Details

Time bar (total: 56.4s)

sample85.0ms

Algorithm
intervals
Results
27.0ms258×body80valid
19.0ms280×body80nan

simplify33.1s

Counts
1 → 1
Iterations

Useful iterations: 4 (195.0ms)

IterNodesCost
01012
12112
26312
320312
447611
5103011
6172111
7240411
8273111
9278511
10302911
11327711
12351811
13382211
14417611
15422211
16424211
done424211

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.2b

localize16.0ms

Local error

Found 2 expressions with local error:

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

rewrite71.0ms

Algorithm
rewrite-expression-head
Rules
12×*-un-lft-identity
10×add-sqr-sqrt
add-cube-cbrt
add-log-exp
log-prod
pow1 associate-+l+
add-exp-log associate-*r* associate-*l* add-cbrt-cube
distribute-rgt-in fma-def distribute-lft-in prod-diff
expm1-log1p-u flip3-+ associate-*l/ sum-log flip-+ log1p-expm1-u distribute-lft-out
+-commutative associate-+l- sub-neg diff-log pow-prod-down prod-exp log-pow *-commutative cbrt-unprod unswap-sqr
Counts
2 → 54
Calls
2 calls:
37.0ms
(+ (- x (* (+ y 0.5) (log y))) y)
31.0ms
(* (+ y 0.5) (log y))

series402.0ms

Counts
2 → 6
Calls
2 calls:
57.0ms
(+ (- x (* (+ y 0.5) (log y))) y)
345.0ms
(* (+ y 0.5) (log y))

simplify3.1s

Counts
60 → 60
Iterations

Useful iterations: 3 (1.8s)

IterNodesCost
0120712
1313673
2975601
33844577
done5000577

prune292.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize19.0ms

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)

rewrite116.0ms

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*
expm1-log1p-u associate-*r/ associate-*l* frac-add log1p-expm1-u
pow1/3
associate-+l+ log-pow
+-commutative fma-def pow-prod-down prod-exp sum-log *-commutative cbrt-unprod distribute-lft-out unswap-sqr
Counts
4 → 95
Calls
4 calls:
47.0ms
(* (+ y 0.5) (log (cbrt y)))
60.0ms
(+ (* (* 2 (log (cbrt y))) (+ y 0.5)) (* (+ y 0.5) (log (cbrt y))))
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series3.1s

Counts
4 → 12
Calls
4 calls:
767.0ms
(* (+ y 0.5) (log (cbrt y)))
1.7s
(+ (* (* 2 (log (cbrt y))) (+ y 0.5)) (* (+ y 0.5) (log (cbrt y))))
325.0ms
(cbrt y)
322.0ms
(cbrt y)

simplify2.1s

Counts
107 → 107
Iterations

Useful iterations: done (2.1s)

IterNodesCost
01731530
15131362
221381145
done50021113

prune542.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0b

localize28.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma 3 y 1.5)
0.1b
(+ (- x (* (log (cbrt y)) (fma 3 y 1.5))) y)
0.3b
(* (log (cbrt y)) (fma 3 y 1.5))
0.6b
(cbrt y)

rewrite80.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity
add-cube-cbrt add-log-exp
pow1
add-exp-log add-cbrt-cube
associate-+l+ associate-*l*
expm1-log1p-u log1p-expm1-u
cbrt-prod fma-def associate-*r* prod-diff fma-udef
pow1/3 sum-log log-pow
+-commutative distribute-rgt-in associate-+l- sub-neg distribute-lft-in flip3-+ diff-log pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ distribute-lft-out unswap-sqr
Counts
4 → 71
Calls
4 calls:
1.0ms
(fma 3 y 1.5)
46.0ms
(+ (- x (* (log (cbrt y)) (fma 3 y 1.5))) y)
28.0ms
(* (log (cbrt y)) (fma 3 y 1.5))
2.0ms
(cbrt y)

series1.2s

Counts
4 → 12
Calls
4 calls:
44.0ms
(fma 3 y 1.5)
88.0ms
(+ (- x (* (log (cbrt y)) (fma 3 y 1.5))) y)
719.0ms
(* (log (cbrt y)) (fma 3 y 1.5))
310.0ms
(cbrt y)

simplify3.4s

Counts
83 → 83
Iterations

Useful iterations: done (3.4s)

IterNodesCost
0123922
1271886
2873785
33707738
done5000701

prune424.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0b

localize35.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma 3 y 1.5)
0.1b
(+ (- x (* (log (pow y 1/3)) (fma 3 y 1.5))) y)
0.3b
(* (log (pow y 1/3)) (fma 3 y 1.5))
5.2b
(pow y 1/3)

rewrite60.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt *-un-lft-identity
10×add-cube-cbrt
add-log-exp
pow1 add-exp-log
add-cbrt-cube
associate-+l+
expm1-log1p-u associate-*l* log1p-expm1-u
unpow-prod-down pow-unpow fma-def associate-*r* prod-diff fma-udef
sum-log
+-commutative distribute-rgt-in pow-to-exp associate-+l- sub-neg pow-pow distribute-lft-in flip3-+ unpow1/3 diff-log pow-prod-down pow-exp prod-exp log-pow *-commutative cbrt-unprod flip-+ distribute-lft-out unswap-sqr sqr-pow
Counts
4 → 77
Calls
4 calls:
1.0ms
(fma 3 y 1.5)
44.0ms
(+ (- x (* (log (pow y 1/3)) (fma 3 y 1.5))) y)
9.0ms
(* (log (pow y 1/3)) (fma 3 y 1.5))
3.0ms
(pow y 1/3)

series1.1s

Counts
4 → 12
Calls
4 calls:
48.0ms
(fma 3 y 1.5)
93.0ms
(+ (- x (* (log (pow y 1/3)) (fma 3 y 1.5))) y)
715.0ms
(* (log (pow y 1/3)) (fma 3 y 1.5))
260.0ms
(pow y 1/3)

simplify4.4s

Counts
89 → 89
Iterations

Useful iterations: done (4.4s)

IterNodesCost
01431025
1332901
21069782
34561746
done5000708

prune484.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

regimes159.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify2.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01012
11312
done1312

end0.0ms

sample2.2s

Algorithm
intervals
Results
994.0ms8056×body80valid
511.0ms8340×body80nan
0.0msbody320valid