Details

Time bar (total: 29.3s)

sample241.0ms

Algorithm
intervals
Results
165.0ms302×body10240exit
42.0ms202×body80valid
8.0ms29×body320valid
4.0ms12×body640valid
2.0ms15×body160valid

simplify11.9s

Counts
1 → 1

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 13.1b

localize16.0ms

Local error

Found 4 expressions with local error:

4.6b
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))
0.3b
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
0.0b
(+ (exp wj) (* wj (exp wj)))
0.0b
(* wj (exp wj))

rewrite140.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt *-un-lft-identity
16×times-frac add-cube-cbrt
add-cbrt-cube add-log-exp
add-exp-log
pow1
associate-/r* distribute-rgt-out distribute-rgt1-in
insert-posit16
associate-*r* associate-*l* associate-/l*
flip3-+ flip3-- div-sub associate-/r/ flip-+ flip-- difference-of-squares associate-/l/
cbrt-undiv +-commutative clear-num sum-log sub-neg frac-2neg diff-log div-exp pow-prod-down prod-exp *-commutative cbrt-unprod div-inv distribute-lft-out-- associate--r- unswap-sqr
Counts
4 → 91
Calls
4 calls:
Slowest
59.0ms
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
53.0ms
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))
14.0ms
(+ (exp wj) (* wj (exp wj)))
13.0ms
(* wj (exp wj))

series275.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
83.0ms
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))
74.0ms
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
65.0ms
(+ (exp wj) (* wj (exp wj)))
52.0ms
(* wj (exp wj))

simplify1.6s

Counts
103 → 103

prune902.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.5b

localize20.0ms

Local error

Found 0 expressions with local error:

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0
Calls
0 calls:
Slowest

series0.0ms

Counts
0 → 0
Calls
0 calls:
Slowest

simplify0.0ms

Counts
0 → 0

prune21.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.5b

localize35.0ms

Local error

Found 4 expressions with local error:

4.6b
(- wj (/ (/ (- (* wj (exp wj)) x) (exp wj)) (+ 1 wj)))
0.3b
(/ (- (* wj (exp wj)) x) (exp wj))
0.0b
(* wj (exp wj))
0.0b
(/ (/ (- (* wj (exp wj)) x) (exp wj)) (+ 1 wj))

rewrite112.0ms

Algorithm
rewrite-expression-head
Rules
109×times-frac
93×*-un-lft-identity
74×add-sqr-sqrt
63×add-cube-cbrt
16×associate-/l*
14×distribute-lft-out
13×add-cbrt-cube
10×add-exp-log
associate-/r* div-inv
pow1 add-log-exp
div-sub
cbrt-undiv div-exp insert-posit16
associate-*r* associate-*l* difference-of-squares associate-/l/
clear-num frac-2neg flip3-- associate-/r/ flip--
sub-neg flip3-+ diff-log pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ distribute-lft-out-- associate--r- unswap-sqr
Counts
4 → 156
Calls
4 calls:
Slowest
38.0ms
(/ (- (* wj (exp wj)) x) (exp wj))
34.0ms
(- wj (/ (/ (- (* wj (exp wj)) x) (exp wj)) (+ 1 wj)))
25.0ms
(/ (/ (- (* wj (exp wj)) x) (exp wj)) (+ 1 wj))
11.0ms
(* wj (exp wj))

series246.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
79.0ms
(/ (- (* wj (exp wj)) x) (exp wj))
72.0ms
(/ (/ (- (* wj (exp wj)) x) (exp wj)) (+ 1 wj))
65.0ms
(- wj (/ (/ (- (* wj (exp wj)) x) (exp wj)) (+ 1 wj)))
30.0ms
(* wj (exp wj))

simplify1.1s

Counts
168 → 168

prune1.5s

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.5b

localize33.0ms

Local error

Found 3 expressions with local error:

4.6b
(- wj (/ (- wj (/ x (exp wj))) (+ 1 wj)))
0.0b
(/ x (exp wj))
0.0b
(/ (- wj (/ x (exp wj))) (+ 1 wj))

rewrite90.0ms

Algorithm
rewrite-expression-head
Rules
53×add-sqr-sqrt
49×*-un-lft-identity
39×times-frac
23×add-cube-cbrt
12×difference-of-squares
associate-/l*
associate-/r* add-cbrt-cube distribute-lft-out
add-exp-log distribute-lft-out--
add-log-exp
pow1 insert-posit16
cbrt-undiv clear-num frac-2neg flip3-- div-sub div-exp associate-/r/ div-inv flip-- associate-/l/
sub-neg flip3-+ diff-log flip-+ associate--r-
Counts
3 → 97
Calls
3 calls:
Slowest
44.0ms
(- wj (/ (- wj (/ x (exp wj))) (+ 1 wj)))
37.0ms
(/ (- wj (/ x (exp wj))) (+ 1 wj))
5.0ms
(/ x (exp wj))

series185.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
83.0ms
(- wj (/ (- wj (/ x (exp wj))) (+ 1 wj)))
70.0ms
(/ (- wj (/ x (exp wj))) (+ 1 wj))
32.0ms
(/ x (exp wj))

simplify951.0ms

Counts
106 → 106

prune858.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.5b

regimes142.0ms

Accuracy

12.9% (1.5b remaining)

Error of 1.8b against oracle of 0.3b and baseline of 2.0b

bsearch107.0ms

end0.0ms

sample8.8s

Algorithm
intervals
Results
6.7s7762×body10240exit
1.2s6281×body80valid
257.0ms802×body320valid
189.0ms448×body640valid
104.0ms558×body160valid