Details

Time bar (total: 12.1s)

sample25.0ms

Algorithm
intervals
Results
9.0ms331×body80valid

simplify2.1s

Counts
1 → 1
Iterations
IterNodes
done5002
104396
9979
8302
7116
682
564
451
332
218
111
07

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 4.3b

localize15.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ y (/ (- x (* x y)) z))
0.0b
(- x (* x y))
4.1b
(/ (- x (* x y)) z)

rewrite42.0ms

Algorithm
rewrite-expression-head
Rules
13×*-un-lft-identity
11×add-sqr-sqrt add-cube-cbrt
times-frac
add-log-exp
add-cbrt-cube add-exp-log
pow1 associate-/r* associate-/l*
flip3-- div-sub flip-- associate-/l/
cbrt-undiv +-commutative clear-num associate-+r- sum-log sub-neg frac-2neg flip3-+ diff-log div-exp flip-+ div-inv distribute-lft-out
Counts
3 → 55
Calls
3 calls:
20.0ms
(+ y (/ (- x (* x y)) z))
6.0ms
(- x (* x y))
15.0ms
(/ (- x (* x y)) z)

series150.0ms

Counts
3 → 9
Calls
3 calls:
43.0ms
(+ y (/ (- x (* x y)) z))
45.0ms
(- x (* x y))
62.0ms
(/ (- x (* x y)) z)

simplify488.0ms

Counts
64 → 64
Iterations
IterNodes
done5000
21038
1242
094

prune249.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 4.3b

localize19.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ y (/ 1 (/ z (- x (* x y)))))
0.0b
(- x (* x y))
0.4b
(/ 1 (/ z (- x (* x y))))
4.1b
(/ z (- x (* x y)))

rewrite74.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
59×*-un-lft-identity
56×add-sqr-sqrt add-cube-cbrt
18×associate-/r*
17×add-exp-log
11×add-cbrt-cube associate-/r/
div-exp add-log-exp
div-inv
flip3-- flip-- associate-/l*
pow1
cbrt-undiv
rec-exp clear-num frac-2neg 1-exp distribute-lft-out
+-commutative sum-log sub-neg flip3-+ diff-log flip-+ pow-flip inv-pow
Counts
4 → 138
Calls
4 calls:
33.0ms
(+ y (/ 1 (/ z (- x (* x y)))))
5.0ms
(- x (* x y))
17.0ms
(/ 1 (/ z (- x (* x y))))
10.0ms
(/ z (- x (* x y)))

series222.0ms

Counts
4 → 12
Calls
4 calls:
38.0ms
(+ y (/ 1 (/ z (- x (* x y)))))
44.0ms
(- x (* x y))
72.0ms
(/ 1 (/ z (- x (* x y))))
67.0ms
(/ z (- x (* x y)))

simplify1.2s

Counts
150 → 150
Iterations
IterNodes
done5001
23492
1562
0220

prune478.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 2.3b

localize37.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (* (cbrt (- x (* x y))) (cbrt (- x (* x y)))) (/ (cbrt (- x (* x y))) z))
4.6b
(cbrt (- x (* x y)))
4.6b
(cbrt (- x (* x y)))
4.6b
(cbrt (- x (* x y)))

rewrite94.0ms

Algorithm
rewrite-expression-head
Rules
30×cbrt-div
25×add-sqr-sqrt
22×associate-*r*
20×*-un-lft-identity times-frac add-cube-cbrt
19×cbrt-prod
16×frac-times add-exp-log
15×flip3-- flip--
12×associate-*l/
10×add-cbrt-cube
pow1
prod-exp cbrt-unprod
associate-*r/
add-log-exp
pow1/3 pow-prod-down unswap-sqr
cbrt-undiv div-exp
associate-*l* *-commutative div-inv
Counts
4 → 100
Calls
4 calls:
78.0ms
(* (* (cbrt (- x (* x y))) (cbrt (- x (* x y)))) (/ (cbrt (- x (* x y))) z))
3.0ms
(cbrt (- x (* x y)))
4.0ms
(cbrt (- x (* x y)))
3.0ms
(cbrt (- x (* x y)))

series408.0ms

Counts
4 → 12
Calls
4 calls:
83.0ms
(* (* (cbrt (- x (* x y))) (cbrt (- x (* x y)))) (/ (cbrt (- x (* x y))) z))
110.0ms
(cbrt (- x (* x y)))
102.0ms
(cbrt (- x (* x y)))
113.0ms
(cbrt (- x (* x y)))

simplify1.6s

Counts
112 → 112
Iterations
IterNodes
done5001
23120
1553
0192

prune629.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 2.3b

localize33.0ms

Local error

Found 4 expressions with local error:

3.0b
(+ (/ z x) (* (/ z x) y))
3.2b
(* (/ z x) y)
6.4b
(+ (+ (/ z x) (* (/ z x) y)) (* (/ z x) (* y y)))
8.2b
(* (/ z x) (* y y))

rewrite141.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
26×associate-*l*
21×add-cbrt-cube add-exp-log
20×times-frac
19×*-un-lft-identity add-cube-cbrt
11×pow1 add-log-exp
prod-exp cbrt-unprod
associate-*l/
frac-add
sum-log associate-*r* pow-prod-down unswap-sqr
cbrt-undiv flip3-+ div-exp flip-+
+-commutative *-commutative div-inv
associate-+l+
Counts
4 → 95
Calls
4 calls:
19.0ms
(+ (/ z x) (* (/ z x) y))
15.0ms
(* (/ z x) y)
76.0ms
(+ (+ (/ z x) (* (/ z x) y)) (* (/ z x) (* y y)))
27.0ms
(* (/ z x) (* y y))

series187.0ms

Counts
4 → 12
Calls
4 calls:
50.0ms
(+ (/ z x) (* (/ z x) y))
23.0ms
(* (/ z x) y)
62.0ms
(+ (+ (/ z x) (* (/ z x) y)) (* (/ z x) (* y y)))
52.0ms
(* (/ z x) (* y y))

simplify2.0s

Counts
107 → 107
Iterations
IterNodes
done5000
22876
1480
0159

prune537.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 1.8b

regimes167.0ms

Accuracy

-62.4% (2.6b remaining)

Error of 4.4b against oracle of 1.8b and baseline of 3.4b

bsearch107.0ms

Steps
ItersRangePoint
6
1.226965636493506e+231
5.438920747174487e+231
2.7710236123215926e+231
10
2.7343593190923514e+35
8.606910346173393e+45
8.509729486679156e+45

simplify4.0ms

Iterations
IterNodes
done33
133
022

end0.0ms

sample1.0s

Algorithm
intervals
Results
481.0ms10133×body80valid