Details

Time bar (total: 1.3m)

sample453.0ms

Algorithm
intervals
Results
142.0ms42×body2560valid
115.0ms86×body1280valid
102.0ms64×body640valid
20.0ms36×body320valid
4.0ms17×body160valid
1.0ms11×body80valid

simplify248.0ms

Counts
1 → 1
Iterations
IterNodes
done16
316
214
111
06

prune21.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 25.9b

localize39.0ms

Local error

Found 2 expressions with local error:

0.2b
(/ (- 1.0 (cos x)) (sin x))
1.7b
(- 1.0 (cos x))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt *-un-lft-identity
19×add-cube-cbrt
15×times-frac
prod-diff
associate-/l* distribute-lft-out-- difference-of-squares
add-exp-log add-cbrt-cube add-log-exp
fma-neg associate-/r*
pow1 expm1-log1p-u flip3-- flip-- log1p-expm1-u associate-/l/
cbrt-undiv sub-neg frac-2neg diff-log div-sub div-exp clear-num div-inv
Counts
2 → 68
Calls
2 calls:
37.0ms
(/ (- 1.0 (cos x)) (sin x))
14.0ms
(- 1.0 (cos x))

series128.0ms

Counts
2 → 6
Calls
2 calls:
93.0ms
(/ (- 1.0 (cos x)) (sin x))
35.0ms
(- 1.0 (cos x))

simplify8.8s

Counts
74 → 74
Iterations
IterNodes
done5000
32309
2767
1308
0134

prune1.5s

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 0.2b

localize97.0ms

Local error

Found 3 expressions with local error:

0.1b
(/ 1 (/ (sin x) (- 1.0 (cos x))))
0.2b
(/ (sin x) (- 1.0 (cos x)))
1.7b
(- 1.0 (cos x))

rewrite419.0ms

Algorithm
rewrite-expression-head
Rules
138×times-frac
112×add-sqr-sqrt *-un-lft-identity
78×add-cube-cbrt
26×associate-/r*
17×distribute-lft-out-- difference-of-squares
16×add-exp-log
11×associate-/r/
10×add-cbrt-cube
prod-diff
div-exp
flip3-- flip-- div-inv associate-/l*
add-log-exp
pow1 cbrt-undiv
expm1-log1p-u fma-neg log1p-expm1-u
rec-exp frac-2neg 1-exp clear-num
sub-neg pow-flip diff-log inv-pow
Counts
3 → 177
Calls
3 calls:
292.0ms
(/ 1 (/ (sin x) (- 1.0 (cos x))))
50.0ms
(/ (sin x) (- 1.0 (cos x)))
29.0ms
(- 1.0 (cos x))

series401.0ms

Counts
3 → 9
Calls
3 calls:
248.0ms
(/ 1 (/ (sin x) (- 1.0 (cos x))))
94.0ms
(/ (sin x) (- 1.0 (cos x)))
44.0ms
(- 1.0 (cos x))

simplify14.7s

Counts
186 → 186
Iterations
IterNodes
done5000
34908
21543
1650
0269

prune1.2s

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 0.2b

localize37.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (- 1.0 (cos x)) (sin x))
0.4b
(exp (/ (- 1.0 (cos x)) (sin x)))
1.2b
(log (exp (/ (- 1.0 (cos x)) (sin x))))
1.7b
(- 1.0 (cos x))

rewrite156.0ms

Algorithm
rewrite-expression-head
Rules
62×add-sqr-sqrt *-un-lft-identity
45×times-frac
40×add-cube-cbrt
38×exp-prod
20×log-pow
11×distribute-lft-out-- difference-of-squares
prod-diff
add-log-exp
add-exp-log add-cbrt-cube
pow1 associate-/l*
expm1-log1p-u log1p-expm1-u
log-prod fma-neg div-sub associate-/r* div-inv
flip3-- exp-diff flip-- associate-/l/
cbrt-undiv sub-neg log-div frac-2neg diff-log div-exp rem-log-exp clear-num rem-exp-log
Counts
4 → 132
Calls
4 calls:
40.0ms
(/ (- 1.0 (cos x)) (sin x))
44.0ms
(exp (/ (- 1.0 (cos x)) (sin x)))
47.0ms
(log (exp (/ (- 1.0 (cos x)) (sin x))))
15.0ms
(- 1.0 (cos x))

series371.0ms

Counts
4 → 12
Calls
4 calls:
71.0ms
(/ (- 1.0 (cos x)) (sin x))
160.0ms
(exp (/ (- 1.0 (cos x)) (sin x)))
93.0ms
(log (exp (/ (- 1.0 (cos x)) (sin x))))
45.0ms
(- 1.0 (cos x))

simplify5.6s

Counts
144 → 144
Iterations
IterNodes
done5001
32468
2877
1387
0195

prune2.5s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 0.2b

localize69.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (- (* 1.0 (* 1.0 1.0)) (* (* (cos x) (cos x)) (cos x))) (fma (cos x) (+ (cos x) 1.0) (* 1.0 1.0)))
0.3b
(* (cos x) (cos x))
0.6b
(+ (cos x) 1.0)
1.5b
(- (* 1.0 (* 1.0 1.0)) (* (* (cos x) (cos x)) (cos x)))

rewrite287.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt *-un-lft-identity
18×add-cube-cbrt
12×times-frac
11×pow1
add-exp-log add-cbrt-cube add-log-exp
difference-cubes cube-unmult pow3
expm1-log1p-u log1p-expm1-u associate-/l*
fma-def swap-sqr associate-*r* associate-*l* associate-/r*
flip3-- flip-- associate-/l/
cbrt-undiv +-commutative pow2 sub-neg sqr-cos frac-2neg flip3-+ pow-plus fma-neg diff-log div-sub div-exp prod-diff pow-prod-down prod-exp clear-num sum-log pow-sqr cos-mult *-commutative pow-prod-up cbrt-unprod flip-+ div-inv distribute-lft-out unswap-sqr
Counts
4 → 99
Calls
4 calls:
165.0ms
(/ (- (* 1.0 (* 1.0 1.0)) (* (* (cos x) (cos x)) (cos x))) (fma (cos x) (+ (cos x) 1.0) (* 1.0 1.0)))
23.0ms
(* (cos x) (cos x))
15.0ms
(+ (cos x) 1.0)
68.0ms
(- (* 1.0 (* 1.0 1.0)) (* (* (cos x) (cos x)) (cos x)))

series692.0ms

Counts
4 → 12
Calls
4 calls:
237.0ms
(/ (- (* 1.0 (* 1.0 1.0)) (* (* (cos x) (cos x)) (cos x))) (fma (cos x) (+ (cos x) 1.0) (* 1.0 1.0)))
30.0ms
(* (cos x) (cos x))
19.0ms
(+ (cos x) 1.0)
397.0ms
(- (* 1.0 (* 1.0 1.0)) (* (* (cos x) (cos x)) (cos x)))

simplify13.0s

Counts
111 → 111
Iterations
IterNodes
done5000
34717
21402
1474
0188

prune2.1s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 0.2b

regimes806.0ms

Accuracy

98.5% (0.4b remaining)

Error of 0.6b against oracle of 0.2b and baseline of 30.0b

bsearch4.0ms

simplify16.0ms

Iterations
IterNodes
done39
139
032

end0.0ms

sample27.3s

Algorithm
intervals
Results
9.9s1604×body2560valid
7.5s2727×body1280valid
6.6s1853×body640valid
2.6s949×body320valid
151.0ms492×body160valid
77.0ms375×body80valid