Details

Time bar (total: 13.2s)

sample319.0ms

Algorithm
intervals
Results
42.0ms96×body1280valid
16.0ms65×body640valid
4.0ms68×body80valid
3.0ms16×body320valid
1.0ms11×body160valid

simplify17.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
089
1129
2159
3199
4209
done209

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 15.9b

localize12.0ms

Local error

Found 3 expressions with local error:

0.2b
(* r (/ (sin b) (cos (+ a b))))
0.2b
(/ (sin b) (cos (+ a b)))
3.4b
(cos (+ a b))

rewrite31.0ms

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:
9.0ms
(* r (/ (sin b) (cos (+ a b))))
3.0ms
(/ (sin b) (cos (+ a b)))
6.0ms
(cos (+ a b))

series158.0ms

Counts
3 → 9
Calls
3 calls:
96.0ms
(* r (/ (sin b) (cos (+ a b))))
37.0ms
(/ (sin b) (cos (+ a b)))
25.0ms
(cos (+ a b))

simplify2.4s

Counts
82 → 82
Iterations

Useful iterations: 3 (432.0ms)

IterNodesCost
0122955
1264924
2677834
32086830
done5000830

prune235.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.2b

localize16.0ms

Local error

Found 4 expressions with local error:

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

rewrite46.0ms

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:
5.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
8.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))
24.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
4.0ms
(* (sin a) (sin b))

series455.0ms

Counts
4 → 12
Calls
4 calls:
80.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
113.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))
214.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
47.0ms
(* (sin a) (sin b))

simplify2.2s

Counts
122 → 122
Iterations

Useful iterations: done (2.2s)

IterNodesCost
01812200
14312141
212561949
340991826
done50001825

prune417.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0b

localize23.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin a) (sin b))
0.2b
(* (sin b) (sin a))
0.3b
(* (fma (cos a) (cos b) (* (sin a) (sin b))) (fma (cos a) (cos b) (- (* (sin b) (sin a)))))
0.4b
(/ (* (fma (cos a) (cos b) (* (sin a) (sin b))) (fma (cos a) (cos b) (- (* (sin b) (sin a))))) (fma (cos a) (cos b) (* (sin a) (sin b))))

rewrite18.0ms

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 cbrt-unprod log1p-expm1-u add-log-exp
times-frac pow-prod-down associate-/r* *-commutative unswap-sqr
cbrt-undiv div-exp fma-udef sin-mult
distribute-rgt-in frac-2neg distribute-lft-in clear-num div-inv associate-/l*
Counts
4 → 87
Calls
4 calls:
4.0ms
(* (sin a) (sin b))
4.0ms
(* (sin b) (sin a))
3.0ms
(* (fma (cos a) (cos b) (* (sin a) (sin b))) (fma (cos a) (cos b) (- (* (sin b) (sin a)))))
4.0ms
(/ (* (fma (cos a) (cos b) (* (sin a) (sin b))) (fma (cos a) (cos b) (- (* (sin b) (sin a))))) (fma (cos a) (cos b) (* (sin a) (sin b))))

series349.0ms

Counts
4 → 12
Calls
4 calls:
44.0ms
(* (sin a) (sin b))
48.0ms
(* (sin b) (sin a))
170.0ms
(* (fma (cos a) (cos b) (* (sin a) (sin b))) (fma (cos a) (cos b) (- (* (sin b) (sin a)))))
87.0ms
(/ (* (fma (cos a) (cos b) (* (sin a) (sin b))) (fma (cos a) (cos b) (- (* (sin b) (sin a))))) (fma (cos a) (cos b) (* (sin a) (sin b))))

simplify2.1s

Counts
99 → 99
Iterations

Useful iterations: done (2.1s)

IterNodesCost
01452101
13042082
211661455
done50001426

prune394.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 0b

localize19.0ms

Local error

Found 4 expressions with local error:

0.2b
(* r (/ (sin b) (- (* (cos a) (cos b)) (cbrt (pow (* (sin a) (sin b)) 3)))))
0.2b
(* (sin a) (sin b))
0.3b
(pow (* (sin a) (sin b)) 3)
26.9b
(cbrt (pow (* (sin a) (sin b)) 3))

rewrite45.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
19×associate-*r*
16×add-cube-cbrt *-un-lft-identity
14×add-exp-log add-cbrt-cube
11×pow1
10×times-frac
cbrt-prod
associate-*l*
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u sin-mult add-log-exp
cube-div pow-unpow pow-prod-down associate-/r/ unswap-sqr
cube-mult unpow-prod-down cbrt-div pow-pow unpow3 cube-prod pow-exp *-commutative rem-cube-cbrt sqr-pow
cbrt-undiv pow-to-exp flip3-- pow1/3 associate-*r/ div-exp cos-mult frac-sub flip-- rem-cbrt-cube div-inv
Counts
4 → 103
Calls
4 calls:
34.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (cbrt (pow (* (sin a) (sin b)) 3)))))
4.0ms
(* (sin a) (sin b))
3.0ms
(pow (* (sin a) (sin b)) 3)
2.0ms
(cbrt (pow (* (sin a) (sin b)) 3))

series369.0ms

Counts
4 → 12
Calls
4 calls:
213.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (cbrt (pow (* (sin a) (sin b)) 3)))))
48.0ms
(* (sin a) (sin b))
61.0ms
(pow (* (sin a) (sin b)) 3)
48.0ms
(cbrt (pow (* (sin a) (sin b)) 3))

simplify736.0ms

Counts
115 → 115
Iterations

Useful iterations: 2 (177.0ms)

IterNodesCost
01911688
14541390
214171261
done50011261

prune399.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 0b

regimes166.0ms

Accuracy

0% (0.3b remaining)

Error of 0.3b against oracle of 0.1b and baseline of 0.3b

bsearch0.0ms

simplify2.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01216
11516
done1516

end0.0ms

sample2.2s

Algorithm
intervals
Results
1.3s2916×body1280valid
461.0ms1853×body640valid
140.0ms737×body320valid
116.0ms2155×body80valid
43.0ms341×body160valid