Details

Time bar (total: 20.0s)

sample130.0ms

Algorithm
intervals
Results
94.0ms244×body10240exit
9.0ms208×body80valid
4.0ms16×body640valid
3.0ms23×body320valid
1.0ms12×body160valid

simplify830.0ms

Counts
1 → 1

prune12.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.4b

localize24.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ x (+ wj 1))
0.0b
(/ wj (+ wj 1))
0.0b
(/ (/ x (+ wj 1)) (exp wj))
2.6b
(- (+ (/ (/ x (+ wj 1)) (exp wj)) wj) (/ wj (+ wj 1)))

rewrite808.0ms

Algorithm
rewrite-expression-head
Rules
127×times-frac
118×*-un-lft-identity
78×add-sqr-sqrt
73×add-cube-cbrt
24×associate-/l*
21×distribute-lft-out
13×add-cbrt-cube
12×associate-/r/
11×add-exp-log associate-/r*
add-log-exp
flip3-+ flip-+ div-inv
cbrt-undiv div-exp
pow1
frac-2neg clear-num
diff-log frac-sub distribute-lft-out-- difference-of-squares
sub-neg flip3-- associate--l+ sum-log flip-- associate-/l/
Counts
4 → 176
Calls
4 calls:
12.0ms
(/ x (+ wj 1))
18.0ms
(/ wj (+ wj 1))
44.0ms
(/ (/ x (+ wj 1)) (exp wj))
725.0ms
(- (+ (/ (/ x (+ wj 1)) (exp wj)) wj) (/ wj (+ wj 1)))

series234.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(/ x (+ wj 1))
42.0ms
(/ wj (+ wj 1))
62.0ms
(/ (/ x (+ wj 1)) (exp wj))
85.0ms
(- (+ (/ (/ x (+ wj 1)) (exp wj)) wj) (/ wj (+ wj 1)))

simplify1.2s

Counts
188 → 188

prune727.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.4b

localize18.0ms

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))

rewrite137.0ms

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:
9.0ms
(+ x (pow wj 2))
92.0ms
(- (+ x (pow wj 2)) (* 2 (* wj x)))
34.0ms
(* 2 (* wj x))

series146.0ms

Counts
3 → 9
Calls
3 calls:
59.0ms
(+ x (pow wj 2))
55.0ms
(- (+ x (pow wj 2)) (* 2 (* wj x)))
31.0ms
(* 2 (* wj x))

simplify2.2s

Counts
53 → 53

prune144.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.3b

localize30.0ms

Local error

Found 4 expressions with local error:

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

rewrite592.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
18×cbrt-div
15×add-cube-cbrt *-un-lft-identity
11×pow1
flip3-- pow1/3 flip--
add-exp-log swap-sqr associate-*r* associate-*l*
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 → 87
Calls
4 calls:
424.0ms
(* (cbrt (- (+ x (pow wj 2)) (* 2 (* wj x)))) (cbrt (- (+ x (pow wj 2)) (* 2 (* wj x)))))
41.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
52.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
70.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))

series1.8s

Counts
4 → 12
Calls
4 calls:
472.0ms
(* (cbrt (- (+ x (pow wj 2)) (* 2 (* wj x)))) (cbrt (- (+ x (pow wj 2)) (* 2 (* wj x)))))
451.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
443.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
449.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))

simplify715.0ms

Counts
99 → 99

prune467.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.3b

localize56.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
0.6b
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
0.6b
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
0.9b
(pow (cbrt (cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))) 4)

rewrite228.0ms

Algorithm
rewrite-expression-head
Rules
18×cbrt-prod
11×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
unpow-prod-down
cbrt-div
pow1 add-exp-log
pow1/3 add-cbrt-cube add-log-exp
pow-unpow flip3-- flip--
pow-pow
pow-to-exp pow-exp sqr-pow
Counts
4 → 63
Calls
4 calls:
48.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
46.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
46.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
86.0ms
(pow (cbrt (cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))) 4)

series1.5s

Counts
4 → 12
Calls
4 calls:
407.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
421.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
462.0ms
(cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))
193.0ms
(pow (cbrt (cbrt (- (+ x (pow wj 2)) (* 2 (* wj x))))) 4)

simplify673.0ms

Counts
75 → 75

prune503.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.3b

regimes127.0ms

Accuracy

64.1% (0.7b remaining)

Error of 1.0b against oracle of 0.3b and baseline of 2.2b

bsearch49.0ms

Steps
ItersRangePoint
9
1.3099675947624547e-09
0.00038687692640540744
9.422333290444804e-09

simplify763.0ms

end0.0ms

sample5.9s

Algorithm
intervals
Results
4.7s7557×body10240exit
369.0ms6337×body80valid
125.0ms771×body320valid
107.0ms416×body640valid
62.0ms541×body160valid