Details

Time bar (total: 16.1s)

sample206.0ms

Algorithm
intervals
Results
86.0ms841×body80nan
25.0ms257×body80valid

simplify446.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize13.0ms

Local error

Found 3 expressions with local error:

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

rewrite108.0ms

Algorithm
rewrite-expression-head
Rules
20×associate--l+
18×log-prod
15×add-sqr-sqrt
13×*-un-lft-identity
11×add-cube-cbrt
10×add-log-exp
distribute-rgt-in distribute-lft-in
pow1
add-exp-log add-cbrt-cube
diff-log associate-*r*
sub-neg associate-*l*
flip3-- flip--
associate--l- pow-prod-down prod-exp log-pow *-commutative cbrt-unprod distribute-lft-out-- difference-of-squares unswap-sqr
Counts
3 → 67
Calls
3 calls:
75.0ms
(- (- (* x (log y)) y) z)
11.0ms
(- (* x (log y)) y)
18.0ms
(* x (log y))

series172.0ms

Counts
3 → 9
Calls
3 calls:
55.0ms
(- (- (* x (log y)) y) z)
63.0ms
(- (* x (log y)) y)
54.0ms
(* x (log y))

simplify1.2s

Counts
76 → 76

prune257.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize23.0ms

Local error

Found 4 expressions with local error:

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

rewrite114.0ms

Algorithm
rewrite-expression-head
Rules
24×log-prod
20×add-sqr-sqrt
16×add-cube-cbrt *-un-lft-identity
12×pow1 distribute-rgt-in associate-+l+ distribute-lft-in sqrt-prod
11×add-log-exp
associate-*r* associate-*l*
add-exp-log add-cbrt-cube
log-pow
sub-neg associate-+r+ sqrt-pow1 pow1/2 diff-log pow-prod-down prod-exp sum-log *-commutative cbrt-unprod unswap-sqr
+-commutative associate-+r- flip3-- flip3-+ flip-- flip-+
Counts
4 → 93
Calls
4 calls:
18.0ms
(- (* (log (sqrt y)) x) y)
48.0ms
(+ (* x (log (sqrt y))) (- (* (log (sqrt y)) x) y))
23.0ms
(* x (log (sqrt y)))
18.0ms
(* (log (sqrt y)) x)

series469.0ms

Counts
4 → 12
Calls
4 calls:
98.0ms
(- (* (log (sqrt y)) x) y)
71.0ms
(+ (* x (log (sqrt y))) (- (* (log (sqrt y)) x) y))
128.0ms
(* x (log (sqrt y)))
172.0ms
(* (log (sqrt y)) x)

simplify2.0s

Counts
105 → 105

prune382.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize37.0ms

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)

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
15×add-cube-cbrt *-un-lft-identity
11×pow1
pow1/3
add-exp-log swap-sqr associate-*r* associate-*l*
add-cbrt-cube add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 73
Calls
4 calls:
26.0ms
(* (cbrt y) (cbrt y))
1.0ms
(cbrt y)
1.0ms
(cbrt y)
2.0ms
(cbrt y)

series1.2s

Counts
4 → 12
Calls
4 calls:
349.0ms
(* (cbrt y) (cbrt y))
261.0ms
(cbrt y)
252.0ms
(cbrt y)
298.0ms
(cbrt y)

simplify799.0ms

Counts
85 → 85

prune397.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize28.0ms

Local error

Found 4 expressions with local error:

0.3b
(* x (log (pow (/ 1 y) -2/3)))
0.3b
(* (log (cbrt y)) x)
0.6b
(cbrt y)
6.0b
(pow (/ 1 y) -2/3)

rewrite46.0ms

Algorithm
rewrite-expression-head
Rules
39×unpow-prod-down
37×add-sqr-sqrt
34×log-prod
33×add-cube-cbrt *-un-lft-identity
27×times-frac
17×distribute-rgt-in distribute-lft-in
13×add-exp-log
11×pow1
associate-*l* add-cbrt-cube
associate-*r*
pow-exp add-log-exp
cbrt-prod pow-unpow pow-pow log-pow div-inv sqr-pow
pow1/3 div-exp pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
pow-to-exp rec-exp pow-flip 1-exp inv-pow
Counts
4 → 116
Calls
4 calls:
18.0ms
(* x (log (pow (/ 1 y) -2/3)))
15.0ms
(* (log (cbrt y)) x)
1.0ms
(cbrt y)
7.0ms
(pow (/ 1 y) -2/3)

series762.0ms

Counts
4 → 12
Calls
4 calls:
118.0ms
(* x (log (pow (/ 1 y) -2/3)))
169.0ms
(* (log (cbrt y)) x)
270.0ms
(cbrt y)
205.0ms
(pow (/ 1 y) -2/3)

simplify845.0ms

Counts
128 → 128

prune584.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes152.0ms

Accuracy

9.4% (0.1b remaining)

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

bsearch0.0ms

simplify1.3s

end0.0ms

sample4.5s

Algorithm
intervals
Results
2.3s24138×body80nan
627.0ms8024×body80valid
1.0msbody640valid
0.0msbody1280valid