


Bits error versus alpha



Bits error versus beta
Results
if alpha < 5.0313287992006405e+31Initial program 0.2
rmApplied add-sqr-sqrt0.8
Applied add-sqr-sqrt0.3
Applied times-frac0.3
Simplified0.3
Simplified0.3
rmApplied *-un-lft-identity0.3
Applied sqrt-prod0.3
Applied div-inv0.3
Applied sqrt-prod0.3
Applied times-frac0.2
Simplified0.2
if 5.0313287992006405e+31 < alpha Initial program 12.6
Taylor expanded around inf 11.4
Simplified11.4
Final simplification3.7
herbie shell --seed 2019021
(FPCore (alpha beta)
:name "Octave 3.8, jcobi/3"
:pre (and (> alpha -1) (> beta -1))
(/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)))
Time bar (total: 3.5m)Debug log
| 32.0ms | 256× | body | 80 | valid |
| 6.0ms | 256× | pre | 80 | true |
| 576.0ms | (/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 3.8b
Found 4 expressions with local error:
| 3.6b | (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) |
| 0.1b | (/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 0.0b | (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) |
| 0.0b | (+ (+ alpha beta) (* beta alpha)) |
| 531× | times-frac |
| 256× | add-cube-cbrt |
| 256× | *-un-lft-identity |
| 256× | add-sqr-sqrt |
| 69× | associate-/l* |
| 46× | associate-/r/ |
| 25× | flip-+ |
| 25× | flip3-+ |
| 23× | div-inv |
| 20× | add-exp-log |
| 20× | add-cbrt-cube |
| 10× | div-exp |
| 10× | cbrt-undiv |
| 9× | associate-/r* |
| 6× | add-log-exp |
| 4× | associate-/l/ |
| 4× | pow1 |
| 3× | frac-2neg |
| 3× | clear-num |
| 1× | sum-log |
| 1× | associate-+l+ |
| 1× | +-commutative |
| 80.0ms | (/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 68.0ms | (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) |
| 36.0ms | (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) |
| 3.0ms | (+ (+ alpha beta) (* beta alpha)) |
| 101.0ms | (/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 78.0ms | (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) |
| 45.0ms | (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) |
| 14.0ms | (+ (+ alpha beta) (* beta alpha)) |
| 922.0ms | (/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (- (* (+ alpha beta) (+ alpha beta)) (* (* 2 1) (* 2 1)))) (sqrt (+ (+ alpha beta) (* 2 1)))) (* (cbrt (+ (+ (+ alpha beta) (* 2 1)) 1.0)) (cbrt (+ (+ (+ alpha beta) (* 2 1)) 1.0)))) |
| 724.0ms | (/ (/ (/ (cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0)) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 699.0ms | (/ (/ (/ (sqrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0)) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 683.0ms | (/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 681.0ms | (/ (/ (/ (sqrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0)) (+ (+ alpha beta) (* 2 1))) (sqrt (+ (+ alpha beta) (* 2 1)))) (cbrt (+ (+ (+ alpha beta) (* 2 1)) 1.0))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 1.4b
Found 4 expressions with local error:
| 3.6b | (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))) |
| 3.6b | (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))) |
| 0.3b | (* (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))) (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha))))) |
| 0.2b | (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))) |
| 513× | times-frac |
| 450× | sqrt-prod |
| 284× | add-cube-cbrt |
| 284× | *-un-lft-identity |
| 284× | add-sqr-sqrt |
| 114× | associate-*l* |
| 114× | associate-*r* |
| 48× | associate-/r/ |
| 26× | flip-+ |
| 26× | flip3-+ |
| 24× | associate-/l* |
| 24× | div-inv |
| 22× | add-exp-log |
| 22× | add-cbrt-cube |
| 12× | associate-/r* |
| 9× | pow1 |
| 7× | div-exp |
| 7× | sqrt-div |
| 7× | cbrt-undiv |
| 5× | associate-/l/ |
| 5× | sqrt-undiv |
| 4× | add-log-exp |
| 4× | cbrt-unprod |
| 4× | prod-exp |
| 3× | frac-2neg |
| 3× | clear-num |
| 1× | pow-prod-up |
| 1× | *-commutative |
| 1× | associate-*r/ |
| 1× | associate-*l/ |
| 1× | pow-prod-down |
| 1× | sqrt-unprod |
| 1× | pow-plus |
| 1× | rem-square-sqrt |
| 1× | frac-times |
| 1× | pow2 |
| 25.0ms | (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))) |
| 25.0ms | (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))) |
| 24.0ms | (* (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))) (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha))))) |
| 12.0ms | (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))) |
| 124.0ms | (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))) |
| 88.0ms | (* (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))) (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha))))) |
| 66.0ms | (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))) |
| 57.0ms | (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))) |
| 591.0ms | (+ (pow (* alpha beta) 3) (pow (+ beta (+ 1.0 alpha)) 3)) |
| 580.0ms | (+ (pow (* alpha beta) 3) (pow (+ beta (+ 1.0 alpha)) 3)) |
| 539.0ms | (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (- (* 2 2) (* (+ beta alpha) (+ beta alpha))))) (sqrt (sqrt (+ 2 (+ beta alpha))))) |
| 518.0ms | (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (- (* 2 2) (* (+ beta alpha) (+ beta alpha))))) (sqrt (sqrt (+ 2 (+ beta alpha))))) |
| 513.0ms | (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (- (* 2 2) (* (+ beta alpha) (+ beta alpha))))) |
9 alts after pruning (8 fresh and 1 done)
Merged error: 1.4b
Found 4 expressions with local error:
| 3.6b | (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))) |
| 3.6b | (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) |
| 0.3b | (* (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))) (* (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) (/ (sqrt (/ 1 (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))))) |
| 0.2b | (* (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) (/ (sqrt (/ 1 (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha))))) |
| 225× | times-frac |
| 215× | sqrt-prod |
| 135× | *-un-lft-identity |
| 132× | add-sqr-sqrt |
| 131× | add-cube-cbrt |
| 121× | associate-*l* |
| 61× | associate-*r* |
| 51× | flip-+ |
| 51× | flip3-+ |
| 46× | sqrt-div |
| 32× | add-exp-log |
| 32× | add-cbrt-cube |
| 31× | frac-times |
| 30× | associate-/r/ |
| 28× | frac-add |
| 19× | associate-*l/ |
| 16× | associate-*r/ |
| 15× | div-inv |
| 12× | cbrt-unprod |
| 12× | prod-exp |
| 11× | pow1 |
| 7× | div-exp |
| 7× | cbrt-undiv |
| 4× | add-log-exp |
| 4× | pow-prod-down |
| 3× | associate-/l* |
| 3× | sqrt-unprod |
| 3× | associate-/r* |
| 3× | sqrt-undiv |
| 2× | associate-/l/ |
| 2× | distribute-lft-out |
| 2× | *-commutative |
| 1× | pow1/2 |
| 1× | frac-2neg |
| 1× | clear-num |
| 1× | rem-sqrt-square |
| 31.0ms | (* (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))) (* (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) (/ (sqrt (/ 1 (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))))) |
| 12.0ms | (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))) |
| 11.0ms | (* (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) (/ (sqrt (/ 1 (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha))))) |
| 4.0ms | (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) |
| 255.0ms | (* (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))) (* (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) (/ (sqrt (/ 1 (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))))) |
| 106.0ms | (* (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) (/ (sqrt (/ 1 (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha))))) |
| 51.0ms | (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))) |
| 49.0ms | (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) |
| 924.0ms | (/ (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (- (* 2 2) (* (+ beta alpha) (+ beta alpha))))) (sqrt (sqrt (+ 2 (+ beta alpha))))) |
| 686.0ms | (+ (pow (* alpha beta) 3) (pow (+ beta (+ 1.0 alpha)) 3)) |
| 606.0ms | (* (sqrt (- (+ 1.0 alpha) (+ beta (* alpha beta)))) (sqrt (+ 2 (+ beta alpha)))) |
| 575.0ms | (* (/ (* (* (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha)))) (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))))) (sqrt (/ (+ (* alpha beta) (+ beta (+ 1.0 alpha))) (+ 2 (+ beta alpha))))) (* (* (sqrt (+ 2 (+ beta alpha))) (sqrt (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha))))) (* (* (* (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta))))) (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta))))) (/ (* (* (sqrt (/ 1 (+ 2 (+ beta alpha)))) (sqrt (/ 1 (+ 2 (+ beta alpha))))) (sqrt (/ 1 (+ 2 (+ beta alpha))))) (* (* (sqrt (+ 2 (+ beta alpha))) (sqrt (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha))))))) |
| 543.0ms | (sqrt (* (+ (* 1.0 1.0) (- (* alpha alpha) (* 1.0 alpha))) (+ (* beta beta) (- (* (* alpha beta) (* alpha beta)) (* beta (* alpha beta)))))) |
8 alts after pruning (6 fresh and 2 done)
Merged error: 1.4b
Found 4 expressions with local error:
| 3.9b | (cbrt (+ (* alpha beta) (+ beta (+ 1.0 alpha)))) |
| 3.9b | (cbrt (+ (* alpha beta) (+ beta (+ 1.0 alpha)))) |
| 3.9b | (cbrt (+ (* alpha beta) (+ beta (+ 1.0 alpha)))) |
| 3.6b | (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) |
| 10× | *-un-lft-identity |
| 9× | add-sqr-sqrt |
| 9× | cbrt-prod |
| 8× | flip-+ |
| 8× | add-cube-cbrt |
| 8× | flip3-+ |
| 6× | sqrt-div |
| 6× | cbrt-div |
| 4× | add-log-exp |
| 4× | sqrt-prod |
| 4× | add-exp-log |
| 4× | frac-add |
| 4× | add-cbrt-cube |
| 4× | pow1 |
| 3× | pow1/3 |
| 1× | distribute-lft-out |
| 1× | pow1/2 |
| 1× | rem-sqrt-square |
| 7.0ms | (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) |
| 4.0ms | (cbrt (+ (* alpha beta) (+ beta (+ 1.0 alpha)))) |
| 4.0ms | (cbrt (+ (* alpha beta) (+ beta (+ 1.0 alpha)))) |
| 4.0ms | (cbrt (+ (* alpha beta) (+ beta (+ 1.0 alpha)))) |
| 62.0ms | (cbrt (+ (* alpha beta) (+ beta (+ 1.0 alpha)))) |
| 58.0ms | (cbrt (+ (* alpha beta) (+ beta (+ 1.0 alpha)))) |
| 47.0ms | (cbrt (+ (* alpha beta) (+ beta (+ 1.0 alpha)))) |
| 29.0ms | (sqrt (+ (+ 1.0 alpha) (+ beta (* alpha beta)))) |
| 608.0ms | (cbrt (+ (pow (* alpha beta) 3) (pow (+ beta (+ 1.0 alpha)) 3))) |
| 592.0ms | (sqrt (+ (* (+ (pow 1.0 3) (pow alpha 3)) (+ (* beta beta) (- (* (* alpha beta) (* alpha beta)) (* beta (* alpha beta))))) (* (+ (* 1.0 1.0) (- (* alpha alpha) (* 1.0 alpha))) (+ (pow beta 3) (pow (* alpha beta) 3))))) |
| 517.0ms | (cbrt (+ (pow (* alpha beta) 3) (pow (+ beta (+ 1.0 alpha)) 3))) |
| 498.0ms | (cbrt (+ (pow (* alpha beta) 3) (pow (+ beta (+ 1.0 alpha)) 3))) |
| 445.0ms | (cbrt (- (* (* alpha beta) (* alpha beta)) (* (+ beta (+ 1.0 alpha)) (+ beta (+ 1.0 alpha))))) |
8 alts after pruning (5 fresh and 3 done)
Merged error: 1.4b
15.4% (2.3b remaining)
Error of 3.7b against oracle of 1.4b and baseline of 4.1b
| 1.2s | 8000× | body | 80 | valid |
| 266.0ms | 8000× | pre | 80 | true |