Details

Time bar (total: 8.1s)

sample22.0ms

Algorithm
intervals
Results
10.0ms256×body80valid

simplify1.4s

Counts
1 → 1
Iterations

Useful iterations: 3 (21.0ms)

IterNodesCost
01821
13818
27218
314217
427517
545817
667217
780217
898517
9111817
10117817
11117917
done117917

prune8.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 14.4b

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma (+ z 6.012459259764103) z 3.350343815022304)
0.1b
(fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525)
3.3b
(/ y (fma (+ z 6.012459259764103) z 3.350343815022304))
14.1b
(fma (/ y (fma (+ z 6.012459259764103) z 3.350343815022304)) (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) x)

rewrite4.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
times-frac
add-exp-log add-cbrt-cube
pow1 expm1-log1p-u log1p-expm1-u add-log-exp
associate-/r* fma-udef associate-/l*
cbrt-undiv frac-2neg div-exp clear-num div-inv
Counts
4 → 59
Calls
4 calls:
0.0ms
(fma (+ z 6.012459259764103) z 3.350343815022304)
0.0ms
(fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525)
2.0ms
(/ y (fma (+ z 6.012459259764103) z 3.350343815022304))
0.0ms
(fma (/ y (fma (+ z 6.012459259764103) z 3.350343815022304)) (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) x)

series235.0ms

Counts
4 → 12
Calls
4 calls:
18.0ms
(fma (+ z 6.012459259764103) z 3.350343815022304)
28.0ms
(fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525)
56.0ms
(/ y (fma (+ z 6.012459259764103) z 3.350343815022304))
131.0ms
(fma (/ y (fma (+ z 6.012459259764103) z 3.350343815022304)) (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) x)

simplify1.4s

Counts
71 → 71
Iterations

Useful iterations: 3 (277.0ms)

IterNodesCost
0129985
1249962
2731854
33215849
done5001849

prune282.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize12.0ms

Local error

Found 4 expressions with local error:

0.1b
(fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525)
0.2b
(/ 1 (fma (+ z 6.012459259764103) z 3.350343815022304))
3.3b
(* y (/ 1 (fma (+ z 6.012459259764103) z 3.350343815022304)))
14.1b
(fma (* y (/ 1 (fma (+ z 6.012459259764103) z 3.350343815022304))) (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) x)

rewrite13.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
21×*-un-lft-identity
20×add-cube-cbrt times-frac
17×add-exp-log
13×associate-*r*
11×add-cbrt-cube
pow1
expm1-log1p-u div-exp prod-exp log1p-expm1-u add-log-exp
associate-*l* associate-/r* associate-/l* unswap-sqr
cbrt-undiv rec-exp 1-exp cbrt-unprod fma-udef div-inv
pow-flip frac-2neg associate-*r/ pow-prod-down clear-num un-div-inv *-commutative inv-pow
Counts
4 → 91
Calls
4 calls:
0.0ms
(fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525)
2.0ms
(/ 1 (fma (+ z 6.012459259764103) z 3.350343815022304))
8.0ms
(* y (/ 1 (fma (+ z 6.012459259764103) z 3.350343815022304)))
0.0ms
(fma (* y (/ 1 (fma (+ z 6.012459259764103) z 3.350343815022304))) (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) x)

series254.0ms

Counts
4 → 12
Calls
4 calls:
26.0ms
(fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525)
39.0ms
(/ 1 (fma (+ z 6.012459259764103) z 3.350343815022304))
58.0ms
(* y (/ 1 (fma (+ z 6.012459259764103) z 3.350343815022304)))
130.0ms
(fma (* y (/ 1 (fma (+ z 6.012459259764103) z 3.350343815022304))) (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) x)

simplify681.0ms

Counts
103 → 103
Iterations

Useful iterations: 2 (147.0ms)

IterNodesCost
01701488
13721336
212741148
done50001148

prune267.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
0.1b
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
3.5b
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
19.9b
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

rewrite69.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt
13×add-exp-log *-un-lft-identity add-cbrt-cube
11×add-cube-cbrt
pow1
associate-*r* associate-*l* add-log-exp
flip3-+ flip-+
expm1-log1p-u associate-*r/ log1p-expm1-u
fma-def times-frac prod-exp associate-/r* cbrt-unprod
cbrt-undiv div-exp pow-prod-down associate-*l/ associate-/r/ *-commutative associate-/l/ unswap-sqr
+-commutative distribute-rgt-in frac-2neg distribute-lft-in clear-num sum-log div-inv distribute-lft-out associate-/l*
Counts
4 → 90
Calls
4 calls:
17.0ms
(+ x (/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
11.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
22.0ms
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
17.0ms
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

series419.0ms

Counts
4 → 12
Calls
4 calls:
188.0ms
(+ x (/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304)))
63.0ms
(* (+ (* z 0.0692910599291889) 0.4917317610505968) z)
53.0ms
(* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525))
115.0ms
(/ (* y (+ (* (+ (* z 0.0692910599291889) 0.4917317610505968) z) 0.279195317918525)) (+ (* (+ z 6.012459259764103) z) 3.350343815022304))

simplify761.0ms

Counts
102 → 102
Iterations

Useful iterations: 2 (173.0ms)

IterNodesCost
01971929
15661589
223471413
done50001413

prune316.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (* y (/ (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) (fma (+ z 6.012459259764103) z 3.350343815022304))))
0.1b
(fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525)
0.1b
(* y (/ (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) (fma (+ z 6.012459259764103) z 3.350343815022304)))
13.9b
(/ (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) (fma (+ z 6.012459259764103) z 3.350343815022304))

rewrite14.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt
21×add-cube-cbrt *-un-lft-identity
19×times-frac
13×associate-*r*
11×add-exp-log add-cbrt-cube
pow1 add-log-exp
expm1-log1p-u log1p-expm1-u
fma-def associate-*l* associate-/r* associate-/l*
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv unswap-sqr
+-commutative frac-2neg flip3-+ associate-*r/ pow-prod-down clear-num sum-log *-commutative flip-+ fma-udef
Counts
4 → 89
Calls
4 calls:
2.0ms
(+ x (* y (/ (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) (fma (+ z 6.012459259764103) z 3.350343815022304))))
0.0ms
(fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525)
7.0ms
(* y (/ (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) (fma (+ z 6.012459259764103) z 3.350343815022304)))
2.0ms
(/ (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) (fma (+ z 6.012459259764103) z 3.350343815022304))

series347.0ms

Counts
4 → 12
Calls
4 calls:
139.0ms
(+ x (* y (/ (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) (fma (+ z 6.012459259764103) z 3.350343815022304))))
26.0ms
(fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525)
111.0ms
(* y (/ (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) (fma (+ z 6.012459259764103) z 3.350343815022304)))
71.0ms
(/ (fma (fma z 0.0692910599291889 0.4917317610505968) z 0.279195317918525) (fma (+ z 6.012459259764103) z 3.350343815022304))

simplify563.0ms

Counts
101 → 101
Iterations

Useful iterations: 2 (120.0ms)

IterNodesCost
01652029
13871938
215091740
done50011740

prune298.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes116.0ms

Accuracy

99.6% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 16.1b

bsearch106.0ms

Steps
ItersRangePoint
9
0.08347146558812443
2231369.5462890854
2180725.667450929
4
-3.644738331934945e+69
-2.403682797776518e+69
-3.3690365409637708e+69

simplify4.0ms

Iterations

Useful iterations: 1 (1.0ms)

IterNodesCost
02544
13136
done3136

end0.0ms

sample499.0ms

Algorithm
intervals
Results
322.0ms8000×body80valid