Details

Time bar (total: 11.8s)

sample84.0ms

Algorithm
intervals
Results
22.0ms50×body1280valid
15.0ms312×body80nan
13.0ms48×body640valid
9.0ms123×body80valid
5.0ms28×body320valid
1.0msbody160valid

simplify3.0ms

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

localize35.0ms

Local error

Found 2 expressions with local error:

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

rewrite34.0ms

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:
22.0ms
(- (log (+ N 1.0)) (log N))
8.0ms
(log (+ N 1.0))

series511.0ms

Counts
2 → 6
Calls
2 calls:
115.0ms
(- (log (+ N 1.0)) (log N))
396.0ms
(log (+ N 1.0))

simplify1.3s

Counts
71 → 71
Iterations
IterNodes
done5001
21090
1287
0127

prune271.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 3 expressions with local error:

0.0b
(fma (/ 1 N) 1.0 (* (/ (/ 1 N) N) (- (/ 0.3333333333333333 N) 0.5)))
0.1b
(* (/ (/ 1 N) N) (- (/ 0.3333333333333333 N) 0.5))
0.1b
(/ (/ 1 N) N)

rewrite146.0ms

Algorithm
rewrite-expression-head
Rules
201×times-frac
167×add-sqr-sqrt
152×*-un-lft-identity
149×add-cube-cbrt
78×prod-diff
43×associate-*l*
41×distribute-rgt-in distribute-lft-in
27×add-exp-log
17×add-cbrt-cube
16×div-inv
13×associate-/l*
12×div-exp
pow1
cbrt-undiv associate-*r*
prod-exp unswap-sqr
expm1-log1p-u associate-/r* cbrt-unprod log1p-expm1-u add-log-exp
frac-times rec-exp sub-neg flip3-- 1-exp associate-*r/ flip-- difference-of-squares pow-div
clear-num frac-2neg pow-prod-down associate-*l/ *-commutative fma-udef pow-flip distribute-lft-out-- inv-pow associate-/l/
Counts
3 → 246
Calls
3 calls:
0.0ms
(fma (/ 1 N) 1.0 (* (/ (/ 1 N) N) (- (/ 0.3333333333333333 N) 0.5)))
102.0ms
(* (/ (/ 1 N) N) (- (/ 0.3333333333333333 N) 0.5))
21.0ms
(/ (/ 1 N) N)

series226.0ms

Counts
3 → 9
Calls
3 calls:
68.0ms
(fma (/ 1 N) 1.0 (* (/ (/ 1 N) N) (- (/ 0.3333333333333333 N) 0.5)))
125.0ms
(* (/ (/ 1 N) N) (- (/ 0.3333333333333333 N) 0.5))
33.0ms
(/ (/ 1 N) N)

simplify1.2s

Counts
255 → 255
Iterations
IterNodes
done5001
11227
0416

prune1.4s

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 (/ (+ N 1.0) N))

rewrite11.0ms

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:
9.0ms
(log (/ (+ N 1.0) N))

series118.0ms

Counts
1 → 3
Calls
1 calls:
118.0ms
(log (/ (+ N 1.0) N))

simplify1.3s

Counts
32 → 32
Iterations
IterNodes
done5001
31934
2467
1173
086

prune175.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 3 expressions with local error:

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

rewrite68.0ms

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))
15.0ms
(/ (+ N 1.0) (sqrt N))
45.0ms
(+ (- (log (sqrt N))) (log (/ (+ N 1.0) (sqrt N))))

series373.0ms

Counts
3 → 9
Calls
3 calls:
70.0ms
(log (sqrt N))
64.0ms
(/ (+ N 1.0) (sqrt N))
239.0ms
(+ (- (log (sqrt N))) (log (/ (+ N 1.0) (sqrt N))))

simplify1.4s

Counts
150 → 150
Iterations
IterNodes
done5000
21976
1486
0205

prune670.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.0b

regimes63.0ms

Accuracy

100% (0.0b remaining)

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

bsearch32.0ms

Steps
ItersRangePoint
9
4.9803363081918155
573579.0075499975
8915.293301236256

simplify3.0ms

Iterations
IterNodes
done21
121
017

end0.0ms

sample2.3s

Algorithm
intervals
Results
696.0ms1676×body1280valid
486.0ms7998×body80nan
354.0ms1264×body640valid
323.0ms4128×body80valid
144.0ms665×body320valid
28.0ms267×body160valid