


Bits error versus x



Bits error versus cos



Bits error versus sin
if x < -61357.354317215366 or -9.238259325850402e-152 < x Initial program 28.3
rmApplied unpow228.3
Applied associate-*l*23.8
rmApplied unpow223.8
Applied associate-*r*15.9
rmApplied associate-*r*13.1
rmApplied associate-*r*8.3
if -61357.354317215366 < x < -9.238259325850402e-152Initial program 27.4
rmApplied unpow227.4
Applied associate-*l*23.8
rmApplied unpow223.8
Applied associate-*r*21.0
rmApplied associate-*r*18.0
Taylor expanded around 0 27.7
Simplified9.9
Final simplification8.4
herbie shell --seed 2019004 +o rules:numerics
(FPCore (x cos sin)
:name "cos(2*x)/(cos^2(x)*sin^2(x))"
(/ (cos (* 2 x)) (* (pow cos 2) (* (* x (pow sin 2)) x))))
Time bar (total: 17.6s)Debug log
1 calls. Slowest were:
| 163.0ms | (/ (cos (* 2 x)) (* (pow cos 2) (* (* x (pow sin 2)) x))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 26.9b
Found 4 expressions with local error:
| 20.1b | (* (pow cos 2) (* (* x (pow sin 2)) x)) |
| 5.9b | (* x (pow sin 2)) |
| 3.4b | (* (* x (pow sin 2)) x) |
| 0.9b | (/ (cos (* 2 x)) (* (pow cos 2) (* (* x (pow sin 2)) x))) |
4 calls. Slowest were:
| 10.0ms | (/ (cos (* 2 x)) (* (pow cos 2) (* (* x (pow sin 2)) x))) |
| 9.0ms | (* (pow cos 2) (* (* x (pow sin 2)) x)) |
| 4.0ms | (* (* x (pow sin 2)) x) |
4 calls. Slowest were:
| 53.0ms | (/ (cos (* 2 x)) (* (pow cos 2) (* (* x (pow sin 2)) x))) |
| 37.0ms | (* (pow cos 2) (* (* x (pow sin 2)) x)) |
| 16.0ms | (* (* x (pow sin 2)) x) |
| 16.0ms | (* x (pow sin 2)) |
35 calls. Slowest were:
| 430.0ms | (* (* (* (pow cos 2) (pow cos 2)) (pow cos 2)) (* (* (* (* x (pow sin 2)) x) (* (* x (pow sin 2)) x)) (* (* x (pow sin 2)) x))) |
| 200.0ms | (- (log (cos (* 2 x))) (log (* (pow cos 2) (* (* x (pow sin 2)) x)))) |
| 200.0ms | (- (+ (/ 1 (* (pow x 2) (* (pow sin 2) (pow cos 2)))) (* 2/3 (/ (pow x 2) (* (pow sin 2) (pow cos 2))))) (* 2 (/ 1 (* (pow sin 2) (pow cos 2))))) |
13 alts after pruning (13 fresh and 0 done)
Merged error: 11.7b
Found 4 expressions with local error:
| 7.7b | (* cos (* cos (* (* x (pow sin 2)) x))) |
| 5.9b | (* x (pow sin 2)) |
| 5.1b | (* cos (* (* x (pow sin 2)) x)) |
| 3.4b | (* (* x (pow sin 2)) x) |
4 calls. Slowest were:
| 9.0ms | (* cos (* cos (* (* x (pow sin 2)) x))) |
| 4.0ms | (* cos (* (* x (pow sin 2)) x)) |
| 3.0ms | (* (* x (pow sin 2)) x) |
4 calls. Slowest were:
| 36.0ms | (* cos (* cos (* (* x (pow sin 2)) x))) |
| 35.0ms | (* cos (* (* x (pow sin 2)) x)) |
| 16.0ms | (* (* x (pow sin 2)) x) |
| 16.0ms | (* x (pow sin 2)) |
16 calls. Slowest were:
| 87.0ms | (* (pow x 2) (* (pow sin 2) (pow cos 2))) |
| 76.0ms | (* (pow x 2) (* (pow sin 2) (pow cos 2))) |
| 75.0ms | (* (pow x 2) (* (pow sin 2) (pow cos 2))) |
14 alts after pruning (14 fresh and 0 done)
Merged error: 8.3b
Found 4 expressions with local error:
| 7.7b | (* cos (* cos (* (* (* x sin) sin) x))) |
| 5.1b | (* cos (* (* (* x sin) sin) x)) |
| 3.4b | (* (* (* x sin) sin) x) |
| 0.9b | (/ (cos (* 2 x)) (* cos (* cos (* (* (* x sin) sin) x)))) |
4 calls. Slowest were:
| 13.0ms | (* cos (* cos (* (* (* x sin) sin) x))) |
| 12.0ms | (/ (cos (* 2 x)) (* cos (* cos (* (* (* x sin) sin) x)))) |
| 8.0ms | (* (* (* x sin) sin) x) |
4 calls. Slowest were:
| 78.0ms | (/ (cos (* 2 x)) (* cos (* cos (* (* (* x sin) sin) x)))) |
| 57.0ms | (* cos (* (* (* x sin) sin) x)) |
| 43.0ms | (* cos (* cos (* (* (* x sin) sin) x))) |
| 28.0ms | (* (* (* x sin) sin) x) |
26 calls. Slowest were:
| 309.0ms | (- (+ (/ 1 (* (pow x 2) (* (pow sin 2) (pow cos 2)))) (* 2/3 (/ (pow x 2) (* (pow sin 2) (pow cos 2))))) (* 2 (/ 1 (* (pow sin 2) (pow cos 2))))) |
| 246.0ms | (/ (cos (* 2 x)) (* (pow cos 2) (* (pow x 2) (pow sin 2)))) |
| 215.0ms | (/ (cos (* 2 x)) (* (pow cos 2) (* (pow x 2) (pow sin 2)))) |
15 alts after pruning (15 fresh and 0 done)
Merged error: 6.2b
Found 4 expressions with local error:
| 7.7b | (* cos (* (* cos (* (* x sin) sin)) x)) |
| 7.1b | (* cos (* (* x sin) sin)) |
| 3.4b | (* (* cos (* (* x sin) sin)) x) |
| 0.9b | (/ (cos (* 2 x)) (* cos (* (* cos (* (* x sin) sin)) x))) |
4 calls. Slowest were:
| 267.0ms | (/ (cos (* 2 x)) (* cos (* (* cos (* (* x sin) sin)) x))) |
| 12.0ms | (* cos (* (* cos (* (* x sin) sin)) x)) |
| 7.0ms | (* (* cos (* (* x sin) sin)) x) |
4 calls. Slowest were:
| 50.0ms | (/ (cos (* 2 x)) (* cos (* (* cos (* (* x sin) sin)) x))) |
| 38.0ms | (* (* cos (* (* x sin) sin)) x) |
| 36.0ms | (* cos (* (* cos (* (* x sin) sin)) x)) |
| 32.0ms | (* cos (* (* x sin) sin)) |
24 calls. Slowest were:
| 308.0ms | (/ (* (cos x) (cos x)) (* cos (* (* cos (* (* x sin) sin)) x))) |
| 292.0ms | (- (+ (/ 1 (* (pow x 2) (* (pow sin 2) (pow cos 2)))) (* 2/3 (/ (pow x 2) (* (pow sin 2) (pow cos 2))))) (* 2 (/ 1 (* (pow sin 2) (pow cos 2))))) |
| 278.0ms | (/ (cos (* 2 x)) (* (pow cos 2) (* (pow x 2) (pow sin 2)))) |
16 alts after pruning (16 fresh and 0 done)
Merged error: 5.0b
-3.7% (5.0b remaining)
Error of 8.4b against oracle of 3.4b and baseline of 8.3b