


Bits error versus r



Bits error versus a



Bits error versus b
Results
Initial program 15.1
rmApplied cos-sum0.3
Taylor expanded around -inf 0.3
rmApplied expm1-log1p-u0.3
Final simplification0.3
herbie shell --seed 2019002 +o rules:numerics
(FPCore (r a b)
:name "r*sin(b)/cos(a+b), B"
(* r (/ (sin b) (cos (+ a b)))))
Time bar (total: 22.0s)Debug log
1 calls. Slowest were:
| 76.0ms | (* 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))) |
| 6.0ms | (cos (+ a b)) |
| 4.0ms | (* r (/ (sin b) (cos (+ a b)))) |
3 calls. Slowest were:
| 93.0ms | (* r (/ (sin b) (cos (+ a b)))) |
| 67.0ms | (/ (sin b) (cos (+ a b))) |
| 31.0ms | (cos (+ a b)) |
49 calls. Slowest were:
| 349.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 215.0ms | (+ b (+ (* 1/3 (pow b 3)) (* a (pow b 2)))) |
| 190.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* a b))) |
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:
| 13.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 11.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 8.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
4 calls. Slowest were:
| 274.0ms | (* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))) |
| 127.0ms | (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 86.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 69.0ms | (* (sin a) (sin b)) |
73 calls. Slowest were:
| 394.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 364.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 297.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
14 alts after pruning (14 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.3b | (* (sin a) (sin b)) |
| 0.2b | (/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 0.1b | (* (sin b) r) |
| 0.1b | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
4 calls. Slowest were:
| 21.0ms | (/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 14.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 6.0ms | (* (sin a) (sin b)) |
4 calls. Slowest were:
| 257.0ms | (/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin a) (sin b)))) |
| 102.0ms | (- (* (cos a) (cos b)) (* (sin a) (sin b))) |
| 78.0ms | (* (sin a) (sin b)) |
| 37.0ms | (* (sin b) r) |
45 calls. Slowest were:
| 373.0ms | (- (* (+ (cos (+ a b)) (cos (- a b))) 2) (* 2 (- (cos (- a b)) (cos (+ a b))))) |
| 359.0ms | (- (+ (cos (+ a b)) (cos (- a b))) (- (cos (- a b)) (cos (+ a b)))) |
| 281.0ms | (+ (* 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) r) (fma (cos a) (cos b) (- (* (sin a) (sin b))))) |
| 0.2b | (fma (cos a) (cos b) (- (* (sin a) (sin b)))) |
| 0.1b | (* (sin b) r) |
4 calls. Slowest were:
| 4.0ms | (/ (* (sin b) r) (fma (cos a) (cos b) (- (* (sin a) (sin b))))) |
| 4.0ms | (* (sin a) (sin b)) |
| 2.0ms | (* (sin b) r) |
4 calls. Slowest were:
| 298.0ms | (/ (* (sin b) r) (fma (cos a) (cos b) (- (* (sin a) (sin b))))) |
| 99.0ms | (fma (cos a) (cos b) (- (* (sin a) (sin b)))) |
| 75.0ms | (* (sin a) (sin b)) |
| 48.0ms | (* (sin b) r) |
35 calls. Slowest were:
| 229.0ms | (+ (* a (* r (pow b 2))) (+ (* 1/3 (* r (pow b 3))) (* r b))) |
| 181.0ms | (- 1 (+ (* 1/2 (pow a 2)) (* a b))) |
| 99.0ms | (* (* (* (sin a) (sin a)) (sin a)) (* (* (sin b) (sin b)) (sin b))) |
11 alts after pruning (11 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