Details

Time bar (total: 9.2s)

sample36.0ms

Algorithm
intervals
Results
22.0ms257×body80valid

simplify1.3s

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02937
15537
213737
333337
4103837
5416937
done500037

prune4.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 24.7b

Counts
2 → 1

localize24.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ (* x 4.16438922228) 78.6994924154) x)
0.1b
(* (+ (* (+ x 43.3400022514) x) 263.505074721) x)
0.1b
(* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x)
23.8b
(/ (* (- x 2.0) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z)) (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606))

rewrite70.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
15×add-exp-log add-cbrt-cube
12×add-cube-cbrt *-un-lft-identity
10×pow1
associate-*r* associate-*l*
associate-*l/ associate-/l/
flip3-+ flip-+
frac-times prod-exp cbrt-unprod add-log-exp
flip3-- times-frac pow-prod-down associate-/r* *-commutative flip-- unswap-sqr
cbrt-undiv associate-*r/ div-exp associate-/r/
frac-2neg clear-num div-inv associate-/l*
Counts
4 → 91
Calls
4 calls:
8.0ms
(* (+ (* x 4.16438922228) 78.6994924154) x)
10.0ms
(* (+ (* (+ x 43.3400022514) x) 263.505074721) x)
17.0ms
(* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x)
32.0ms
(/ (* (- x 2.0) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z)) (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606))

series64.0ms

Counts
4 → 12
Calls
4 calls:
6.0ms
(* (+ (* x 4.16438922228) 78.6994924154) x)
4.0ms
(* (+ (* (+ x 43.3400022514) x) 263.505074721) x)
10.0ms
(* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x)
44.0ms
(/ (* (- x 2.0) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z)) (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606))

simplify767.0ms

Counts
103 → 103
Iterations

Useful iterations: done (760.0ms)

IterNodesCost
02262606
16752577
229732227
done50012216

prune266.0ms

Filtered
77 candidates to 103 candidates (-33.8%)
Pruning

7 alts after pruning (7 fresh and 0 done)

PrunedKeptTotal
New967103
Fresh000
Picked101
Done000
Total977104

Merged error: 0.0b

Counts
104 → 7

localize27.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ (* (+ x 43.3400022514) x) 263.505074721) x)
0.1b
(* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x)
0.3b
(/ (- x 2.0) (/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z)))
21.5b
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))

rewrite95.0ms

Algorithm
rewrite-expression-head
Rules
138×times-frac
110×add-sqr-sqrt
106×*-un-lft-identity
74×add-cube-cbrt
18×associate-/r*
16×distribute-lft-out-- difference-of-squares
15×add-exp-log associate-/r/ add-cbrt-cube
10×flip3-+ flip-+
pow1 div-inv associate-/l*
associate-*r* associate-*l*
cbrt-undiv div-exp associate-*l/ associate-/l/ add-log-exp
frac-2neg pow-prod-down prod-exp clear-num *-commutative cbrt-unprod unswap-sqr
flip3-- div-sub flip--
Counts
4 → 184
Calls
4 calls:
10.0ms
(* (+ (* (+ x 43.3400022514) x) 263.505074721) x)
14.0ms
(* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x)
29.0ms
(/ (- x 2.0) (/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z)))
28.0ms
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))

series97.0ms

Counts
4 → 12
Calls
4 calls:
4.0ms
(* (+ (* (+ x 43.3400022514) x) 263.505074721) x)
12.0ms
(* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x)
45.0ms
(/ (- x 2.0) (/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z)))
35.0ms
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))

simplify857.0ms

Counts
196 → 196
Iterations

Useful iterations: done (845.0ms)

IterNodesCost
034910043
19789888
237909443
done50009431

prune678.0ms

Filtered
146 candidates to 196 candidates (-34.2%)
Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New1951196
Fresh156
Picked011
Done000
Total1967203

Merged error: 0b

Counts
203 → 7

localize34.0ms

Local error

Found 4 expressions with local error:

0.7b
(* (cbrt (/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))) (cbrt (/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))))
21.5b
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))
21.5b
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))
21.5b
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))

rewrite164.0ms

Algorithm
rewrite-expression-head
Rules
84×add-sqr-sqrt
72×cbrt-prod
69×times-frac
60×add-cube-cbrt *-un-lft-identity
18×swap-sqr associate-*r* associate-*l*
14×associate-/r/
12×add-exp-log
11×pow1
10×flip3-+ add-cbrt-cube flip-+
associate-/r* associate-/l* unswap-sqr
div-inv
pow1/3 associate-/l/
cbrt-div add-log-exp
cbrt-undiv frac-2neg div-exp clear-num
pow-prod-down pow-sqr pow-prod-up
pow2 frac-times pow-plus associate-*r/ associate-*l/ prod-exp *-commutative cbrt-unprod
Counts
4 → 177
Calls
4 calls:
65.0ms
(* (cbrt (/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))) (cbrt (/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))))
31.0ms
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))
30.0ms
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))
31.0ms
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))

series189.0ms

Counts
4 → 12
Calls
4 calls:
77.0ms
(* (cbrt (/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))) (cbrt (/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))))
36.0ms
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))
40.0ms
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))
35.0ms
(/ (+ (* (+ (* (+ (* (+ x 43.3400022514) x) 263.505074721) x) 313.399215894) x) 47.066876606) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z))

simplify495.0ms

Counts
189 → 189
Iterations

Useful iterations: done (480.0ms)

IterNodesCost
022812437
145412102
2154811389
done500010715

prune1.6s

Filtered
153 candidates to 189 candidates (-23.5%)
Pruning

7 alts after pruning (5 fresh and 2 done)

PrunedKeptTotal
New1890189
Fresh055
Picked011
Done011
Total1897196

Merged error: 0b

Counts
196 → 7

localize33.0ms

Local error

Found 4 expressions with local error:

19.6b
(cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))
19.6b
(cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))
19.6b
(cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))
23.8b
(/ (* (- x 2.0) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z)) (+ (* (+ (* (* (cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x)) (cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))) (cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))) 313.399215894) x) 47.066876606))

rewrite68.0ms

Algorithm
rewrite-expression-head
Rules
add-exp-log add-cbrt-cube
associate-*l/ associate-/l/
flip3-+ flip-+
add-sqr-sqrt add-cube-cbrt cbrt-div *-un-lft-identity
pow1 frac-times add-log-exp
cbrt-prod flip3-- times-frac pow1/3 associate-/r* flip--
cbrt-undiv associate-*r/ div-exp associate-/r/
frac-2neg prod-exp clear-num cbrt-unprod div-inv associate-/l*
Counts
4 → 64
Calls
4 calls:
8.0ms
(cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))
8.0ms
(cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))
8.0ms
(cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))
40.0ms
(/ (* (- x 2.0) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z)) (+ (* (+ (* (* (cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x)) (cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))) (cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))) 313.399215894) x) 47.066876606))

series93.0ms

Counts
4 → 12
Calls
4 calls:
12.0ms
(cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))
11.0ms
(cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))
11.0ms
(cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))
59.0ms
(/ (* (- x 2.0) (+ (* (+ (* (+ (* (+ (* x 4.16438922228) 78.6994924154) x) 137.519416416) x) y) x) z)) (+ (* (+ (* (* (cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x)) (cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))) (cbrt (* (+ (* (+ x 43.3400022514) x) 263.505074721) x))) 313.399215894) x) 47.066876606))

simplify583.0ms

Counts
76 → 76
Iterations

Useful iterations: done (579.0ms)

IterNodesCost
01963603
15493553
221652352
done50002346

prune311.0ms

Filtered
69 candidates to 76 candidates (-10.1%)
Pruning

7 alts after pruning (4 fresh and 3 done)

PrunedKeptTotal
New76076
Fresh044
Picked011
Done022
Total76783

Merged error: 0b

Counts
83 → 7

regimes299.0ms

Accuracy

97.5% (0.6b remaining)

Error of 0.7b against oracle of 0.0b and baseline of 24.9b

bsearch57.0ms

Steps
ItersRangePoint
8
1.3591990794494764e+66
4.1266864370833114e+68
2.8089106367080938e+66
9
-2.5455472253050984e+57
-8.761369592446147e+49
-2.6115178047519778e+50

simplify6.0ms

Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
04267
16057
26157
done6157

end0.0ms

sample1.0s

Algorithm
intervals
Results
705.0ms8018×body80valid

Profiling

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