


Bits error versus alpha



Bits error versus beta



Bits error versus i
Results
if alpha < 1.0798158488002986e+46Initial program 11.6
rmApplied *-un-lft-identity11.6
Applied *-un-lft-identity11.6
Applied times-frac1.4
Applied times-frac1.4
Simplified1.4
rmApplied flip3-+1.4
rmApplied add-cube-cbrt1.4
if 1.0798158488002986e+46 < alpha Initial program 53.8
Taylor expanded around -inf 41.9
Simplified41.9
Final simplification13.1
herbie shell --seed 2019021
(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: 1.8m)Debug log
| 38.0ms | 204× | body | 80 | valid |
| 24.0ms | 23× | body | 640 | valid |
| 12.0ms | 256× | pre | 80 | true |
| 12.0ms | 12× | body | 1280 | valid |
| 6.0ms | 11× | body | 320 | valid |
| 2.0ms | 6× | body | 160 | valid |
| 493.0ms | (/ (+ (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) 1.0) 2.0) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 25.5b
Found 3 expressions with local error:
| 21.3b | (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) |
| 2.1b | (+ (/ (/ (* (+ 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)) |
| 42× | times-frac |
| 23× | add-cube-cbrt |
| 23× | *-un-lft-identity |
| 23× | add-sqr-sqrt |
| 17× | add-exp-log |
| 17× | add-cbrt-cube |
| 12× | associate-/r/ |
| 10× | associate-/l* |
| 10× | flip-+ |
| 10× | flip3-+ |
| 9× | associate-/l/ |
| 7× | div-exp |
| 7× | cbrt-undiv |
| 6× | div-inv |
| 6× | associate-/r* |
| 4× | frac-times |
| 3× | add-log-exp |
| 3× | flip-- |
| 3× | flip3-- |
| 3× | pow1 |
| 2× | cbrt-unprod |
| 2× | associate-*r/ |
| 2× | prod-exp |
| 2× | associate-*l/ |
| 2× | frac-2neg |
| 2× | clear-num |
| 1× | +-commutative |
| 86.0ms | (+ (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) 1.0) |
| 43.0ms | (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 10.0ms | (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) |
| 253.0ms | (+ (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) 1.0) |
| 194.0ms | (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 56.0ms | (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) |
| 594.0ms | (/ (/ (* (* (* (+ 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))) |
| 538.0ms | (/ (/ (* (+ alpha beta) (- beta alpha)) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 490.0ms | (/ (/ 1 (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 486.0ms | (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 411.0ms | (/ (/ (* (+ alpha beta) (- beta alpha)) (- (* (+ alpha beta) (+ alpha beta)) (* (* 2 i) (* 2 i)))) 1) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 5.1b
Found 4 expressions with local error:
| 3.8b | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 1.9b | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 0.1b | (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 0.0b | (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) |
| 162× | times-frac |
| 94× | add-cube-cbrt |
| 94× | *-un-lft-identity |
| 94× | add-sqr-sqrt |
| 51× | associate-*r* |
| 20× | associate-/r/ |
| 20× | add-exp-log |
| 20× | add-cbrt-cube |
| 18× | associate-/l* |
| 13× | flip-+ |
| 13× | flip3-+ |
| 10× | div-inv |
| 7× | div-exp |
| 7× | cbrt-undiv |
| 6× | associate-/r* |
| 6× | pow1 |
| 4× | add-log-exp |
| 3× | associate-/l/ |
| 3× | cbrt-unprod |
| 3× | prod-exp |
| 3× | associate-*l* |
| 3× | div-sub |
| 2× | associate-*l/ |
| 2× | frac-2neg |
| 2× | clear-num |
| 2× | frac-times |
| 1× | flip-- |
| 1× | *-commutative |
| 1× | associate-*r/ |
| 1× | pow-prod-down |
| 1× | flip3-- |
| 1× | +-commutative |
| 40.0ms | (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 25.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 13.0ms | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 5.0ms | (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) |
| 204.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 147.0ms | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 111.0ms | (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 45.0ms | (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) |
| 832.0ms | (sqrt (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 576.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 558.0ms | (* (- (* beta beta) (* alpha alpha)) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 537.0ms | (/ (/ beta (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
| 513.0ms | (/ (/ 1 (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 5.1b
Found 4 expressions with local error:
| 3.8b | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 3.8b | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 3.8b | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 1.9b | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 72× | times-frac |
| 51× | associate-*r* |
| 42× | add-cube-cbrt |
| 42× | *-un-lft-identity |
| 42× | add-sqr-sqrt |
| 13× | add-exp-log |
| 13× | add-cbrt-cube |
| 9× | flip-+ |
| 9× | flip3-+ |
| 8× | associate-/r/ |
| 6× | pow1 |
| 4× | add-log-exp |
| 4× | div-inv |
| 3× | cbrt-unprod |
| 3× | prod-exp |
| 3× | associate-*l* |
| 3× | div-exp |
| 3× | +-commutative |
| 3× | cbrt-undiv |
| 2× | associate-*l/ |
| 2× | frac-times |
| 1× | *-commutative |
| 1× | associate-*r/ |
| 1× | pow-prod-down |
| 25.0ms | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 22.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 17.0ms | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 13.0ms | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 443.0ms | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 190.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 168.0ms | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 153.0ms | (+ (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0) |
| 591.0ms | (* (- (* beta beta) (* alpha alpha)) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 545.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 503.0ms | (* (+ (pow beta 3) (pow alpha 3)) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 485.0ms | (cbrt (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 482.0ms | (+ (log (+ beta alpha)) (log (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0)))) |
10 alts after pruning (9 fresh and 1 done)
Merged error: 5.1b
Found 4 expressions with local error:
| 4.3b | (- (* 1.0 1.0) (* (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0)) |
| 3.7b | (+ (pow (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 3) (pow 1.0 3)) |
| 1.9b | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 1.9b | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 144× | times-frac |
| 102× | associate-*r* |
| 82× | *-un-lft-identity |
| 80× | add-cube-cbrt |
| 80× | add-sqr-sqrt |
| 22× | add-exp-log |
| 22× | add-cbrt-cube |
| 16× | associate-/r/ |
| 13× | flip-+ |
| 13× | flip3-+ |
| 8× | add-log-exp |
| 8× | div-inv |
| 8× | pow1 |
| 6× | cbrt-unprod |
| 6× | prod-exp |
| 6× | associate-*l* |
| 6× | div-exp |
| 6× | cbrt-undiv |
| 4× | associate-*l/ |
| 4× | frac-times |
| 2× | *-commutative |
| 2× | associate-*r/ |
| 2× | pow-prod-down |
| 1× | distribute-lft-out |
| 1× | flip-- |
| 1× | sum-cubes |
| 1× | diff-log |
| 1× | distribute-rgt-out-- |
| 1× | flip3-- |
| 1× | sub-neg |
| 1× | sum-log |
| 1× | +-commutative |
| 42.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 26.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 5.0ms | (+ (pow (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 3) (pow 1.0 3)) |
| 2.0ms | (- (* 1.0 1.0) (* (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0)) |
| 7.4s | (+ (pow (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 3) (pow 1.0 3)) |
| 266.0ms | (- (* 1.0 1.0) (* (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) 1.0)) |
| 220.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 204.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 735.0ms | (- (+ (* 2.0 (/ 1 beta)) (* 8.0 (/ 1 (pow beta 3)))) (* 4.0 (/ 1 (pow beta 2)))) |
| 592.0ms | (* (- (* beta beta) (* alpha alpha)) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 584.0ms | (* (- (* beta beta) (* alpha alpha)) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 546.0ms | (* (+ beta alpha) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
| 516.0ms | (* (+ (pow beta 3) (pow alpha 3)) (/ (/ (- beta alpha) (+ (+ alpha beta) (* 2 i))) (+ (+ (+ alpha beta) (* 2 i)) 2.0))) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 5.1b
-9.1% (7.0b remaining)
Error of 13.1b against oracle of 6.1b and baseline of 12.5b
| 1.1s | 6330× | body | 80 | valid |
| 689.0ms | 8000× | pre | 80 | true |
| 534.0ms | 534× | body | 1280 | valid |
| 445.0ms | 531× | body | 640 | valid |
| 230.0ms | 373× | body | 320 | valid |
| 71.0ms | 232× | body | 160 | valid |