


Bits error versus alpha



Bits error versus beta
Results
if alpha < 6.673179515756449e+22Initial program 0.8
rmApplied div-sub0.8
Applied associate-+l-0.8
rmApplied add-exp-log0.8
if 6.673179515756449e+22 < alpha Initial program 51.3
rmApplied div-sub51.3
Applied associate-+l-49.5
rmApplied add-log-exp49.5
Taylor expanded around inf 18.3
Simplified18.3
Final simplification6.3
herbie shell --seed 2018360
(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: 42.4s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 16.6b
Found 2 expressions with local error:
| 1.5b | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 33.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 10.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 57.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 42.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
37 calls. Slowest were:
| 154.0ms | (+ (* (+ alpha beta) (+ alpha beta)) (- (* 2.0 2.0) (* (+ alpha beta) 2.0))) |
| 117.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 1) (* 2.0 (/ 1 beta))) |
| 116.0ms | (/ (* (* (- beta alpha) (- beta alpha)) (- beta alpha)) (* (* (+ (+ alpha beta) 2.0) (+ (+ alpha beta) 2.0)) (+ (+ alpha beta) 2.0))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 15.6b
Found 4 expressions with local error:
| 1.5b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
| 0.0b | (/ beta (+ (+ 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:
| 57.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 57.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 39.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
| 38.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
32 calls. Slowest were:
| 522.0ms | (- (* 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)))) |
| 372.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
| 340.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 4.9b
Found 4 expressions with local error:
| 1.5b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 1.5b | (log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
| 0.0b | (/ beta (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 11.0ms | (log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
| 5.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 5.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 55.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 38.0ms | (log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
| 25.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
| 24.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
32 calls. Slowest were:
| 372.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
| 313.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
| 282.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 4.9b
Found 4 expressions with local error:
| 1.5b | (- (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) (pow 1.0 3)) |
| 0.1b | (/ (- (* beta (+ (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (+ (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) (* (+ (+ alpha beta) 2.0) (- (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) (pow 1.0 3)))) (* (+ (+ alpha beta) 2.0) (+ (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (+ (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0))))) |
| 0.1b | (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) |
| 0.0b | (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) |
4 calls. Slowest were:
| 47.0ms | (/ (- (* beta (+ (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (+ (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) (* (+ (+ alpha beta) 2.0) (- (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) (pow 1.0 3)))) (* (+ (+ alpha beta) 2.0) (+ (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (+ (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0))))) |
| 11.0ms | (- (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) (pow 1.0 3)) |
| 4.0ms | (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) |
4 calls. Slowest were:
| 334.0ms | (/ (- (* beta (+ (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (+ (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) (* (+ (+ alpha beta) 2.0) (- (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) (pow 1.0 3)))) (* (+ (+ alpha beta) 2.0) (+ (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (+ (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0))))) |
| 78.0ms | (- (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) (pow 1.0 3)) |
| 52.0ms | (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) |
| 47.0ms | (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) |
164 calls. Slowest were:
| 851.0ms | (pow (/ alpha (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0))) 3) |
| 757.0ms | (/ (* (* (- (* beta (+ (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (+ (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) (* (+ (+ alpha beta) 2.0) (- (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) (pow 1.0 3)))) (- (* beta (+ (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (+ (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) (* (+ (+ alpha beta) 2.0) (- (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) (pow 1.0 3))))) (- (* beta (+ (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (+ (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) (* (+ (+ alpha beta) 2.0) (- (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) (pow 1.0 3))))) (* (* (* (+ (+ alpha beta) 2.0) (+ (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (+ (* 1.0 1.0) (* (/ 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) (* (/ 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) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))))) |
| 688.0ms | (- (* (* beta (+ (* (* alpha alpha) (- (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) (* (* (+ (+ alpha beta) 2.0) (+ (+ alpha beta) 2.0)) (- (* (* 1.0 1.0) (* 1.0 1.0)) (* (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))))) (- (+ alpha beta) 2.0)) (* (* (* (+ (+ alpha beta) 2.0) (+ (+ alpha beta) 2.0)) (- (* 1.0 1.0) (* (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) (* (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0)) (- (pow (/ alpha (+ (+ alpha beta) 2.0)) 3) (pow 1.0 3))))) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 4.7b
76.1% (3.1b remaining)
Error of 6.3b against oracle of 3.2b and baseline of 16.3b