Details

Time bar (total: 20.9s)

sample303.0ms

Algorithm
intervals
Results
100.0ms94×body1280valid
47.0ms69×body640valid
12.0ms26×body320valid
8.0ms57×body80valid
3.0ms10×body160valid

simplify54.0ms

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

prune14.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 16.3b

localize40.0ms

Local error

Found 3 expressions with local error:

0.1b
(* r (sin b))
0.3b
(/ (* r (sin b)) (cos (+ a b)))
2.4b
(cos (+ a b))

rewrite62.0ms

Algorithm
rewrite-expression-head
Rules
10×add-cbrt-cube add-exp-log
add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
pow1
associate-/r* times-frac associate-*r* associate-*l* insert-posit16 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 → 50
Calls
3 calls:
11.0ms
(* r (sin b))
21.0ms
(/ (* r (sin b)) (cos (+ a b)))
25.0ms
(cos (+ a b))

series196.0ms

Counts
3 → 9
Calls
3 calls:
42.0ms
(* r (sin b))
118.0ms
(/ (* r (sin b)) (cos (+ a b)))
36.0ms
(cos (+ a b))

simplify2.2s

Counts
59 → 59
Iterations
IterNodes
done5000
33024
2671
1212
095

prune335.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.1b

localize36.0ms

Local error

Found 4 expressions with local error:

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

rewrite114.0ms

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
associate-/r/ cos-mult insert-posit16
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 diff-log div-inv associate-/l*
Counts
4 → 80
Calls
4 calls:
20.0ms
(* r (sin b))
31.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
14.0ms
(* (sin a) (sin b))
47.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

series644.0ms

Counts
4 → 12
Calls
4 calls:
62.0ms
(* r (sin b))
111.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
79.0ms
(* (sin a) (sin b))
392.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

simplify2.8s

Counts
92 → 92
Iterations
IterNodes
done5000
34930
21132
1367
0145

prune650.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize31.0ms

Local error

Found 4 expressions with local error:

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

rewrite92.0ms

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
cbrt-undiv div-exp cos-mult insert-posit16 associate-/l/
associate-*r* associate-*l*
clear-num frac-2neg flip3-- frac-sub flip-- sub-div
sub-neg diff-log div-sub pow-prod-down prod-exp associate-/r/ *-commutative cbrt-unprod unswap-sqr
Counts
4 → 139
Calls
4 calls:
20.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
17.0ms
(/ r (/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (sin b)))
18.0ms
(* (sin a) (sin b))
33.0ms
(/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (sin b))

series690.0ms

Counts
4 → 12
Calls
4 calls:
122.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
301.0ms
(/ r (/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (sin b)))
80.0ms
(* (sin a) (sin b))
186.0ms
(/ (- (* (cos a) (cos b)) (* (sin a) (sin b))) (sin b))

simplify1.8s

Counts
151 → 151
Iterations
IterNodes
done5001
22004
1634
0244

prune1.0s

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 0b

localize33.0ms

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))

rewrite139.0ms

Algorithm
rewrite-expression-head
Rules
30×add-sqr-sqrt
28×*-un-lft-identity
18×times-frac add-cube-cbrt
13×add-cbrt-cube add-exp-log
associate-/r*
pow1 add-log-exp
distribute-lft-out-- difference-of-squares
insert-posit16 associate-/l*
cbrt-undiv div-exp associate-*r* associate-*l*
clear-num frac-2neg flip3-- prod-exp associate-/r/ cos-mult cbrt-unprod div-inv flip--
sub-neg diff-log pow-prod-down *-commutative unswap-sqr associate-/l/
Counts
4 → 96
Calls
4 calls:
23.0ms
(* (cos a) (cos b))
28.0ms
(- (/ (* (cos a) (cos b)) (sin b)) (sin a))
58.0ms
(/ r (- (/ (* (cos a) (cos b)) (sin b)) (sin a)))
26.0ms
(/ (* (cos a) (cos b)) (sin b))

series589.0ms

Counts
4 → 12
Calls
4 calls:
53.0ms
(* (cos a) (cos b))
136.0ms
(- (/ (* (cos a) (cos b)) (sin b)) (sin a))
281.0ms
(/ r (- (/ (* (cos a) (cos b)) (sin b)) (sin a)))
119.0ms
(/ (* (cos a) (cos b)) (sin b))

simplify2.6s

Counts
108 → 108
Iterations
IterNodes
done5001
34569
21080
1378
0174

prune668.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 0b

regimes308.0ms

Accuracy

0% (0.3b remaining)

Error of 0.4b against oracle of 0.1b and baseline of 0.4b

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done14
114
012

end0.0ms

sample5.6s

Algorithm
intervals
Results
3.0s2824×body1280valid
1.4s1836×body640valid
481.0ms2216×body80valid
278.0ms785×body320valid
137.0ms341×body160valid