Details

Time bar (total: 6.9s)

sample44.0ms

Algorithm
intervals
Results
11.0ms257×body80valid
10.0ms266×body80nan

simplify2.0s

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01012
12112
26012
316312
449312
599912
6175912
7341412
8479612
done500012

prune3.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 0.1b

Counts
2 → 1

localize9.0ms

Local error

Found 3 expressions with local error:

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

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
17×add-log-exp
16×*-un-lft-identity
11×add-sqr-sqrt
add-cube-cbrt
pow1 log-prod
add-exp-log diff-log add-cbrt-cube
associate-*r* associate-*l* sum-log
distribute-rgt-in distribute-lft-in distribute-lft-out
associate-+l- sub-neg associate-+l+ flip3-+ associate-*l/ flip-+ distribute-lft-out--
+-commutative associate--l- flip3-- pow-prod-down prod-exp associate--l+ log-pow *-commutative flip-- cbrt-unprod difference-of-squares unswap-sqr
Counts
3 → 63
Calls
3 calls:
8.0ms
(- (+ (- x (* (+ y 0.5) (log y))) y) z)
6.0ms
(+ (- x (* (+ y 0.5) (log y))) y)
7.0ms
(* (+ y 0.5) (log y))

series58.0ms

Counts
3 → 9
Calls
3 calls:
17.0ms
(- (+ (- x (* (+ y 0.5) (log y))) y) z)
12.0ms
(+ (- x (* (+ y 0.5) (log y))) y)
29.0ms
(* (+ y 0.5) (log y))

simplify441.0ms

Counts
72 → 72
Iterations

Useful iterations: done (439.0ms)

IterNodesCost
01591062
1415986
21370880
done5001849

prune119.0ms

Filtered
50 candidates to 72 candidates (-44.0%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New64872
Fresh000
Picked101
Done000
Total65873

Merged error: 0.0b

Counts
73 → 8

localize12.0ms

Local error

Found 3 expressions with local error:

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

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
16×*-un-lft-identity
14×add-log-exp
13×add-sqr-sqrt
12×log-prod
add-cube-cbrt
pow1 distribute-rgt-in distribute-lft-in associate--r+
add-exp-log diff-log add-cbrt-cube
associate-*r* associate-*l*
sub-neg flip3-- associate-*l/ sum-log flip-- distribute-lft-out distribute-lft-out--
associate--l- associate-+r- flip3-+ pow-prod-down prod-exp associate--l+ log-pow *-commutative cbrt-unprod flip-+ difference-of-squares unswap-sqr
Counts
3 → 65
Calls
3 calls:
8.0ms
(- (+ x (- y (* (+ y 0.5) (log y)))) z)
4.0ms
(- y (* (+ y 0.5) (log y)))
7.0ms
(* (+ y 0.5) (log y))

series82.0ms

Counts
3 → 9
Calls
3 calls:
20.0ms
(- (+ x (- y (* (+ y 0.5) (log y)))) z)
39.0ms
(- y (* (+ y 0.5) (log y)))
23.0ms
(* (+ y 0.5) (log y))

simplify426.0ms

Counts
74 → 74
Iterations

Useful iterations: done (424.0ms)

IterNodesCost
01611048
1413969
21381847
done5001829

prune102.0ms

Filtered
54 candidates to 74 candidates (-37.0%)
Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New73174
Fresh257
Picked011
Done000
Total75782

Merged error: 0.0b

Counts
82 → 7

localize13.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (- y (* (log (sqrt y)) (+ y 0.5))) (* (+ y 0.5) (log (sqrt y))))
0.1b
(- y (* (log (sqrt y)) (+ y 0.5)))
0.2b
(* (+ y 0.5) (log (sqrt y)))
0.2b
(* (log (sqrt y)) (+ y 0.5))

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
24×log-prod
20×add-sqr-sqrt *-un-lft-identity
16×add-cube-cbrt
14×distribute-rgt-in distribute-lft-in associate--r+
12×pow1 sqrt-prod
11×add-log-exp
10×associate-*r* associate-*l*
add-exp-log add-cbrt-cube
associate-*l/ log-pow
flip3-- flip3-+ diff-log frac-sub flip-- flip-+
sub-neg
sqrt-pow1 pow1/2 associate-*r/ pow-prod-down prod-exp associate--l+ *-commutative cbrt-unprod distribute-lft-out unswap-sqr
associate--l-
Counts
4 → 108
Calls
4 calls:
8.0ms
(- (- y (* (log (sqrt y)) (+ y 0.5))) (* (+ y 0.5) (log (sqrt y))))
3.0ms
(- y (* (log (sqrt y)) (+ y 0.5)))
8.0ms
(* (+ y 0.5) (log (sqrt y)))
10.0ms
(* (log (sqrt y)) (+ y 0.5))

series46.0ms

Counts
4 → 12
Calls
4 calls:
18.0ms
(- (- y (* (log (sqrt y)) (+ y 0.5))) (* (+ y 0.5) (log (sqrt y))))
13.0ms
(- y (* (log (sqrt y)) (+ y 0.5)))
7.0ms
(* (+ y 0.5) (log (sqrt y)))
8.0ms
(* (log (sqrt y)) (+ y 0.5))

simplify694.0ms

Counts
120 → 120
Iterations

Useful iterations: done (690.0ms)

IterNodesCost
02422289
16762150
227831850
done50001830

prune182.0ms

Filtered
88 candidates to 120 candidates (-36.4%)
Pruning

8 alts after pruning (6 fresh and 2 done)

PrunedKeptTotal
New1191120
Fresh055
Picked011
Done011
Total1198127

Merged error: 0b

Counts
127 → 8

localize18.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (+ y 0.5) (log (cbrt y)))
0.3b
(+ (* (* 2 (log (cbrt y))) (+ y 0.5)) (* (+ y 0.5) (log (cbrt y))))
0.6b
(cbrt y)
0.6b
(cbrt y)

rewrite27.0ms

Algorithm
rewrite-expression-head
Rules
24×log-prod
18×cbrt-prod add-sqr-sqrt *-un-lft-identity
16×add-cube-cbrt
13×distribute-rgt-in distribute-lft-in
12×associate-+r+
pow1
add-exp-log flip3-+ associate-*l/ add-cbrt-cube flip-+ add-log-exp
associate-*r*
associate-*r/ associate-*l* frac-add
pow1/3
associate-+l+ log-pow
+-commutative pow-prod-down prod-exp sum-log *-commutative cbrt-unprod distribute-lft-out unswap-sqr
Counts
4 → 86
Calls
4 calls:
8.0ms
(* (+ y 0.5) (log (cbrt y)))
12.0ms
(+ (* (* 2 (log (cbrt y))) (+ y 0.5)) (* (+ y 0.5) (log (cbrt y))))
2.0ms
(cbrt y)
2.0ms
(cbrt y)

series238.0ms

Counts
4 → 12
Calls
4 calls:
66.0ms
(* (+ y 0.5) (log (cbrt y)))
123.0ms
(+ (* (* 2 (log (cbrt y))) (+ y 0.5)) (* (+ y 0.5) (log (cbrt y))))
24.0ms
(cbrt y)
24.0ms
(cbrt y)

simplify551.0ms

Counts
98 → 98
Iterations

Useful iterations: done (548.0ms)

IterNodesCost
01861544
15221411
219541154
done50001149

prune140.0ms

Filtered
80 candidates to 98 candidates (-22.5%)
Pruning

8 alts after pruning (5 fresh and 3 done)

PrunedKeptTotal
New98098
Fresh055
Picked011
Done022
Total988106

Merged error: 0b

Counts
106 → 8

regimes354.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify1.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01012
11312
done1312

end0.0ms

sample1.3s

Algorithm
intervals
Results
354.0ms8036×body80valid
303.0ms7856×body80nan

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