Details

Time bar (total: 17.4s)

sample186.0ms

Algorithm
intervals
Results
124.0ms235×body10240exit
14.0ms196×body80valid
9.0ms25×body640valid
5.0ms23×body320valid
3.0ms15×body160valid

simplify591.0ms

Counts
1 → 1
Iterations
IterNodes
done5000
4398
3109
248
120
08

prune20.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 14.5b

localize30.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ x (exp wj))
0.0b
(/ (- (/ x (exp wj)) (/ wj 1)) (+ 1 wj))
4.7b
(+ wj (/ (- (/ x (exp wj)) (/ wj 1)) (+ 1 wj)))

rewrite265.0ms

Algorithm
rewrite-expression-head
Rules
113×add-sqr-sqrt
98×times-frac
94×*-un-lft-identity
30×difference-of-squares
28×add-cube-cbrt
14×associate-/l*
13×distribute-lft-out
10×distribute-lft-out--
associate-/r* add-cbrt-cube
add-exp-log
add-log-exp
pow1 associate-/l/
cbrt-undiv clear-num frac-2neg flip3-+ div-sub div-exp associate-/r/ flip-+ div-inv
+-commutative associate-+r- sum-log flip3-- frac-sub flip--
Counts
3 → 117
Calls
3 calls:
10.0ms
(/ x (exp wj))
107.0ms
(/ (- (/ x (exp wj)) (/ wj 1)) (+ 1 wj))
138.0ms
(+ wj (/ (- (/ x (exp wj)) (/ wj 1)) (+ 1 wj)))

series253.0ms

Counts
3 → 9
Calls
3 calls:
48.0ms
(/ x (exp wj))
82.0ms
(/ (- (/ x (exp wj)) (/ wj 1)) (+ 1 wj))
122.0ms
(+ wj (/ (- (/ x (exp wj)) (/ wj 1)) (+ 1 wj)))

simplify1.2s

Counts
126 → 126
Iterations
IterNodes
done5000
22113
1536
0216

prune503.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.2b

localize21.0ms

Local error

Found 3 expressions with local error:

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

rewrite53.0ms

Algorithm
rewrite-expression-head
Rules
10×add-log-exp
pow1 add-cbrt-cube add-exp-log
add-sqr-sqrt sum-log *-un-lft-identity add-cube-cbrt
associate-*l* pow-prod-down prod-exp cbrt-unprod
+-commutative flip3-+ flip-+
associate-+l+ associate-*r* *-commutative
Counts
3 → 42
Calls
3 calls:
20.0ms
(+ (+ x (* wj wj)) (* -2 (* wj x)))
23.0ms
(* -2 (* wj x))
9.0ms
(+ x (* wj wj))

series131.0ms

Counts
3 → 9
Calls
3 calls:
40.0ms
(+ (+ x (* wj wj)) (* -2 (* wj x)))
34.0ms
(* -2 (* wj x))
56.0ms
(+ x (* wj wj))

simplify974.0ms

Counts
51 → 51
Iterations
IterNodes
done5000
21425
1269
084

prune214.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.2b

localize17.0ms

Local error

Found 4 expressions with local error:

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

rewrite663.0ms

Algorithm
rewrite-expression-head
Rules
216×times-frac
179×*-un-lft-identity
125×add-sqr-sqrt
113×add-cube-cbrt
34×associate-/l*
31×distribute-lft-out
16×add-cbrt-cube add-exp-log
12×associate-/r/ div-inv
11×associate-/r*
div-exp add-log-exp
cbrt-undiv flip3-+ flip-+
pow1 difference-of-squares
clear-num frac-2neg
diff-log frac-sub distribute-lft-out-- associate-/l/
sum-log sub-neg flip3-- 1-exp associate--l+ flip--
Counts
4 → 232
Calls
4 calls:
29.0ms
(/ (/ wj 1) (+ 1 wj))
18.0ms
(/ x (+ 1 wj))
38.0ms
(/ (/ x (+ 1 wj)) (exp wj))
561.0ms
(- (+ wj (/ (/ x (+ 1 wj)) (exp wj))) (/ (/ wj 1) (+ 1 wj)))

series211.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(/ (/ wj 1) (+ 1 wj))
46.0ms
(/ x (+ 1 wj))
77.0ms
(/ (/ x (+ 1 wj)) (exp wj))
57.0ms
(- (+ wj (/ (/ x (+ 1 wj)) (exp wj))) (/ (/ wj 1) (+ 1 wj)))

simplify630.0ms

Counts
244 → 244
Iterations
IterNodes
done5001
11081
0396

prune1.0s

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.2b

localize28.0ms

Local error

Found 4 expressions with local error:

0.0b
(* wj (- wj (* x -2)))
0.0b
(* wj (+ wj (* x -2)))
0.1b
(* (+ (* wj (+ wj (* x -2))) x) (+ (* wj (- wj (* x -2))) x))
25.1b
(/ (* (+ (* wj (+ wj (* x -2))) x) (+ (* wj (- wj (* x -2))) x)) (+ (* wj (- wj (* x -2))) x))

rewrite201.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
15×add-cbrt-cube add-exp-log
14×flip3-+ flip-+
12×*-un-lft-identity add-cube-cbrt
10×pow1
associate-*r* associate-*l*
frac-times associate-*r/ associate-/l/
distribute-rgt-in distribute-lft-in associate-*l/ prod-exp cbrt-unprod add-log-exp
associate-/r* times-frac pow-prod-down *-commutative unswap-sqr
cbrt-undiv sub-neg div-exp associate-/r/
clear-num frac-2neg flip3-- div-inv flip-- associate-/l*
Counts
4 → 105
Calls
4 calls:
14.0ms
(* wj (- wj (* x -2)))
19.0ms
(* wj (+ wj (* x -2)))
104.0ms
(* (+ (* wj (+ wj (* x -2))) x) (+ (* wj (- wj (* x -2))) x))
61.0ms
(/ (* (+ (* wj (+ wj (* x -2))) x) (+ (* wj (- wj (* x -2))) x)) (+ (* wj (- wj (* x -2))) x))

series276.0ms

Counts
4 → 12
Calls
4 calls:
58.0ms
(* wj (- wj (* x -2)))
68.0ms
(* wj (+ wj (* x -2)))
112.0ms
(* (+ (* wj (+ wj (* x -2))) x) (+ (* wj (- wj (* x -2))) x))
38.0ms
(/ (* (+ (* wj (+ wj (* x -2))) x) (+ (* wj (- wj (* x -2))) x)) (+ (* wj (- wj (* x -2))) x))

simplify3.1s

Counts
117 → 117
Iterations
IterNodes
done5001
24603
1625
0187

prune609.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.2b

regimes136.0ms

Accuracy

0% (1.8b remaining)

Error of 2.1b against oracle of 0.3b and baseline of 2.1b

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done12
112
08

end0.0ms

sample6.0s

Algorithm
intervals
Results
4.2s7606×body10240exit
793.0ms6289×body80valid
166.0ms812×body320valid
143.0ms452×body640valid
94.0ms532×body160valid