Details

Time bar (total: 22.9s)

sample119.0ms

Algorithm
intervals
Results
39.0ms56×body1280valid
20.0ms246×body80nan
18.0ms39×body640valid
15.0ms128×body80valid
7.0ms20×body320valid
3.0ms13×body160valid

simplify10.0ms

Counts
1 → 1
Iterations
IterNodes
313
213
111
06

prune35.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 30.2b

localize18.0ms

Local error

Found 2 expressions with local error:

0.0b
(log1p N)
3.8b
(- (log1p N) (log N))

rewrite15.0ms

Algorithm
rewrite-expression-head
Rules
14×*-un-lft-identity
13×add-sqr-sqrt
12×prod-diff
11×add-cube-cbrt
pow1
log-pow
expm1-log1p-u log-prod fma-neg associate--r+ add-log-exp
log1p-udef add-cbrt-cube diff-log add-exp-log insert-posit16 log1p-expm1-u distribute-lft-out--
sub-neg flip3-- log1p-expm1 flip-- difference-of-squares
Counts
2 → 49
Calls
2 calls:
1.0ms
(log1p N)
12.0ms
(- (log1p N) (log N))

series476.0ms

Counts
2 → 6
Calls
2 calls:
23.0ms
(log1p N)
453.0ms
(- (log1p N) (log N))

simplify4.6s

Counts
55 → 55
Iterations
IterNodes
44832
31464
2491
1223
0101

prune394.0ms

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
(/ (+ 1 N) N)
3.9b
(log (/ (+ 1 N) N))

rewrite31.0ms

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*
expm1-log1p-u div-exp rem-log-exp insert-posit16 log1p-expm1-u div-inv add-log-exp associate-/l/
cbrt-undiv log-div clear-num frac-2neg flip3-+ log-pow flip-+
Counts
2 → 66
Calls
2 calls:
26.0ms
(/ (+ 1 N) N)
4.0ms
(log (/ (+ 1 N) N))

series100.0ms

Counts
2 → 6
Calls
2 calls:
51.0ms
(/ (+ 1 N) N)
48.0ms
(log (/ (+ 1 N) N))

simplify2.8s

Counts
72 → 72
Iterations
IterNodes
45149
31527
2507
1232
0106

prune515.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize20.0ms

Local error

Found 4 expressions with local error:

0.0b
(log (/ 1 (sqrt N)))
0.3b
(/ 1 (sqrt N))
0.4b
(/ (+ 1 N) (sqrt N))
4.0b
(+ (log (/ 1 (sqrt N))) (log (/ (+ 1 N) (sqrt N))))

rewrite61.0ms

Algorithm
rewrite-expression-head
Rules
108×*-un-lft-identity
102×times-frac
78×add-sqr-sqrt add-cube-cbrt
72×log-prod
57×sqrt-prod
28×associate-+r+
22×associate-+l+
17×distribute-lft-out
16×pow1
15×add-exp-log
14×log-pow
12×associate-/r*
pow-flip
fma-def add-cbrt-cube
associate-/l*
div-exp div-inv
expm1-log1p-u rem-log-exp insert-posit16 log1p-expm1-u add-log-exp
log-div sqrt-pow1 pow1/2 inv-pow
cbrt-undiv rec-exp clear-num frac-2neg flip3-+ 1-exp flip-+ associate-/l/
+-commutative associate-+r- sum-log log-rec associate-+l-
Counts
4 → 220
Calls
4 calls:
3.0ms
(log (/ 1 (sqrt N)))
5.0ms
(/ 1 (sqrt N))
15.0ms
(/ (+ 1 N) (sqrt N))
35.0ms
(+ (log (/ 1 (sqrt N))) (log (/ (+ 1 N) (sqrt N))))

series431.0ms

Counts
4 → 12
Calls
4 calls:
95.0ms
(log (/ 1 (sqrt N)))
45.0ms
(/ 1 (sqrt N))
67.0ms
(/ (+ 1 N) (sqrt N))
224.0ms
(+ (log (/ 1 (sqrt N))) (log (/ (+ 1 N) (sqrt N))))

simplify4.0s

Counts
232 → 232
Iterations
IterNodes
34860
21567
1626
0280

prune2.1s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize19.0ms

Local error

Found 4 expressions with local error:

0.2b
(fma (/ 1 (* N N)) -1/2 (/ 1 N))
0.5b
(/ 1 (* N N))
0.5b
(/ 1 (* N N))
11.3b
(fma 1/3 (/ (/ 1 (* N N)) N) (fma (/ 1 (* N N)) -1/2 (/ 1 N)))

rewrite30.0ms

Algorithm
rewrite-expression-head
Rules
26×add-exp-log
20×pow1
14×add-cbrt-cube
12×pow-flip
add-sqr-sqrt *-un-lft-identity div-exp add-cube-cbrt
times-frac prod-exp associate-/l*
expm1-log1p-u cbrt-undiv rec-exp 1-exp insert-posit16 log1p-expm1-u add-log-exp
pow2 clear-num associate-/r* frac-2neg pow-plus pow-prod-down pow-sqr pow-prod-up cbrt-unprod fma-udef div-inv inv-pow
Counts
4 → 92
Calls
4 calls:
0.0ms
(fma (/ 1 (* N N)) -1/2 (/ 1 N))
14.0ms
(/ 1 (* N N))
14.0ms
(/ 1 (* N N))
0.0ms
(fma 1/3 (/ (/ 1 (* N N)) N) (fma (/ 1 (* N N)) -1/2 (/ 1 N)))

series169.0ms

Counts
4 → 12
Calls
4 calls:
97.0ms
(fma (/ 1 (* N N)) -1/2 (/ 1 N))
26.0ms
(/ 1 (* N N))
18.0ms
(/ 1 (* N N))
28.0ms
(fma 1/3 (/ (/ 1 (* N N)) N) (fma (/ 1 (* N N)) -1/2 (/ 1 N)))

simplify2.8s

Counts
104 → 104
Iterations
IterNodes
44249
31429
2385
1179
091

prune901.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.0b

regimes69.0ms

Accuracy

99.9% (0.0b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 28.8b

bsearch52.0ms

Steps
ItersRangePoint
10
19.9847175368848
4649870806659.843
8114.657537075721

simplify4.0ms

Iterations
IterNodes
219
119
016

end0.0ms

sample3.1s

Algorithm
intervals
Results
892.0ms1694×body1280valid
839.0ms1215×body640valid
524.0ms8213×body80nan
381.0ms4159×body80valid
168.0ms614×body320valid
45.0ms318×body160valid