Details

Time bar (total: 15.4s)

sample56.0ms

Algorithm
intervals
Results
14.0ms50×body1280valid
9.0ms312×body80nan
9.0ms48×body640valid
6.0ms123×body80valid
3.0ms28×body320valid
1.0msbody160valid

simplify4.0ms

Counts
1 → 1
Iterations
IterNodes
done10
210
19
06

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 31.3b

localize22.0ms

Local error

Found 2 expressions with local error:

2.0b
(- (log (+ N 1.0)) (log N))
3.0b
(log (+ N 1.0))

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity
16×add-sqr-sqrt pow1 prod-diff
14×log-pow add-cube-cbrt
11×log-prod
log-div fma-neg associate--l+ distribute-lft-out--
add-exp-log associate--r+
associate--l- expm1-log1p-u flip3-+ add-cbrt-cube flip-+ log1p-expm1-u distribute-lft-out add-log-exp
sub-neg flip3-- diff-log rem-log-exp flip-- difference-of-squares
Counts
2 → 65
Calls
2 calls:
12.0ms
(- (log (+ N 1.0)) (log N))
4.0ms
(log (+ N 1.0))

series184.0ms

Counts
2 → 6
Calls
2 calls:
128.0ms
(- (log (+ N 1.0)) (log N))
55.0ms
(log (+ N 1.0))

simplify2.5s

Counts
71 → 71
Iterations
IterNodes
done5000
32048
2709
1286
0127

prune289.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize23.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (/ 0.3333333333333333 N) (/ (/ 1 N) N))
0.1b
(/ (/ 1 N) N)
0.1b
(/ (/ 1 N) N)
12.8b
(- (* (/ 0.3333333333333333 N) (/ (/ 1 N) N)) (* 0.5 (/ (/ 1 N) N)))

rewrite152.0ms

Algorithm
rewrite-expression-head
Rules
240×times-frac
161×add-sqr-sqrt
132×*-un-lft-identity
130×add-cube-cbrt
57×add-exp-log
43×associate-*r*
35×add-cbrt-cube
29×div-exp
26×associate-/l*
17×div-inv
15×cbrt-undiv
13×associate-*l*
12×pow1
10×prod-exp unswap-sqr
associate-*r/
associate-/r* cbrt-unprod add-log-exp
expm1-log1p-u rec-exp 1-exp log1p-expm1-u pow-div
associate-*l/ frac-sub
frac-times clear-num frac-2neg pow-flip inv-pow sub-div associate-/l/
sub-neg flip3-- distribute-rgt-out-- fma-neg diff-log prod-diff pow-prod-down *-commutative flip--
Counts
4 → 270
Calls
4 calls:
46.0ms
(* (/ 0.3333333333333333 N) (/ (/ 1 N) N))
18.0ms
(/ (/ 1 N) N)
20.0ms
(/ (/ 1 N) N)
41.0ms
(- (* (/ 0.3333333333333333 N) (/ (/ 1 N) N)) (* 0.5 (/ (/ 1 N) N)))

series254.0ms

Counts
4 → 12
Calls
4 calls:
50.0ms
(* (/ 0.3333333333333333 N) (/ (/ 1 N) N))
18.0ms
(/ (/ 1 N) N)
27.0ms
(/ (/ 1 N) N)
159.0ms
(- (* (/ 0.3333333333333333 N) (/ (/ 1 N) N)) (* 0.5 (/ (/ 1 N) N)))

simplify1.9s

Counts
282 → 282
Iterations
IterNodes
done5041
23117
1894
0300

prune1.3s

Pruning

2 alts after pruning (1 fresh and 1 done)

Merged error: 0.0b

localize7.0ms

Local error

Found 1 expressions with local error:

2.4b
(log (/ (+ 1.0 N) N))

rewrite7.0ms

Algorithm
rewrite-expression-head
Rules
16×log-prod
15×*-un-lft-identity
12×times-frac
add-sqr-sqrt add-cube-cbrt
add-exp-log
distribute-lft-out
pow1 rem-log-exp
expm1-log1p-u log-div add-cbrt-cube div-exp log-pow log1p-expm1-u div-inv add-log-exp
Counts
1 → 29
Calls
1 calls:
5.0ms
(log (/ (+ 1.0 N) N))

series121.0ms

Counts
1 → 3
Calls
1 calls:
121.0ms
(log (/ (+ 1.0 N) N))

simplify2.5s

Counts
32 → 32
Iterations
IterNodes
done5000
43729
31118
2376
1173
086

prune192.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 3 expressions with local error:

0.0b
(log (sqrt N))
0.4b
(/ (+ 1.0 N) (sqrt N))
2.5b
(+ (- (log (sqrt N))) (log (/ (+ 1.0 N) (sqrt N))))

rewrite70.0ms

Algorithm
rewrite-expression-head
Rules
75×*-un-lft-identity
48×times-frac
42×add-sqr-sqrt add-cube-cbrt
40×log-prod
33×sqrt-prod
28×associate-+r+
19×distribute-lft-out
16×fma-def
14×pow1 log-pow
10×distribute-rgt-neg-in
distribute-lft-neg-in associate-+l+ distribute-neg-in associate-/r* add-exp-log
add-cbrt-cube
associate-/l* add-log-exp
expm1-log1p-u sqrt-pow1 pow1/2 log1p-expm1-u
sum-log flip3-+ flip-+ div-inv associate-/l/
neg-sub0 cbrt-undiv +-commutative log-div clear-num associate-+r- neg-mul-1 frac-2neg div-exp rem-log-exp neg-log associate-+l-
Counts
3 → 141
Calls
3 calls:
2.0ms
(log (sqrt N))
24.0ms
(/ (+ 1.0 N) (sqrt N))
39.0ms
(+ (- (log (sqrt N))) (log (/ (+ 1.0 N) (sqrt N))))

series411.0ms

Counts
3 → 9
Calls
3 calls:
91.0ms
(log (sqrt N))
91.0ms
(/ (+ 1.0 N) (sqrt N))
229.0ms
(+ (- (log (sqrt N))) (log (/ (+ 1.0 N) (sqrt N))))

simplify1.5s

Counts
150 → 150
Iterations
IterNodes
done5000
21369
1487
0205

prune837.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.0b

regimes45.0ms

Accuracy

100% (0.0b remaining)

Error of 0.1b against oracle of 0.1b and baseline of 31.9b

bsearch53.0ms

Steps
ItersRangePoint
9
4.9803363081918155
573579.0075499975
8915.293301236256

simplify6.0ms

Iterations
IterNodes
done23
123
018

end0.0ms

sample2.8s

Algorithm
intervals
Results
784.0ms1264×body640valid
769.0ms1676×body1280valid
489.0ms7998×body80nan
319.0ms4128×body80valid
112.0ms665×body320valid
27.0ms267×body160valid