Details

Time bar (total: 1.3m)

sample457.0ms

Algorithm
intervals
Results
230.0ms1738×body80nan
79.0ms257×body80valid

simplify5.8s

Counts
1 → 1
Iterations
IterNodes
done5000
73797
61641
5929
4379
3147
259
127
015

prune27.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.3b

localize62.0ms

Local error

Found 4 expressions with local error:

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

rewrite635.0ms

Algorithm
rewrite-expression-head
Rules
30×*-un-lft-identity
19×log-prod
18×add-sqr-sqrt
15×pow1
14×add-log-exp
12×add-cube-cbrt
associate-+r+ log-pow distribute-lft-out
associate-+l+
add-exp-log distribute-rgt-in flip3-- distribute-lft-in associate-*l/ sum-log add-cbrt-cube flip-- distribute-lft-out--
associate-+l- associate-*l*
log-div flip3-+ diff-log associate-*r* frac-add flip-+
+-commutative associate--l- sub-neg associate--l+ difference-of-squares
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 102
Calls
4 calls:
120.0ms
(- (+ (log (+ x y)) (log z)) t)
429.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
47.0ms
(* (- a 0.5) (log t))
29.0ms
(+ (log (+ x y)) (log z))

series953.0ms

Counts
4 → 12
Calls
4 calls:
326.0ms
(- (+ (log (+ x y)) (log z)) t)
387.0ms
(+ (- (+ (log (+ x y)) (log z)) t) (* (- a 0.5) (log t)))
107.0ms
(* (- a 0.5) (log t))
132.0ms
(+ (log (+ x y)) (log z))

simplify3.5s

Counts
114 → 114
Iterations
IterNodes
done5003
22252
1632
0239

prune1.3s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.0b

localize112.0ms

Local error

Found 4 expressions with local error:

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

rewrite142.0ms

Algorithm
rewrite-expression-head
Rules
36×cbrt-prod
35×*-un-lft-identity
23×add-sqr-sqrt
18×cbrt-div
15×add-cube-cbrt
11×pow1
flip3-+ pow1/3 swap-sqr flip-+ distribute-lft-out
associate-*r* associate-*l*
add-exp-log
frac-times add-cbrt-cube add-log-exp unswap-sqr
associate-*r/ pow-prod-down associate-*l/ pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 95
Calls
4 calls:
90.0ms
(* (cbrt (+ x y)) (cbrt (+ x y)))
29.0ms
(cbrt (+ x y))
9.0ms
(cbrt (+ x y))
8.0ms
(cbrt (+ x y))

series1.0s

Counts
4 → 12
Calls
4 calls:
324.0ms
(* (cbrt (+ x y)) (cbrt (+ x y)))
249.0ms
(cbrt (+ x y))
237.0ms
(cbrt (+ x y))
230.0ms
(cbrt (+ x y))

simplify3.0s

Counts
107 → 107
Iterations
IterNodes
done5001
31734
2681
1276
0116

prune1.8s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize190.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt (+ x y)) (cbrt (+ x y)))
0.6b
(cbrt (+ x y))
0.6b
(cbrt (+ x y))
5.0b
(pow (+ x y) 1/3)

rewrite121.0ms

Algorithm
rewrite-expression-head
Rules
36×*-un-lft-identity
32×cbrt-prod
24×add-sqr-sqrt
16×add-cube-cbrt cbrt-div
12×pow1
swap-sqr distribute-lft-out
flip3-+ pow1/3 flip-+
add-exp-log associate-*r* associate-*l*
frac-times unpow-prod-down add-cbrt-cube add-log-exp unswap-sqr
pow-unpow
associate-*r/ pow-prod-down associate-*l/ pow-sqr pow-prod-up
pow2 pow-to-exp pow-pow pow-plus unpow1/3 pow-exp prod-exp *-commutative cbrt-unprod sqr-pow
Counts
4 → 100
Calls
4 calls:
75.0ms
(* (cbrt (+ x y)) (cbrt (+ x y)))
8.0ms
(cbrt (+ x y))
8.0ms
(cbrt (+ x y))
19.0ms
(pow (+ x y) 1/3)

series1.1s

Counts
4 → 12
Calls
4 calls:
328.0ms
(* (cbrt (+ x y)) (cbrt (+ x y)))
237.0ms
(cbrt (+ x y))
248.0ms
(cbrt (+ x y))
248.0ms
(pow (+ x y) 1/3)

simplify4.4s

Counts
112 → 112
Iterations
IterNodes
done5007
32689
21112
1405
0145

prune1.9s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize86.0ms

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)

rewrite42.0ms

Algorithm
rewrite-expression-head
Rules
15×*-un-lft-identity
cbrt-prod add-sqr-sqrt add-cube-cbrt
pow1
log-prod
distribute-lft-out
add-exp-log associate-+l+ log-pow add-cbrt-cube add-log-exp
associate-+r+ pow1/3
associate-+l- log-div flip3-+ flip-+
+-commutative sum-log
Counts
4 → 57
Calls
4 calls:
27.0ms
(+ (log (+ x y)) (log z))
2.0ms
(cbrt t)
2.0ms
(cbrt t)
6.0ms
(cbrt t)

series2.9s

Counts
4 → 12
Calls
4 calls:
251.0ms
(+ (log (+ x y)) (log z))
682.0ms
(cbrt t)
791.0ms
(cbrt t)
1.2s
(cbrt t)

simplify9.9s

Counts
69 → 69
Iterations
IterNodes
done5000
44380
31261
2496
1191
092

prune1.4s

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

regimes4.3s

Accuracy

0% (0.2b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 0.3b

bsearch0.0ms

simplify13.0ms

Iterations
IterNodes
done26
126
021

end7.0ms

sample32.3s

Algorithm
intervals
Results
22.2s55171×body80nan
5.6s8031×body80valid