


Bits error versus alpha



Bits error versus beta
Results
if alpha < 3.0718281463403067e+159Initial program 1.2
rmApplied *-un-lft-identity1.2
Applied *-un-lft-identity1.2
Applied times-frac1.2
Applied associate-/l*1.3
Simplified1.3
if 3.0718281463403067e+159 < alpha Initial program 15.4
rmApplied *-un-lft-identity15.4
Applied *-un-lft-identity15.4
Applied times-frac15.4
Applied associate-/l*15.4
Simplified15.4
Taylor expanded around inf 0.1
Final simplification1.1
herbie shell --seed 2019022
(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: 3.0m)Debug log
| 58.0ms | 256× | body | 80 | valid |
| 10.0ms | 256× | pre | 80 | true |
| 583.0ms | (/ (/ (/ (+ (+ (+ 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: 3.5b
Found 4 expressions with local error:
| 3.4b | (/ (+ (+ (+ 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)) |
| 52.0ms | (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) |
| 51.0ms | (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) |
| 6.0ms | (+ (+ alpha beta) (* beta alpha)) |
| 102.0ms | (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) |
| 83.0ms | (/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 53.0ms | (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) |
| 16.0ms | (+ (+ alpha beta) (* beta alpha)) |
| 939.0ms | (/ (/ (/ 1 (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 753.0ms | (/ (/ (/ (sqrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0)) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 741.0ms | (/ (/ (/ (cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0)) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 647.0ms | (/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (- (* (+ alpha beta) (+ alpha beta)) (* (* 2 1) (* 2 1)))) (* (cbrt (+ (+ alpha beta) (* 2 1))) (cbrt (+ (+ alpha beta) (* 2 1))))) (* (cbrt (+ (+ (+ alpha beta) (* 2 1)) 1.0)) (cbrt (+ (+ (+ alpha beta) (* 2 1)) 1.0)))) |
| 643.0ms | (/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 2.1b
Found 4 expressions with local error:
| 3.4b | (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) |
| 0.1b | (/ (/ 1 (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 0.1b | (/ 1 (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))))) |
| 0.0b | (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1)))) |
| 177× | times-frac |
| 103× | add-cube-cbrt |
| 103× | *-un-lft-identity |
| 103× | add-sqr-sqrt |
| 71× | associate-/r* |
| 28× | add-exp-log |
| 25× | associate-/r/ |
| 16× | div-inv |
| 14× | div-exp |
| 13× | add-cbrt-cube |
| 11× | associate-/l* |
| 11× | flip-+ |
| 11× | flip3-+ |
| 6× | rec-exp |
| 5× | associate-/l/ |
| 5× | cbrt-undiv |
| 5× | pow1 |
| 4× | add-log-exp |
| 4× | frac-2neg |
| 4× | clear-num |
| 1× | inv-pow |
| 1× | pow-flip |
| 57.0ms | (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) |
| 34.0ms | (/ (/ 1 (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 24.0ms | (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1)))) |
| 17.0ms | (/ 1 (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))))) |
| 100.0ms | (/ 1 (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))))) |
| 95.0ms | (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1)))) |
| 82.0ms | (/ (/ 1 (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 52.0ms | (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) |
| 762.0ms | (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 727.0ms | (+ (pow (+ (+ alpha beta) (* beta alpha)) 3) (pow 1.0 3)) |
| 657.0ms | (- (* (+ (+ alpha beta) (* beta alpha)) (+ (+ alpha beta) (* beta alpha))) (* 1.0 1.0)) |
| 470.0ms | (/ (/ 1 (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
| 435.0ms | (/ (/ 1 (/ (+ (+ alpha beta) (* 2 1)) (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2 1))))) (+ (+ (+ alpha beta) (* 2 1)) 1.0)) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 3.4b | (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ (+ 2 beta) alpha)) |
| 3.4b | (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ 2 (+ beta alpha))) |
| 2.8b | (/ (sqrt (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ 2 (+ beta alpha)))) (* (sqrt (+ 2 (+ beta alpha))) (+ (+ beta alpha) (+ 1.0 2)))) |
| 0.5b | (* (sqrt (+ 2 (+ beta alpha))) (+ (+ beta alpha) (+ 1.0 2))) |
| 54× | times-frac |
| 50× | flip-+ |
| 50× | flip3-+ |
| 41× | *-un-lft-identity |
| 39× | add-cube-cbrt |
| 39× | add-sqr-sqrt |
| 33× | sqrt-prod |
| 29× | sqrt-div |
| 28× | associate-/r/ |
| 24× | associate-/l* |
| 24× | frac-add |
| 24× | frac-times |
| 15× | add-exp-log |
| 15× | add-cbrt-cube |
| 12× | associate-*r/ |
| 7× | associate-/r* |
| 6× | associate-*l* |
| 6× | pow1 |
| 5× | associate-/l/ |
| 5× | div-inv |
| 4× | add-log-exp |
| 4× | associate-*l/ |
| 4× | associate-*r* |
| 4× | div-exp |
| 4× | cbrt-undiv |
| 3× | frac-2neg |
| 3× | clear-num |
| 2× | cbrt-unprod |
| 2× | prod-exp |
| 1× | distribute-lft-out |
| 1× | *-commutative |
| 1× | pow-prod-down |
| 1× | distribute-lft-in |
| 1× | distribute-rgt-in |
| 37.0ms | (/ (sqrt (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ 2 (+ beta alpha)))) (* (sqrt (+ 2 (+ beta alpha))) (+ (+ beta alpha) (+ 1.0 2)))) |
| 36.0ms | (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ (+ 2 beta) alpha)) |
| 28.0ms | (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ 2 (+ beta alpha))) |
| 8.0ms | (* (sqrt (+ 2 (+ beta alpha))) (+ (+ beta alpha) (+ 1.0 2))) |
| 66.0ms | (/ (sqrt (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ 2 (+ beta alpha)))) (* (sqrt (+ 2 (+ beta alpha))) (+ (+ beta alpha) (+ 1.0 2)))) |
| 58.0ms | (* (sqrt (+ 2 (+ beta alpha))) (+ (+ beta alpha) (+ 1.0 2))) |
| 56.0ms | (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ (+ 2 beta) alpha)) |
| 53.0ms | (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ 2 (+ beta alpha))) |
| 770.0ms | (+ (pow (+ (+ beta 1.0) (* alpha beta)) 3) (pow alpha 3)) |
| 704.0ms | (- (* (+ (+ beta 1.0) (* alpha beta)) (+ (+ beta 1.0) (* alpha beta))) (* alpha alpha)) |
| 659.0ms | (+ (pow (+ (+ beta 1.0) (* alpha beta)) 3) (pow alpha 3)) |
| 617.0ms | (- (* (+ (+ beta 1.0) (* alpha beta)) (+ (+ beta 1.0) (* alpha beta))) (* alpha alpha)) |
| 540.0ms | (/ (* (* (sqrt (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ 2 (+ beta alpha)))) (sqrt (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ 2 (+ beta alpha))))) (sqrt (/ (+ (+ (+ beta 1.0) (* alpha beta)) alpha) (+ 2 (+ beta alpha))))) (* (* (* (sqrt (+ 2 (+ beta alpha))) (sqrt (+ 2 (+ beta alpha)))) (sqrt (+ 2 (+ beta alpha)))) (* (* (+ (+ beta alpha) (+ 1.0 2)) (+ (+ beta alpha) (+ 1.0 2))) (+ (+ beta alpha) (+ 1.0 2))))) |
7 alts after pruning (5 fresh and 2 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 3.4b | (/ (+ (+ beta 1.0) (+ alpha (* alpha beta))) (+ (+ 2 beta) alpha)) |
| 3.4b | (/ (+ (+ beta 1.0) (+ alpha (* alpha beta))) (+ (+ 2 beta) alpha)) |
| 0.7b | (* (sqrt (+ (+ 2 beta) alpha)) (sqrt (+ (+ beta 1.0) (+ alpha 2)))) |
| 0.7b | (* (sqrt (+ (+ 2 beta) alpha)) (sqrt (+ (+ beta 1.0) (+ alpha 2)))) |
| 64× | sqrt-div |
| 56× | flip-+ |
| 56× | flip3-+ |
| 50× | *-un-lft-identity |
| 32× | frac-add |
| 30× | add-cube-cbrt |
| 30× | add-sqr-sqrt |
| 24× | times-frac |
| 24× | frac-times |
| 14× | sqrt-prod |
| 14× | associate-*r* |
| 12× | associate-/l/ |
| 12× | add-exp-log |
| 12× | associate-*r/ |
| 12× | associate-*l* |
| 12× | add-cbrt-cube |
| 10× | distribute-lft-out |
| 8× | associate-/l* |
| 8× | pow1 |
| 6× | associate-/r* |
| 4× | add-log-exp |
| 4× | associate-/r/ |
| 4× | associate-*l/ |
| 4× | pow-prod-down |
| 4× | pow1/2 |
| 2× | div-inv |
| 2× | cbrt-unprod |
| 2× | *-commutative |
| 2× | prod-exp |
| 2× | div-exp |
| 2× | sqrt-unprod |
| 2× | frac-2neg |
| 2× | clear-num |
| 2× | cbrt-undiv |
| 25.0ms | (* (sqrt (+ (+ 2 beta) alpha)) (sqrt (+ (+ beta 1.0) (+ alpha 2)))) |
| 22.0ms | (* (sqrt (+ (+ 2 beta) alpha)) (sqrt (+ (+ beta 1.0) (+ alpha 2)))) |
| 21.0ms | (/ (+ (+ beta 1.0) (+ alpha (* alpha beta))) (+ (+ 2 beta) alpha)) |
| 16.0ms | (/ (+ (+ beta 1.0) (+ alpha (* alpha beta))) (+ (+ 2 beta) alpha)) |
| 49.0ms | (/ (+ (+ beta 1.0) (+ alpha (* alpha beta))) (+ (+ 2 beta) alpha)) |
| 48.0ms | (* (sqrt (+ (+ 2 beta) alpha)) (sqrt (+ (+ beta 1.0) (+ alpha 2)))) |
| 46.0ms | (/ (+ (+ beta 1.0) (+ alpha (* alpha beta))) (+ (+ 2 beta) alpha)) |
| 38.0ms | (* (sqrt (+ (+ 2 beta) alpha)) (sqrt (+ (+ beta 1.0) (+ alpha 2)))) |
| 523.0ms | (- (+ (* 2.0 (/ 1 (pow beta 2))) 1) (* 1.0 (/ 1 beta))) |
| 397.0ms | (* (sqrt (- (+ 2 beta) alpha)) (sqrt (* (+ (* beta beta) (- (* 1.0 1.0) (* beta 1.0))) (+ (* alpha alpha) (- (* 2 2) (* alpha 2)))))) |
| 396.0ms | (sqrt (* (+ (* beta beta) (- (* 1.0 1.0) (* beta 1.0))) (+ (* alpha alpha) (- (* 2 2) (* alpha 2))))) |
| 388.0ms | (* (sqrt (- (+ 2 beta) alpha)) (sqrt (* (+ (* beta beta) (- (* 1.0 1.0) (* beta 1.0))) (+ (* alpha alpha) (- (* 2 2) (* alpha 2)))))) |
| 356.0ms | (* (sqrt (+ (pow (+ 2 beta) 3) (pow alpha 3))) (sqrt (- (* (+ beta 1.0) (+ beta 1.0)) (* (+ alpha 2) (+ alpha 2))))) |
7 alts after pruning (4 fresh and 3 done)
Merged error: 0.0b
70.6% (1.0b remaining)
Error of 1.1b against oracle of 0.0b and baseline of 3.5b
| 1.3s | 8000× | body | 80 | valid |
| 249.0ms | 8000× | pre | 80 | true |