


Bits error versus r



Bits error versus a



Bits error versus b
Results
Initial program 14.7
rmApplied cos-sum0.3
rmApplied add-cbrt-cube0.4
Applied add-cbrt-cube0.4
Applied cbrt-unprod0.4
Simplified0.4
Final simplification0.4
herbie shell --seed 2019004
(FPCore (r a b)
:name "r*sin(b)/cos(a+b), A"
(/ (* r (sin b)) (cos (+ a b))))
Time bar (total: 21.9s)Debug log
1 calls. Slowest were:
| 42.0ms | (/ (* r (sin b)) (cos (+ a b))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 16.1b
Found 3 expressions with local error:
| 4.1b | (cos (+ a b)) |
| 0.2b | (/ (* r (sin b)) (cos (+ a b))) |
| 0.2b | (* r (sin b)) |
3 calls. Slowest were:
| 8.0ms | (/ (* r (sin b)) (cos (+ a b))) |
| 4.0ms | (cos (+ a b)) |
| 2.0ms | (* r (sin b)) |
3 calls. Slowest were:
| 145.0ms | (/ (* r (sin b)) (cos (+ a b))) |
| 61.0ms | (* r (sin b)) |
| 32.0ms | (cos (+ a b)) |
24 calls. Slowest were:
| 529.0ms | (/ (* (* (* r (sin b)) (* r (sin b))) (* r (sin b))) (* (* (cos (+ a b)) (cos (+ a b))) (cos (+ a b)))) |
| 180.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 75.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* a b))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 0.2b
Found 4 expressions with local error:
| 0.3b | (/ (* 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)) (* (sin a) (sin b))) |
4 calls. Slowest were:
| 10.0ms | (/ (* 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:
| 288.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 99.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 76.0ms | (* (sin a) (sin b)) |
| 60.0ms | (* r (sin b)) |
42 calls. Slowest were:
| 396.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 394.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 186.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r 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)))) |
| 0.2b | (* 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:
| 17.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 11.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 7.0ms | (* (sin a) (sin b)) |
4 calls. Slowest were:
| 284.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 137.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 97.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 53.0ms | (* (sin a) (sin b)) |
70 calls. Slowest were:
| 338.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 323.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 194.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 28.0b | (cbrt (pow (* (sin b) (sin a)) 3)) |
| 0.3b | (pow (* (sin b) (sin a)) 3) |
| 0.3b | (/ (* r (sin b)) (- (* (cos a) (cos b)) (cbrt (pow (* (sin b) (sin a)) 3)))) |
| 0.2b | (* (sin b) (sin a)) |
4 calls. Slowest were:
| 12.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (cbrt (pow (* (sin b) (sin a)) 3)))) |
| 4.0ms | (* (sin b) (sin a)) |
| 3.0ms | (pow (* (sin b) (sin a)) 3) |
4 calls. Slowest were:
| 272.0ms | (/ (* r (sin b)) (- (* (cos a) (cos b)) (cbrt (pow (* (sin b) (sin a)) 3)))) |
| 88.0ms | (pow (* (sin b) (sin a)) 3) |
| 52.0ms | (cbrt (pow (* (sin b) (sin a)) 3)) |
| 44.0ms | (* (sin b) (sin a)) |
53 calls. Slowest were:
| 296.0ms | (pow (- (cos (- b a)) (cos (+ b a))) 3) |
| 281.0ms | (cbrt (pow (- (cos (- b a)) (cos (+ b a))) 3)) |
| 194.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
10 alts after pruning (9 fresh and 1 done)
Merged error: 0b
0% (0.3b remaining)
Error of 0.4b against oracle of 0.1b and baseline of 0.4b