Details

Time bar (total: 24.0s)

sample488.0ms

Algorithm
intervals
Results
50.0ms97×body1280valid
17.0ms51×body640valid
7.0ms23×body320valid
6.0ms72×body80valid
2.0ms13×body160valid

simplify22.0ms

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

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 16.2b

localize23.0ms

Local error

Found 3 expressions with local error:

0.1b
(* r (sin b))
0.3b
(/ (* r (sin b)) (cos (+ a b)))
4.1b
(cos (+ a b))

rewrite41.0ms

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* 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 → 47
Calls
3 calls:
8.0ms
(* r (sin b))
10.0ms
(/ (* r (sin b)) (cos (+ a b)))
10.0ms
(cos (+ a b))

series241.0ms

Counts
3 → 9
Calls
3 calls:
69.0ms
(* r (sin b))
130.0ms
(/ (* r (sin b)) (cos (+ a b)))
41.0ms
(cos (+ a b))

simplify2.3s

Counts
56 → 56
Iterations
IterNodes
done5020
32390
2589
1211
092

prune435.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.2b

localize63.0ms

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

rewrite83.0ms

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
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 → 76
Calls
4 calls:
11.0ms
(* r (sin b))
14.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
10.0ms
(* (sin a) (sin b))
45.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

series598.0ms

Counts
4 → 12
Calls
4 calls:
48.0ms
(* r (sin b))
111.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
66.0ms
(* (sin a) (sin b))
373.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

simplify2.9s

Counts
88 → 88
Iterations
IterNodes
done5001
34913
21129
1362
0141

prune757.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 0.0b

localize50.0ms

Local error

Found 4 expressions with local error:

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

rewrite171.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
22×*-un-lft-identity add-cube-cbrt
20×associate-*r*
19×times-frac
13×add-cbrt-cube add-exp-log
pow1 associate-/r/
sin-mult
associate-*l* cos-mult add-log-exp
associate-/r* flip3-- prod-exp frac-sub cbrt-unprod flip-- associate-/l* sub-div unswap-sqr
cbrt-undiv div-exp pow-prod-down *-commutative div-inv
clear-num sub-neg frac-2neg diff-log associate-*r/
Counts
4 → 100
Calls
4 calls:
15.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
86.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
46.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))
21.0ms
(* (sin a) (sin b))

series713.0ms

Counts
4 → 12
Calls
4 calls:
118.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
339.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
190.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))
65.0ms
(* (sin a) (sin b))

simplify1.8s

Counts
112 → 112
Iterations
IterNodes
done5002
21483
1437
0171

prune930.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize131.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (* (sin b) (sin a)) (* (sin b) (sin a)))
0.3b
(* (* (cos a) (cos b)) (+ (* (sin b) (sin a)) (* (cos a) (cos b))))
0.3b
(/ (- (* (* (cos a) (cos b)) (* (* (cos a) (cos b)) (* (cos a) (cos b)))) (* (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (sin b) (sin a)))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos a) (cos b)) (+ (* (sin b) (sin a)) (* (cos a) (cos b))))))
0.3b
(* (* (cos a) (cos b)) (* (cos a) (cos b)))

rewrite1.1s

Algorithm
rewrite-expression-head
Rules
151×sin-mult
139×cos-mult
109×frac-times
101×associate-*r/
93×associate-*l/
87×pow1
69×associate-/l/
49×frac-sub
37×pow-prod-down
35×add-cbrt-cube add-exp-log
29×frac-add
23×associate-/r/
19×prod-exp cbrt-unprod
18×sub-div
14×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
12×times-frac
flip3-+ flip-+
pow-sqr pow-prod-up
associate-*r*
difference-cubes pow-plus cube-unmult pow3 associate-/l* add-log-exp
associate-/r* associate-*l* *-commutative
pow2 swap-sqr
distribute-rgt-in cbrt-undiv clear-num frac-2neg distribute-lft-in flip3-- div-sub div-exp div-inv flip--
Counts
4 → 225
Calls
4 calls:
59.0ms
(* (* (sin b) (sin a)) (* (sin b) (sin a)))
90.0ms
(* (* (cos a) (cos b)) (+ (* (sin b) (sin a)) (* (cos a) (cos b))))
879.0ms
(/ (- (* (* (cos a) (cos b)) (* (* (cos a) (cos b)) (* (cos a) (cos b)))) (* (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (sin b) (sin a)))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos a) (cos b)) (+ (* (sin b) (sin a)) (* (cos a) (cos b))))))
67.0ms
(* (* (cos a) (cos b)) (* (cos a) (cos b)))

series948.0ms

Counts
4 → 12
Calls
4 calls:
84.0ms
(* (* (sin b) (sin a)) (* (sin b) (sin a)))
155.0ms
(* (* (cos a) (cos b)) (+ (* (sin b) (sin a)) (* (cos a) (cos b))))
602.0ms
(/ (- (* (* (cos a) (cos b)) (* (* (cos a) (cos b)) (* (cos a) (cos b)))) (* (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (sin b) (sin a)))) (+ (* (* (sin b) (sin a)) (* (sin b) (sin a))) (* (* (cos a) (cos b)) (+ (* (sin b) (sin a)) (* (cos a) (cos b))))))
107.0ms
(* (* (cos a) (cos b)) (* (cos a) (cos b)))

simplify1.7s

Counts
237 → 237
Iterations
IterNodes
done5000
11174
0351

prune2.4s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.0b

regimes494.0ms

Accuracy

0% (0.3b remaining)

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

bsearch0.0ms

simplify5.0ms

Iterations
IterNodes
done29
129
021

end0.0ms

sample5.5s

Algorithm
intervals
Results
3.0s2936×body1280valid
1.6s1824×body640valid
310.0ms840×body320valid
235.0ms2074×body80valid
125.0ms327×body160valid