Details

Time bar (total: 31.1s)

sample383.0ms

Algorithm
intervals
Results
216.0ms1931×body80nan
58.0ms257×body80valid

simplify1.4s

Counts
1 → 1
Iterations
IterNodes
done2012
72012
61574
5899
4374
3147
259
127
015

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.2b

localize33.0ms

Local error

Found 3 expressions with local error:

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

rewrite190.0ms

Algorithm
rewrite-expression-head
Rules
19×log-prod *-un-lft-identity
15×add-sqr-sqrt
11×add-cube-cbrt
10×pow1 add-log-exp
associate-+r+
associate-+l+
distribute-rgt-in distribute-lft-in associate-*l/
sum-log flip3-- add-cbrt-cube associate-*l* add-exp-log log-pow flip-- distribute-lft-out
associate-*r* frac-add
flip3-+ associate-+l- flip-+ insert-posit16
+-commutative log-div diff-log
sub-neg pow-prod-down prod-exp associate--l+ *-commutative cbrt-unprod distribute-lft-out-- difference-of-squares unswap-sqr
Counts
3 → 83
Calls
3 calls:
158.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
16.0ms
(* (- a 0.5) (log t))
13.0ms
(+ (log (+ x y)) (log z))

series422.0ms

Counts
3 → 9
Calls
3 calls:
256.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
61.0ms
(* (- a 0.5) (log t))
105.0ms
(+ (log (+ x y)) (log z))

simplify909.0ms

Counts
92 → 92
Iterations
IterNodes
done2001
22001
1609
0229

prune1.2s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0b

localize56.0ms

Local error

Found 4 expressions with local error:

0.5b
(+ (log (+ y x)) (+ (log (cbrt z)) (log (cbrt z))))
0.6b
(cbrt z)
0.6b
(cbrt z)
0.6b
(cbrt z)

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
25×*-un-lft-identity
19×distribute-lft-out
17×pow1
13×log-pow
cbrt-prod
add-sqr-sqrt add-cube-cbrt
add-log-exp
associate-+l+ log-prod add-cbrt-cube add-exp-log insert-posit16
sum-log pow1/3
log-div flip3-+ associate-+l- flip-+
+-commutative associate-+r+
Counts
4 → 66
Calls
4 calls:
29.0ms
(+ (log (+ y x)) (+ (log (cbrt z)) (log (cbrt z))))
1.0ms
(cbrt z)
1.0ms
(cbrt z)
1.0ms
(cbrt z)

series928.0ms

Counts
4 → 12
Calls
4 calls:
167.0ms
(+ (log (+ y x)) (+ (log (cbrt z)) (log (cbrt z))))
229.0ms
(cbrt z)
283.0ms
(cbrt z)
249.0ms
(cbrt z)

simplify876.0ms

Counts
78 → 78
Iterations
IterNodes
done2000
32000
2602
1218
087

prune1.2s

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0b

localize63.0ms

Local error

Found 4 expressions with local error:

0.5b
(+ (log (+ x y)) (log z))
0.6b
(cbrt t)
0.6b
(cbrt t)
0.6b
(cbrt t)

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
15×*-un-lft-identity
cbrt-prod add-sqr-sqrt add-cube-cbrt
pow1
log-prod
distribute-lft-out
associate-+l+ add-cbrt-cube add-exp-log log-pow insert-posit16 add-log-exp
associate-+r+ pow1/3
log-div flip3-+ associate-+l- flip-+
+-commutative sum-log
Counts
4 → 61
Calls
4 calls:
14.0ms
(+ (log (+ x y)) (log z))
1.0ms
(cbrt t)
1.0ms
(cbrt t)
1.0ms
(cbrt t)

series790.0ms

Counts
4 → 12
Calls
4 calls:
83.0ms
(+ (log (+ x y)) (log z))
224.0ms
(cbrt t)
252.0ms
(cbrt t)
231.0ms
(cbrt t)

simplify1.0s

Counts
73 → 73
Iterations
IterNodes
done2000
42000
31283
2498
1192
094

prune1.4s

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0b

localize58.0ms

Local error

Found 4 expressions with local error:

0.3b
(cbrt (- a 0.5))
0.4b
(* (cbrt (- a 0.5)) (log t))
0.5b
(+ (log (+ x y)) (log z))
0.8b
(* (cbrt (- a 0.5)) (cbrt (- a 0.5)))

rewrite52.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt *-un-lft-identity
39×cbrt-prod
20×add-cube-cbrt
18×pow1
16×cbrt-div associate-*l*
13×log-prod
12×associate-*r*
10×swap-sqr
flip3-- add-exp-log flip-- distribute-lft-out--
pow1/3
difference-of-squares unswap-sqr
add-cbrt-cube log-pow distribute-lft-out
frac-times associate-+l+ associate-*l/ insert-posit16 add-log-exp
distribute-rgt-in associate-+r+ distribute-lft-in pow-prod-down
log-div flip3-+ prod-exp associate-*r/ pow-sqr *-commutative pow-prod-up associate-+l- cbrt-unprod flip-+
pow2 +-commutative sum-log pow-plus
Counts
4 → 132
Calls
4 calls:
3.0ms
(cbrt (- a 0.5))
15.0ms
(* (cbrt (- a 0.5)) (log t))
8.0ms
(+ (log (+ x y)) (log z))
23.0ms
(* (cbrt (- a 0.5)) (cbrt (- a 0.5)))

series728.0ms

Counts
4 → 12
Calls
4 calls:
166.0ms
(cbrt (- a 0.5))
243.0ms
(* (cbrt (- a 0.5)) (log t))
117.0ms
(+ (log (+ x y)) (log z))
201.0ms
(* (cbrt (- a 0.5)) (cbrt (- a 0.5)))

simplify1.4s

Counts
144 → 144
Iterations
IterNodes
done2000
22000
1751
0326

prune2.4s

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0b

regimes1.3s

Accuracy

0% (0.2b remaining)

Error of 0.3b against oracle of 0.1b and baseline of 0.3b

bsearch0.0ms

simplify4.0ms

Iterations
IterNodes
done23
123
018

end0.0ms

sample14.2s

Algorithm
intervals
Results
9.5s56487×body80nan
1.2s8032×body80valid