Details

Time bar (total: 15.5s)

sample59.0ms

Algorithm
intervals
Results
16.0ms282×body80valid
13.0ms279×body80nan

simplify1.8s

Counts
1 → 1
Iterations
IterNodes
done5001
73816
62185
5878
4312
3107
251
125
011

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize34.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* x 0.5) (* y (+ (- 1.0 z) (log z))))
0.0b
(+ (- 1.0 z) (log z))
0.2b
(* y (+ (- 1.0 z) (log z)))

rewrite165.0ms

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity
pow1
add-sqr-sqrt distribute-lft-out add-log-exp
associate-*r*
add-cube-cbrt
associate-+r+ add-cbrt-cube add-exp-log
log-pow distribute-lft-out--
log-prod sum-log flip3-+ associate-*l* flip-+
distribute-rgt-in +-commutative associate-+l+ distribute-lft-in associate-*r/
sub-neg diff-log pow-prod-down prod-exp *-commutative associate-+l- cbrt-unprod unswap-sqr
Counts
3 → 61
Calls
3 calls:
23.0ms
(+ (* x 0.5) (* y (+ (- 1.0 z) (log z))))
32.0ms
(+ (- 1.0 z) (log z))
106.0ms
(* y (+ (- 1.0 z) (log z)))

series499.0ms

Counts
3 → 9
Calls
3 calls:
84.0ms
(+ (* x 0.5) (* y (+ (- 1.0 z) (log z))))
308.0ms
(+ (- 1.0 z) (log z))
107.0ms
(* y (+ (- 1.0 z) (log z)))

simplify1.2s

Counts
70 → 70
Iterations
IterNodes
done5001
21672
1363
0126

prune434.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize23.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* x 0.5) (* y (+ (+ (- 1.0 z) (log (sqrt z))) (log (sqrt z)))))
0.0b
(+ (- 1.0 z) (log (sqrt z)))
0.0b
(+ (+ (- 1.0 z) (log (sqrt z))) (log (sqrt z)))
0.2b
(* y (+ (+ (- 1.0 z) (log (sqrt z))) (log (sqrt z))))

rewrite678.0ms

Algorithm
rewrite-expression-head
Rules
64×*-un-lft-identity
40×distribute-lft-out
26×pow1
20×log-pow
14×associate-+r+
13×associate-*r* add-log-exp
12×add-sqr-sqrt log-prod
10×add-cube-cbrt distribute-lft-out--
sum-log
add-cbrt-cube add-exp-log sqrt-prod
flip3-+ flip-+
+-commutative associate-+l+ associate-*l* associate-+l-
distribute-rgt-in distribute-lft-in diff-log associate-*r/
sub-neg pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 101
Calls
4 calls:
77.0ms
(+ (* x 0.5) (* y (+ (+ (- 1.0 z) (log (sqrt z))) (log (sqrt z)))))
34.0ms
(+ (- 1.0 z) (log (sqrt z)))
175.0ms
(+ (+ (- 1.0 z) (log (sqrt z))) (log (sqrt z)))
388.0ms
(* y (+ (+ (- 1.0 z) (log (sqrt z))) (log (sqrt z))))

series456.0ms

Counts
4 → 12
Calls
4 calls:
148.0ms
(+ (* x 0.5) (* y (+ (+ (- 1.0 z) (log (sqrt z))) (log (sqrt z)))))
89.0ms
(+ (- 1.0 z) (log (sqrt z)))
75.0ms
(+ (+ (- 1.0 z) (log (sqrt z))) (log (sqrt z)))
144.0ms
(* y (+ (+ (- 1.0 z) (log (sqrt z))) (log (sqrt z))))

simplify1.9s

Counts
113 → 113
Iterations
IterNodes
done5002
22582
1533
0180

prune631.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize70.0ms

Local error

Found 4 expressions with local error:

0.2b
(+ (+ (- 1.0 z) (+ (log (cbrt z)) (log (cbrt z)))) (log (cbrt z)))
0.7b
(cbrt z)
0.7b
(cbrt z)
0.7b
(cbrt z)

rewrite358.0ms

Algorithm
rewrite-expression-head
Rules
72×*-un-lft-identity
58×distribute-lft-out
31×pow1
27×log-pow
13×add-log-exp
12×cbrt-prod
11×sum-log
10×distribute-lft-out--
add-sqr-sqrt add-cube-cbrt
associate-+r+ log-prod
add-cbrt-cube add-exp-log
pow1/3
diff-log associate-+l-
+-commutative associate-+l+ flip3-+ flip-+
Counts
4 → 78
Calls
4 calls:
348.0ms
(+ (+ (- 1.0 z) (+ (log (cbrt z)) (log (cbrt z)))) (log (cbrt z)))
1.0ms
(cbrt z)
1.0ms
(cbrt z)
1.0ms
(cbrt z)

series1.2s

Counts
4 → 12
Calls
4 calls:
444.0ms
(+ (+ (- 1.0 z) (+ (log (cbrt z)) (log (cbrt z)))) (log (cbrt z)))
246.0ms
(cbrt z)
295.0ms
(cbrt z)
226.0ms
(cbrt z)

simplify1.0s

Counts
90 → 90
Iterations
IterNodes
done5000
21332
1250
089

prune415.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize29.0ms

Local error

Found 3 expressions with local error:

0.0b
(* y (- 1.0 z))
0.1b
(+ (+ (* x 0.5) (* y (- 1.0 z))) (* y (log z)))
0.3b
(* y (log z))

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
13×*-un-lft-identity
12×log-prod
11×add-cube-cbrt
associate-*r*
distribute-rgt-in pow1 distribute-lft-in add-log-exp
add-cbrt-cube add-exp-log
associate-+r+ associate-*l*
sum-log
sub-neg pow-prod-down prod-exp associate-*r/ *-commutative cbrt-unprod unswap-sqr
+-commutative associate-+l+ flip3-+ flip3-- log-pow flip-+ flip-- distribute-lft-out-- difference-of-squares
Counts
3 → 70
Calls
3 calls:
22.0ms
(* y (- 1.0 z))
32.0ms
(+ (+ (* x 0.5) (* y (- 1.0 z))) (* y (log z)))
7.0ms
(* y (log z))

series212.0ms

Counts
3 → 9
Calls
3 calls:
48.0ms
(* y (- 1.0 z))
107.0ms
(+ (+ (* x 0.5) (* y (- 1.0 z))) (* y (log z)))
57.0ms
(* y (log z))

simplify1.3s

Counts
79 → 79
Iterations
IterNodes
done5000
21292
1368
0144

prune299.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

regimes240.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify3.0ms

Iterations
IterNodes
done21
121
015

end0.0ms

sample2.4s

Algorithm
intervals
Results
930.0ms9093×body80nan
635.0ms9218×body80valid