


Bits error versus x
Results
if x < -8.592662095200064e-07Initial program 1.5
rmApplied flip--1.7
Applied associate-/l/1.7
Simplified1.1
rmApplied expm1-log1p-u1.1
rmApplied *-un-lft-identity1.1
Applied times-frac1.2
Simplified0.8
if -8.592662095200064e-07 < x < 9.466399131825878e+23Initial program 59.1
rmApplied flip--59.1
Applied associate-/l/59.1
Simplified28.4
rmApplied expm1-log1p-u28.4
rmApplied associate-/r*28.4
rmApplied add-cbrt-cube49.7
Applied add-cbrt-cube49.5
Applied cbrt-undiv49.4
Simplified0.1
if 9.466399131825878e+23 < x Initial program 1.1
rmApplied associate-/r*0.4
Final simplification0.4
herbie shell --seed 2019007 +o rules:numerics
(FPCore (x)
:name "cos2 (problem 3.4.1)"
(/ (- 1 (cos x)) (* x x)))
Time bar (total: 15.5s)Debug log
1 calls. Slowest were:
| 14.0ms | (/ (- 1 (cos x)) (* x x)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 30.9b
Found 2 expressions with local error:
| 16.5b | (/ (- 1 (cos x)) (* x x)) |
| 1.8b | (- 1 (cos x)) |
2 calls. Slowest were:
| 25.0ms | (/ (- 1 (cos x)) (* x x)) |
| 1.0ms | (- 1 (cos x)) |
2 calls. Slowest were:
| 57.0ms | (/ (- 1 (cos x)) (* x x)) |
| 30.0ms | (- 1 (cos x)) |
19 calls. Slowest were:
| 406.0ms | (/ (* (* (- 1 (cos x)) (- 1 (cos x))) (- 1 (cos x))) (* (* (* x x) (* x x)) (* x x))) |
| 105.0ms | (- (+ (* 1/2 (pow x 2)) (* 1/720 (pow x 6))) (* 1/24 (pow x 4))) |
| 59.0ms | (- (+ (* 1/720 (pow x 4)) 1/2) (* 1/24 (pow x 2))) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 16.5b | (/ (* (sin x) (sin x)) (* (* x x) (+ 1 (cos x)))) |
| 0.3b | (+ 1 (cos x)) |
| 0.3b | (* (sin x) (sin x)) |
| 0.1b | (* (* x x) (+ 1 (cos x))) |
4 calls. Slowest were:
| 17.0ms | (/ (* (sin x) (sin x)) (* (* x x) (+ 1 (cos x)))) |
| 7.0ms | (* (* x x) (+ 1 (cos x))) |
| 7.0ms | (* (sin x) (sin x)) |
4 calls. Slowest were:
| 63.0ms | (/ (* (sin x) (sin x)) (* (* x x) (+ 1 (cos x)))) |
| 31.0ms | (* (* x x) (+ 1 (cos x))) |
| 17.0ms | (* (sin x) (sin x)) |
| 8.0ms | (+ 1 (cos x)) |
51 calls. Slowest were:
| 382.0ms | (/ (* (* (* (sin x) (sin x)) (sin x)) (* (* (sin x) (sin x)) (sin x))) (* (* (* (* x x) (* x x)) (* x x)) (* (* (+ 1 (cos x)) (+ 1 (cos x))) (+ 1 (cos x))))) |
| 356.0ms | (/ (* (* (* (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))))) |
| 354.0ms | (/ (* (* (* (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))))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 0b
Found 4 expressions with local error:
| 16.5b | (/ (expm1 (log1p (* (sin x) (sin x)))) (* (* x x) (+ 1 (cos x)))) |
| 0.3b | (+ 1 (cos x)) |
| 0.3b | (* (sin x) (sin x)) |
| 0.2b | (expm1 (log1p (* (sin x) (sin x)))) |
4 calls. Slowest were:
| 7.0ms | (* (sin x) (sin x)) |
| 5.0ms | (/ (expm1 (log1p (* (sin x) (sin x)))) (* (* x x) (+ 1 (cos x)))) |
| 1.0ms | (+ 1 (cos x)) |
4 calls. Slowest were:
| 269.0ms | (/ (expm1 (log1p (* (sin x) (sin x)))) (* (* x x) (+ 1 (cos x)))) |
| 210.0ms | (expm1 (log1p (* (sin x) (sin x)))) |
| 16.0ms | (* (sin x) (sin x)) |
| 9.0ms | (+ 1 (cos x)) |
42 calls. Slowest were:
| 300.0ms | (/ (pow (sin x) 2) (* (pow x 2) (+ (cos x) 1))) |
| 242.0ms | (/ (pow (sin x) 2) (* (pow x 2) (+ (cos x) 1))) |
| 241.0ms | (/ (* (* (expm1 (log1p (* (sin x) (sin x)))) (expm1 (log1p (* (sin x) (sin x))))) (expm1 (log1p (* (sin x) (sin x))))) (* (* (* (* x x) (+ 1 (cos x))) (* (* x x) (+ 1 (cos x)))) (* (* x x) (+ 1 (cos x))))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0b
Found 4 expressions with local error:
| 16.2b | (/ (expm1 (log1p (* (sin x) (sin x)))) (* x x)) |
| 0.3b | (+ 1 (cos x)) |
| 0.3b | (* (sin x) (sin x)) |
| 0.2b | (expm1 (log1p (* (sin x) (sin x)))) |
4 calls. Slowest were:
| 8.0ms | (* (sin x) (sin x)) |
| 6.0ms | (/ (expm1 (log1p (* (sin x) (sin x)))) (* x x)) |
| 2.0ms | (+ 1 (cos x)) |
4 calls. Slowest were:
| 217.0ms | (/ (expm1 (log1p (* (sin x) (sin x)))) (* x x)) |
| 187.0ms | (expm1 (log1p (* (sin x) (sin x)))) |
| 24.0ms | (* (sin x) (sin x)) |
| 14.0ms | (+ 1 (cos x)) |
37 calls. Slowest were:
| 647.0ms | (/ (* (* (expm1 (log1p (* (sin x) (sin x)))) (expm1 (log1p (* (sin x) (sin x))))) (expm1 (log1p (* (sin x) (sin x))))) (* (* (* x x) (* x x)) (* x x))) |
| 61.0ms | (- (+ (* 2/45 (pow x 4)) 1) (* 1/3 (pow x 2))) |
| 53.0ms | (- (+ (* 1/24 (pow x 4)) 2) (* 1/2 (pow x 2))) |
6 alts after pruning (5 fresh and 1 done)
Merged error: 0b
96.8% (0.3b remaining)
Error of 0.4b against oracle of 0.0b and baseline of 10.0b