Details

Time bar (total: 28.1s)

sample263.0ms

Algorithm
intervals
Results
80.0ms98×body1280valid
29.0ms53×body640valid
29.0ms23×body640nan
27.0ms33×body10240exit
17.0ms173×body80valid
14.0ms12×body1280nan
13.0ms178×body80nan
8.0ms19×body320valid
6.0ms17×body320nan
2.0msbody160nan
2.0msbody160valid

simplify1.1s

Counts
1 → 1
Iterations
IterNodes
done5000
51264
4252
386
235
117
08

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.1b

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(pow x (/ 1.0 n))
0.5b
(pow (+ x 1.0) (/ 1.0 n))
1.1b
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))

rewrite136.0ms

Algorithm
rewrite-expression-head
Rules
76×*-un-lft-identity
73×unpow-prod-down
63×add-sqr-sqrt
56×prod-diff
51×add-cube-cbrt
26×pow-unpow
24×sqr-pow
18×times-frac
10×distribute-lft-out
difference-of-squares
fma-neg
pow1 add-exp-log add-log-exp
expm1-log1p-u add-cbrt-cube log1p-expm1-u distribute-lft-out--
pow-to-exp pow-pow pow-exp div-inv
sub-neg flip3-- diff-log flip--
Counts
3 → 149
Calls
3 calls:
7.0ms
(pow x (/ 1.0 n))
9.0ms
(pow (+ x 1.0) (/ 1.0 n))
110.0ms
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))

series697.0ms

Counts
3 → 9
Calls
3 calls:
79.0ms
(pow x (/ 1.0 n))
230.0ms
(pow (+ x 1.0) (/ 1.0 n))
388.0ms
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))

simplify1.5s

Counts
158 → 158
Iterations
IterNodes
done5000
22866
1738
0270

prune636.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 20.2b

localize73.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt x)
0.5b
(cbrt x)
0.5b
(cbrt x)
2.6b
(fma (pow (* (cbrt x) (cbrt x)) (/ 1.0 n)) (- (pow (cbrt x) (/ 1.0 n))) (pow (cbrt (pow (+ x 1.0) (/ 1.0 n))) 3))

rewrite3.0ms

Algorithm
rewrite-expression-head
Rules
cbrt-prod
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
expm1-log1p-u pow1 add-cbrt-cube add-exp-log log1p-expm1-u add-log-exp
pow1/3
fma-udef
Counts
4 → 49
Calls
4 calls:
1.0ms
(cbrt x)
1.0ms
(cbrt x)
1.0ms
(cbrt x)
0.0ms
(fma (pow (* (cbrt x) (cbrt x)) (/ 1.0 n)) (- (pow (cbrt x) (/ 1.0 n))) (pow (cbrt (pow (+ x 1.0) (/ 1.0 n))) 3))

series1.6s

Counts
4 → 12
Calls
4 calls:
316.0ms
(cbrt x)
277.0ms
(cbrt x)
274.0ms
(cbrt x)
754.0ms
(fma (pow (* (cbrt x) (cbrt x)) (/ 1.0 n)) (- (pow (cbrt x) (/ 1.0 n))) (pow (cbrt (pow (+ x 1.0) (/ 1.0 n))) 3))

simplify985.0ms

Counts
61 → 61
Iterations
IterNodes
done5001
21664
1398
0147

prune679.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 19.9b

localize19.0ms

Local error

Found 4 expressions with local error:

0.0b
(pow x (/ 1.0 n))
0.5b
(pow (+ x 1.0) (/ 1.0 n))
1.1b
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))
1.1b
(log (exp (- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))))

rewrite384.0ms

Algorithm
rewrite-expression-head
Rules
135×unpow-prod-down
130×*-un-lft-identity
112×prod-diff
108×add-sqr-sqrt
84×add-cube-cbrt
61×log-prod
58×exp-sum
45×sqr-pow
26×pow-unpow
18×times-frac distribute-lft-out difference-of-squares
16×log-pow
15×exp-prod
fma-neg
pow1
add-exp-log distribute-lft-out-- add-log-exp
expm1-log1p-u add-cbrt-cube log1p-expm1-u
pow-to-exp sub-neg pow-pow pow-exp div-inv
log-div flip3-- exp-diff diff-log rem-log-exp flip--
Counts
4 → 237
Calls
4 calls:
6.0ms
(pow x (/ 1.0 n))
16.0ms
(pow (+ x 1.0) (/ 1.0 n))
152.0ms
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))
184.0ms
(log (exp (- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))))

series1.2s

Counts
4 → 12
Calls
4 calls:
92.0ms
(pow x (/ 1.0 n))
225.0ms
(pow (+ x 1.0) (/ 1.0 n))
440.0ms
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))
409.0ms
(log (exp (- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))))

simplify1.6s

Counts
249 → 249
Iterations
IterNodes
done5000
23211
1927
0429

prune1.0s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 19.9b

localize45.0ms

Local error

Found 4 expressions with local error:

1.1b
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))
1.1b
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))
1.2b
(log (sqrt (exp (- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n))))))
1.2b
(log (sqrt (exp (- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n))))))

rewrite1.1s

Algorithm
rewrite-expression-head
Rules
256×unpow-prod-down
224×prod-diff
222×*-un-lft-identity
182×add-sqr-sqrt
134×add-cube-cbrt
128×log-prod
122×sqrt-prod
116×exp-sum
86×sqr-pow
36×log-pow difference-of-squares
34×distribute-lft-out
32×sqrt-pow1
30×exp-prod
16×fma-neg
12×distribute-lft-out--
pow1 add-log-exp
add-exp-log
expm1-log1p-u sub-neg add-cbrt-cube log1p-expm1-u
log-div flip3-- pow1/2 exp-diff sqrt-div diff-log rem-log-exp flip--
Counts
4 → 366
Calls
4 calls:
119.0ms
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))
128.0ms
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))
197.0ms
(log (sqrt (exp (- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n))))))
649.0ms
(log (sqrt (exp (- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n))))))

series2.2s

Counts
4 → 12
Calls
4 calls:
384.0ms
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))
448.0ms
(- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n)))
688.0ms
(log (sqrt (exp (- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n))))))
691.0ms
(log (sqrt (exp (- (pow (+ x 1.0) (/ 1.0 n)) (pow x (/ 1.0 n))))))

simplify1.5s

Counts
378 → 378
Iterations
IterNodes
done5002
22015
1728
0427

prune2.1s

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 19.9b

regimes663.0ms

Accuracy

80.1% (1.8b remaining)

Error of 22.2b against oracle of 20.4b and baseline of 29.3b

bsearch2.0ms

simplify8.0ms

Iterations
IterNodes
done38
238
136
033

end0.0ms

sample8.5s

Algorithm
intervals
Results
2.9s3148×body1280valid
1.1s1592×body640valid
965.0ms1102×body10240exit
925.0ms672×body1280nan
459.0ms4688×body80valid
397.0ms864×body320valid
369.0ms5119×body80nan
347.0ms656×body640nan
171.0ms360×body320nan
94.0ms428×body160valid
35.0ms191×body160nan