


Bits error versus x



Bits error versus y



Bits error versus z



Bits error versus a
Results
Initial program 13.2
rmApplied tan-quot13.2
Applied tan-sum0.2
Applied frac-sub0.2
rmApplied clear-num0.2
Final simplification0.2
herbie shell --seed 2019008
(FPCore (x y z a)
:name "(+ x (- (tan (+ y z)) (tan a)))"
:pre (and (or (== x 0) (<= 0.5884142 x 505.5909)) (or (<= -1.796658e+308 y -9.425585e-310) (<= 1.284938e-309 y 1.751224e+308)) (or (<= -1.776707e+308 z -8.599796e-310) (<= 3.293145e-311 z 1.725154e+308)) (or (<= -1.796658e+308 a -9.425585e-310) (<= 1.284938e-309 a 1.751224e+308)))
(+ x (- (tan (+ y z)) (tan a))))
Time bar (total: 44.0s)Debug log
1 calls. Slowest were:
| 21.0ms | (+ x (- (tan (+ y z)) (tan a))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 13.8b
Found 3 expressions with local error:
| 4.7b | (tan (+ y z)) |
| 0.2b | (- (tan (+ y z)) (tan a)) |
| 0.1b | (+ x (- (tan (+ y z)) (tan a))) |
3 calls. Slowest were:
| 5.0ms | (- (tan (+ y z)) (tan a)) |
| 3.0ms | (+ x (- (tan (+ y z)) (tan a))) |
| 1.0ms | (tan (+ y z)) |
3 calls. Slowest were:
| 148.0ms | (+ x (- (tan (+ y z)) (tan a))) |
| 147.0ms | (- (tan (+ y z)) (tan a)) |
| 60.0ms | (tan (+ y z)) |
21 calls. Slowest were:
| 196.0ms | (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a))) |
| 107.0ms | (* (- 1 (* (tan y) (tan z))) (cos a)) |
| 39.0ms | (+ (* 1/3 (pow y 3)) (+ z y)) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 0.2b | (* (tan y) (tan z)) |
| 0.2b | (* (tan y) (tan z)) |
| 0.2b | (/ (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a))) (* (- 1 (* (tan y) (tan z))) (cos a))) |
| 0.2b | (* (+ (tan y) (tan z)) (cos a)) |
4 calls. Slowest were:
| 41.0ms | (/ (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a))) (* (- 1 (* (tan y) (tan z))) (cos a))) |
| 16.0ms | (* (+ (tan y) (tan z)) (cos a)) |
| 8.0ms | (* (tan y) (tan z)) |
4 calls. Slowest were:
| 494.0ms | (/ (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a))) (* (- 1 (* (tan y) (tan z))) (cos a))) |
| 153.0ms | (* (+ (tan y) (tan z)) (cos a)) |
| 106.0ms | (* (tan y) (tan z)) |
| 93.0ms | (* (tan y) (tan z)) |
71 calls. Slowest were:
| 436.0ms | (* (* (* (+ (tan y) (tan z)) (+ (tan y) (tan z))) (+ (tan y) (tan z))) (* (* (cos a) (cos a)) (cos a))) |
| 322.0ms | (+ (* 1/3 (* (pow z 3) y)) (+ (* 1/3 (* z (pow y 3))) (* z y))) |
| 310.0ms | (+ (* 1/3 (* (pow z 3) y)) (+ (* 1/3 (* z (pow y 3))) (* z y))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 0.3b | (* (* (tan y) (tan z)) (* (tan y) (tan z))) |
| 0.3b | (/ (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a))) (* (- (* 1 1) (* (* (tan y) (tan z)) (* (tan y) (tan z)))) (cos a))) |
| 0.2b | (* (tan y) (tan z)) |
| 0.2b | (* (tan y) (tan z)) |
4 calls. Slowest were:
| 22.0ms | (/ (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a))) (* (- (* 1 1) (* (* (tan y) (tan z)) (* (tan y) (tan z)))) (cos a))) |
| 20.0ms | (* (* (tan y) (tan z)) (* (tan y) (tan z))) |
| 7.0ms | (* (tan y) (tan z)) |
4 calls. Slowest were:
| 624.0ms | (/ (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a))) (* (- (* 1 1) (* (* (tan y) (tan z)) (* (tan y) (tan z)))) (cos a))) |
| 134.0ms | (* (* (tan y) (tan z)) (* (tan y) (tan z))) |
| 108.0ms | (* (tan y) (tan z)) |
| 89.0ms | (* (tan y) (tan z)) |
108 calls. Slowest were:
| 849.0ms | (* (* (* (* (tan y) (tan y)) (tan y)) (* (* (tan z) (tan z)) (tan z))) (* (* (* (tan y) (tan z)) (* (tan y) (tan z))) (* (tan y) (tan z)))) |
| 503.0ms | (* (* (* (* (tan y) (tan z)) (* (tan y) (tan z))) (* (tan y) (tan z))) (* (* (* (tan y) (tan z)) (* (tan y) (tan z))) (* (tan y) (tan z)))) |
| 499.0ms | (* (* (* (* (tan y) (tan z)) (* (tan y) (tan z))) (* (tan y) (tan z))) (* (* (* (tan y) (tan y)) (tan y)) (* (* (tan z) (tan z)) (tan z)))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 0.3b | (/ (* (- 1 (* (tan y) (tan z))) (cos a)) (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a)))) |
| 0.2b | (* (tan y) (tan z)) |
| 0.2b | (* (tan y) (tan z)) |
| 0.2b | (/ 1 (/ (* (- 1 (* (tan y) (tan z))) (cos a)) (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a))))) |
4 calls. Slowest were:
| 31.0ms | (/ (* (- 1 (* (tan y) (tan z))) (cos a)) (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a)))) |
| 20.0ms | (/ 1 (/ (* (- 1 (* (tan y) (tan z))) (cos a)) (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a))))) |
| 8.0ms | (* (tan y) (tan z)) |
4 calls. Slowest were:
| 498.0ms | (/ (* (- 1 (* (tan y) (tan z))) (cos a)) (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a)))) |
| 428.0ms | (/ 1 (/ (* (- 1 (* (tan y) (tan z))) (cos a)) (- (* (+ (tan y) (tan z)) (cos a)) (* (- 1 (* (tan y) (tan z))) (sin a))))) |
| 98.0ms | (* (tan y) (tan z)) |
| 89.0ms | (* (tan y) (tan z)) |
77 calls. Slowest were:
| 295.0ms | (* (* (cos y) (cos z)) (+ (* 1 1) (+ (* (* (tan y) (tan z)) (* (tan y) (tan z))) (* 1 (* (tan y) (tan z)))))) |
| 291.0ms | (* (* (cos y) (cos z)) (+ (* 1 1) (+ (* (* (tan y) (tan z)) (* (tan y) (tan z))) (* 1 (* (tan y) (tan z)))))) |
| 244.0ms | (* (* (cos y) (cos z)) (+ 1 (* (tan y) (tan z)))) |
10 alts after pruning (9 fresh and 1 done)
Merged error: 0.1b
0% (0.1b remaining)
Error of 0.2b against oracle of 0.1b and baseline of 0.2b