


Bits error versus alpha



Bits error versus beta
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 +o rules:numerics
(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: 25.3s)Debug log
1 calls. Slowest were:
| 75.0ms | (/ (+ (/ (- 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) |
| 11.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 64.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 33.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
51 calls. Slowest were:
| 609.0ms | (/ (- beta alpha) (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 199.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 2.0) (* 2.0 (/ 1 beta))) |
| 189.0ms | (/ (* (* (- beta alpha) (- beta alpha)) (- beta alpha)) (* (* (+ (+ alpha beta) 2.0) (+ (+ alpha beta) 2.0)) (+ (+ alpha beta) 2.0))) |
10 alts after pruning (10 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:
| 34.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 13.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 4.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 65.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 39.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
| 35.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 26.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
76 calls. Slowest were:
| 702.0ms | (- (* 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)))) |
| 484.0ms | (/ beta (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 482.0ms | (fma (/ beta (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0))) (- (+ alpha beta) 2.0) (- (* (cbrt (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) (* (cbrt (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) (cbrt (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))))) |
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:
| 19.0ms | (log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
| 7.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 3.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 64.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 50.0ms | (log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
| 39.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
| 24.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
36 calls. Slowest were:
| 533.0ms | (/ alpha (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 414.0ms | (- (* 0.5 beta) (+ (* 0.25 (pow beta 2)) (* 0.25 (* beta alpha)))) |
| 262.0ms | (- (* 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:
| 8.0ms | (/ (+ (+ alpha beta) 2.0) beta) |
| 6.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 2.0ms | (/ 1 (/ (+ (+ alpha beta) 2.0) beta)) |
4 calls. Slowest were:
| 67.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 51.0ms | (/ 1 (/ (+ (+ alpha beta) 2.0) beta)) |
| 39.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
| 23.0ms | (/ (+ (+ alpha beta) 2.0) beta) |
30 calls. Slowest were:
| 884.0ms | (/ alpha (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 490.0ms | (+ (pow (+ alpha beta) 3) (pow 2.0 3)) |
| 456.0ms | (- (* 0.5 beta) (+ (* 0.25 (pow beta 2)) (* 0.25 (* beta alpha)))) |
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