


Bits error versus alpha



Bits error versus beta
if alpha < 3.2376133163816985e+43Initial program 2.1
rmApplied div-sub2.1
Applied associate-+l-2.1
rmApplied add-exp-log2.1
if 3.2376133163816985e+43 < alpha Initial program 52.0
rmApplied div-sub52.0
Applied associate-+l-50.3
rmApplied clear-num50.4
Taylor expanded around -inf 17.2
Simplified17.2
Final simplification6.4
herbie shell --seed 2019002 +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: 27.9s)Debug log
1 calls. Slowest were:
| 70.0ms | (/ (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) 2.0) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 16.8b
Found 2 expressions with local error:
| 1.4b | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 17.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 5.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 56.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 48.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
51 calls. Slowest were:
| 573.0ms | (/ (- beta alpha) (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 224.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 2.0) (* 2.0 (/ 1 beta))) |
| 221.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 1) (* 2.0 (/ 1 beta))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 16.2b
Found 4 expressions with local error:
| 1.4b | (- (/ 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)) 2.0) |
4 calls. Slowest were:
| 68.0ms | (/ (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) 2.0) |
| 18.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 4.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 57.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 54.0ms | (/ (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) 2.0) |
| 39.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
| 37.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
34 calls. Slowest were:
| 605.0ms | (- (* 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)))) |
| 535.0ms | (/ alpha (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 448.0ms | (- (* 0.5 beta) (+ (* 0.25 (pow beta 2)) (* 0.25 (* beta alpha)))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 3.1b
Found 4 expressions with local error:
| 1.4b | (- (/ 1 (/ (+ (+ alpha beta) 2.0) alpha)) 1.0) |
| 0.5b | (/ 1 (/ (+ (+ alpha beta) 2.0) alpha)) |
| 0.0b | (/ (+ (+ alpha beta) 2.0) alpha) |
| 0.0b | (/ beta (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 8.0ms | (/ (+ (+ alpha beta) 2.0) alpha) |
| 4.0ms | (- (/ 1 (/ (+ (+ alpha beta) 2.0) alpha)) 1.0) |
| 2.0ms | (/ 1 (/ (+ (+ alpha beta) 2.0) alpha)) |
4 calls. Slowest were:
| 50.0ms | (- (/ 1 (/ (+ (+ alpha beta) 2.0) alpha)) 1.0) |
| 40.0ms | (/ 1 (/ (+ (+ alpha beta) 2.0) alpha)) |
| 37.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
| 21.0ms | (/ (+ (+ alpha beta) 2.0) alpha) |
29 calls. Slowest were:
| 626.0ms | (+ (pow (+ alpha beta) 3) (pow 2.0 3)) |
| 495.0ms | (- (* 0.5 beta) (+ (* 0.25 (pow beta 2)) (* 0.25 (* beta alpha)))) |
| 319.0ms | (- (* 0.5 alpha) (+ (* 0.25 (pow alpha 2)) (* 0.25 (* beta alpha)))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 3.1b
Found 4 expressions with local error:
| 1.4b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.4b | (/ beta (sqrt (+ (+ alpha beta) 2.0))) |
| 0.3b | (/ (/ beta (sqrt (+ (+ alpha beta) 2.0))) (sqrt (+ (+ alpha beta) 2.0))) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 15.0ms | (/ (/ beta (sqrt (+ (+ alpha beta) 2.0))) (sqrt (+ (+ alpha beta) 2.0))) |
| 13.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 4.0ms | (/ beta (sqrt (+ (+ alpha beta) 2.0))) |
4 calls. Slowest were:
| 55.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 51.0ms | (/ beta (sqrt (+ (+ alpha beta) 2.0))) |
| 40.0ms | (/ (/ beta (sqrt (+ (+ alpha beta) 2.0))) (sqrt (+ (+ alpha beta) 2.0))) |
| 39.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
115 calls. Slowest were:
| 595.0ms | (/ (/ beta (sqrt (+ (pow (+ alpha beta) 3) (pow 2.0 3)))) (sqrt (sqrt (+ (+ alpha beta) 2.0)))) |
| 587.0ms | (/ (/ beta (sqrt (+ (pow (+ alpha beta) 3) (pow 2.0 3)))) (* (cbrt (sqrt (+ (+ alpha beta) 2.0))) (cbrt (sqrt (+ (+ alpha beta) 2.0))))) |
| 564.0ms | (/ (/ beta (sqrt (+ (pow (+ alpha beta) 3) (pow 2.0 3)))) (sqrt (* (cbrt (+ (+ alpha beta) 2.0)) (cbrt (+ (+ alpha beta) 2.0))))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 3.1b
73.1% (3.5b remaining)
Error of 6.4b against oracle of 2.9b and baseline of 15.8b