


Bits error versus alpha



Bits error versus beta
Results
if (/ (- beta alpha) (+ (+ alpha beta) 2.0)) < -0.9999999999943141Initial program 60.2
rmApplied div-sub60.2
Applied associate-+l-58.4
rmApplied clear-num58.4
Taylor expanded around inf 10.8
Simplified10.8
if -0.9999999999943141 < (/ (- beta alpha) (+ (+ alpha beta) 2.0)) Initial program 0.3
rmApplied add-log-exp0.3
Final simplification3.1
herbie shell --seed 2019005
(FPCore (alpha beta)
:name "Octave 3.8, jcobi/1"
:pre (and (> alpha -1) (> beta -1))
(/ (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) 2.0))
Time bar (total: 15.3s)Debug log
1 calls. Slowest were:
| 81.0ms | (/ (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) 2.0) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 14.3b
Found 2 expressions with local error:
| 2.0b | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 34.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 10.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 56.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 26.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
37 calls. Slowest were:
| 144.0ms | (+ (* (+ alpha beta) (+ alpha beta)) (- (* 2.0 2.0) (* (+ alpha beta) 2.0))) |
| 138.0ms | (/ (* (* (- beta alpha) (- beta alpha)) (- beta alpha)) (* (* (+ (+ alpha beta) 2.0) (+ (+ alpha beta) 2.0)) (+ (+ alpha beta) 2.0))) |
| 130.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 1) (* 2.0 (/ 1 beta))) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 13.6b
Found 4 expressions with local error:
| 2.0b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (/ beta (+ (+ alpha beta) 2.0)) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
| 0.0b | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
4 calls. Slowest were:
| 12.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 5.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 2.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 45.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 45.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 34.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
| 27.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
32 calls. Slowest were:
| 723.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
| 527.0ms | (- (* beta (+ (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) (* (+ (+ alpha beta) 2.0) (- (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (* 1.0 1.0)))) |
| 341.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 3.8b
Found 4 expressions with local error:
| 2.0b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 2.0b | (log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
| 0.0b | (/ beta (+ (+ alpha beta) 2.0)) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 11.0ms | (log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
| 9.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 2.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 42.0ms | (log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
| 39.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
| 38.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 28.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
32 calls. Slowest were:
| 385.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
| 381.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
| 380.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 3.8b
Found 4 expressions with local error:
| 2.0b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.4b | (/ 1 (/ (+ (+ alpha beta) 2.0) beta)) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
| 0.0b | (/ (+ (+ alpha beta) 2.0) beta) |
4 calls. Slowest were:
| 7.0ms | (/ (+ (+ alpha beta) 2.0) beta) |
| 5.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 2.0ms | (/ 1 (/ (+ (+ alpha beta) 2.0) beta)) |
4 calls. Slowest were:
| 41.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 39.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
| 33.0ms | (/ 1 (/ (+ (+ alpha beta) 2.0) beta)) |
| 18.0ms | (/ (+ (+ alpha beta) 2.0) beta) |
26 calls. Slowest were:
| 462.0ms | (+ (pow (+ alpha beta) 3) (pow 2.0 3)) |
| 431.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
| 346.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 3.8b
98.6% (0.2b remaining)
Error of 3.1b against oracle of 2.9b and baseline of 15.6b