Details

Time bar (total: 30.1s)

sample122.0ms

Algorithm
intervals
Results
62.0ms712×body80nan
26.0ms255×body80valid
1.0msbody1280valid

simplify3.3s

Counts
1 → 1
Iterations
IterNodes
done5000
134748
124393
113967
103593
93111
82448
71668
61152
5611
4289
3106
246
120
010

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize32.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (- (- (* x (log y)) y) z) (log t))
0.0b
(- (* x (log y)) y)
0.3b
(* x (log y))

rewrite1.1s

Algorithm
rewrite-expression-head
Rules
38×*-un-lft-identity
21×log-prod
20×associate--l+ add-log-exp
19×add-sqr-sqrt
12×add-cube-cbrt distribute-lft-out--
10×pow1 associate-+l+
distribute-rgt-in distribute-lft-in
distribute-lft-out
diff-log
sum-log associate-*l*
add-cbrt-cube add-exp-log log-pow
associate-*r*
associate-+r+ sub-neg insert-posit16
associate-+l- difference-of-squares unswap-sqr
associate--l- +-commutative flip3-+ flip3-- pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ flip--
Counts
3 → 89
Calls
3 calls:
1.0s
(+ (- (- (* x (log y)) y) z) (log t))
55.0ms
(- (* x (log y)) y)
9.0ms
(* x (log y))

series184.0ms

Counts
3 → 9
Calls
3 calls:
66.0ms
(+ (- (- (* x (log y)) y) z) (log t))
70.0ms
(- (* x (log y)) y)
48.0ms
(* x (log y))

simplify3.1s

Counts
98 → 98
Iterations
IterNodes
done5009
34356
21017
1359
0161

prune463.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize35.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* x (log y)) y)
0.0b
(+ (- (- (* x (log y)) y) z) (log (sqrt t)))
0.0b
(+ (+ (- (- (* x (log y)) y) z) (log (sqrt t))) (log (sqrt t)))
0.3b
(* x (log y))

rewrite4.9s

Algorithm
rewrite-expression-head
Rules
101×*-un-lft-identity
60×add-log-exp
42×log-prod distribute-lft-out
38×associate-+l+
34×associate--l+
32×sum-log distribute-lft-out--
28×pow1
27×add-sqr-sqrt
22×log-pow
20×add-cube-cbrt
19×diff-log
18×associate-+r+
12×distribute-rgt-in distribute-lft-in
10×associate-*l*
sqrt-prod
add-cbrt-cube add-exp-log associate-+l-
sub-neg
associate-*r* insert-posit16
+-commutative
associate--l- flip3-+ flip-+ difference-of-squares unswap-sqr
flip3-- pow-prod-down prod-exp *-commutative cbrt-unprod flip--
Counts
4 → 161
Calls
4 calls:
44.0ms
(- (* x (log y)) y)
959.0ms
(+ (- (- (* x (log y)) y) z) (log (sqrt t)))
3.9s
(+ (+ (- (- (* x (log y)) y) z) (log (sqrt t))) (log (sqrt t)))
8.0ms
(* x (log y))

series306.0ms

Counts
4 → 12
Calls
4 calls:
83.0ms
(- (* x (log y)) y)
74.0ms
(+ (- (- (* x (log y)) y) z) (log (sqrt t)))
83.0ms
(+ (+ (- (- (* x (log y)) y) z) (log (sqrt t))) (log (sqrt t)))
64.0ms
(* x (log y))

simplify1.6s

Counts
173 → 173
Iterations
IterNodes
done5000
21634
1525
0231

prune804.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize47.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (log (cbrt y)) x)
0.3b
(+ (* (log (cbrt y)) (+ x x)) (* (log (cbrt y)) x))
0.6b
(cbrt y)
0.6b
(cbrt y)

rewrite186.0ms

Algorithm
rewrite-expression-head
Rules
32×*-un-lft-identity
23×associate-*l*
22×associate-*r*
21×distribute-lft-out
18×add-sqr-sqrt
13×pow1 add-cube-cbrt
10×log-pow
distribute-rgt-out
cbrt-prod add-cbrt-cube add-exp-log add-log-exp
pow1/3
associate-+l+ insert-posit16
+-commutative *-commutative
distribute-rgt-in distribute-lft-in distribute-lft1-in count-2 distribute-rgt1-in
sum-log flip3-+ pow-prod-down prod-exp cbrt-unprod flip-+ unswap-sqr
Counts
4 → 86
Calls
4 calls:
9.0ms
(* (log (cbrt y)) x)
173.0ms
(+ (* (log (cbrt y)) (+ x x)) (* (log (cbrt y)) x))
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series954.0ms

Counts
4 → 12
Calls
4 calls:
191.0ms
(* (log (cbrt y)) x)
166.0ms
(+ (* (log (cbrt y)) (+ x x)) (* (log (cbrt y)) x))
283.0ms
(cbrt y)
314.0ms
(cbrt y)

simplify1.5s

Counts
98 → 98
Iterations
IterNodes
done5000
2930
1288
0110

prune635.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize40.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (log (cbrt y)) x)
0.3b
(+ (* (log (pow y 1/3)) (+ x x)) (* (log (cbrt y)) x))
0.6b
(cbrt y)
5.1b
(pow y 1/3)

rewrite230.0ms

Algorithm
rewrite-expression-head
Rules
29×*-un-lft-identity
21×associate-*l*
14×pow1
12×associate-*r* log-pow
11×add-sqr-sqrt distribute-lft-out
add-cube-cbrt
add-exp-log
distribute-rgt-out add-cbrt-cube add-log-exp
pow-unpow associate-+l+ pow1/3 insert-posit16
cbrt-prod +-commutative unpow-prod-down
distribute-rgt-in distribute-lft-in distribute-lft1-in count-2 distribute-rgt1-in
pow-to-exp sum-log pow-pow flip3-+ unpow1/3 pow-prod-down pow-exp prod-exp *-commutative cbrt-unprod flip-+ unswap-sqr sqr-pow
Counts
4 → 85
Calls
4 calls:
9.0ms
(* (log (cbrt y)) x)
211.0ms
(+ (* (log (pow y 1/3)) (+ x x)) (* (log (cbrt y)) x))
1.0ms
(cbrt y)
8.0ms
(pow y 1/3)

series918.0ms

Counts
4 → 12
Calls
4 calls:
157.0ms
(* (log (cbrt y)) x)
237.0ms
(+ (* (log (pow y 1/3)) (+ x x)) (* (log (cbrt y)) x))
287.0ms
(cbrt y)
237.0ms
(pow y 1/3)

simplify3.0s

Counts
97 → 97
Iterations
IterNodes
done5002
33619
21025
1361
0137

prune564.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes551.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify6.0ms

Iterations
IterNodes
done21
121
017

end0.0ms

sample5.6s

Algorithm
intervals
Results
3.2s23960×body80nan
1.1s8019×body80valid
1.0msbody1280valid
1.0msbody640valid
0.0msbody160valid