


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
if z < -5.595282481905591e+24 or 7.074420817155232e+69 < z Initial program 7.1
Taylor expanded around 0 7.0
rmApplied add-cube-cbrt7.2
if -5.595282481905591e+24 < z < 7.074420817155232e+69Initial program 4.7
Simplified1.7
Final simplification3.7
herbie shell --seed 2019005 +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: 21.3s)Debug log
1 calls. Slowest were:
| 149.0ms | (- (- (+ (- (* (* (* (* 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: 2.4b
Found 4 expressions with local error:
| 4.9b | (* (* (* (* x 18.0) y) z) t) |
| 4.5b | (* (* (* x 18.0) y) z) |
| 0.5b | (* (* j 27.0) k) |
| 0.2b | (* (* x 18.0) y) |
4 calls. Slowest were:
| 32.0ms | (* (* (* (* x 18.0) y) z) t) |
| 10.0ms | (* (* (* x 18.0) y) z) |
| 4.0ms | (* (* j 27.0) k) |
4 calls. Slowest were:
| 47.0ms | (* (* (* (* x 18.0) y) z) t) |
| 28.0ms | (* (* (* x 18.0) y) z) |
| 18.0ms | (* (* j 27.0) k) |
| 18.0ms | (* (* x 18.0) y) |
14 calls. Slowest were:
| 185.0ms | (* 18.0 (* t (* x (* z y)))) |
| 156.0ms | (* 18.0 (* t (* x (* z y)))) |
| 44.0ms | (* 18.0 (* x (* z y))) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 0.7b
Found 4 expressions with local error:
| 4.9b | (* (* (* (* x 18.0) y) z) t) |
| 4.5b | (* (* (* x 18.0) y) z) |
| 0.2b | (* 27.0 (* j k)) |
| 0.2b | (* (* x 18.0) y) |
4 calls. Slowest were:
| 14.0ms | (* (* (* (* x 18.0) y) z) t) |
| 6.0ms | (* (* (* x 18.0) y) z) |
| 2.0ms | (* (* x 18.0) y) |
4 calls. Slowest were:
| 35.0ms | (* (* (* (* x 18.0) y) z) t) |
| 25.0ms | (* (* (* x 18.0) y) z) |
| 11.0ms | (* (* x 18.0) y) |
| 11.0ms | (* 27.0 (* j k)) |
14 calls. Slowest were:
| 137.0ms | (* 18.0 (* t (* x (* z y)))) |
| 136.0ms | (* 18.0 (* t (* x (* z y)))) |
| 42.0ms | (* 18.0 (* x (* z y))) |
5 alts after pruning (5 fresh and 0 done)
Merged error: 0.7b
Found 4 expressions with local error:
| 19.7b | (cbrt (* (* (* (* x 18.0) y) z) t)) |
| 19.7b | (cbrt (* (* (* (* x 18.0) y) z) t)) |
| 19.7b | (cbrt (* (* (* (* x 18.0) y) z) t)) |
| 4.9b | (* (* (* (* x 18.0) y) z) t) |
4 calls. Slowest were:
| 21.0ms | (* (* (* (* x 18.0) y) z) t) |
| 17.0ms | (cbrt (* (* (* (* x 18.0) y) z) t)) |
| 16.0ms | (cbrt (* (* (* (* x 18.0) y) z) t)) |
4 calls. Slowest were:
| 151.0ms | (cbrt (* (* (* (* x 18.0) y) z) t)) |
| 133.0ms | (cbrt (* (* (* (* x 18.0) y) z) t)) |
| 131.0ms | (cbrt (* (* (* (* x 18.0) y) z) t)) |
| 36.0ms | (* (* (* (* x 18.0) y) z) t) |
16 calls. Slowest were:
| 433.0ms | (* (cbrt 18.0) (exp (* -1/3 (+ (log (/ 1 z)) (+ (log (/ 1 x)) (+ (log (/ 1 t)) (log (/ 1 y)))))))) |
| 388.0ms | (* (cbrt 18.0) (exp (* -1/3 (+ (log (/ 1 z)) (+ (log (/ 1 x)) (+ (log (/ 1 t)) (log (/ 1 y)))))))) |
| 385.0ms | (* (cbrt 18.0) (exp (* -1/3 (+ (log (/ 1 z)) (+ (log (/ 1 x)) (+ (log (/ 1 t)) (log (/ 1 y)))))))) |
5 alts after pruning (4 fresh and 1 done)
Merged error: 0.7b
Found 4 expressions with local error:
| 9.2b | (cbrt (* 27.0 (* j k))) |
| 9.2b | (cbrt (* 27.0 (* j k))) |
| 9.2b | (cbrt (* 27.0 (* j k))) |
| 4.9b | (* (* (* (* x 18.0) y) z) t) |
4 calls. Slowest were:
| 23.0ms | (* (* (* (* x 18.0) y) z) t) |
| 1.0ms | (cbrt (* 27.0 (* j k))) |
| 1.0ms | (cbrt (* 27.0 (* j k))) |
4 calls. Slowest were:
| 137.0ms | (cbrt (* 27.0 (* j k))) |
| 130.0ms | (cbrt (* 27.0 (* j k))) |
| 122.0ms | (cbrt (* 27.0 (* j k))) |
| 36.0ms | (* (* (* (* x 18.0) y) z) t) |
16 calls. Slowest were:
| 241.0ms | (* 18.0 (* t (* x (* z y)))) |
| 213.0ms | (* 18.0 (* t (* x (* z y)))) |
| 168.0ms | (* (cbrt 27.0) (exp (* -1/3 (+ (log (/ -1 j)) (log (/ -1 k)))))) |
5 alts after pruning (3 fresh and 2 done)
Merged error: 0.7b
42.8% (2.5b remaining)
Error of 3.7b against oracle of 1.2b and baseline of 5.6b