110.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 70.0ms | (* (sin a) (sin b)) |
70 calls. Slowest were:
| 364.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 246.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 230.0ms | (+ (* 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:
| 0.2b | (* (* r (sin b)) (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 0.2b | (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.2b | (* (sin a) (sin b)) |
| 0.1b | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
4 calls. Slowest were:
| 24.0ms | (* (* r (sin b)) (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 18.0ms | (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 13.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
4 calls. Slowest were:
| 233.0ms | (* (* r (sin b)) (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 109.0ms | (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 85.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 56.0ms | (* (sin a) (sin b)) |
45 calls. Slowest were:
| 371.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 347.0ms | (* (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b)))) (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b))))) (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b)))))) |
| 283.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
13 alts after pruning (12 fresh and 1 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.4b against oracle of 0.0b and baseline of 0.4b