


Bits error versus alpha



Bits error versus beta
if alpha < 7440267031188.264Initial program 0.2
rmApplied div-sub0.2
Applied associate-+l-0.2
rmApplied add-sqr-sqrt0.3
Applied associate-/r*0.3
rmApplied flip-+0.3
Applied associate-/r/0.3
Applied fma-neg0.3
if 7440267031188.264 < alpha Initial program 50.3
rmApplied div-sub50.3
Applied associate-+l-48.6
Taylor expanded around -inf 18.4
Simplified18.4
Final simplification6.2
herbie shell --seed 2018365 +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: 41.7s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 15.8b
Found 2 expressions with local error:
| 0.9b | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 16.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 9.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 60.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 25.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
51 calls. Slowest were:
| 493.0ms | (/ (- beta alpha) (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 251.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 2.0) (* 2.0 (/ 1 beta))) |
| 243.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 2.0) (* 2.0 (/ 1 beta))) |
10 alts after pruning (9 fresh and 1 done)
Merged error: 15.2b
Found 4 expressions with local error:
| 0.9b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
| 0.0b | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 0.0b | (/ beta (+ (+ alpha beta) 2.0)) |
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) |
| 3.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 66.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 56.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 34.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
| 33.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
76 calls. Slowest were:
| 786.0ms | (- (* 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)))) |
| 676.0ms | (fma (/ beta (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0))) (- (+ alpha beta) 2.0) (- (* (sqrt (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) (sqrt (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))))) |
| 599.0ms | (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)))))) |
5 alts after pruning (5 fresh and 0 done)
Merged error: 1.9b
Found 4 expressions with local error:
| 0.9b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.4b | (/ beta (sqrt (+ (+ alpha beta) 2.0))) |
| 0.2b | (/ (/ beta (sqrt (+ (+ alpha beta) 2.0))) (sqrt (+ (+ alpha beta) 2.0))) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 14.0ms | (/ (/ 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:
| 68.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 67.0ms | (/ beta (sqrt (+ (+ alpha beta) 2.0))) |
| 37.0ms | (/ (/ beta (sqrt (+ (+ alpha beta) 2.0))) (sqrt (+ (+ alpha beta) 2.0))) |
| 24.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
115 calls. Slowest were:
| 970.0ms | (/ alpha (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 614.0ms | (/ (/ beta (sqrt (+ (pow (+ alpha beta) 3) (pow 2.0 3)))) (sqrt (* (cbrt (+ (+ alpha beta) 2.0)) (cbrt (+ (+ alpha beta) 2.0))))) |
| 605.0ms | (/ (/ beta (sqrt (+ (pow (+ alpha beta) 3) (pow 2.0 3)))) 1) |
5 alts after pruning (5 fresh and 0 done)
Merged error: 1.9b
Found 4 expressions with local error:
| 16.0b | (fma (/ alpha (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0))) (- (+ alpha beta) 2.0) (- 1.0)) |
| 9.0b | (/ alpha (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0))) |
| 0.4b | (/ beta (sqrt (+ (+ alpha beta) 2.0))) |
| 0.2b | (/ (/ beta (sqrt (+ (+ alpha beta) 2.0))) (sqrt (+ (+ alpha beta) 2.0))) |
4 calls. Slowest were:
| 8.0ms | (/ (/ beta (sqrt (+ (+ alpha beta) 2.0))) (sqrt (+ (+ alpha beta) 2.0))) |
| 4.0ms | (/ alpha (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0))) |
| 2.0ms | (/ beta (sqrt (+ (+ alpha beta) 2.0))) |
4 calls. Slowest were:
| 83.0ms | (fma (/ alpha (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0))) (- (+ alpha beta) 2.0) (- 1.0)) |
| 46.0ms | (/ alpha (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0))) |
| 39.0ms | (/ beta (sqrt (+ (+ alpha beta) 2.0))) |
| 30.0ms | (/ (/ beta (sqrt (+ (+ alpha beta) 2.0))) (sqrt (+ (+ alpha beta) 2.0))) |
112 calls. Slowest were:
| 667.0ms | (/ (/ beta (sqrt (+ (pow (+ alpha beta) 3) (pow 2.0 3)))) 1) |
| 591.0ms | (/ (/ beta (sqrt (+ (pow (+ alpha beta) 3) (pow 2.0 3)))) (sqrt 1)) |
| 580.0ms | (/ (/ beta (sqrt (+ (pow (+ alpha beta) 3) (pow 2.0 3)))) (* (cbrt (sqrt (+ (+ alpha beta) 2.0))) (cbrt (sqrt (+ (+ alpha beta) 2.0))))) |
5 alts after pruning (4 fresh and 1 done)
Merged error: 1.9b
78.1% (3.0b remaining)
Error of 6.2b against oracle of 3.2b and baseline of 16.9b