Details

Time bar (total: 16.0s)

sample201.0ms

Algorithm
intervals
Results
48.0ms96×body1280valid
19.0ms63×body640valid
5.0ms70×body80valid
4.0ms21×body320valid
1.0msbody160valid

simplify18.0ms

Counts
1 → 1
Iterations
IterNodes
done20
420
319
216
112
08

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 15.8b

localize17.0ms

Local error

Found 3 expressions with local error:

0.1b
(* r (sin b))
0.2b
(/ (* 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
expm1-log1p-u associate-/r* times-frac associate-*r* associate-*l* log1p-expm1-u 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 → 53
Calls
3 calls:
8.0ms
(* r (sin b))
11.0ms
(/ (* r (sin b)) (cos (+ a b)))
10.0ms
(cos (+ a b))

series245.0ms

Counts
3 → 9
Calls
3 calls:
71.0ms
(* r (sin b))
149.0ms
(/ (* r (sin b)) (cos (+ a b)))
25.0ms
(cos (+ a b))

simplify759.0ms

Counts
62 → 62
Iterations
IterNodes
done5001
2883
1220
098

prune412.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.1b

localize38.0ms

Local error

Found 4 expressions with local error:

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

rewrite76.0ms

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
expm1-log1p-u associate-/r/ cos-mult log1p-expm1-u
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 fma-neg diff-log prod-diff div-inv associate-/l*
Counts
4 → 86
Calls
4 calls:
13.0ms
(- (* (cos b) (cos a)) (* (sin a) (sin b)))
7.0ms
(* r (sin b))
9.0ms
(* (sin a) (sin b))
44.0ms
(/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin a) (sin b))))

series597.0ms

Counts
4 → 12
Calls
4 calls:
140.0ms
(- (* (cos b) (cos a)) (* (sin a) (sin b)))
57.0ms
(* r (sin b))
61.0ms
(* (sin a) (sin b))
339.0ms
(/ (* r (sin b)) (- (* (cos b) (cos a)) (* (sin a) (sin b))))

simplify1.2s

Counts
98 → 98
Iterations
IterNodes
done5001
21797
1396
0158

prune692.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize53.0ms

Local error

Found 4 expressions with local error:

0.1b
(* r (sin b))
0.2b
(expm1 (log1p (fma (sin a) (- (sin b)) (* (cos a) (cos b)))))
0.2b
(/ (* r (sin b)) (expm1 (log1p (fma (sin a) (- (sin b)) (* (cos a) (cos b))))))
0.4b
(log1p (fma (sin a) (- (sin b)) (* (cos a) (cos b))))

rewrite44.0ms

Algorithm
rewrite-expression-head
Rules
11×add-cbrt-cube add-exp-log
10×add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
pow1
expm1-log1p-u
log1p-expm1-u add-log-exp
associate-/r* times-frac associate-*r* associate-*l*
cbrt-undiv div-exp prod-exp cbrt-unprod
log1p-udef expm1-log1p clear-num frac-2neg pow-prod-down log1p-expm1 *-commutative div-inv associate-/l* expm1-udef unswap-sqr
Counts
4 → 65
Calls
4 calls:
15.0ms
(* r (sin b))
0.0ms
(expm1 (log1p (fma (sin a) (- (sin b)) (* (cos a) (cos b)))))
25.0ms
(/ (* r (sin b)) (expm1 (log1p (fma (sin a) (- (sin b)) (* (cos a) (cos b))))))
1.0ms
(log1p (fma (sin a) (- (sin b)) (* (cos a) (cos b))))

series859.0ms

Counts
4 → 12
Calls
4 calls:
69.0ms
(* r (sin b))
157.0ms
(expm1 (log1p (fma (sin a) (- (sin b)) (* (cos a) (cos b)))))
458.0ms
(/ (* r (sin b)) (expm1 (log1p (fma (sin a) (- (sin b)) (* (cos a) (cos b))))))
175.0ms
(log1p (fma (sin a) (- (sin b)) (* (cos a) (cos b))))

simplify631.0ms

Counts
77 → 77
Iterations
IterNodes
done5001
21038
1273
0124

prune640.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize44.0ms

Local error

Found 4 expressions with local error:

0.1b
(fma (cos a) (cos b) (* (sin b) (- (sin a))))
0.2b
(* (sin b) (- (sin a)))
0.2b
(/ (fma (cos a) (cos b) (* (sin b) (- (sin a)))) r)
0.3b
(/ (sin b) (/ (fma (cos a) (cos b) (* (sin b) (- (sin a)))) r))

rewrite66.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
60×add-sqr-sqrt
58×*-un-lft-identity add-cube-cbrt
16×associate-/r*
13×add-cbrt-cube add-exp-log
10×associate-*r*
pow1 div-inv associate-/l*
expm1-log1p-u cbrt-undiv div-exp log1p-expm1-u add-log-exp
distribute-lft-neg-in distribute-rgt-neg-in associate-*l*
clear-num frac-2neg
neg-mul-1 pow-prod-down prod-exp associate-/r/ *-commutative distribute-rgt-neg-out cbrt-unprod fma-udef unswap-sqr
Counts
4 → 139
Calls
4 calls:
1.0ms
(fma (cos a) (cos b) (* (sin b) (- (sin a))))
27.0ms
(* (sin b) (- (sin a)))
7.0ms
(/ (fma (cos a) (cos b) (* (sin b) (- (sin a)))) r)
26.0ms
(/ (sin b) (/ (fma (cos a) (cos b) (* (sin b) (- (sin a)))) r))

series864.0ms

Counts
4 → 12
Calls
4 calls:
156.0ms
(fma (cos a) (cos b) (* (sin b) (- (sin a))))
81.0ms
(* (sin b) (- (sin a)))
184.0ms
(/ (fma (cos a) (cos b) (* (sin b) (- (sin a)))) r)
442.0ms
(/ (sin b) (/ (fma (cos a) (cos b) (* (sin b) (- (sin a)))) r))

simplify1.4s

Counts
151 → 151
Iterations
IterNodes
done5002
23383
1603
0244

prune993.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0b

regimes332.0ms

Accuracy

0% (0.4b remaining)

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

bsearch0.0ms

simplify4.0ms

Iterations
IterNodes
done26
326
224
122
018

end0.0ms

sample5.7s

Algorithm
intervals
Results
3.4s2945×body1280valid
1.1s1803×body640valid
360.0ms773×body320valid
338.0ms2112×body80valid
83.0ms367×body160valid