


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 x < -3.3723825016084254e-11Initial program 12.5
Simplified6.9
if -3.3723825016084254e-11 < x Initial program 4.0
rmApplied add-cube-cbrt4.1
Final simplification4.6
herbie shell --seed 2019005
(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: 19.0s)Debug log
1 calls. Slowest were:
| 133.0ms | (- (- (+ (- (* (* (* (* 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:
| 27.0ms | (* (* (* (* x 18.0) y) z) t) |
| 6.0ms | (* (* (* x 18.0) y) z) |
| 2.0ms | (* (* x 18.0) y) |
4 calls. Slowest were:
| 45.0ms | (* (* (* (* x 18.0) y) z) t) |
| 32.0ms | (* (* (* x 18.0) y) z) |
| 19.0ms | (* (* j 27.0) k) |
| 12.0ms | (* (* x 18.0) y) |
14 calls. Slowest were:
| 188.0ms | (* 18.0 (* t (* x (* z y)))) |
| 184.0ms | (* 18.0 (* t (* x (* z y)))) |
| 34.0ms | (* 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 | (* j (* 27.0 k)) |
| 0.2b | (* (* x 18.0) y) |
4 calls. Slowest were:
| 26.0ms | (* (* (* (* x 18.0) y) z) t) |
| 12.0ms | (* (* (* x 18.0) y) z) |
| 5.0ms | (* (* x 18.0) y) |
4 calls. Slowest were:
| 38.0ms | (* (* (* (* x 18.0) y) z) t) |
| 24.0ms | (* (* (* x 18.0) y) z) |
| 19.0ms | (* j (* 27.0 k)) |
| 11.0ms | (* (* x 18.0) y) |
14 calls. Slowest were:
| 208.0ms | (* 18.0 (* t (* x (* z y)))) |
| 207.0ms | (* 18.0 (* t (* x (* z y)))) |
| 23.0ms | (* 18.0 (* x (* z y))) |
5 alts after pruning (5 fresh and 0 done)
Merged error: 0.7b
Found 4 expressions with local error:
| 9.2b | (cbrt (* j (* 27.0 k))) |
| 9.2b | (cbrt (* j (* 27.0 k))) |
| 9.2b | (cbrt (* j (* 27.0 k))) |
| 4.9b | (* (* (* (* x 18.0) y) z) t) |
4 calls. Slowest were:
| 26.0ms | (* (* (* (* x 18.0) y) z) t) |
| 1.0ms | (cbrt (* j (* 27.0 k))) |
| 1.0ms | (cbrt (* j (* 27.0 k))) |
4 calls. Slowest were:
| 135.0ms | (cbrt (* j (* 27.0 k))) |
| 110.0ms | (cbrt (* j (* 27.0 k))) |
| 108.0ms | (cbrt (* j (* 27.0 k))) |
| 50.0ms | (* (* (* (* x 18.0) y) z) t) |
16 calls. Slowest were:
| 241.0ms | (* 18.0 (* t (* x (* z y)))) |
| 201.0ms | (* 18.0 (* t (* x (* z y)))) |
| 163.0ms | (* (cbrt 27.0) (exp (* -1/3 (+ (log (/ 1 k)) (log (/ 1 j)))))) |
6 alts after pruning (5 fresh and 1 done)
Merged error: 0.7b
Found 4 expressions with local error:
| 9.2b | (cbrt (* j (* 27.0 k))) |
| 9.2b | (cbrt (* j (* 27.0 k))) |
| 4.9b | (* (* (* (* x 18.0) y) z) t) |
| 4.5b | (* (* (* x 18.0) y) z) |
4 calls. Slowest were:
| 14.0ms | (* (* (* (* x 18.0) y) z) t) |
| 6.0ms | (* (* (* x 18.0) y) z) |
| 1.0ms | (cbrt (* j (* 27.0 k))) |
4 calls. Slowest were:
| 137.0ms | (cbrt (* j (* 27.0 k))) |
| 135.0ms | (cbrt (* j (* 27.0 k))) |
| 34.0ms | (* (* (* (* x 18.0) y) z) t) |
| 30.0ms | (* (* (* x 18.0) y) z) |
16 calls. Slowest were:
| 205.0ms | (* 18.0 (* t (* x (* z y)))) |
| 134.0ms | (* 18.0 (* t (* x (* z y)))) |
| 126.0ms | (* (cbrt 27.0) (exp (* -1/3 (+ (log (/ 1 k)) (log (/ 1 j)))))) |
6 alts after pruning (4 fresh and 2 done)
Merged error: 0.7b
25.7% (3.4b remaining)
Error of 4.6b against oracle of 1.2b and baseline of 5.8b