Details

Time bar (total: 22.2s)

sample202.0ms

Algorithm
intervals
Results
88.0ms91×body1280valid
18.0ms60×body640valid
7.0ms31×body320valid
4.0ms65×body80valid
1.0msbody160valid

simplify83.0ms

Counts
1 → 1
Iterations
IterNodes
done20
520
419
317
214
112
08

prune98.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 15.3b

localize33.0ms

Local error

Found 3 expressions with local error:

0.2b
(* r (sin b))
0.3b
(/ (* r (sin b)) (cos (+ a b)))
2.3b
(cos (+ a b))

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
10×add-cbrt-cube add-exp-log
add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
pow1
expm1-log1p-u associate-/r* times-frac associate-*r* associate-*l* log1p-expm1-u add-log-exp
cbrt-undiv div-exp prod-exp cbrt-unprod
cos-sum clear-num frac-2neg pow-prod-down *-commutative div-inv associate-/l* unswap-sqr
Counts
3 → 53
Calls
3 calls:
8.0ms
(* r (sin b))
12.0ms
(/ (* r (sin b)) (cos (+ a b)))
10.0ms
(cos (+ a b))

series294.0ms

Counts
3 → 9
Calls
3 calls:
47.0ms
(* r (sin b))
206.0ms
(/ (* r (sin b)) (cos (+ a b)))
41.0ms
(cos (+ a b))

simplify2.2s

Counts
62 → 62
Iterations
IterNodes
done5051
32951
2667
1216
098

prune481.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.2b

localize58.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
0.2b
(* r (sin b))
0.2b
(* (sin a) (sin b))
0.3b
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

rewrite78.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
13×add-cbrt-cube add-exp-log
10×*-un-lft-identity add-cube-cbrt
pow1
associate-*r* associate-*l* add-log-exp
sin-mult
expm1-log1p-u associate-/r/ cos-mult log1p-expm1-u
associate-/r* times-frac prod-exp cbrt-unprod
cbrt-undiv flip3-- div-exp pow-prod-down *-commutative frac-sub flip-- sub-div unswap-sqr
clear-num sub-neg frac-2neg fma-neg diff-log prod-diff div-inv associate-/l*
Counts
4 → 86
Calls
4 calls:
14.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
7.0ms
(* r (sin b))
10.0ms
(* (sin a) (sin b))
45.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

series619.0ms

Counts
4 → 12
Calls
4 calls:
158.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
59.0ms
(* r (sin b))
66.0ms
(* (sin a) (sin b))
335.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

simplify3.7s

Counts
98 → 98
Iterations
IterNodes
done5000
34983
21193
1386
0153

prune768.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.0b

localize39.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
0.2b
(/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (sin b))
0.2b
(/ r (/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (sin b)))
0.2b
(* (sin a) (sin b))

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
58×add-sqr-sqrt
56×*-un-lft-identity add-cube-cbrt
16×associate-/r*
13×add-cbrt-cube add-exp-log
pow1 div-inv associate-/l* add-log-exp
sin-mult
expm1-log1p-u cbrt-undiv div-exp cos-mult log1p-expm1-u associate-/l/
associate-*r* associate-*l*
clear-num frac-2neg flip3-- frac-sub flip-- sub-div
sub-neg fma-neg diff-log div-sub prod-diff pow-prod-down prod-exp associate-/r/ *-commutative cbrt-unprod unswap-sqr
Counts
4 → 145
Calls
4 calls:
21.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
23.0ms
(/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (sin b))
24.0ms
(/ r (/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (sin b)))
18.0ms
(* (sin a) (sin b))

series744.0ms

Counts
4 → 12
Calls
4 calls:
121.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
176.0ms
(/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (sin b))
381.0ms
(/ r (/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (sin b)))
66.0ms
(* (sin a) (sin b))

simplify2.2s

Counts
157 → 157
Iterations
IterNodes
done5001
22013
1659
0251

prune1.2s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize39.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (cos a) (cos b))
0.1b
(- (/ (* (cos a) (cos b)) (sin b)) (sin a))
0.2b
(/ r (- (/ (* (cos a) (cos b)) (sin b)) (sin a)))
0.2b
(/ (* (cos a) (cos b)) (sin b))

rewrite107.0ms

Algorithm
rewrite-expression-head
Rules
45×add-sqr-sqrt
43×*-un-lft-identity
33×add-cube-cbrt
30×times-frac
21×prod-diff
13×add-cbrt-cube add-exp-log
associate-/r*
fma-neg
pow1 div-inv add-log-exp
distribute-lft-out-- difference-of-squares
expm1-log1p-u log1p-expm1-u associate-/l*
cbrt-undiv div-exp associate-*r* associate-*l*
clear-num frac-2neg flip3-- prod-exp associate-/r/ cos-mult cbrt-unprod flip--
sub-neg diff-log pow-prod-down *-commutative unswap-sqr associate-/l/
Counts
4 → 128
Calls
4 calls:
16.0ms
(* (cos a) (cos b))
44.0ms
(- (/ (* (cos a) (cos b)) (sin b)) (sin a))
28.0ms
(/ r (- (/ (* (cos a) (cos b)) (sin b)) (sin a)))
11.0ms
(/ (* (cos a) (cos b)) (sin b))

series595.0ms

Counts
4 → 12
Calls
4 calls:
59.0ms
(* (cos a) (cos b))
126.0ms
(- (/ (* (cos a) (cos b)) (sin b)) (sin a))
299.0ms
(/ r (- (/ (* (cos a) (cos b)) (sin b)) (sin a)))
110.0ms
(/ (* (cos a) (cos b)) (sin b))

simplify1.5s

Counts
140 → 140
Iterations
IterNodes
done5000
21277
1471
0212

prune958.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0b

regimes338.0ms

Accuracy

0% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 0.3b

bsearch0.0ms

simplify4.0ms

Iterations
IterNodes
done15
115
012

end0.0ms

sample5.8s

Algorithm
intervals
Results
3.3s2868×body1280valid
1.3s1875×body640valid
420.0ms2150×body80valid
317.0ms768×body320valid
81.0ms339×body160valid