Details

Time bar (total: 26.6s)

sample774.0ms

Algorithm
intervals
Results
563.0ms956×body80nan
41.0ms292×body80valid

simplify2.4s

Counts
1 → 1
Iterations
IterNodes
done5000
41645
3401
299
138
020

prune24.0ms

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)
0.0b
(+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c)))
0.1b
(* (- b 0.5) (log c))
0.2b
(* x (log y))

rewrite729.0ms

Algorithm
rewrite-expression-head
Rules
24×log-prod
22×add-sqr-sqrt
20×add-log-exp
18×*-un-lft-identity
16×add-cube-cbrt
12×distribute-rgt-in distribute-lft-in
11×sum-log
10×pow1
add-cbrt-cube associate-*r* associate-*l* add-exp-log
associate-+l+
associate-+r+ associate-*l/
flip3-+ frac-add flip-+
flip3-- flip--
+-commutative pow-prod-down prod-exp log-pow *-commutative cbrt-unprod unswap-sqr
distribute-lft-out-- difference-of-squares
Counts
4 → 96
Calls
4 calls:
14.0ms
(+ (* x (log y)) z)
678.0ms
(+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c)))
24.0ms
(* (- b 0.5) (log c))
7.0ms
(* x (log y))

series624.0ms

Counts
4 → 12
Calls
4 calls:
73.0ms
(+ (* x (log y)) z)
398.0ms
(+ (+ (+ (+ (* x (log y)) z) t) a) (* (- b 0.5) (log c)))
76.0ms
(* (- b 0.5) (log c))
77.0ms
(* x (log y))

simplify920.0ms

Counts
108 → 108
Iterations
IterNodes
done5001
22483
1643
0241

prune869.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize45.0ms

Local error

Found 4 expressions with local error:

0.2b
(* x (log y))
0.3b
(+ (* (* 2 (log (cbrt c))) (- b 0.5)) (* (log (cbrt c)) (- b 0.5)))
0.6b
(cbrt c)
0.6b
(cbrt c)

rewrite55.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt
10×*-un-lft-identity add-cube-cbrt
associate-*r/
distribute-rgt-in pow1 distribute-lft-in
cbrt-prod log-prod add-cbrt-cube add-exp-log add-log-exp
associate-+l+ associate-+r+ sub-neg flip3-- associate-*r* frac-add flip--
associate-*l*
pow1/3
+-commutative sum-log flip3-+ distribute-rgt-out pow-prod-down prod-exp log-pow *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
4 → 71
Calls
4 calls:
13.0ms
(* x (log y))
36.0ms
(+ (* (* 2 (log (cbrt c))) (- b 0.5)) (* (log (cbrt c)) (- b 0.5)))
1.0ms
(cbrt c)
1.0ms
(cbrt c)

series1.0s

Counts
4 → 12
Calls
4 calls:
41.0ms
(* x (log y))
404.0ms
(+ (* (* 2 (log (cbrt c))) (- b 0.5)) (* (log (cbrt c)) (- b 0.5)))
323.0ms
(cbrt c)
275.0ms
(cbrt c)

simplify874.0ms

Counts
83 → 83
Iterations
IterNodes
done5000
21851
1457
0164

prune819.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize36.0ms

Local error

Found 4 expressions with local error:

0.0b
(log (cbrt c))
0.2b
(* x (log y))
0.3b
(* (log (cbrt c)) (- (* b 3) 1.5))
0.6b
(cbrt c)

rewrite41.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
13×*-un-lft-identity add-cube-cbrt
12×log-prod
11×pow1
add-exp-log
add-cbrt-cube associate-*l*
associate-*r*
cbrt-prod
distribute-rgt-in distribute-lft-in log-pow
add-log-exp
pow1/3
sub-neg pow-prod-down prod-exp associate-*r/ *-commutative cbrt-unprod unswap-sqr
flip3-- rem-log-exp flip--
Counts
4 → 78
Calls
4 calls:
1.0ms
(log (cbrt c))
7.0ms
(* x (log y))
30.0ms
(* (log (cbrt c)) (- (* b 3) 1.5))
1.0ms
(cbrt c)

series986.0ms

Counts
4 → 12
Calls
4 calls:
397.0ms
(log (cbrt c))
73.0ms
(* x (log y))
281.0ms
(* (log (cbrt c)) (- (* b 3) 1.5))
234.0ms
(cbrt c)

simplify721.0ms

Counts
90 → 90
Iterations
IterNodes
done5000
21150
1322
0149

prune859.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize58.0ms

Local error

Found 4 expressions with local error:

0.3b
(* x (log (cbrt y)))
0.3b
(* x (* 2 (log (cbrt y))))
0.6b
(cbrt y)
0.6b
(cbrt y)

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
36×log-prod
30×distribute-rgt-in distribute-lft-in
24×cbrt-prod
23×add-sqr-sqrt
21×*-un-lft-identity add-cube-cbrt
12×pow1
11×add-cbrt-cube add-exp-log
associate-*r* associate-*l*
pow-prod-down prod-exp cbrt-unprod add-log-exp
pow1/3
log-pow *-commutative
unswap-sqr
Counts
4 → 96
Calls
4 calls:
16.0ms
(* x (log (cbrt y)))
34.0ms
(* x (* 2 (log (cbrt y))))
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series832.0ms

Counts
4 → 12
Calls
4 calls:
123.0ms
(* x (log (cbrt y)))
109.0ms
(* x (* 2 (log (cbrt y))))
298.0ms
(cbrt y)
303.0ms
(cbrt y)

simplify854.0ms

Counts
108 → 108
Iterations
IterNodes
done5000
21408
1394
0155

prune923.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0b

regimes1.7s

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
done44
144
030

end0.0ms

sample10.4s

Algorithm
intervals
Results
4.4s27501×body80nan
2.2s9199×body80valid
1.0msbody640valid
1.0msbody1280valid
1.0msbody320valid