Details

Time bar (total: 49.5s)

sample49.0ms

Algorithm
intervals
Results
21.0ms265×body80valid
4.0ms14×body640valid
3.0ms10×body1280valid
3.0ms14×body320valid
1.0msbody160valid

simplify1.8s

Counts
1 → 1
Iterations
IterNodes
done5000
61620
5661
4266
3103
243
120
011

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 20.4b

localize23.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y z) (- t x))
1.7b
(+ x (/ (* (- y z) (- t x)) (- a z)))
14.0b
(/ (* (- y z) (- t x)) (- a z))

rewrite304.0ms

Algorithm
rewrite-expression-head
Rules
116×add-sqr-sqrt
104×*-un-lft-identity
80×times-frac
40×add-cube-cbrt
35×associate-*r* associate-*l*
31×distribute-lft-out-- difference-of-squares
16×associate-/l*
13×flip3-- flip--
10×add-cbrt-cube add-exp-log
frac-times associate-/l/
*-commutative unswap-sqr
pow1 associate-/r* add-log-exp
associate-*l/ associate-*r/
insert-posit16
distribute-rgt-in cbrt-undiv sub-neg distribute-lft-in div-exp prod-exp associate-/r/ cbrt-unprod
+-commutative clear-num sum-log frac-2neg flip3-+ pow-prod-down flip-+ div-inv distribute-lft-out
Counts
3 → 174
Calls
3 calls:
40.0ms
(* (- y z) (- t x))
149.0ms
(+ x (/ (* (- y z) (- t x)) (- a z)))
106.0ms
(/ (* (- y z) (- t x)) (- a z))

series481.0ms

Counts
3 → 9
Calls
3 calls:
50.0ms
(* (- y z) (- t x))
238.0ms
(+ x (/ (* (- y z) (- t x)) (- a z)))
193.0ms
(/ (* (- y z) (- t x)) (- a z))

simplify1.9s

Counts
183 → 183
Iterations
IterNodes
done5006
22780
1766
0264

prune867.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 2.4b

localize45.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- a z))
0.6b
(cbrt (- a z))
1.2b
(* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z))))
7.6b
(+ x (* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z)))))

rewrite2.6s

Algorithm
rewrite-expression-head
Rules
2282×add-sqr-sqrt
2203×*-un-lft-identity
1532×cbrt-prod times-frac
1351×associate-/l*
1350×frac-times
954×add-cube-cbrt
912×associate-/r*
622×distribute-lft-out--
621×difference-of-squares
532×associate-/l/
375×associate-*l*
126×flip3-- flip--
115×clear-num
114×frac-2neg
75×associate-*l/
68×add-cbrt-cube
62×cbrt-div
58×associate-/r/
46×associate-*r*
44×cbrt-undiv
29×div-inv
25×add-exp-log
21×cbrt-unprod unswap-sqr
18×associate-*r/
div-exp
pow1 prod-exp add-log-exp
insert-posit16
un-div-inv
pow1/3 distribute-lft-out
+-commutative sum-log flip3-+ pow-prod-down *-commutative flip-+
Counts
4 → 1970
Calls
4 calls:
7.0ms
(cbrt (- a z))
7.0ms
(cbrt (- a z))
647.0ms
(* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z))))
1.3s
(+ x (* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z)))))

series1.1s

Counts
4 → 12
Calls
4 calls:
206.0ms
(cbrt (- a z))
216.0ms
(cbrt (- a z))
465.0ms
(* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z))))
214.0ms
(+ x (* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (/ (- t x) (cbrt (- a z)))))

simplify2.6s

Counts
1982 → 1982
Iterations
IterNodes
done5001
02071

prune10.0s

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 2.4b

localize80.0ms

Local error

Found 4 expressions with local error:

1.2b
(cbrt (/ (- t x) (cbrt (- a z))))
1.2b
(cbrt (/ (- t x) (cbrt (- a z))))
1.2b
(cbrt (/ (- t x) (cbrt (- a z))))
8.1b
(+ x (* (* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (* (cbrt (/ (- t x) (cbrt (- a z)))) (cbrt (/ (- t x) (cbrt (- a z)))))) (cbrt (/ (- t x) (cbrt (- a z))))))

rewrite15.4s

Algorithm
rewrite-expression-head
Rules
228×cbrt-prod
166×*-un-lft-identity
160×add-sqr-sqrt
120×times-frac
70×add-cube-cbrt
60×cbrt-div
45×distribute-lft-out-- difference-of-squares
24×associate-/r*
15×associate-/l*
flip3-- associate-/r/ flip-- add-log-exp associate-/l/
pow1 add-cbrt-cube add-exp-log insert-posit16
clear-num frac-2neg pow1/3 associate-*l* div-inv distribute-lft-out
+-commutative sum-log flip3-+ flip-+
Counts
4 → 234
Calls
4 calls:
32.0ms
(cbrt (/ (- t x) (cbrt (- a z))))
34.0ms
(cbrt (/ (- t x) (cbrt (- a z))))
23.0ms
(cbrt (/ (- t x) (cbrt (- a z))))
15.3s
(+ x (* (* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (* (cbrt (/ (- t x) (cbrt (- a z)))) (cbrt (/ (- t x) (cbrt (- a z)))))) (cbrt (/ (- t x) (cbrt (- a z))))))

series1.3s

Counts
4 → 12
Calls
4 calls:
329.0ms
(cbrt (/ (- t x) (cbrt (- a z))))
376.0ms
(cbrt (/ (- t x) (cbrt (- a z))))
337.0ms
(cbrt (/ (- t x) (cbrt (- a z))))
228.0ms
(+ x (* (* (/ (/ (- y z) (cbrt (- a z))) (cbrt (- a z))) (* (cbrt (/ (- t x) (cbrt (- a z)))) (cbrt (/ (- t x) (cbrt (- a z)))))) (cbrt (/ (- t x) (cbrt (- a z))))))

simplify2.2s

Counts
246 → 246
Iterations
IterNodes
done5000
21395
1571
0278

prune1.8s

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 2.4b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t x) (- a z))
2.2b
(+ x (* (- y z) (/ (- t x) (- a z))))
5.5b
(* (- y z) (/ (- t x) (- a z)))

rewrite374.0ms

Algorithm
rewrite-expression-head
Rules
101×*-un-lft-identity
96×add-sqr-sqrt
51×times-frac
33×add-cube-cbrt
31×associate-*r* distribute-lft-out--
30×frac-times
29×difference-of-squares
22×flip3-- flip-- associate-/l*
20×associate-/r*
15×associate-*r/
10×add-cbrt-cube add-exp-log
associate-/l/
associate-*l*
pow1 clear-num add-log-exp
frac-2neg associate-/r/
un-div-inv insert-posit16 distribute-lft-out
cbrt-undiv div-exp associate-*l/ prod-exp cbrt-unprod div-inv unswap-sqr
+-commutative sum-log flip3-+ div-sub pow-prod-down *-commutative flip-+
Counts
3 → 170
Calls
3 calls:
30.0ms
(/ (- t x) (- a z))
190.0ms
(+ x (* (- y z) (/ (- t x) (- a z))))
149.0ms
(* (- y z) (/ (- t x) (- a z)))

series495.0ms

Counts
3 → 9
Calls
3 calls:
83.0ms
(/ (- t x) (- a z))
225.0ms
(+ x (* (- y z) (/ (- t x) (- a z))))
187.0ms
(* (- y z) (/ (- t x) (- a z)))

simplify2.1s

Counts
179 → 179
Iterations
IterNodes
done5000
22864
1687
0241

prune889.0ms

Pruning

13 alts after pruning (10 fresh and 3 done)

Merged error: 2.4b

regimes853.0ms

Accuracy

35.5% (6.2b remaining)

Error of 9.4b against oracle of 3.2b and baseline of 12.8b

bsearch2.0ms

simplify12.0ms

Iterations
IterNodes
done43
143
032

end0.0ms

sample2.2s

Algorithm
intervals
Results
1.4s7739×body80valid
186.0ms486×body640valid
132.0ms277×body1280valid
103.0ms410×body320valid
83.0ms279×body160valid
3.0msbody2560valid