Details

Time bar (total: 23.2s)

sample260.0ms

Algorithm
intervals
Results
79.0ms92×body1280valid
68.0ms53×body640valid
11.0ms72×body80valid
9.0ms25×body320valid
4.0ms15×body160valid

simplify37.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
089
1129
2169
3199
4209
done209

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 15.8b

localize29.0ms

Local error

Found 3 expressions with local error:

0.1b
(* r (sin b))
0.2b
(/ (* r (sin b)) (cos (+ a b)))
2.9b
(cos (+ a b))

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
10×add-exp-log add-cbrt-cube
add-sqr-sqrt
add-cube-cbrt *-un-lft-identity
pow1
expm1-log1p-u times-frac associate-*r* associate-*l* associate-/r* log1p-expm1-u add-log-exp
cbrt-undiv div-exp prod-exp cbrt-unprod
cos-sum frac-2neg pow-prod-down clear-num *-commutative div-inv associate-/l* unswap-sqr
Counts
3 → 53
Calls
3 calls:
42.0ms
(* r (sin b))
26.0ms
(/ (* r (sin b)) (cos (+ a b)))
23.0ms
(cos (+ a b))

series286.0ms

Counts
3 → 9
Calls
3 calls:
64.0ms
(* r (sin b))
175.0ms
(/ (* r (sin b)) (cos (+ a b)))
47.0ms
(cos (+ a b))

simplify2.8s

Counts
62 → 62
Iterations

Useful iterations: done (2.8s)

IterNodesCost
096575
1207562
2572484
32172482
done5000480

prune292.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.2b

localize37.0ms

Local error

Found 4 expressions with local error:

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

rewrite112.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
15×add-exp-log add-cbrt-cube
12×add-cube-cbrt *-un-lft-identity
10×pow1
associate-*r* associate-*l*
expm1-log1p-u prod-exp associate-/r/ cbrt-unprod log1p-expm1-u add-log-exp
times-frac pow-prod-down associate-/r* cos-mult *-commutative sin-mult unswap-sqr
cbrt-undiv div-exp
flip3-- frac-2neg clear-num frac-sub flip-- div-inv associate-/l* sub-div
Counts
4 → 89
Calls
4 calls:
22.0ms
(* (cos a) (cos b))
18.0ms
(* r (sin b))
38.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))
28.0ms
(* (sin a) (sin b))

series554.0ms

Counts
4 → 12
Calls
4 calls:
49.0ms
(* (cos a) (cos b))
47.0ms
(* r (sin b))
375.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))
84.0ms
(* (sin a) (sin b))

simplify3.2s

Counts
101 → 101
Iterations

Useful iterations: done (3.2s)

IterNodesCost
01651189
13821149
211821085
34098938
done5001936

prune491.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.0b

localize20.0ms

Local error

Found 4 expressions with local error:

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

rewrite189.0ms

Algorithm
rewrite-expression-head
Rules
33×add-sqr-sqrt
24×add-cube-cbrt *-un-lft-identity
23×associate-*r*
19×times-frac
15×add-exp-log add-cbrt-cube
10×pow1
associate-*l*
associate-/r/
cos-mult sin-mult
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u add-log-exp unswap-sqr
pow-prod-down associate-/r* *-commutative associate-/l*
cbrt-undiv flip3-- div-exp frac-sub flip-- div-inv sub-div
frac-2neg associate-*r/ clear-num
Counts
4 → 113
Calls
4 calls:
11.0ms
(* (cos a) (cos b))
125.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
12.0ms
(* (sin a) (sin b))
37.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

series671.0ms

Counts
4 → 12
Calls
4 calls:
57.0ms
(* (cos a) (cos b))
327.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
93.0ms
(* (sin a) (sin b))
193.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

simplify2.7s

Counts
125 → 125
Iterations

Useful iterations: done (2.7s)

IterNodesCost
01952025
14421967
212611788
335871683
done50001679

prune676.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.0b

localize32.0ms

Local error

Found 4 expressions with local error:

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

rewrite67.0ms

Algorithm
rewrite-expression-head
Rules
61×times-frac
57×add-sqr-sqrt
50×add-cube-cbrt *-un-lft-identity
37×associate-*r*
21×distribute-lft-neg-in distribute-rgt-neg-in
13×add-exp-log add-cbrt-cube
10×associate-/l*
pow1
neg-mul-1
associate-*l*
expm1-log1p-u log1p-expm1-u add-log-exp
prod-exp associate-/r* cbrt-unprod unswap-sqr
cbrt-undiv distribute-frac-neg div-exp pow-prod-down *-commutative div-inv
neg-sub0 frac-2neg div-sub associate-*r/ clear-num distribute-rgt-neg-out fma-udef sin-mult
Counts
4 → 146
Calls
4 calls:
0.0ms
(fma (- (cos b)) (cos a) (* (sin a) (sin b)))
23.0ms
(* r (/ (- (sin b)) (fma (- (cos b)) (cos a) (* (sin a) (sin b)))))
19.0ms
(* (sin a) (sin b))
19.0ms
(/ (- (sin b)) (fma (- (cos b)) (cos a) (* (sin a) (sin b))))

series736.0ms

Counts
4 → 12
Calls
4 calls:
137.0ms
(fma (- (cos b)) (cos a) (* (sin a) (sin b)))
312.0ms
(* r (/ (- (sin b)) (fma (- (cos b)) (cos a) (* (sin a) (sin b)))))
81.0ms
(* (sin a) (sin b))
205.0ms
(/ (- (sin b)) (fma (- (cos b)) (cos a) (* (sin a) (sin b))))

simplify3.5s

Counts
158 → 158
Iterations

Useful iterations: done (3.5s)

IterNodesCost
02243187
14833091
213302884
343632880
done50022875

prune773.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0b

regimes183.0ms

Accuracy

0% (0.3b remaining)

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

bsearch0.0ms

simplify9.0ms

Iterations

Useful iterations: 3 (7.0ms)

IterNodesCost
01519
12619
23219
33618
done3618

end0.0ms

sample5.4s

Algorithm
intervals
Results
3.1s2929×body1280valid
1.2s1872×body640valid
330.0ms788×body320valid
281.0ms2086×body80valid
81.0ms328×body160valid