Details

Time bar (total: 15.8s)

sample104.0ms

Algorithm
intervals
Results
29.0ms51×body1280valid
25.0ms249×body80nan
16.0ms43×body640valid
15.0ms137×body80valid
3.0ms12×body320valid
2.0ms13×body160valid

simplify15.0ms

Counts
1 → 1

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.8b

localize9.0ms

Local error

Found 1 expressions with local error:

2.8b
(- (log1p N) (log N))

rewrite7.0ms

Algorithm
rewrite-expression-head
Rules
13×*-un-lft-identity
12×add-sqr-sqrt prod-diff
10×add-cube-cbrt
pow1
log-pow
log-prod fma-neg associate--r+
diff-log distribute-lft-out-- add-log-exp
expm1-log1p-u log1p-udef sub-neg flip3-- add-cbrt-cube add-exp-log insert-posit16 log1p-expm1-u flip-- difference-of-squares
Counts
1 → 37
Calls
1 calls:
Slowest
6.0ms
(- (log1p N) (log N))

series108.0ms

Counts
1 → 3
Calls
1 calls:
Slowest
108.0ms
(- (log1p N) (log N))

simplify1.6s

Counts
40 → 40

prune295.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 3 expressions with local error:

28.0b
(fma (sqrt (log1p N)) (sqrt (log1p N)) (- (log N)))
0.0b
(sqrt (log1p N))
0.0b
(sqrt (log1p N))

rewrite3.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
sqrt-prod
pow1 *-un-lft-identity add-cube-cbrt
expm1-log1p-u add-cbrt-cube add-exp-log insert-posit16 log1p-expm1-u add-log-exp
rem-sqrt-square sqrt-pow1 pow1/2
fma-udef
Counts
3 → 43
Calls
3 calls:
Slowest
1.0ms
(sqrt (log1p N))
1.0ms
(sqrt (log1p N))
0.0ms
(fma (sqrt (log1p N)) (sqrt (log1p N)) (- (log N)))

series329.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
215.0ms
(fma (sqrt (log1p N)) (sqrt (log1p N)) (- (log N)))
60.0ms
(sqrt (log1p N))
54.0ms
(sqrt (log1p N))

simplify747.0ms

Counts
52 → 52

prune554.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize36.0ms

Local error

Found 4 expressions with local error:

23.0b
(- (- (log1p N) (+ (log (cbrt N)) (log (cbrt N)))) (log (cbrt N)))
0.6b
(cbrt N)
0.6b
(cbrt N)
0.6b
(cbrt N)

rewrite209.0ms

Algorithm
rewrite-expression-head
Rules
166×*-un-lft-identity
108×prod-diff
98×log-pow
81×pow1
74×add-sqr-sqrt
65×associate--l+
60×add-cube-cbrt
53×distribute-lft-out
52×distribute-lft-out--
24×pow1/3
21×distribute-rgt-out
12×cbrt-prod
fma-neg diff-log add-log-exp
difference-of-squares
log-prod distribute-lft1-in distribute-rgt1-in associate--r+
expm1-log1p-u add-cbrt-cube add-exp-log insert-posit16 log1p-expm1-u
log1p-udef sum-log sub-neg
associate--l- flip3-- flip--
Counts
4 → 200
Calls
4 calls:
Slowest
201.0ms
(- (- (log1p N) (+ (log (cbrt N)) (log (cbrt N)))) (log (cbrt N)))
3.0ms
(cbrt N)
1.0ms
(cbrt N)
1.0ms
(cbrt N)

series881.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
282.0ms
(cbrt N)
281.0ms
(cbrt N)
241.0ms
(cbrt N)
76.0ms
(- (- (log1p N) (+ (log (cbrt N)) (log (cbrt N)))) (log (cbrt N)))

simplify2.8s

Counts
212 → 212

prune1.7s

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.0b

localize20.0ms

Local error

Found 4 expressions with local error:

17.2b
(+ (/ -1/2 (* N N)) (fma (/ (/ 1 N) (* N N)) 1/3 (/ 1 N)))
0.3b
(/ -1/2 (* N N))
0.1b
(/ (/ 1 N) (* N N))
0.0b
(fma (/ (/ 1 N) (* N N)) 1/3 (/ 1 N))

rewrite40.0ms

Algorithm
rewrite-expression-head
Rules
37×times-frac
31×add-exp-log
24×*-un-lft-identity
22×add-sqr-sqrt add-cube-cbrt
21×add-cbrt-cube
18×pow1
16×associate-/l*
14×div-exp
cbrt-undiv pow-div
fma-def
add-log-exp
prod-exp div-inv
expm1-log1p-u insert-posit16 log1p-expm1-u pow-flip inv-pow
cbrt-unprod
pow2 rec-exp clear-num associate-/r* frac-2neg pow-plus 1-exp pow-sqr pow-prod-up fma-udef
+-commutative associate-+r+ sum-log flip3-+ flip-+ distribute-lft-out associate-/l/
Counts
4 → 119
Calls
4 calls:
Slowest
22.0ms
(+ (/ -1/2 (* N N)) (fma (/ (/ 1 N) (* N N)) 1/3 (/ 1 N)))
10.0ms
(/ (/ 1 N) (* N N))
6.0ms
(/ -1/2 (* N N))
0.0ms
(fma (/ (/ 1 N) (* N N)) 1/3 (/ 1 N))

series239.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
106.0ms
(fma (/ (/ 1 N) (* N N)) 1/3 (/ 1 N))
48.0ms
(/ (/ 1 N) (* N N))
47.0ms
(/ -1/2 (* N N))
38.0ms
(+ (/ -1/2 (* N N)) (fma (/ (/ 1 N) (* N N)) 1/3 (/ 1 N)))

simplify1.4s

Counts
131 → 131

prune1.2s

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.0b

regimes46.0ms

Accuracy

100% (0.0b remaining)

Error of 0.1b against oracle of 0.1b and baseline of 30.0b

bsearch59.0ms

end0.0ms

sample3.4s

Algorithm
intervals
Results
1.1s1718×body1280valid
888.0ms7752×body80nan
555.0ms1302×body640valid
381.0ms4069×body80valid
157.0ms616×body320valid
45.0ms295×body160valid