


Bits error versus x



Bits error versus y



Bits error versus z



Bits error versus t



Bits error versus a



Bits error versus b



Bits error versus c



Bits error versus i



Bits error versus j



Bits error versus k
Results
if z < -1.3357439743981973e+33 or 2968448.138240671 < z Initial program 7.1
rmApplied associate-*l*7.1
Taylor expanded around -inf 7.0
rmApplied add-cube-cbrt7.2
if -1.3357439743981973e+33 < z < 2968448.138240671Initial program 4.1
rmApplied associate-*l*4.2
Taylor expanded around -inf 4.2
Taylor expanded around inf 1.2
Final simplification3.7
herbie shell --seed 2019010 +o rules:numerics
(FPCore (x y z t a b c i j k)
:name "Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1"
(- (- (+ (- (* (* (* (* x 18.0) y) z) t) (* (* a 4.0) t)) (* b c)) (* (* x 4.0) i)) (* (* j 27.0) k)))
Time bar (total: 19.9s)Debug log
| 156.0ms | (- (- (+ (- (* (* (* (* x 18.0) y) z) t) (* (* a 4.0) t)) (* b c)) (* (* x 4.0) i)) (* (* j 27.0) k)) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 1.5b
Found 4 expressions with local error:
| 6.1b | (* (* (* x 18.0) y) z) |
| 2.8b | (* (* (* (* x 18.0) y) z) t) |
| 0.2b | (* (* x 18.0) y) |
| 0.2b | (* (* x 4.0) i) |
| 4× | add-log-exp |
| 4× | log1p-expm1-u |
| 4× | add-cube-cbrt |
| 4× | *-commutative |
| 4× | add-exp-log |
| 4× | associate-*l* |
| 4× | add-cbrt-cube |
| 4× | *-un-lft-identity |
| 4× | pow1 |
| 4× | expm1-log1p-u |
| 4× | add-sqr-sqrt |
| 28.0ms | (* (* (* (* x 18.0) y) z) t) |
| 12.0ms | (* (* (* x 18.0) y) z) |
| 4.0ms | (* (* x 4.0) i) |
| 4.0ms | (* (* x 18.0) y) |
| 36.0ms | (* (* (* (* x 18.0) y) z) t) |
| 31.0ms | (* (* (* x 18.0) y) z) |
| 19.0ms | (* (* x 4.0) i) |
| 14.0ms | (* (* x 18.0) y) |
| 276.0ms | (* 18.0 (* t (* x (* z y)))) |
| 230.0ms | (* 18.0 (* t (* x (* z y)))) |
| 26.0ms | (* 18.0 (* x (* z y))) |
| 24.0ms | (* 18.0 (* x (* z y))) |
| 14.0ms | (* 18.0 (* x y)) |
5 alts after pruning (5 fresh and 0 done)
Merged error: 0.3b
Found 4 expressions with local error:
| 6.1b | (* (* x (* 18.0 y)) z) |
| 2.8b | (* (* (* x (* 18.0 y)) z) t) |
| 0.2b | (* (* x 4.0) i) |
| 0.2b | (* (* j 27.0) k) |
| 4× | add-log-exp |
| 4× | log1p-expm1-u |
| 4× | add-cube-cbrt |
| 4× | *-commutative |
| 4× | add-exp-log |
| 4× | associate-*l* |
| 4× | add-cbrt-cube |
| 4× | *-un-lft-identity |
| 4× | pow1 |
| 4× | expm1-log1p-u |
| 4× | add-sqr-sqrt |
| 7.0ms | (* (* (* x (* 18.0 y)) z) t) |
| 6.0ms | (* (* x (* 18.0 y)) z) |
| 5.0ms | (* (* x 4.0) i) |
| 2.0ms | (* (* j 27.0) k) |
| 41.0ms | (* (* (* x (* 18.0 y)) z) t) |
| 19.0ms | (* (* x (* 18.0 y)) z) |
| 13.0ms | (* (* j 27.0) k) |
| 11.0ms | (* (* x 4.0) i) |
| 244.0ms | (* 18.0 (* t (* x (* z y)))) |
| 211.0ms | (* 18.0 (* t (* x (* z y)))) |
| 41.0ms | (* 18.0 (* x (* z y))) |
| 30.0ms | (* 18.0 (* x (* z y))) |
| 14.0ms | (* 4.0 (* i x)) |
8 alts after pruning (8 fresh and 0 done)
Merged error: 0.3b
Found 4 expressions with local error:
| 6.1b | (* (* x (* 18.0 y)) z) |
| 2.8b | (* (* (* x (* 18.0 y)) z) t) |
| 0.2b | (* (* x 4.0) i) |
| 0.2b | (* 27.0 (* j k)) |
| 4× | add-log-exp |
| 4× | log1p-expm1-u |
| 4× | add-cube-cbrt |
| 4× | *-commutative |
| 4× | add-exp-log |
| 4× | add-cbrt-cube |
| 4× | *-un-lft-identity |
| 4× | pow1 |
| 4× | expm1-log1p-u |
| 4× | add-sqr-sqrt |
| 3× | associate-*l* |
| 1× | associate-*r* |
| 7.0ms | (* (* (* x (* 18.0 y)) z) t) |
| 3.0ms | (* (* x (* 18.0 y)) z) |
| 2.0ms | (* (* x 4.0) i) |
| 1.0ms | (* 27.0 (* j k)) |
| 56.0ms | (* (* (* x (* 18.0 y)) z) t) |
| 20.0ms | (* 27.0 (* j k)) |
| 20.0ms | (* (* x (* 18.0 y)) z) |
| 19.0ms | (* (* x 4.0) i) |
| 244.0ms | (* 18.0 (* t (* x (* z y)))) |
| 189.0ms | (* 18.0 (* t (* x (* z y)))) |
| 51.0ms | (* 18.0 (* x (* z y))) |
| 49.0ms | (* 18.0 (* x (* z y))) |
| 13.0ms | (* 4.0 (* i x)) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 0.3b
Found 4 expressions with local error:
| 15.7b | (cbrt (* (* x (* 18.0 y)) z)) |
| 15.7b | (cbrt (* (* x (* 18.0 y)) z)) |
| 15.7b | (cbrt (* (* x (* 18.0 y)) z)) |
| 6.1b | (* (* x (* 18.0 y)) z) |
| 4× | add-log-exp |
| 4× | log1p-expm1-u |
| 4× | add-cube-cbrt |
| 4× | add-exp-log |
| 4× | add-cbrt-cube |
| 4× | *-un-lft-identity |
| 4× | pow1 |
| 4× | expm1-log1p-u |
| 4× | add-sqr-sqrt |
| 3× | pow1/3 |
| 3× | cbrt-prod |
| 1× | *-commutative |
| 1× | associate-*l* |
| 3.0ms | (* (* x (* 18.0 y)) z) |
| 2.0ms | (cbrt (* (* x (* 18.0 y)) z)) |
| 2.0ms | (cbrt (* (* x (* 18.0 y)) z)) |
| 2.0ms | (cbrt (* (* x (* 18.0 y)) z)) |
| 165.0ms | (cbrt (* (* x (* 18.0 y)) z)) |
| 114.0ms | (cbrt (* (* x (* 18.0 y)) z)) |
| 100.0ms | (cbrt (* (* x (* 18.0 y)) z)) |
| 18.0ms | (* (* x (* 18.0 y)) z) |
| 225.0ms | (* (cbrt -18.0) (exp (* -1/3 (+ (log (/ -1 x)) (+ (log (/ -1 z)) (log (/ -1 y))))))) |
| 199.0ms | (* (cbrt -18.0) (exp (* -1/3 (+ (log (/ -1 x)) (+ (log (/ -1 z)) (log (/ -1 y))))))) |
| 179.0ms | (* (cbrt -18.0) (exp (* -1/3 (+ (log (/ -1 x)) (+ (log (/ -1 z)) (log (/ -1 y))))))) |
| 172.0ms | (* (cbrt 18.0) (exp (* -1/3 (+ (log (/ 1 z)) (+ (log (/ 1 x)) (log (/ 1 y))))))) |
| 163.0ms | (* (cbrt 18.0) (exp (* -1/3 (+ (log (/ 1 z)) (+ (log (/ 1 x)) (log (/ 1 y))))))) |
7 alts after pruning (6 fresh and 1 done)
Merged error: 0.3b
41.8% (2.5b remaining)
Error of 3.7b against oracle of 1.2b and baseline of 5.4b