Details

Time bar (total: 20.1s)

sample95.0ms

Algorithm
intervals
Results
35.0ms245×body80nan
35.0ms288×body80valid

simplify2.9s

Counts
1 → 1
Iterations
IterNodes
done5000
144712
134355
123979
113616
103118
92180
81453
7986
6673
5394
4198
393
251
125
011

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize18.0ms

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)))

rewrite91.0ms

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-+ insert-posit16
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 → 64
Calls
3 calls:
17.0ms
(+ (* x 0.5) (* y (+ (- 1.0 z) (log z))))
18.0ms
(+ (- 1.0 z) (log z))
55.0ms
(* y (+ (- 1.0 z) (log z)))

series484.0ms

Counts
3 → 9
Calls
3 calls:
91.0ms
(+ (* x 0.5) (* y (+ (- 1.0 z) (log z))))
275.0ms
(+ (- 1.0 z) (log z))
118.0ms
(* y (+ (- 1.0 z) (log z)))

simplify1.3s

Counts
73 → 73
Iterations
IterNodes
done5005
21522
1365
0129

prune387.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize39.0ms

Local error

Found 4 expressions with local error:

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

rewrite101.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt *-un-lft-identity
15×log-prod associate--l+
12×add-log-exp
11×add-cube-cbrt
10×distribute-rgt-in associate-+l+ distribute-lft-in
pow1
add-cbrt-cube associate-*r* add-exp-log
sub-neg
sum-log insert-posit16 distribute-lft-out--
associate-*l*
+-commutative flip3-+ flip3-- associate-*r/ log-pow flip-+ flip-- difference-of-squares
associate-+r+ diff-log pow-prod-down prod-exp *-commutative cbrt-unprod distribute-lft-out unswap-sqr
Counts
4 → 90
Calls
4 calls:
7.0ms
(- (log z) z)
29.0ms
(+ (* x 0.5) (+ (* y (- (log z) z)) (* y 1.0)))
38.0ms
(* y (- (log z) z))
25.0ms
(+ (* y (- (log z) z)) (* y 1.0))

series543.0ms

Counts
4 → 12
Calls
4 calls:
264.0ms
(- (log z) z)
70.0ms
(+ (* x 0.5) (+ (* y (- (log z) z)) (* y 1.0)))
91.0ms
(* y (- (log z) z))
118.0ms
(+ (* y (- (log z) z)) (* y 1.0))

simplify1.7s

Counts
102 → 102
Iterations
IterNodes
done5000
22042
1443
0166

prune554.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0b

localize48.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- (log (sqrt z)) z) 1.0)
0.2b
(+ (* (log (sqrt z)) y) (* y (+ (- (log (sqrt z)) z) 1.0)))
0.2b
(* y (+ (- (log (sqrt z)) z) 1.0))
0.3b
(* (log (sqrt z)) y)

rewrite207.0ms

Algorithm
rewrite-expression-head
Rules
24×*-un-lft-identity
14×add-sqr-sqrt
12×pow1
10×add-cube-cbrt add-log-exp
associate-*r* associate-*l*
associate-+l+ add-cbrt-cube add-exp-log
log-prod associate--l+ distribute-lft-out
log-pow
insert-posit16 distribute-lft-out--
sum-log flip3-+ sqrt-prod flip-+
distribute-rgt-in +-commutative associate-+r+ distribute-lft-in pow-prod-down prod-exp associate-*r/ *-commutative cbrt-unprod unswap-sqr
sub-neg sqrt-pow1 pow1/2 diff-log associate-+l-
Counts
4 → 87
Calls
4 calls:
38.0ms
(+ (- (log (sqrt z)) z) 1.0)
25.0ms
(+ (* (log (sqrt z)) y) (* y (+ (- (log (sqrt z)) z) 1.0)))
129.0ms
(* y (+ (- (log (sqrt z)) z) 1.0))
14.0ms
(* (log (sqrt z)) y)

series647.0ms

Counts
4 → 12
Calls
4 calls:
90.0ms
(+ (- (log (sqrt z)) z) 1.0)
244.0ms
(+ (* (log (sqrt z)) y) (* y (+ (- (log (sqrt z)) z) 1.0)))
127.0ms
(* y (+ (- (log (sqrt z)) z) 1.0))
185.0ms
(* (log (sqrt z)) y)

simplify1.7s

Counts
99 → 99
Iterations
IterNodes
done5002
21659
1483
0171

prune681.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0b

localize34.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt z) (cbrt z))
0.7b
(cbrt z)
0.7b
(cbrt z)
0.7b
(cbrt z)

rewrite17.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
15×*-un-lft-identity add-cube-cbrt
11×pow1
pow1/3
swap-sqr associate-*r* associate-*l* add-exp-log
add-cbrt-cube insert-posit16 add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 77
Calls
4 calls:
8.0ms
(* (cbrt z) (cbrt z))
1.0ms
(cbrt z)
6.0ms
(cbrt z)
1.0ms
(cbrt z)

series1.3s

Counts
4 → 12
Calls
4 calls:
324.0ms
(* (cbrt z) (cbrt z))
353.0ms
(cbrt z)
318.0ms
(cbrt z)
348.0ms
(cbrt z)

simplify3.4s

Counts
89 → 89
Iterations
IterNodes
done5001
43895
31039
2380
1138
063

prune537.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

regimes266.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done17
117
012

end0.0ms

sample3.0s

Algorithm
intervals
Results
1.6s9151×body80valid
853.0ms9136×body80nan