Details

Time bar (total: 21.6s)

sample148.0ms

Algorithm
intervals
Results
52.0ms808×body80nan
19.0ms257×body80valid

simplify1.9s

Counts
1 → 1
Iterations
IterNodes
done5000
52214
4521
3129
252
121
010

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize23.0ms

Local error

Found 4 expressions with local error:

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

rewrite301.0ms

Algorithm
rewrite-expression-head
Rules
44×*-un-lft-identity
40×associate--l+
38×add-sqr-sqrt
32×add-cube-cbrt
27×log-prod prod-diff
22×associate-+l+
17×add-log-exp
12×distribute-rgt-in distribute-lft-in
pow1
diff-log
add-cbrt-cube add-exp-log
sub-neg fma-def
expm1-log1p-u fma-neg associate-*r* log1p-expm1-u distribute-lft-out distribute-lft-out--
associate-+r+ sum-log associate-*l* log-pow
flip3-- flip-- difference-of-squares
associate--l- +-commutative flip3-+ pow-prod-down prod-exp *-commutative associate-+l- cbrt-unprod flip-+ unswap-sqr
Counts
4 → 142
Calls
4 calls:
54.0ms
(- (- (* x (log y)) y) z)
212.0ms
(+ (- (- (* x (log y)) y) z) (log t))
16.0ms
(- (* x (log y)) y)
14.0ms
(* x (log y))

series231.0ms

Counts
4 → 12
Calls
4 calls:
54.0ms
(- (- (* x (log y)) y) z)
55.0ms
(+ (- (- (* x (log y)) y) z) (log t))
69.0ms
(- (* x (log y)) y)
52.0ms
(* x (log y))

simplify2.0s

Counts
154 → 154
Iterations
IterNodes
done5000
22173
1573
0220

prune1.1s

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize33.0ms

Local error

Found 4 expressions with local error:

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

rewrite803.0ms

Algorithm
rewrite-expression-head
Rules
46×*-un-lft-identity
24×log-prod
22×pow1 distribute-lft-out
18×log-pow
17×add-sqr-sqrt
15×add-cube-cbrt
11×add-log-exp
sqrt-prod
add-exp-log
sum-log fma-def
associate-+r+ add-cbrt-cube distribute-lft-out--
expm1-log1p-u associate-*r* log1p-expm1-u
distribute-rgt-in distribute-lft-in diff-log associate-*l*
sqrt-pow1 pow1/2 rem-log-exp associate-+l-
+-commutative associate-+l+ flip3-+ pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
4 → 106
Calls
4 calls:
2.0ms
(log (sqrt t))
2.0ms
(log (sqrt t))
777.0ms
(+ (+ (- (- (* x (log y)) y) z) (log (sqrt t))) (log (sqrt t)))
19.0ms
(* x (log y))

series293.0ms

Counts
4 → 12
Calls
4 calls:
74.0ms
(log (sqrt t))
90.0ms
(log (sqrt t))
85.0ms
(+ (+ (- (- (* x (log y)) y) z) (log (sqrt t))) (log (sqrt t)))
43.0ms
(* x (log y))

simplify1.4s

Counts
118 → 118
Iterations
IterNodes
done5000
21468
1378
0162

prune738.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize58.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt y) (cbrt y))
0.6b
(cbrt y)
0.6b
(cbrt y)
0.6b
(cbrt y)

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
15×*-un-lft-identity add-cube-cbrt
11×pow1
pow1/3
swap-sqr associate-*r* associate-*l* add-exp-log
expm1-log1p-u add-cbrt-cube log1p-expm1-u add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 81
Calls
4 calls:
17.0ms
(* (cbrt y) (cbrt y))
1.0ms
(cbrt y)
2.0ms
(cbrt y)
2.0ms
(cbrt y)

series1.2s

Counts
4 → 12
Calls
4 calls:
345.0ms
(* (cbrt y) (cbrt y))
289.0ms
(cbrt y)
284.0ms
(cbrt y)
312.0ms
(cbrt y)

simplify1.4s

Counts
93 → 93
Iterations
IterNodes
done5001
2725
1142
065

prune786.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize95.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (log (pow y 2/3)) x)
0.3b
(* (log (cbrt y)) x)
0.6b
(cbrt y)
6.0b
(pow y 2/3)

rewrite27.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt
11×*-un-lft-identity add-cube-cbrt
10×pow1
associate-*l* add-exp-log
add-cbrt-cube
associate-*r*
expm1-log1p-u log1p-expm1-u add-log-exp
cbrt-prod pow-unpow unpow-prod-down log-pow
pow1/3 pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
pow-to-exp pow-pow pow-exp sqr-pow
Counts
4 → 75
Calls
4 calls:
7.0ms
(* (log (pow y 2/3)) x)
13.0ms
(* (log (cbrt y)) x)
1.0ms
(cbrt y)
4.0ms
(pow y 2/3)

series1.1s

Counts
4 → 12
Calls
4 calls:
137.0ms
(* (log (pow y 2/3)) x)
426.0ms
(* (log (cbrt y)) x)
307.0ms
(cbrt y)
268.0ms
(pow y 2/3)

simplify1.2s

Counts
87 → 87
Iterations
IterNodes
done5001
21159
1280
0126

prune822.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0b

regimes865.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify3.0ms

Iterations
IterNodes
done15
115
012

end0.0ms

sample4.9s

Algorithm
intervals
Results
1.8s23596×body80nan
582.0ms8031×body80valid
1.0msbody640valid