Details

Time bar (total: 4.3s)

sample49.0ms

Algorithm
intervals
Results
18.0ms66×body1280valid
6.0ms46×body640valid
6.0ms278×body80nan
5.0ms114×body80valid
2.0ms21×body320valid
1.0msbody160valid

simplify4.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
094
1104
2104
done104

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 33.4b

localize7.0ms

Local error

Found 2 expressions with local error:

2.4b
(- (log (+ N 1.0)) (log N))
2.5b
(log (+ N 1.0))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity
16×pow1 add-sqr-sqrt prod-diff
14×add-cube-cbrt log-pow
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:
14.0ms
(- (log (+ N 1.0)) (log N))
5.0ms
(log (+ N 1.0))

series131.0ms

Counts
2 → 6
Calls
2 calls:
88.0ms
(- (log (+ N 1.0)) (log N))
43.0ms
(log (+ N 1.0))

simplify118.0ms

Counts
71 → 71
Iterations

Useful iterations: 3 (113.0ms)

IterNodesCost
0277598
1837444
23748347
35001345
done5001345

prune133.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.1b

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* (/ 1 (pow N 2)) (- (/ 0.3333333333333333 N) 0.5)) (/ 1.0 N))
0.1b
(* (/ 1 (pow N 2)) (- (/ 0.3333333333333333 N) 0.5))
0.5b
(/ 1 (pow N 2))

rewrite160.0ms

Algorithm
rewrite-expression-head
Rules
195×add-sqr-sqrt
178×*-un-lft-identity
172×add-cube-cbrt
165×times-frac
156×prod-diff
82×distribute-rgt-in associate-+l+ distribute-lft-in
32×add-exp-log
28×associate-*l*
23×unpow-prod-down
14×div-inv
12×div-exp
10×prod-exp add-cbrt-cube
unpow2 unswap-sqr sqr-pow
associate-/r*
pow-to-exp rec-exp 1-exp associate-*r* pow-exp
pow1 frac-add add-log-exp
frac-times sub-neg flip3-- associate-*r/ flip--
expm1-log1p-u log1p-expm1-u associate-/l*
cbrt-undiv associate-*l/ cbrt-unprod difference-of-squares
+-commutative pow-flip fma-def frac-2neg flip3-+ pow-prod-down clear-num sum-log *-commutative flip-+ distribute-lft-out-- inv-pow
Counts
3 → 313
Calls
3 calls:
45.0ms
(+ (* (/ 1 (pow N 2)) (- (/ 0.3333333333333333 N) 0.5)) (/ 1.0 N))
82.0ms
(* (/ 1 (pow N 2)) (- (/ 0.3333333333333333 N) 0.5))
9.0ms
(/ 1 (pow N 2))

series121.0ms

Counts
3 → 9
Calls
3 calls:
30.0ms
(+ (* (/ 1 (pow N 2)) (- (/ 0.3333333333333333 N) 0.5)) (/ 1.0 N))
74.0ms
(* (/ 1 (pow N 2)) (- (/ 0.3333333333333333 N) 0.5))
17.0ms
(/ 1 (pow N 2))

simplify115.0ms

Counts
322 → 322
Iterations

Useful iterations: 1 (22.0ms)

IterNodesCost
010213505
145242419
250012419
done50012419

prune665.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize5.0ms

Local error

Found 1 expressions with local error:

2.5b
(log (/ (+ N 1.0) N))

rewrite7.0ms

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 div-exp log-pow add-cbrt-cube log1p-expm1-u div-inv add-log-exp
Counts
1 → 29
Calls
1 calls:
6.0ms
(log (/ (+ N 1.0) N))

series81.0ms

Counts
1 → 3
Calls
1 calls:
81.0ms
(log (/ (+ N 1.0) N))

simplify57.0ms

Counts
32 → 32
Iterations

Useful iterations: 3 (54.0ms)

IterNodesCost
0172216
1471200
22042190
35002187
done5002187

prune62.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize13.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt N)
0.6b
(cbrt N)
0.6b
(cbrt N)
3.1b
(+ (log (/ (sqrt (+ N 1.0)) (* (cbrt N) (cbrt N)))) (log (/ (sqrt (+ N 1.0)) (cbrt N))))

rewrite70.0ms

Algorithm
rewrite-expression-head
Rules
57×log-prod
56×*-un-lft-identity
49×times-frac
46×associate-+r+
38×add-sqr-sqrt add-cube-cbrt
30×cbrt-prod
28×sqrt-prod
11×associate-+l+ distribute-lft-out
pow1
log-pow
add-exp-log expm1-log1p-u fma-def add-cbrt-cube log1p-expm1-u add-log-exp
pow1/3
log-div div-inv
+-commutative associate-+l- associate-+r- flip3-+ sum-log flip-+
Counts
4 → 119
Calls
4 calls:
1.0ms
(cbrt N)
1.0ms
(cbrt N)
1.0ms
(cbrt N)
62.0ms
(+ (log (/ (sqrt (+ N 1.0)) (* (cbrt N) (cbrt N)))) (log (/ (sqrt (+ N 1.0)) (cbrt N))))

series758.0ms

Counts
4 → 12
Calls
4 calls:
173.0ms
(cbrt N)
179.0ms
(cbrt N)
173.0ms
(cbrt N)
233.0ms
(+ (log (/ (sqrt (+ N 1.0)) (* (cbrt N) (cbrt N)))) (log (/ (sqrt (+ N 1.0)) (cbrt N))))

simplify49.0ms

Counts
131 → 131
Iterations

Useful iterations: 2 (35.0ms)

IterNodesCost
05151353
116411284
250011181
done50011181

prune371.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.0b

regimes57.0ms

Accuracy

99.9% (0.0b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 31.3b

bsearch18.0ms

Steps
ItersRangePoint
6
5364.146891578128
78679.13042368767
9757.882283737008

simplify1.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02410
12410
done2410

end0.0ms

sample1.3s

Algorithm
intervals
Results
400.0ms1721×body1280valid
194.0ms1332×body640valid
171.0ms8018×body80nan
161.0ms4039×body80valid
56.0ms606×body320valid
19.0ms302×body160valid