Details

Time bar (total: 41.6s)

sample216.0ms

Algorithm
intervals
Results
78.0ms59×body640valid
60.0ms95×body1280valid
10.0ms32×body320valid
5.0ms61×body80valid
2.0msbody160valid

simplify28.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (3.0ms)

IterNodesCost
089
1159
2209
done209

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 16.2b

localize27.0ms

Local error

Found 3 expressions with local error:

0.1b
(* r (sin b))
0.3b
(/ (* r (sin b)) (cos (+ a b)))
4.9b
(cos (+ a b))

rewrite94.0ms

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:
20.0ms
(* r (sin b))
25.0ms
(/ (* r (sin b)) (cos (+ a b)))
22.0ms
(cos (+ a b))

series278.0ms

Counts
3 → 9
Calls
3 calls:
56.0ms
(* r (sin b))
177.0ms
(/ (* r (sin b)) (cos (+ a b)))
44.0ms
(cos (+ a b))

simplify9.1s

Counts
62 → 62
Iterations

Useful iterations: done (9.1s)

IterNodesCost
096575
11394562
done5001483

prune203.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.2b

localize20.0ms

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))))

rewrite139.0ms

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:
19.0ms
(* r (sin b))
36.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
24.0ms
(* (sin a) (sin b))
56.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

series589.0ms

Counts
4 → 12
Calls
4 calls:
62.0ms
(* r (sin b))
127.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
61.0ms
(* (sin a) (sin b))
339.0ms
(/ (* r (sin b)) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

simplify10.1s

Counts
98 → 98
Iterations

Useful iterations: done (10.1s)

IterNodesCost
01521364
118671322
done50011173

prune625.0ms

Pruning

17 alts after pruning (17 fresh and 0 done)

Merged error: 0.0b

localize36.0ms

Local error

Found 4 expressions with local error:

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

rewrite38.0ms

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*
expm1-log1p-u log1p-expm1-u add-log-exp
times-frac prod-exp associate-/r* cbrt-unprod
cbrt-undiv div-exp pow-prod-down *-commutative unswap-sqr
frac-2neg clear-num cos-mult fma-udef div-inv associate-/l*
Counts
4 → 74
Calls
4 calls:
14.0ms
(* (cos b) (cos a))
10.0ms
(* r (sin b))
0.0ms
(fma (sin b) (- (sin a)) (* (cos b) (cos a)))
12.0ms
(/ (* r (sin b)) (fma (sin b) (- (sin a)) (* (cos b) (cos a))))

series637.0ms

Counts
4 → 12
Calls
4 calls:
69.0ms
(* (cos b) (cos a))
58.0ms
(* r (sin b))
143.0ms
(fma (sin b) (- (sin a)) (* (cos b) (cos a)))
367.0ms
(/ (* r (sin b)) (fma (sin b) (- (sin a)) (* (cos b) (cos a))))

simplify8.5s

Counts
86 → 86
Iterations

Useful iterations: done (8.5s)

IterNodesCost
01351098
116071080
done5000923

prune426.0ms

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 0.0b

localize37.0ms

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

rewrite261.0ms

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:
24.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
153.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
26.0ms
(* (sin a) (sin b))
52.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

series688.0ms

Counts
4 → 12
Calls
4 calls:
92.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
364.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
68.0ms
(* (sin a) (sin b))
163.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

simplify3.6s

Counts
122 → 122
Iterations

Useful iterations: done (3.5s)

IterNodesCost
01812200
122742141
done50001949

prune656.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 0.0b

regimes282.0ms

Accuracy

0% (0.3b remaining)

Error of 0.4b against oracle of 0.0b and baseline of 0.4b

bsearch0.0ms

simplify5.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01418
11918
done1918

end0.0ms

sample5.0s

Algorithm
intervals
Results
2.9s2939×body1280valid
975.0ms1778×body640valid
334.0ms2138×body80valid
233.0ms811×body320valid
95.0ms335×body160valid