Details

Time bar (total: 5.9s)

analyze1.0s

Algorithm
search
Search
TrueOtherFalseIter
0%99.9%0.1%0
0%99.9%0.1%1
0%99.9%0.1%2
0%99.9%0.1%3
0%99.9%0.1%4
25%74.9%0.1%5
25%74.9%0.1%6
25%74.9%0.1%7
37.4%62.4%0.1%8
37.4%62.4%0.1%9
37.4%62.4%0.1%10
43.7%56.2%0.1%11
43.7%56.2%0.1%12
43.7%56.2%0.1%13
61.7%38.2%0.1%14

sample30.0ms

Algorithm
intervals
Results
20.0ms256×body80valid

simplify50.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (46.0ms)

IterNodesCost
0494637
1494637

prune13.0ms

Filtered
1 candidates to 1 candidates (0.0%)
Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 25.5b

Counts
2 → 2

localize22.0ms

Local error

Found 4 expressions with local error:

0.0b
(* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
0.0b
(* x (+ (* x (+ x 43.3400022514)) 263.505074721))
0.1b
(* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y))
24.6b
(/ (+ (* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y)) z) (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
18×add-cube-cbrt *-un-lft-identity
12×add-exp-log add-cbrt-cube
10×pow1
times-frac associate-*r* associate-*l*
associate-*r/
flip3-+ flip-+
add-log-exp
distribute-rgt-in distribute-lft-in pow-prod-down prod-exp associate-/r* *-commutative cbrt-unprod associate-/l* unswap-sqr
associate-/r/ associate-/l/
cbrt-undiv frac-2neg div-exp clear-num div-inv
Counts
4 → 97
Calls
4 calls:
12.0ms
(* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
9.0ms
(* x (+ (* x (+ x 43.3400022514)) 263.505074721))
13.0ms
(* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y))
27.0ms
(/ (+ (* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y)) z) (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))

series56.0ms

Counts
4 → 12
Calls
4 calls:
4.0ms
(* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
4.0ms
(* x (+ (* x (+ x 43.3400022514)) 263.505074721))
9.0ms
(* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y))
38.0ms
(/ (+ (* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y)) z) (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))

simplify62.0ms

Algorithm
egg-herbie
Counts
109 → 109
Iterations

Useful iterations: 0 (48.0ms)

IterNodesCost
049652491
149652491

prune277.0ms

Filtered
78 candidates to 109 candidates (-39.7%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New1027109
Fresh011
Picked101
Done000
Total1038111

Merged error: 0.0b

Counts
111 → 8

localize28.0ms

Local error

Found 4 expressions with local error:

16.2b
(cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
16.2b
(cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
16.2b
(cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
24.6b
(/ (+ (* x (+ (* (* x (* (cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) (cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)))) (cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))) y)) z) (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))

rewrite75.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
cbrt-prod times-frac
add-exp-log cbrt-div add-cbrt-cube
flip3-+ flip-+
pow1 add-log-exp
pow1/3 associate-/r* associate-/l*
associate-/r/ associate-/l/
cbrt-undiv frac-2neg div-exp clear-num div-inv
Counts
4 → 70
Calls
4 calls:
7.0ms
(cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
7.0ms
(cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
7.0ms
(cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
51.0ms
(/ (+ (* x (+ (* (* x (* (cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) (cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)))) (cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))) y)) z) (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))

series72.0ms

Counts
4 → 12
Calls
4 calls:
10.0ms
(cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
14.0ms
(cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
10.0ms
(cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))
39.0ms
(/ (+ (* x (+ (* (* x (* (cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) (cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)))) (cbrt (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416))) y)) z) (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))

simplify53.0ms

Algorithm
egg-herbie
Counts
82 → 82
Iterations

Useful iterations: 0 (38.0ms)

IterNodesCost
053442439

prune326.0ms

Filtered
72 candidates to 82 candidates (-13.9%)
Pruning

8 alts after pruning (7 fresh and 1 done)

PrunedKeptTotal
New82082
Fresh077
Picked011
Done000
Total82890

Merged error: 0.0b

Counts
90 → 8

localize26.0ms

Local error

Found 4 expressions with local error:

0.0b
(* x (+ (* x (+ x 43.3400022514)) 263.505074721))
0.1b
(* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y))
0.5b
(/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))
24.8b
(* (+ (* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y)) z) (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))

rewrite72.0ms

Algorithm
rewrite-expression-head
Rules
35×add-sqr-sqrt
25×*-un-lft-identity
24×add-cube-cbrt
21×add-exp-log associate-*r*
20×times-frac
15×add-cbrt-cube
11×pow1
associate-*l*
flip3-+ prod-exp flip-+
associate-*r/ unswap-sqr
div-exp associate-/r/ cbrt-unprod add-log-exp
pow-prod-down associate-/r* *-commutative associate-/l*
cbrt-undiv distribute-rgt-in frac-times rec-exp distribute-lft-in 1-exp associate-*l/ div-inv
pow-flip frac-2neg clear-num un-div-inv inv-pow
Counts
4 → 119
Calls
4 calls:
9.0ms
(* x (+ (* x (+ x 43.3400022514)) 263.505074721))
14.0ms
(* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y))
14.0ms
(/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))
31.0ms
(* (+ (* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y)) z) (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))

series61.0ms

Counts
4 → 12
Calls
4 calls:
4.0ms
(* x (+ (* x (+ x 43.3400022514)) 263.505074721))
9.0ms
(* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y))
6.0ms
(/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))
42.0ms
(* (+ (* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y)) z) (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))

simplify59.0ms

Algorithm
egg-herbie
Counts
131 → 131
Iterations

Useful iterations: 0 (42.0ms)

IterNodesCost
052263145

prune454.0ms

Filtered
86 candidates to 131 candidates (-52.3%)
Pruning

7 alts after pruning (5 fresh and 2 done)

PrunedKeptTotal
New1292131
Fresh336
Picked011
Done011
Total1327139

Merged error: 0.0b

Counts
139 → 7

localize30.0ms

Local error

Found 4 expressions with local error:

17.0b
(cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))
17.0b
(cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))
17.0b
(cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))
22.9b
(* (+ (* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y)) z) (* (cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))) (cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))))

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
45×cbrt-prod
27×add-sqr-sqrt times-frac
26×add-cube-cbrt *-un-lft-identity
15×cbrt-div
pow1 add-exp-log frac-times
flip3-+ add-cbrt-cube flip-+
associate-*r/ associate-/r/
associate-*l/
add-log-exp
pow1/3 associate-*l* pow-prod-down prod-exp cbrt-unprod div-inv
associate-*r* *-commutative unswap-sqr
Counts
4 → 102
Calls
4 calls:
14.0ms
(cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))
14.0ms
(cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))
14.0ms
(cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))
50.0ms
(* (+ (* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y)) z) (* (cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))) (cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))))

series138.0ms

Counts
4 → 12
Calls
4 calls:
14.0ms
(cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))
12.0ms
(cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))
11.0ms
(cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))
101.0ms
(* (+ (* x (+ (* x (+ (* x (+ (* x 4.16438922228) 78.6994924154)) 137.519416416)) y)) z) (* (cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606))) (cbrt (/ 1 (+ (* x (+ (* x (+ (* x (+ x 43.3400022514)) 263.505074721)) 313.399215894)) 47.066876606)))))

simplify80.0ms

Algorithm
egg-herbie
Counts
114 → 114
Iterations

Useful iterations: 0 (57.0ms)

IterNodesCost
050464251

prune407.0ms

Filtered
74 candidates to 114 candidates (-54.1%)
Pruning

7 alts after pruning (4 fresh and 3 done)

PrunedKeptTotal
New1140114
Fresh044
Picked011
Done022
Total1147121

Merged error: 0.0b

Counts
121 → 7

regimes392.0ms

Accuracy

97.6% (0.6b remaining)

Error of 0.6b against oracle of 0.1b and baseline of 24.4b

bsearch89.0ms

Steps
ItersRangePoint
10
6.606214833204682e+39
5.928119172864175e+50
9.351024673543105e+48
7
-2.4553796622718164e+64
-5.7728760813834435e+62
-1.6132576564210602e+63

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
06884
16884

end0.0ms

analyze1.0s

Algorithm
search
Search
TrueOtherFalseIter
0%99.9%0.1%0
0%99.9%0.1%1
0%99.9%0.1%2
0%99.9%0.1%3
0%99.9%0.1%4
25%74.9%0.1%5
25%74.9%0.1%6
25%74.9%0.1%7
37.4%62.4%0.1%8
37.4%62.4%0.1%9
37.4%62.4%0.1%10
43.7%56.2%0.1%11
43.7%56.2%0.1%12
43.7%56.2%0.1%13
61.7%38.2%0.1%14

sample835.0ms

Algorithm
intervals
Results
661.0ms8000×body80valid
1.0ms13×body80invalid

Profiling

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