Details

Time bar (total: 17.8s)

sample73.0ms

Algorithm
intervals
Results
48.0ms276×body10240exit
6.0ms198×body80valid
3.0ms19×body640valid
2.0ms20×body320valid
1.0ms21×body160valid

simplify5.5s

Counts
1 → 1
Iterations

Useful iterations: 5 (130.0ms)

IterNodesCost
0816
12015
24815
310515
419014
563612
6255212
done500012

prune6.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 13.2b

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ x (exp wj))
0.0b
(/ (- (/ x (exp wj)) wj) (+ wj 1))
4.5b
(+ (/ (- (/ x (exp wj)) wj) (+ wj 1)) wj)

rewrite114.0ms

Algorithm
rewrite-expression-head
Rules
49×*-un-lft-identity
48×add-sqr-sqrt
38×times-frac
23×add-cube-cbrt
10×difference-of-squares
associate-/l*
distribute-lft-out
associate-/r* add-cbrt-cube
add-exp-log
distribute-lft-out-- add-log-exp
pow1
cbrt-undiv frac-2neg flip3-+ div-sub div-exp clear-num associate-/r/ flip-+ div-inv associate-/l/
+-commutative associate-+l- flip3-- sum-log flip--
Counts
3 → 91
Calls
3 calls:
3.0ms
(/ x (exp wj))
31.0ms
(/ (- (/ x (exp wj)) wj) (+ wj 1))
78.0ms
(+ (/ (- (/ x (exp wj)) wj) (+ wj 1)) wj)

series123.0ms

Counts
3 → 9
Calls
3 calls:
25.0ms
(/ x (exp wj))
42.0ms
(/ (- (/ x (exp wj)) wj) (+ wj 1))
56.0ms
(+ (/ (- (/ x (exp wj)) wj) (+ wj 1)) wj)

simplify1.6s

Counts
100 → 100
Iterations

Useful iterations: done (1.6s)

IterNodesCost
01691488
14041420
29261357
324731347
done50001346

prune211.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.5b

localize7.0ms

Local error

Found 3 expressions with local error:

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

rewrite49.0ms

Algorithm
rewrite-expression-head
Rules
10×add-log-exp
pow1 add-exp-log add-cbrt-cube
*-un-lft-identity
add-sqr-sqrt add-cube-cbrt
associate-*l* pow-prod-down prod-exp cbrt-unprod
diff-log sum-log
+-commutative sub-neg flip3-- flip3-+ associate-*r* associate--l+ *-commutative flip-- flip-+ distribute-lft-out
Counts
3 → 44
Calls
3 calls:
4.0ms
(+ x (pow wj 2))
38.0ms
(- (+ x (pow wj 2)) (* 2 (* wj x)))
6.0ms
(* 2 (* wj x))

series78.0ms

Counts
3 → 9
Calls
3 calls:
28.0ms
(+ x (pow wj 2))
28.0ms
(- (+ x (pow wj 2)) (* 2 (* wj x)))
21.0ms
(* 2 (* wj x))

simplify2.0s

Counts
53 → 53
Iterations

Useful iterations: 3 (494.0ms)

IterNodesCost
077568
1206513
2708481
32601441
done5000441

prune105.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.5b

localize15.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt (+ x (pow wj 2))) (cbrt (+ x (pow wj 2))))
0.6b
(cbrt (+ x (pow wj 2)))
0.6b
(cbrt (+ x (pow wj 2)))
0.6b
(cbrt (+ x (pow wj 2)))

rewrite52.0ms

Algorithm
rewrite-expression-head
Rules
36×cbrt-prod
35×*-un-lft-identity
23×add-sqr-sqrt
18×cbrt-div
15×add-cube-cbrt
11×pow1
flip3-+ pow1/3 swap-sqr flip-+ distribute-lft-out
associate-*r* associate-*l*
add-exp-log
frac-times add-cbrt-cube add-log-exp unswap-sqr
associate-*r/ pow-prod-down associate-*l/ pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 95
Calls
4 calls:
36.0ms
(* (cbrt (+ x (pow wj 2))) (cbrt (+ x (pow wj 2))))
4.0ms
(cbrt (+ x (pow wj 2)))
4.0ms
(cbrt (+ x (pow wj 2)))
4.0ms
(cbrt (+ x (pow wj 2)))

series1.2s

Counts
4 → 12
Calls
4 calls:
274.0ms
(* (cbrt (+ x (pow wj 2))) (cbrt (+ x (pow wj 2))))
313.0ms
(cbrt (+ x (pow wj 2)))
312.0ms
(cbrt (+ x (pow wj 2)))
312.0ms
(cbrt (+ x (pow wj 2)))

simplify1.1s

Counts
107 → 107
Iterations

Useful iterations: 3 (360.0ms)

IterNodesCost
01191691
12541528
26671430
319111257
done50001257

prune290.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.5b

localize9.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ wj (+ wj 1))
0.0b
(/ x (exp wj))
0.0b
(/ (/ x (exp wj)) (+ wj 1))
6.5b
(- (/ wj (+ wj 1)) wj)

rewrite52.0ms

Algorithm
rewrite-expression-head
Rules
119×times-frac
108×*-un-lft-identity
75×add-sqr-sqrt
70×add-cube-cbrt
19×associate-/l*
18×distribute-lft-out
13×add-cbrt-cube
11×add-exp-log associate-/r*
div-inv
add-log-exp
cbrt-undiv div-exp
pow1 associate-/r/
frac-2neg clear-num
flip3-+ flip-+ difference-of-squares
sub-neg flip3-- diff-log flip-- associate-/l/ distribute-lft-out--
Counts
4 → 161
Calls
4 calls:
5.0ms
(/ wj (+ wj 1))
3.0ms
(/ x (exp wj))
10.0ms
(/ (/ x (exp wj)) (+ wj 1))
28.0ms
(- (/ wj (+ wj 1)) wj)

series117.0ms

Counts
4 → 12
Calls
4 calls:
20.0ms
(/ wj (+ wj 1))
29.0ms
(/ x (exp wj))
38.0ms
(/ (/ x (exp wj)) (+ wj 1))
29.0ms
(- (/ wj (+ wj 1)) wj)

simplify2.5s

Counts
173 → 173
Iterations

Useful iterations: 3 (1.7s)

IterNodesCost
02542328
15752191
214652101
342532090
done50012090

prune381.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

regimes70.0ms

Accuracy

63% (0.4b remaining)

Error of 0.5b against oracle of 0.1b and baseline of 1.2b

bsearch45.0ms

Steps
ItersRangePoint
10
5.139006765554396e-07
57105.47172318877
0.0756709219093341

simplify2.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02543
12943
done2943

end0.0ms

sample2.1s

Algorithm
intervals
Results
1.4s7788×body10240exit
187.0ms6281×body80valid
77.0ms498×body640valid
73.0ms771×body320valid
32.0ms530×body160valid