Details

Time bar (total: 16.0s)

sample98.0ms

Algorithm
intervals
Results
23.0ms312×body80nan
22.0ms50×body1280valid
14.0ms48×body640valid
9.0ms123×body80valid
5.0ms28×body320valid
1.0msbody160valid

simplify5.0ms

Counts
1 → 1
Iterations
IterNodes
done10
210
19
06

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 31.3b

localize10.0ms

Local error

Found 2 expressions with local error:

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

rewrite22.0ms

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:
16.0ms
(- (log (+ N 1.0)) (log N))
4.0ms
(log (+ N 1.0))

series230.0ms

Counts
2 → 6
Calls
2 calls:
152.0ms
(- (log (+ N 1.0)) (log N))
78.0ms
(log (+ N 1.0))

simplify2.7s

Counts
71 → 71
Iterations
IterNodes
done5000
32048
2709
1286
0127

prune349.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize20.0ms

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)))

rewrite119.0ms

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:
56.0ms
(* (/ 0.3333333333333333 N) (/ (/ 1 N) N))
10.0ms
(/ (/ 1 N) N)
10.0ms
(/ (/ 1 N) N)
24.0ms
(- (* (/ 0.3333333333333333 N) (/ (/ 1 N) N)) (* 0.5 (/ (/ 1 N) N)))

series226.0ms

Counts
4 → 12
Calls
4 calls:
51.0ms
(* (/ 0.3333333333333333 N) (/ (/ 1 N) N))
19.0ms
(/ (/ 1 N) N)
36.0ms
(/ (/ 1 N) N)
120.0ms
(- (* (/ 0.3333333333333333 N) (/ (/ 1 N) N)) (* 0.5 (/ (/ 1 N) N)))

simplify2.1s

Counts
282 → 282
Iterations
IterNodes
done5041
23117
1894
0300

prune1.4s

Pruning

2 alts after pruning (1 fresh and 1 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 1 expressions with local error:

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

rewrite8.0ms

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:
7.0ms
(log (/ (+ 1.0 N) N))

series147.0ms

Counts
1 → 3
Calls
1 calls:
147.0ms
(log (/ (+ 1.0 N) N))

simplify2.5s

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

prune138.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.0b

localize38.0ms

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))))

rewrite100.0ms

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:
3.0ms
(log (sqrt N))
31.0ms
(/ (+ 1.0 N) (sqrt N))
54.0ms
(+ (- (log (sqrt N))) (log (/ (+ 1.0 N) (sqrt N))))

series435.0ms

Counts
3 → 9
Calls
3 calls:
113.0ms
(log (sqrt N))
63.0ms
(/ (+ 1.0 N) (sqrt N))
259.0ms
(+ (- (log (sqrt N))) (log (/ (+ 1.0 N) (sqrt N))))

simplify1.5s

Counts
150 → 150
Iterations
IterNodes
done5000
21369
1487
0205

prune748.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.0b

regimes39.0ms

Accuracy

100% (0.0b remaining)

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

bsearch55.0ms

Steps
ItersRangePoint
9
4.9803363081918155
573579.0075499975
8915.293301236256

simplify3.0ms

Iterations
IterNodes
done23
123
018

end0.0ms

sample3.0s

Algorithm
intervals
Results
1.2s1676×body1280valid
409.0ms4128×body80valid
387.0ms7998×body80nan
341.0ms1264×body640valid
117.0ms665×body320valid
71.0ms267×body160valid