Details

Time bar (total: 15.2s)

sample99.0ms

Algorithm
intervals
Results
36.0ms51×body1280valid
15.0ms39×body640valid
15.0ms143×body80valid
14.0ms229×body80nan
4.0ms12×body320valid
2.0ms11×body160valid

simplify8.0ms

Counts
1 → 1
Iterations
IterNodes
done12
212
111
06

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 26.7b

localize24.0ms

Local error

Found 2 expressions with local error:

2.5b
(- (log (+ N 1)) (log N))
2.8b
(log (+ N 1))

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
13×*-un-lft-identity
11×log-prod
add-sqr-sqrt pow1
log-pow add-cube-cbrt
log-div associate--l+ distribute-lft-out--
add-exp-log associate--r+
associate--l- flip3-+ add-cbrt-cube flip-+ insert-posit16 distribute-lft-out add-log-exp
sub-neg flip3-- diff-log rem-log-exp flip-- difference-of-squares
Counts
2 → 43
Calls
2 calls:
14.0ms
(- (log (+ N 1)) (log N))
6.0ms
(log (+ N 1))

series117.0ms

Counts
2 → 6
Calls
2 calls:
94.0ms
(- (log (+ N 1)) (log N))
23.0ms
(log (+ N 1))

simplify2.5s

Counts
49 → 49
Iterations
IterNodes
done5001
43749
31329
2452
1200
097

prune278.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.1b

localize20.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (+ 1 N) N)
2.6b
(log (/ (+ 1 N) N))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
33×*-un-lft-identity
24×times-frac
19×add-sqr-sqrt add-cube-cbrt
16×log-prod
add-exp-log distribute-lft-out
add-cbrt-cube associate-/l*
pow1 associate-/r*
div-exp rem-log-exp insert-posit16 div-inv add-log-exp associate-/l/
cbrt-undiv log-div clear-num frac-2neg flip3-+ log-pow flip-+
Counts
2 → 62
Calls
2 calls:
14.0ms
(/ (+ 1 N) N)
5.0ms
(log (/ (+ 1 N) N))

series129.0ms

Counts
2 → 6
Calls
2 calls:
69.0ms
(/ (+ 1 N) N)
60.0ms
(log (/ (+ 1 N) N))

simplify1.6s

Counts
68 → 68
Iterations
IterNodes
done5300
32187
2578
1233
0102

prune211.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.1b

localize36.0ms

Local error

Found 4 expressions with local error:

0.0b
(sqrt (+ 1 N))
0.1b
(/ (sqrt (+ 1 N)) N)
2.5b
(+ (log (sqrt (+ 1 N))) (log (/ (sqrt (+ 1 N)) N)))
2.9b
(log (sqrt (+ 1 N)))

rewrite47.0ms

Algorithm
rewrite-expression-head
Rules
63×*-un-lft-identity
42×times-frac
40×add-sqr-sqrt sqrt-prod
39×log-prod add-cube-cbrt
25×associate-+r+
14×distribute-lft-out
11×pow1
sqrt-div
associate-+l+ add-exp-log log-pow associate-/l*
add-cbrt-cube
log-div flip3-+ flip-+
insert-posit16 add-log-exp
associate-/r*
sqrt-pow1 pow1/2 associate-+l- div-inv associate-/l/
cbrt-undiv +-commutative rem-sqrt-square clear-num associate-+r- sum-log frac-2neg div-exp rem-log-exp
Counts
4 → 135
Calls
4 calls:
10.0ms
(sqrt (+ 1 N))
11.0ms
(/ (sqrt (+ 1 N)) N)
14.0ms
(+ (log (sqrt (+ 1 N))) (log (/ (sqrt (+ 1 N)) N)))
7.0ms
(log (sqrt (+ 1 N)))

series451.0ms

Counts
4 → 12
Calls
4 calls:
42.0ms
(sqrt (+ 1 N))
107.0ms
(/ (sqrt (+ 1 N)) N)
235.0ms
(+ (log (sqrt (+ 1 N))) (log (/ (sqrt (+ 1 N)) N)))
67.0ms
(log (sqrt (+ 1 N)))

simplify2.7s

Counts
147 → 147
Iterations
IterNodes
done5004
34618
21162
1454
0215

prune592.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.1b

localize37.0ms

Local error

Found 4 expressions with local error:

0.3b
(cbrt (log (/ (+ 1 N) N)))
2.6b
(log (/ (+ 1 N) N))
2.6b
(log (/ (+ 1 N) N))
2.6b
(log (/ (+ 1 N) N))

rewrite24.0ms

Algorithm
rewrite-expression-head
Rules
48×log-prod
47×*-un-lft-identity
36×times-frac
29×add-sqr-sqrt add-cube-cbrt
13×add-exp-log
distribute-lft-out
pow1
rem-log-exp
cbrt-prod add-cbrt-cube log-pow insert-posit16 add-log-exp
log-div div-exp div-inv
pow1/3
Counts
4 → 97
Calls
4 calls:
2.0ms
(cbrt (log (/ (+ 1 N) N)))
7.0ms
(log (/ (+ 1 N) N))
7.0ms
(log (/ (+ 1 N) N))
7.0ms
(log (/ (+ 1 N) N))

series295.0ms

Counts
4 → 12
Calls
4 calls:
130.0ms
(cbrt (log (/ (+ 1 N) N)))
64.0ms
(log (/ (+ 1 N) N))
52.0ms
(log (/ (+ 1 N) N))
49.0ms
(log (/ (+ 1 N) N))

simplify2.0s

Counts
109 → 109
Iterations
IterNodes
done5000
32246
2723
1290
0134

prune469.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.1b

regimes65.0ms

Accuracy

100% (0.0b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 28.7b

bsearch54.0ms

Steps
ItersRangePoint
7
315.1021581913647
12461.173664998358
8041.189519456958

simplify4.0ms

Iterations
IterNodes
done20
120
016

end0.0ms

sample3.4s

Algorithm
intervals
Results
1.4s1684×body1280valid
617.0ms7961×body80nan
523.0ms1231×body640valid
389.0ms4163×body80valid
216.0ms610×body320valid
52.0ms312×body160valid