Details

Time bar (total: 34.9s)

sample236.0ms

Algorithm
intervals
Results
130.0ms870×body80nan
35.0ms294×body80valid

simplify4.2s

Counts
1 → 1
Iterations
IterNodes
done5000
53696
41232
3330
297
138
020

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize57.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c)))
0.0b
(+ (+ (+ (* x (log y)) z) t) a)
0.1b
(* (- b 0.5) (log c))
0.3b
(* x (log y))

rewrite670.0ms

Algorithm
rewrite-expression-head
Rules
27×add-log-exp
21×*-un-lft-identity
20×add-sqr-sqrt
18×log-prod
16×sum-log
14×add-cube-cbrt
10×pow1
distribute-rgt-in distribute-lft-in
add-cbrt-cube associate-*r* associate-*l* add-exp-log
associate-+r+ associate-*l/
flip3-+ frac-add flip-+ insert-posit16
flip3-- flip-- distribute-lft-out
+-commutative associate-+l+ pow-prod-down prod-exp log-pow *-commutative cbrt-unprod unswap-sqr
distribute-lft-out-- difference-of-squares
Counts
4 → 99
Calls
4 calls:
525.0ms
(+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c)))
115.0ms
(+ (+ (+ (* x (log y)) z) t) a)
17.0ms
(* (- b 0.5) (log c))
10.0ms
(* x (log y))

series460.0ms

Counts
4 → 12
Calls
4 calls:
263.0ms
(+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c)))
86.0ms
(+ (+ (+ (* x (log y)) z) t) a)
63.0ms
(* (- b 0.5) (log c))
47.0ms
(* x (log y))

simplify1.9s

Counts
111 → 111
Iterations
IterNodes
done5000
22060
1580
0228

prune952.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize46.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (+ (+ (* x (log y)) z) (+ t a)) (* (- b 0.5) (log c)))
0.0b
(+ (+ (+ (+ (* x (log y)) z) (+ t a)) (* (- b 0.5) (log c))) (* y i))
0.1b
(* (- b 0.5) (log c))
0.3b
(* x (log y))

rewrite1.2s

Algorithm
rewrite-expression-head
Rules
47×add-log-exp
32×sum-log
20×add-sqr-sqrt frac-add
18×log-prod
16×*-un-lft-identity
14×associate-*l/ add-cube-cbrt
12×flip3-+ flip-+
10×pow1
distribute-rgt-in distribute-lft-in
add-cbrt-cube associate-*r* associate-*l* add-exp-log
flip3-- flip--
associate-+r+
insert-posit16
+-commutative associate-+l+ pow-prod-down prod-exp log-pow *-commutative cbrt-unprod unswap-sqr
distribute-lft-out-- difference-of-squares
Counts
4 → 109
Calls
4 calls:
249.0ms
(+ (+ (+ (* x (log y)) z) (+ t a)) (* (- b 0.5) (log c)))
863.0ms
(+ (+ (+ (+ (* x (log y)) z) (+ t a)) (* (- b 0.5) (log c))) (* y i))
33.0ms
(* (- b 0.5) (log c))
14.0ms
(* x (log y))

series1.3s

Counts
4 → 12
Calls
4 calls:
321.0ms
(+ (+ (+ (* x (log y)) z) (+ t a)) (* (- b 0.5) (log c)))
793.0ms
(+ (+ (+ (+ (* x (log y)) z) (+ t a)) (* (- b 0.5) (log c))) (* y i))
100.0ms
(* (- b 0.5) (log c))
56.0ms
(* x (log y))

simplify3.2s

Counts
121 → 121
Iterations
IterNodes
done5000
24214
11010
0320

prune1.1s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize59.0ms

Local error

Found 4 expressions with local error:

0.3b
(+ (* x (+ (log (cbrt y)) (log (cbrt y)))) (* x (log (cbrt y))))
0.7b
(cbrt y)
0.7b
(cbrt y)
0.7b
(cbrt y)

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
15×cbrt-prod
12×associate-+r+ log-prod
11×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
distribute-rgt-in distribute-lft-in
add-log-exp
pow1 add-cbrt-cube add-exp-log insert-posit16
pow1/3
associate-+l+
+-commutative sum-log flip3-+ flip-+ distribute-lft-out
Counts
4 → 63
Calls
4 calls:
29.0ms
(+ (* x (+ (log (cbrt y)) (log (cbrt y)))) (* x (log (cbrt y))))
1.0ms
(cbrt y)
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series1.1s

Counts
4 → 12
Calls
4 calls:
174.0ms
(+ (* x (+ (log (cbrt y)) (log (cbrt y)))) (* x (log (cbrt y))))
308.0ms
(cbrt y)
339.0ms
(cbrt y)
292.0ms
(cbrt y)

simplify4.7s

Counts
75 → 75
Iterations
IterNodes
done5000
34614
2964
1254
095

prune783.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize107.0ms

Local error

Found 4 expressions with local error:

0.3b
(+ (* x (+ (log (cbrt y)) (log (cbrt y)))) (* x (log (pow y 1/3))))
0.7b
(cbrt y)
0.7b
(cbrt y)
4.9b
(pow y 1/3)

rewrite39.0ms

Algorithm
rewrite-expression-head
Rules
14×associate-+r+ log-prod
12×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
unpow-prod-down
distribute-rgt-in distribute-lft-in
cbrt-prod add-log-exp
pow1 add-exp-log
add-cbrt-cube insert-posit16
pow-unpow sqr-pow
associate-+l+ pow1/3
pow-to-exp +-commutative sum-log pow-pow flip3-+ unpow1/3 pow-exp flip-+ distribute-lft-out
Counts
4 → 72
Calls
4 calls:
30.0ms
(+ (* x (+ (log (cbrt y)) (log (cbrt y)))) (* x (log (pow y 1/3))))
1.0ms
(cbrt y)
2.0ms
(cbrt y)
4.0ms
(pow y 1/3)

series1.0s

Counts
4 → 12
Calls
4 calls:
189.0ms
(+ (* x (+ (log (cbrt y)) (log (cbrt y)))) (* x (log (pow y 1/3))))
275.0ms
(cbrt y)
300.0ms
(cbrt y)
255.0ms
(pow y 1/3)

simplify1.7s

Counts
84 → 84
Iterations
IterNodes
done5001
21185
1346
0134

prune1.1s

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

regimes1.4s

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify13.0ms

Iterations
IterNodes
done43
143
031

end0.0ms

sample7.6s

Algorithm
intervals
Results
4.1s27911×body80nan
1.7s9189×body80valid
2.0msbody1280valid
1.0msbody320valid
0.0msbody640valid
0.0msbody160valid