Details

Time bar (total: 4.5m)

sample169.0ms

Algorithm
intervals
Results
88.0ms603×body80nan
55.0ms358×body80valid

simplify287.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
287.0ms
(* (/ 1 (sqrt k)) (pow (* (* 2 PI) n) (/ (- 1 k) 2)))

prune15.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.5b

localize46.0ms

Local error

Found 4 expressions with local error:

2.9b
(pow (* (* 2 PI) n) (/ (- 1 k) 2))
0.3b
(/ 1 (sqrt k))
0.2b
(* (* 2 PI) n)
0.1b
(* (/ 1 (sqrt k)) (pow (* (* 2 PI) n) (/ (- 1 k) 2)))

rewrite119.0ms

Algorithm
rewrite-expression-head
Rules
72×add-sqr-sqrt add-exp-log
62×times-frac
57×*-un-lft-identity
44×add-cube-cbrt
38×prod-exp
25×sqrt-prod
23×associate-*l*
22×pow-unpow
17×pow1
16×add-cbrt-cube
15×pow-exp
12×div-exp
10×unswap-sqr
associate-*r*
sqr-pow
rec-exp associate-/r* 1-exp pow-prod-down difference-of-squares
pow-to-exp cbrt-unprod
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
pow-pow div-sub div-inv pow-flip associate-/l* distribute-lft-out-- pow-sub
cbrt-undiv unpow-prod-down *-commutative
frac-times clear-num frac-2neg sqrt-pow1 pow1/2 associate-*l/ associate-*r/ inv-pow
Counts
4 → 184
Calls
4 calls:
Slowest
41.0ms
(* (/ 1 (sqrt k)) (pow (* (* 2 PI) n) (/ (- 1 k) 2)))
33.0ms
(* (* 2 PI) n)
32.0ms
(pow (* (* 2 PI) n) (/ (- 1 k) 2))
10.0ms
(/ 1 (sqrt k))

series605.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
322.0ms
(* (/ 1 (sqrt k)) (pow (* (* 2 PI) n) (/ (- 1 k) 2)))
205.0ms
(pow (* (* 2 PI) n) (/ (- 1 k) 2))
45.0ms
(* (* 2 PI) n)
33.0ms
(/ 1 (sqrt k))

simplify20.1s

Counts
171 → 196
Calls
171 calls:
Slowest
869.0ms
(* (* (* (/ 1 (sqrt k)) (/ 1 (sqrt k))) (/ 1 (sqrt k))) (* (* (pow (* (* 2 PI) n) (/ (- 1 k) 2)) (pow (* (* 2 PI) n) (/ (- 1 k) 2))) (pow (* (* 2 PI) n) (/ (- 1 k) 2))))
727.0ms
(* (/ (sqrt 1) (sqrt (sqrt k))) (pow (* (* 2 PI) n) (/ (/ (- 1 k) 2) 2)))
609.0ms
(* (sqrt k) (pow (* (* 2 PI) n) (/ k 2)))
502.0ms
(exp (* 1/2 (* (- 1 k) (- (log (* -2 PI)) (log (/ -1 n))))))
466.0ms
(* (* (* (* 2 PI) (* 2 PI)) (* 2 PI)) (* (* n n) n))

prune2.2s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize32.0ms

Local error

Found 4 expressions with local error:

2.6b
(pow n (/ (- 1 k) 2))
0.5b
(pow (* 2 PI) (/ (- 1 k) 2))
0.3b
(/ 1 (sqrt k))
0.2b
(* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (- 1 k) 2)))

rewrite58.0ms

Algorithm
rewrite-expression-head
Rules
91×add-sqr-sqrt
80×times-frac
76×*-un-lft-identity
54×add-cube-cbrt
48×add-exp-log
44×pow-unpow
25×sqrt-prod
22×associate-*l*
21×prod-exp
12×difference-of-squares
11×add-cbrt-cube pow-exp
10×pow1 div-exp unswap-sqr
sqr-pow
pow-to-exp associate-/r* distribute-lft-out--
rec-exp unpow-prod-down 1-exp associate-*r*
expm1-log1p-u div-sub insert-posit16 log1p-expm1-u div-inv pow-sub add-log-exp
pow-pow pow-flip associate-/l*
cbrt-undiv cbrt-unprod
frac-times clear-num frac-2neg sqrt-pow1 pow1/2 pow-prod-down associate-*l/ associate-*r/ *-commutative inv-pow
Counts
4 → 197
Calls
4 calls:
Slowest
23.0ms
(* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (- 1 k) 2)))
15.0ms
(pow (* 2 PI) (/ (- 1 k) 2))
10.0ms
(/ 1 (sqrt k))
8.0ms
(pow n (/ (- 1 k) 2))

series491.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
293.0ms
(* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (- 1 k) 2)))
90.0ms
(pow n (/ (- 1 k) 2))
79.0ms
(pow (* 2 PI) (/ (- 1 k) 2))
29.0ms
(/ 1 (sqrt k))

simplify17.9s

Counts
184 → 209
Calls
184 calls:
Slowest
724.0ms
(* (* (* (/ 1 (sqrt k)) (/ 1 (sqrt k))) (/ 1 (sqrt k))) (* (* (pow (* 2 PI) (/ (- 1 k) 2)) (pow (* 2 PI) (/ (- 1 k) 2))) (pow (* 2 PI) (/ (- 1 k) 2))))
515.0ms
(+ (- (log 1) (log (sqrt k))) (* (log (* 2 PI)) (/ (- 1 k) 2)))
493.0ms
(+ (- (log 1) (log (sqrt k))) (* (log (* 2 PI)) (/ (- 1 k) 2)))
484.0ms
(+ (log (/ 1 (sqrt k))) (log (pow (* 2 PI) (/ (- 1 k) 2))))
456.0ms
(pow (* 2 PI) (/ (/ (- 1 k) 2) 2))

prune2.9s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.0b

localize58.0ms

Local error

Found 4 expressions with local error:

2.6b
(pow n (/ (- 1 k) 2))
0.3b
(/ 1 (sqrt k))
0.2b
(* (* (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow n (/ (- 1 k) 2)))
0.1b
(* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))

rewrite785.0ms

Algorithm
rewrite-expression-head
Rules
834×add-exp-log
722×prod-exp
276×pow-exp
173×pow-to-exp
106×div-exp
74×add-sqr-sqrt
62×times-frac
59×*-un-lft-identity
53×rec-exp 1-exp
46×add-cube-cbrt
45×div-sub
27×pow-sub
25×add-cbrt-cube sqrt-prod
23×associate-*l*
22×pow-unpow
18×frac-times associate-*l/
12×associate-*r*
11×cbrt-unprod
10×unswap-sqr
associate-*r/ sqr-pow
pow1 unpow-prod-down
associate-/r* difference-of-squares
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv div-inv pow-flip associate-/l* distribute-lft-out--
*-commutative
clear-num pow-pow frac-2neg sqrt-pow1 pow1/2 inv-pow
Counts
4 → 402
Calls
4 calls:
Slowest
720.0ms
(* (* (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow n (/ (- 1 k) 2)))
33.0ms
(* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))
10.0ms
(pow n (/ (- 1 k) 2))
10.0ms
(/ 1 (sqrt k))

series1.1s

Counts
4 → 12
Calls
4 calls:
Slowest
653.0ms
(* (* (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow n (/ (- 1 k) 2)))
300.0ms
(* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))
90.0ms
(pow n (/ (- 1 k) 2))
41.0ms
(/ 1 (sqrt k))

simplify1.6m

Counts
397 → 414
Calls
397 calls:
Slowest
961.0ms
(* (* (* 1 (pow (* 2 PI) (/ (/ 1 2) 2))) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow n (/ 1 2)))
851.0ms
(* (* (* (* (* (/ 1 (sqrt k)) (/ 1 (sqrt k))) (/ 1 (sqrt k))) (* (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))) (* (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))) (* (* (pow n (/ (- 1 k) 2)) (pow n (/ (- 1 k) 2))) (pow n (/ (- 1 k) 2))))
761.0ms
(+ (+ (+ (log (/ 1 (sqrt k))) (* (log (* 2 PI)) (/ (/ (- 1 k) 2) 2))) (* (log (* 2 PI)) (/ (/ (- 1 k) 2) 2))) (log (pow n (/ (- 1 k) 2))))
749.0ms
(* (* (* 1 (pow (* 2 PI) (/ (/ 1 2) 2))) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow n (/ (- 1 k) 2)))
686.0ms
(* (* (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ 1 2) 2))) (pow (* 2 PI) (/ (/ 1 2) 2))) (pow n (/ (- 1 k) 2)))

prune6.3s

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize41.0ms

Local error

Found 4 expressions with local error:

2.6b
(pow n (/ (- 1 k) 2))
0.3b
(/ 1 (sqrt k))
0.2b
(* (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2))))
0.1b
(* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))

rewrite193.0ms

Algorithm
rewrite-expression-head
Rules
883×add-exp-log
756×prod-exp
283×pow-exp
176×pow-to-exp
114×div-exp
72×add-sqr-sqrt
62×times-frac
57×rec-exp *-un-lft-identity 1-exp
45×div-sub
44×add-cube-cbrt
32×add-cbrt-cube
27×pow-sub
25×sqrt-prod
23×associate-*l*
22×pow-unpow
18×frac-times
15×cbrt-unprod
12×associate-*l/ associate-*r/
10×unswap-sqr
pow1
sqr-pow
associate-/r* associate-*r* difference-of-squares
expm1-log1p-u cbrt-undiv unpow-prod-down insert-posit16 log1p-expm1-u add-log-exp
div-inv pow-flip associate-/l* distribute-lft-out--
*-commutative
clear-num pow-pow frac-2neg sqrt-pow1 pow1/2 pow-prod-down inv-pow
Counts
4 → 413
Calls
4 calls:
Slowest
137.0ms
(* (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2))))
34.0ms
(* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))
5.0ms
(/ 1 (sqrt k))
5.0ms
(pow n (/ (- 1 k) 2))

series1.1s

Counts
4 → 12
Calls
4 calls:
Slowest
662.0ms
(* (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2))))
267.0ms
(* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))
93.0ms
(pow n (/ (- 1 k) 2))
32.0ms
(/ 1 (sqrt k))

simplify1.8m

Counts
410 → 425
Calls
410 calls:
Slowest
1.0s
(* (* (* (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))) (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))) (* (* (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2))) (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2)))) (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2)))))
1.0s
(+ (+ (- (log 1) (log (sqrt k))) (log (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))) (log (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2)))))
915.0ms
(* (* (/ (* (* 1 1) 1) (* (* (sqrt k) (sqrt k)) (sqrt k))) (* (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))) (* (* (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2))) (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2)))) (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2)))))
892.0ms
(+ (log (* (/ 1 (sqrt k)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))) (+ (* (log (* 2 PI)) (/ (/ (- 1 k) 2) 2)) (* (log n) (/ (- 1 k) 2))))
851.0ms
(* (* (* (* (/ 1 (sqrt k)) (/ 1 (sqrt k))) (/ 1 (sqrt k))) (* (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2))) (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)))) (* (* (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2))) (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2)))) (* (pow (* 2 PI) (/ (/ (- 1 k) 2) 2)) (pow n (/ (- 1 k) 2)))))

prune5.9s

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0b

regimes239.0ms

Accuracy

0% (0.4b remaining)

Error of 0.4b against oracle of 0.0b and baseline of 0.4b

bsearch5.0ms

end0.0ms

sample6.8s

Algorithm
intervals
Results
3.7s20289×body80nan
2.2s11844×body80valid
1.0msbody160nan