Details

Time bar (total: 18.0s)

sample232.0ms

Algorithm
intervals
Results
121.0ms92×body1280valid
31.0ms60×body640valid
10.0ms25×body320valid
9.0ms72×body80valid
2.0msbody160valid

simplify31.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
089
1129
2169
3209
4219
done219

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 13.4b

localize14.0ms

Local error

Found 3 expressions with local error:

0.2b
(/ (sin b) (cos (+ a b)))
0.2b
(* r (/ (sin b) (cos (+ a b))))
2.4b
(cos (+ a b))

rewrite98.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
19×add-cube-cbrt *-un-lft-identity times-frac
13×associate-*r*
10×add-exp-log add-cbrt-cube
pow1
expm1-log1p-u associate-*l* associate-/r* log1p-expm1-u associate-/l* add-log-exp
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv unswap-sqr
cos-sum frac-2neg associate-*r/ pow-prod-down clear-num *-commutative
Counts
3 → 73
Calls
3 calls:
40.0ms
(/ (sin b) (cos (+ a b)))
37.0ms
(* r (/ (sin b) (cos (+ a b))))
17.0ms
(cos (+ a b))

series231.0ms

Counts
3 → 9
Calls
3 calls:
51.0ms
(/ (sin b) (cos (+ a b)))
153.0ms
(* r (/ (sin b) (cos (+ a b))))
26.0ms
(cos (+ a b))

simplify862.0ms

Counts
82 → 82
Iterations

Useful iterations: done (858.0ms)

IterNodesCost
0122955
1282928
21069842
done5001836

prune393.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.2b

localize38.0ms

Local error

Found 4 expressions with local error:

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

rewrite269.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
22×add-cube-cbrt *-un-lft-identity
20×associate-*r*
19×times-frac
13×add-exp-log add-cbrt-cube
pow1 associate-/r/
sin-mult
associate-*l* cos-mult add-log-exp
expm1-log1p-u log1p-expm1-u
flip3-- prod-exp associate-/r* frac-sub flip-- cbrt-unprod associate-/l* sub-div unswap-sqr
cbrt-undiv div-exp pow-prod-down *-commutative div-inv
sub-neg frac-2neg fma-neg diff-log associate-*r/ prod-diff clear-num
Counts
4 → 110
Calls
4 calls:
39.0ms
(- (* (cos a) (cos b)) (* (sin b) (sin a)))
155.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin b) (sin a)))))
40.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin b) (sin a))))
27.0ms
(* (sin b) (sin a))

series631.0ms

Counts
4 → 12
Calls
4 calls:
140.0ms
(- (* (cos a) (cos b)) (* (sin b) (sin a)))
276.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin b) (sin a)))))
149.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin b) (sin a))))
66.0ms
(* (sin b) (sin a))

simplify1.3s

Counts
122 → 122
Iterations

Useful iterations: 2 (362.0ms)

IterNodesCost
01872200
14662145
221451953
done50001953

prune615.0ms

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

rewrite108.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
13×add-exp-log add-cbrt-cube
10×add-cube-cbrt *-un-lft-identity
pow1
associate-*r* associate-*l* add-log-exp
sin-mult
expm1-log1p-u associate-/r/ cos-mult log1p-expm1-u
times-frac prod-exp associate-/r* cbrt-unprod
cbrt-undiv flip3-- div-exp pow-prod-down *-commutative frac-sub flip-- sub-div unswap-sqr
sub-neg frac-2neg fma-neg diff-log prod-diff clear-num div-inv associate-/l*
Counts
4 → 86
Calls
4 calls:
20.0ms
(- (* (cos a) (cos b)) (* (sin b) (sin a)))
24.0ms
(* r (sin b))
25.0ms
(* (sin b) (sin a))
37.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin b) (sin a))))

series632.0ms

Counts
4 → 12
Calls
4 calls:
124.0ms
(- (* (cos a) (cos b)) (* (sin b) (sin a)))
58.0ms
(* r (sin b))
81.0ms
(* (sin b) (sin a))
369.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin b) (sin a))))

simplify1.2s

Counts
98 → 98
Iterations

Useful iterations: done (1.2s)

IterNodesCost
01571364
13951324
219691180
done50011174

prune542.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize46.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ (- (pow (* (cos a) (cos b)) 3) (pow (* (sin b) (sin a)) 3)) (fma (* (cos a) (cos b)) (* (cos a) (cos b)) (* (* (sin b) (sin a)) (fma (cos a) (cos b) (* (sin b) (sin a))))))
0.3b
(pow (* (sin b) (sin a)) 3)
0.3b
(fma (* (cos a) (cos b)) (* (cos a) (cos b)) (* (* (sin b) (sin a)) (fma (cos a) (cos b) (* (sin b) (sin a)))))
0.5b
(pow (* (cos a) (cos b)) 3)

rewrite110.0ms

Algorithm
rewrite-expression-head
Rules
36×add-sqr-sqrt
28×*-un-lft-identity
27×times-frac
20×add-cube-cbrt
18×sqr-pow
16×difference-of-squares
12×add-exp-log add-cbrt-cube
10×pow1
associate-/l*
cube-div pow-unpow
difference-cubes expm1-log1p-u pow-pow pow-exp log1p-expm1-u associate-/l/ distribute-lft-out-- add-log-exp rem-cube-cbrt
associate-/r* cos-mult sin-mult
cube-mult pow-to-exp unpow-prod-down unpow3 cube-prod pow-prod-down prod-exp cbrt-unprod
cbrt-undiv flip3-- frac-2neg div-sub div-exp clear-num frac-sub flip-- fma-udef div-inv sub-div
Counts
4 → 118
Calls
4 calls:
65.0ms
(/ (- (pow (* (cos a) (cos b)) 3) (pow (* (sin b) (sin a)) 3)) (fma (* (cos a) (cos b)) (* (cos a) (cos b)) (* (* (sin b) (sin a)) (fma (cos a) (cos b) (* (sin b) (sin a))))))
10.0ms
(pow (* (sin b) (sin a)) 3)
0.0ms
(fma (* (cos a) (cos b)) (* (cos a) (cos b)) (* (* (sin b) (sin a)) (fma (cos a) (cos b) (* (sin b) (sin a)))))
26.0ms
(pow (* (cos a) (cos b)) 3)

series1.2s

Counts
4 → 12
Calls
4 calls:
699.0ms
(/ (- (pow (* (cos a) (cos b)) 3) (pow (* (sin b) (sin a)) 3)) (fma (* (cos a) (cos b)) (* (cos a) (cos b)) (* (* (sin b) (sin a)) (fma (cos a) (cos b) (* (sin b) (sin a))))))
80.0ms
(pow (* (sin b) (sin a)) 3)
301.0ms
(fma (* (cos a) (cos b)) (* (cos a) (cos b)) (* (* (sin b) (sin a)) (fma (cos a) (cos b) (* (sin b) (sin a)))))
79.0ms
(pow (* (cos a) (cos b)) 3)

simplify2.6s

Counts
130 → 130
Iterations

Useful iterations: done (2.6s)

IterNodesCost
02375142
16424812
230674239
done50004238

prune828.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.0b

regimes199.0ms

Accuracy

0% (0.3b remaining)

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

bsearch0.0ms

simplify6.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02358
13058
done3058

end0.0ms

sample5.8s

Algorithm
intervals
Results
3.4s2868×body1280valid
1.2s1851×body640valid
410.0ms733×body320valid
280.0ms2198×body80valid
95.0ms350×body160valid