


Bits error versus alpha



Bits error versus beta



Bits error versus i
Results
if alpha < 8.158565138653585e+102Initial program 14.2
rmApplied *-un-lft-identity14.2
Applied times-frac3.5
Applied associate-/l*3.5
Simplified3.5
rmApplied flip3-+3.5
if 8.158565138653585e+102 < alpha Initial program 58.5
Taylor expanded around inf 41.6
Simplified41.6
Final simplification12.0
herbie shell --seed 2018365
(FPCore (alpha beta i)
:name "Octave 3.8, jcobi/2"
:pre (and (> alpha -1) (> beta -1) (> i 0))
(/ (+ (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) 1.0) 2.0))
Time bar (total: 4.3m)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 23.5b
Found 4 expressions with local error:
| 20.0b | (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) |
| 1.6b | (+ (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) 1.0) |
| 0.1b | (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 0.0b | (+ (+ (+ alpha beta) (* 2 i)) 2.0) |
4 calls. Slowest were:
| 108.0ms | (+ (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) 1.0) |
| 25.0ms | (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 15.0ms | (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) |
4 calls. Slowest were:
| 224.0ms | (+ (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) 1.0) |
| 215.0ms | (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 55.0ms | (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) |
| 25.0ms | (+ (+ (+ alpha beta) (* 2 i)) 2.0) |
111 calls. Slowest were:
| 735.0ms | (/ (/ (* (* (* (+ alpha beta) (- beta alpha)) (* (+ alpha beta) (- beta alpha))) (* (+ alpha beta) (- beta alpha))) (* (* (+ (+ alpha beta) (* 2 i)) (+ (+ alpha beta) (* 2 i))) (+ (+ alpha beta) (* 2 i)))) (* (* (+ (+ (+ alpha beta) (* 2 i)) 2.0) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 533.0ms | (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 494.0ms | (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 6.5b
Found 4 expressions with local error:
| 1.7b | (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) |
| 1.6b | (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0) |
| 0.1b | (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i)))) |
| 0.0b | (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) |
4 calls. Slowest were:
| 70.0ms | (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0) |
| 37.0ms | (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i)))) |
| 21.0ms | (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) |
4 calls. Slowest were:
| 172.0ms | (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) |
| 172.0ms | (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0) |
| 112.0ms | (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i)))) |
| 54.0ms | (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) |
517 calls. Slowest were:
| 735.0ms | (/ (* (cbrt (+ beta alpha)) (cbrt (+ beta alpha))) (/ 1 (/ (sqrt (- beta alpha)) (* (cbrt (+ (+ alpha beta) (* 2 i))) (cbrt (+ (+ alpha beta) (* 2 i))))))) |
| 682.0ms | (+ (pow (+ (+ alpha beta) (* 2 i)) 3) (pow 2.0 3)) |
| 668.0ms | (/ (sqrt (+ beta alpha)) (/ (sqrt (+ (+ (+ alpha beta) (* 2 i)) 2.0)) (/ (sqrt (- beta alpha)) (+ (+ alpha beta) (* 2 i))))) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 6.5b
Found 4 expressions with local error:
| 1.7b | (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) |
| 1.6b | (log (exp (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0))) |
| 1.6b | (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0) |
| 0.1b | (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i)))) |
4 calls. Slowest were:
| 277.0ms | (log (exp (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0))) |
| 84.0ms | (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0) |
| 40.0ms | (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i)))) |
4 calls. Slowest were:
| 203.0ms | (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) |
| 163.0ms | (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0) |
| 145.0ms | (log (exp (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0))) |
| 119.0ms | (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i)))) |
495 calls. Slowest were:
| 818.0ms | (/ (sqrt (+ (+ (+ alpha beta) (* 2 i)) 2.0)) (/ (- beta alpha) (- (* (+ alpha beta) (+ alpha beta)) (* (* 2 i) (* 2 i))))) |
| 811.0ms | (/ 1 (/ (* (cbrt (+ (+ (+ alpha beta) (* 2 i)) 2.0)) (cbrt (+ (+ (+ alpha beta) (* 2 i)) 2.0))) (/ (* (cbrt (- beta alpha)) (cbrt (- beta alpha))) (sqrt (+ (+ alpha beta) (* 2 i)))))) |
| 735.0ms | (+ (pow (+ (+ alpha beta) (* 2 i)) 3) (pow 2.0 3)) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 6.5b
Found 4 expressions with local error:
| 3.2b | (log (log (exp (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0)))) |
| 1.7b | (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) |
| 1.6b | (log (exp (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0))) |
| 1.6b | (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0) |
4 calls. Slowest were:
| 340.0ms | (log (exp (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0))) |
| 153.0ms | (log (log (exp (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0)))) |
| 59.0ms | (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0) |
4 calls. Slowest were:
| 281.0ms | (log (log (exp (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0)))) |
| 178.0ms | (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0) |
| 174.0ms | (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) |
| 148.0ms | (log (exp (+ (/ (+ beta alpha) (/ (+ (+ (+ alpha beta) (* 2 i)) 2.0) (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))))) 1.0))) |
389 calls. Slowest were:
| 690.0ms | (/ 1 (/ (* (cbrt (+ (+ (+ alpha beta) (* 2 i)) 2.0)) (cbrt (+ (+ (+ alpha beta) (* 2 i)) 2.0))) (/ (sqrt (- beta alpha)) 1))) |
| 680.0ms | (/ (* (cbrt (+ beta alpha)) (cbrt (+ beta alpha))) (/ 1 (/ (sqrt (- beta alpha)) (* (cbrt (+ (+ alpha beta) (* 2 i))) (cbrt (+ (+ alpha beta) (* 2 i))))))) |
| 580.0ms | (/ (+ beta alpha) (/ (cbrt (+ (+ (+ alpha beta) (* 2 i)) 2.0)) (- (+ alpha beta) (* 2 i)))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 6.5b
7.2% (6.1b remaining)
Error of 12.0b against oracle of 5.9b and baseline of 12.5b