Details

Time bar (total: 21.8s)

sample119.0ms

Algorithm
intervals
Results
79.0ms213×body10240exit
11.0ms197×body80valid
4.0ms14×body640valid
4.0ms26×body320valid
3.0ms22×body160valid

simplify3.6s

Counts
1 → 1
Iterations
IterNodes
done5143
63633
5796
4188
3102
248
120
08

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.3b

localize18.0ms

Local error

Found 4 expressions with local error:

0.0b
(* wj (exp wj))
0.0b
(* wj (exp wj))
0.5b
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
6.5b
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))

rewrite120.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
24×*-un-lft-identity
18×add-cube-cbrt
16×times-frac
10×add-cbrt-cube
pow1 add-exp-log
associate-*r* associate-*l* add-log-exp
associate-/r*
distribute-rgt-out distribute-rgt1-in
associate-/l*
flip3-- div-sub pow-prod-down prod-exp associate-/r/ *-commutative cbrt-unprod flip-- difference-of-squares unswap-sqr associate-/l/
cbrt-undiv clear-num sub-neg frac-2neg flip3-+ diff-log div-exp flip-+ div-inv distribute-lft-out-- associate--r-
Counts
4 → 92
Calls
4 calls:
18.0ms
(* wj (exp wj))
16.0ms
(* wj (exp wj))
28.0ms
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
53.0ms
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))

series238.0ms

Counts
4 → 12
Calls
4 calls:
35.0ms
(* wj (exp wj))
47.0ms
(* wj (exp wj))
65.0ms
(/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj))))
91.0ms
(- wj (/ (- (* wj (exp wj)) x) (+ (exp wj) (* wj (exp wj)))))

simplify1.3s

Counts
104 → 104
Iterations
IterNodes
done5001
21210
1383
0150

prune530.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.2b

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* (* wj x) 2) (* wj wj))
0.0b
(* (* wj x) 2)
0.0b
(- x (- (* (* wj x) 2) (* wj wj)))

rewrite112.0ms

Algorithm
rewrite-expression-head
Rules
10×add-log-exp
pow1 add-cbrt-cube add-exp-log
add-sqr-sqrt *-un-lft-identity
diff-log add-cube-cbrt
sub-neg associate-*r* pow-prod-down prod-exp cbrt-unprod
flip3-- flip-- associate--r+
associate-*l* *-commutative distribute-lft-out-- associate--r- difference-of-squares
Counts
3 → 48
Calls
3 calls:
28.0ms
(- (* (* wj x) 2) (* wj wj))
26.0ms
(* (* wj x) 2)
55.0ms
(- x (- (* (* wj x) 2) (* wj wj)))

series167.0ms

Counts
3 → 9
Calls
3 calls:
74.0ms
(- (* (* wj x) 2) (* wj wj))
34.0ms
(* (* wj x) 2)
59.0ms
(- x (- (* (* wj x) 2) (* wj wj)))

simplify3.7s

Counts
57 → 57
Iterations
IterNodes
done5016
33860
2806
1239
091

prune295.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.2b

localize48.0ms

Local error

Found 4 expressions with local error:

0.0b
(* wj (exp wj))
0.0b
(/ x (+ (exp wj) (* wj (exp wj))))
0.5b
(/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj))))
5.1b
(- wj (/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj)))))

rewrite115.0ms

Algorithm
rewrite-expression-head
Rules
26×*-un-lft-identity
22×add-sqr-sqrt
20×times-frac
18×add-cube-cbrt
13×add-cbrt-cube
11×add-exp-log
10×associate-/r*
pow1 distribute-rgt-out distribute-rgt1-in add-log-exp
associate-/r/ associate-/l*
cbrt-undiv div-exp associate-*r* associate-*l*
clear-num frac-2neg flip3-+ prod-exp cbrt-unprod flip-+ div-inv
sub-neg flip3-- diff-log pow-prod-down *-commutative flip-- distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 96
Calls
4 calls:
17.0ms
(* wj (exp wj))
25.0ms
(/ x (+ (exp wj) (* wj (exp wj))))
33.0ms
(/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj))))
34.0ms
(- wj (/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj)))))

series264.0ms

Counts
4 → 12
Calls
4 calls:
32.0ms
(* wj (exp wj))
81.0ms
(/ x (+ (exp wj) (* wj (exp wj))))
67.0ms
(/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj))))
84.0ms
(- wj (/ (* wj (exp wj)) (+ (exp wj) (* wj (exp wj)))))

simplify1.8s

Counts
108 → 108
Iterations
IterNodes
done5000
21416
1437
0183

prune643.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 4 expressions with local error:

0.0b
(* wj (exp wj))
0.0b
(+ (* wj wj) (* (* wj wj) (- (* wj wj) wj)))
0.0b
(/ x (+ (exp wj) (* wj (exp wj))))
0.1b
(* (* wj wj) (- (* wj wj) wj))

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity
21×add-sqr-sqrt
17×add-cube-cbrt
15×times-frac
13×add-cbrt-cube
12×add-exp-log
11×pow1
associate-*r*
add-log-exp
associate-/r*
distribute-rgt-in associate-+r+ sub-neg distribute-lft-in distribute-rgt-out associate-*l* pow-prod-down distribute-rgt1-in prod-exp cbrt-unprod
associate-/l*
flip3-+ associate-*r/ associate-/r/ *-commutative flip-+ unswap-sqr
cbrt-undiv +-commutative clear-num sum-log frac-2neg flip3-- distribute-rgt-out-- div-exp div-inv flip-- difference-of-squares
Counts
4 → 97
Calls
4 calls:
10.0ms
(* wj (exp wj))
8.0ms
(+ (* wj wj) (* (* wj wj) (- (* wj wj) wj)))
19.0ms
(/ x (+ (exp wj) (* wj (exp wj))))
39.0ms
(* (* wj wj) (- (* wj wj) wj))

series233.0ms

Counts
4 → 12
Calls
4 calls:
35.0ms
(* wj (exp wj))
28.0ms
(+ (* wj wj) (* (* wj wj) (- (* wj wj) wj)))
70.0ms
(/ x (+ (exp wj) (* wj (exp wj))))
100.0ms
(* (* wj wj) (- (* wj wj) wj))

simplify1.6s

Counts
109 → 109
Iterations
IterNodes
done5003
21698
1497
0182

prune642.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

regimes133.0ms

Accuracy

0% (1.2b remaining)

Error of 1.2b against oracle of 0.0b and baseline of 1.2b

bsearch0.0ms

simplify3.0ms

Iterations
IterNodes
done20
120
015

end0.0ms

sample5.9s

Algorithm
intervals
Results
4.7s7705×body10240exit
488.0ms6348×body80valid
137.0ms757×body320valid
113.0ms427×body640valid
64.0ms547×body160valid