Details

Time bar (total: 6.6s)

sample76.0ms

Algorithm
intervals
Results
24.0ms56×body1280valid
11.0ms251×body80nan
10.0ms134×body80valid
8.0ms35×body640valid
4.0ms24×body320valid
1.0msbody160valid

simplify2.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 28.4b

localize8.0ms

Local error

Found 2 expressions with local error:

3.4b
(- (log (+ N 1.0)) (log N))
3.5b
(log (+ N 1.0))

rewrite42.0ms

Algorithm
rewrite-expression-head
Rules
13×*-un-lft-identity
11×log-prod
pow1 add-sqr-sqrt
add-cube-cbrt log-pow
log-div associate--l+ distribute-lft-out--
add-exp-log associate--r+
associate--l- flip3-+ add-cbrt-cube flip-+ distribute-lft-out add-log-exp
sub-neg flip3-- diff-log rem-log-exp flip-- difference-of-squares
Counts
2 → 41
Calls
2 calls:
33.0ms
(- (log (+ N 1.0)) (log N))
7.0ms
(log (+ N 1.0))

series173.0ms

Counts
2 → 6
Calls
2 calls:
117.0ms
(- (log (+ N 1.0)) (log N))
55.0ms
(log (+ N 1.0))

simplify94.0ms

Counts
47 → 47

prune151.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (+ N 1.0) N)
3.3b
(log (/ (+ N 1.0) N))

rewrite73.0ms

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 div-inv associate-/l/ add-log-exp
cbrt-undiv log-div frac-2neg flip3-+ clear-num log-pow flip-+
Counts
2 → 60
Calls
2 calls:
58.0ms
(/ (+ N 1.0) N)
11.0ms
(log (/ (+ N 1.0) N))

series215.0ms

Counts
2 → 6
Calls
2 calls:
73.0ms
(/ (+ N 1.0) N)
142.0ms
(log (/ (+ N 1.0) N))

simplify72.0ms

Counts
66 → 66

prune182.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 4 expressions with local error:

0.1b
(sqrt (/ (+ N 1.0) N))
0.1b
(sqrt (/ (+ N 1.0) N))
0.2b
(* (sqrt (/ (+ N 1.0) N)) (sqrt (/ (+ N 1.0) N)))
3.3b
(log (* (sqrt (/ (+ N 1.0) N)) (sqrt (/ (+ N 1.0) N))))

rewrite112.0ms

Algorithm
rewrite-expression-head
Rules
122×sqrt-prod
114×*-un-lft-identity
94×add-sqr-sqrt
92×times-frac
60×add-cube-cbrt
37×pow1
27×swap-sqr
24×distribute-lft-out
19×associate-*r* associate-*l*
18×sqrt-pow1 pow1/2
14×log-pow
10×sqrt-div pow-prod-up
add-exp-log unswap-sqr
pow-prod-down pow-sqr add-cbrt-cube div-inv
rem-sqrt-square add-log-exp
log-div
pow2 frac-times pow-plus associate-*r/ rem-log-exp associate-*l/ prod-exp
log-prod sqrt-unprod rem-square-sqrt *-commutative cbrt-unprod
Counts
4 → 185
Calls
4 calls:
10.0ms
(sqrt (/ (+ N 1.0) N))
11.0ms
(sqrt (/ (+ N 1.0) N))
59.0ms
(* (sqrt (/ (+ N 1.0) N)) (sqrt (/ (+ N 1.0) N)))
21.0ms
(log (* (sqrt (/ (+ N 1.0) N)) (sqrt (/ (+ N 1.0) N))))

series437.0ms

Counts
4 → 12
Calls
4 calls:
83.0ms
(sqrt (/ (+ N 1.0) N))
70.0ms
(sqrt (/ (+ N 1.0) N))
145.0ms
(* (sqrt (/ (+ N 1.0) N)) (sqrt (/ (+ N 1.0) N)))
138.0ms
(log (* (sqrt (/ (+ N 1.0) N)) (sqrt (/ (+ N 1.0) N))))

simplify98.0ms

Counts
197 → 197

prune584.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(log (- (log (+ N 1.0)) (log N)))
0.8b
(exp (log (- (log (+ N 1.0)) (log N))))
3.4b
(- (log (+ N 1.0)) (log N))
3.5b
(log (+ N 1.0))

rewrite49.0ms

Algorithm
rewrite-expression-head
Rules
27×log-prod
26×*-un-lft-identity
19×pow1
16×add-sqr-sqrt
15×log-pow
12×distribute-lft-out--
10×add-cube-cbrt
log-div exp-sum
add-exp-log
exp-prod associate--l+ add-cbrt-cube add-log-exp
flip3-- flip-- associate--r+ difference-of-squares
associate--l- flip3-+ exp-diff rem-log-exp flip-+ distribute-lft-out
sub-neg diff-log rem-exp-log
Counts
4 → 82
Calls
4 calls:
13.0ms
(log (- (log (+ N 1.0)) (log N)))
16.0ms
(exp (log (- (log (+ N 1.0)) (log N))))
12.0ms
(- (log (+ N 1.0)) (log N))
5.0ms
(log (+ N 1.0))

series604.0ms

Counts
4 → 12
Calls
4 calls:
207.0ms
(log (- (log (+ N 1.0)) (log N)))
194.0ms
(exp (log (- (log (+ N 1.0)) (log N))))
133.0ms
(- (log (+ N 1.0)) (log N))
70.0ms
(log (+ N 1.0))

simplify79.0ms

Counts
94 → 94

prune240.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

regimes79.0ms

Accuracy

99.8% (0.1b remaining)

Error of 0.1b against oracle of 0.1b and baseline of 29.4b

bsearch5.0ms

simplify129.0ms

end0.0ms

sample3.1s

Algorithm
intervals
Results
1.4s1770×body1280valid
481.0ms8028×body80nan
346.0ms1309×body640valid
329.0ms4092×body80valid
97.0ms563×body320valid
28.0ms266×body160valid