


Bits error versus x
Results
if x < -0.03247091185753463 or 0.03064339360211378 < x Initial program 1.1
rmApplied associate-/r*0.5
if -0.03247091185753463 < x < 0.03064339360211378Initial program 61.3
rmApplied flip--61.3
Applied associate-/l/61.3
Simplified29.9
rmApplied flip3-+29.9
Taylor expanded around 0 0.0
Final simplification0.2
herbie shell --seed 2019004
(FPCore (x)
:name "cos2 (problem 3.4.1)"
(/ (- 1 (cos x)) (* x x)))
Time bar (total: 19.6s)Debug log
1 calls. Slowest were:
| 16.0ms | (/ (- 1 (cos x)) (* x x)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 27.6b
Found 2 expressions with local error:
| 15.2b | (/ (- 1 (cos x)) (* x x)) |
| 2.6b | (- 1 (cos x)) |
2 calls. Slowest were:
| 10.0ms | (/ (- 1 (cos x)) (* x x)) |
| 1.0ms | (- 1 (cos x)) |
2 calls. Slowest were:
| 43.0ms | (/ (- 1 (cos x)) (* x x)) |
| 19.0ms | (- 1 (cos x)) |
19 calls. Slowest were:
| 346.0ms | (/ (* (* (- 1 (cos x)) (- 1 (cos x))) (- 1 (cos x))) (* (* (* x x) (* x x)) (* x x))) |
| 58.0ms | (- (+ (* 1/720 (pow x 4)) 1/2) (* 1/24 (pow x 2))) |
| 54.0ms | (- (+ (* 1/2 (pow x 2)) (* 1/720 (pow x 6))) (* 1/24 (pow x 4))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 15.0b | (/ (* (sin x) (sin x)) (* (* x x) (+ 1 (cos x)))) |
| 0.5b | (+ 1 (cos x)) |
| 0.2b | (* (sin x) (sin x)) |
| 0.1b | (* (* x x) (+ 1 (cos x))) |
4 calls. Slowest were:
| 15.0ms | (/ (* (sin x) (sin x)) (* (* x x) (+ 1 (cos x)))) |
| 6.0ms | (* (* x x) (+ 1 (cos x))) |
| 6.0ms | (* (sin x) (sin x)) |
4 calls. Slowest were:
| 59.0ms | (/ (* (sin x) (sin x)) (* (* x x) (+ 1 (cos x)))) |
| 21.0ms | (* (sin x) (sin x)) |
| 21.0ms | (* (* x x) (+ 1 (cos x))) |
| 14.0ms | (+ 1 (cos x)) |
51 calls. Slowest were:
| 1.3s | (* (* (* (* x x) (* x x)) (* x x)) (* (* (+ 1 (cos x)) (+ 1 (cos x))) (+ 1 (cos x)))) |
| 466.0ms | (/ (* (* (* (sin x) (sin x)) (* (sin x) (sin x))) (* (sin x) (sin x))) (* (* (* (* x x) (+ 1 (cos x))) (* (* x x) (+ 1 (cos x)))) (* (* x x) (+ 1 (cos x))))) |
| 400.0ms | (/ (* (* (* (sin x) (sin x)) (sin x)) (* (* (sin x) (sin x)) (sin x))) (* (* (* (* x x) (+ 1 (cos x))) (* (* x x) (+ 1 (cos x)))) (* (* x x) (+ 1 (cos x))))) |
8 alts after pruning (7 fresh and 1 done)
Merged error: 0b
Found 4 expressions with local error:
| 15.0b | (/ (* (sin x) (sin x)) (* (* x x) (/ (+ (pow 1 3) (pow (cos x) 3)) (+ (* 1 1) (- (* (cos x) (cos x)) (* 1 (cos x))))))) |
| 2.7b | (- (* (cos x) (cos x)) (* 1 (cos x))) |
| 0.4b | (pow (cos x) 3) |
| 0.3b | (+ (pow 1 3) (pow (cos x) 3)) |
4 calls. Slowest were:
| 35.0ms | (/ (* (sin x) (sin x)) (* (* x x) (/ (+ (pow 1 3) (pow (cos x) 3)) (+ (* 1 1) (- (* (cos x) (cos x)) (* 1 (cos x))))))) |
| 8.0ms | (- (* (cos x) (cos x)) (* 1 (cos x))) |
| 4.0ms | (+ (pow 1 3) (pow (cos x) 3)) |
4 calls. Slowest were:
| 117.0ms | (/ (* (sin x) (sin x)) (* (* x x) (/ (+ (pow 1 3) (pow (cos x) 3)) (+ (* 1 1) (- (* (cos x) (cos x)) (* 1 (cos x))))))) |
| 38.0ms | (- (* (cos x) (cos x)) (* 1 (cos x))) |
| 24.0ms | (pow (cos x) 3) |
| 19.0ms | (+ (pow 1 3) (pow (cos x) 3)) |
48 calls. Slowest were:
| 378.0ms | (- (log (* (sin x) (sin x))) (+ (log (* x x)) (log (/ (+ (pow 1 3) (pow (cos x) 3)) (+ (* 1 1) (- (* (cos x) (cos x)) (* 1 (cos x)))))))) |
| 360.0ms | (/ (* (* (* (sin x) (sin x)) (sin x)) (* (* (sin x) (sin x)) (sin x))) (* (* (* (* x x) (/ (+ (pow 1 3) (pow (cos x) 3)) (+ (* 1 1) (- (* (cos x) (cos x)) (* 1 (cos x)))))) (* (* x x) (/ (+ (pow 1 3) (pow (cos x) 3)) (+ (* 1 1) (- (* (cos x) (cos x)) (* 1 (cos x))))))) (* (* x x) (/ (+ (pow 1 3) (pow (cos x) 3)) (+ (* 1 1) (- (* (cos x) (cos x)) (* 1 (cos x)))))))) |
| 352.0ms | (/ (* (pow (sin x) 2) (- (+ (pow (cos x) 2) 1) (cos x))) (* (pow x 2) (+ (pow (cos x) 3) 1))) |
8 alts after pruning (6 fresh and 2 done)
Merged error: 0b
Found 2 expressions with local error:
| 14.6b | (/ (sin x) (* x x)) |
| 0.2b | (* (/ (sin x) (* x x)) (tan (/ x 2))) |
2 calls. Slowest were:
| 14.0ms | (* (/ (sin x) (* x x)) (tan (/ x 2))) |
| 3.0ms | (/ (sin x) (* x x)) |
2 calls. Slowest were:
| 72.0ms | (* (/ (sin x) (* x x)) (tan (/ x 2))) |
| 33.0ms | (/ (sin x) (* x x)) |
34 calls. Slowest were:
| 325.0ms | (* (* (* (/ (sin x) (* x x)) (/ (sin x) (* x x))) (/ (sin x) (* x x))) (* (* (tan (/ x 2)) (tan (/ x 2))) (tan (/ x 2)))) |
| 169.0ms | (+ (- (log (sin x)) (log (* x x))) (log (tan (/ x 2)))) |
| 167.0ms | (/ (* (* (sin x) (sin x)) (sin x)) (* (* (* x x) (* x x)) (* x x))) |
8 alts after pruning (5 fresh and 3 done)
Merged error: 0b
98.6% (0.2b remaining)
Error of 0.2b against oracle of 0.0b and baseline of 15.4b