Details

Time bar (total: 23.7s)

sample267.0ms

Algorithm
intervals
Results
80.0ms799×body80nan
54.0ms186×body80valid
17.0ms28×body640valid
13.0ms11×body1280valid
9.0ms23×body320valid
3.0ms11×body160valid

simplify673.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01213
12113
23013
33813
44413
55913
68313
710513
812413
913213
1013913
1114013
done14013

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 8.2b

localize26.0ms

Local error

Found 3 expressions with local error:

0.0b
(* z (log (- 1.0 y)))
0.3b
(* x (log y))
4.5b
(log (- 1.0 y))

rewrite45.0ms

Algorithm
rewrite-expression-head
Rules
22×add-sqr-sqrt
21×log-prod
18×*-un-lft-identity
12×add-cube-cbrt
10×pow1
add-exp-log distribute-rgt-in distribute-lft-in associate-*r*
add-cbrt-cube
associate-*l*
log-pow distribute-lft-out-- add-log-exp difference-of-squares
log-div pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
flip3-- rem-log-exp flip--
Counts
3 → 70
Calls
3 calls:
26.0ms
(* z (log (- 1.0 y)))
9.0ms
(* x (log y))
6.0ms
(log (- 1.0 y))

series238.0ms

Counts
3 → 9
Calls
3 calls:
115.0ms
(* z (log (- 1.0 y)))
53.0ms
(* x (log y))
70.0ms
(log (- 1.0 y))

simplify3.6s

Counts
79 → 79
Iterations

Useful iterations: done (3.6s)

IterNodesCost
0168766
1333740
2715664
31408637
43831633
done5000630

prune377.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.1b

localize34.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* z (- (log 1.0) (* 1.0 y))) (* 1/2 (/ (* z (pow y 2)) (pow 1.0 2))))
0.0b
(* 1/2 (/ (* z (pow y 2)) (pow 1.0 2)))
0.3b
(* x (log y))
6.9b
(* z (pow y 2))

rewrite75.0ms

Algorithm
rewrite-expression-head
Rules
51×add-exp-log
27×add-sqr-sqrt
26×prod-exp
24×associate-*r*
17×add-cube-cbrt *-un-lft-identity add-cbrt-cube
16×associate--l+
12×log-prod div-exp
pow1 associate-*l*
distribute-rgt-in pow-to-exp distribute-lft-in times-frac pow-exp
unpow-prod-down
cbrt-unprod add-log-exp unswap-sqr
associate-*r/
sub-neg *-commutative unpow2 sqr-pow
cbrt-undiv flip3-- pow-prod-down frac-sub flip--
diff-log log-pow div-inv
Counts
4 → 118
Calls
4 calls:
22.0ms
(- (* z (- (log 1.0) (* 1.0 y))) (* 1/2 (/ (* z (pow y 2)) (pow 1.0 2))))
28.0ms
(* 1/2 (/ (* z (pow y 2)) (pow 1.0 2)))
9.0ms
(* x (log y))
12.0ms
(* z (pow y 2))

series331.0ms

Counts
4 → 12
Calls
4 calls:
163.0ms
(- (* z (- (log 1.0) (* 1.0 y))) (* 1/2 (/ (* z (pow y 2)) (pow 1.0 2))))
83.0ms
(* 1/2 (/ (* z (pow y 2)) (pow 1.0 2)))
47.0ms
(* x (log y))
38.0ms
(* z (pow y 2))

simplify1.5s

Counts
130 → 130
Iterations

Useful iterations: done (1.5s)

IterNodesCost
02491827
15861682
217591520
done50001507

prune707.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.1b

localize63.0ms

Local error

Found 4 expressions with local error:

0.3b
(+ (* x (* 2 (log (cbrt y)))) (* (log (cbrt y)) x))
0.6b
(cbrt y)
0.6b
(cbrt y)
6.9b
(* z (pow y 2))

rewrite65.0ms

Algorithm
rewrite-expression-head
Rules
24×distribute-rgt-in associate-+l+ log-prod distribute-lft-in
23×add-sqr-sqrt
18×cbrt-prod
17×add-cube-cbrt *-un-lft-identity
add-exp-log
associate-*r*
add-cbrt-cube add-log-exp
pow1 unpow-prod-down unswap-sqr
associate-*l* prod-exp
pow1/3 unpow2 sqr-pow
+-commutative pow-to-exp flip3-+ pow-exp sum-log *-commutative cbrt-unprod flip-+
Counts
4 → 84
Calls
4 calls:
48.0ms
(+ (* x (* 2 (log (cbrt y)))) (* (log (cbrt y)) x))
1.0ms
(cbrt y)
1.0ms
(cbrt y)
12.0ms
(* z (pow y 2))

series889.0ms

Counts
4 → 12
Calls
4 calls:
179.0ms
(+ (* x (* 2 (log (cbrt y)))) (* (log (cbrt y)) x))
377.0ms
(cbrt y)
295.0ms
(cbrt y)
37.0ms
(* z (pow y 2))

simplify5.3s

Counts
96 → 96
Iterations

Useful iterations: done (5.3s)

IterNodesCost
0145974
1352861
2982704
34551659
done5000604

prune799.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.1b

localize49.0ms

Local error

Found 4 expressions with local error:

0.3b
(+ (* x (* 2 (log (cbrt y)))) (* (log (pow y 1/3)) x))
0.6b
(cbrt y)
5.1b
(pow y 1/3)
6.9b
(* z (pow y 2))

rewrite71.0ms

Algorithm
rewrite-expression-head
Rules
24×distribute-rgt-in add-sqr-sqrt associate-+l+ log-prod distribute-lft-in
18×add-cube-cbrt *-un-lft-identity
15×cbrt-prod
10×add-exp-log
associate-*r*
unpow-prod-down
add-cbrt-cube add-log-exp
pow1
unswap-sqr
pow-unpow associate-*l* prod-exp sqr-pow
pow-to-exp pow-exp unpow2
+-commutative pow-pow flip3-+ unpow1/3 pow1/3 sum-log *-commutative cbrt-unprod flip-+
Counts
4 → 91
Calls
4 calls:
51.0ms
(+ (* x (* 2 (log (cbrt y)))) (* (log (pow y 1/3)) x))
1.0ms
(cbrt y)
3.0ms
(pow y 1/3)
13.0ms
(* z (pow y 2))

series753.0ms

Counts
4 → 12
Calls
4 calls:
179.0ms
(+ (* x (* 2 (log (cbrt y)))) (* (log (pow y 1/3)) x))
234.0ms
(cbrt y)
302.0ms
(pow y 1/3)
38.0ms
(* z (pow y 2))

simplify1.1s

Counts
103 → 103
Iterations

Useful iterations: done (1.1s)

IterNodesCost
01761083
1416887
21137736
done5001692

prune665.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.1b

regimes217.0ms

Accuracy

0% (0.3b remaining)

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

bsearch0.0ms

simplify8.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02837
13737
done3737

end0.0ms

sample5.9s

Algorithm
intervals
Results
2.3s24209×body80nan
725.0ms900×body640valid
513.0ms5516×body80valid
363.0ms446×body1280valid
201.0ms723×body320valid
95.0ms449×body160valid