Details

Time bar (total: 38.7s)

sample278.0ms

Algorithm
intervals
Results
76.0ms93×body1280valid
30.0ms57×body640valid
12.0ms22×body320valid
8.0ms70×body80valid
4.0ms14×body160valid

simplify143.0ms

Counts
1 → 1
Iterations
IterNodes
done21
521
420
318
216
112
08

prune21.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.8b

localize45.0ms

Local error

Found 3 expressions with local error:

0.2b
(* r (/ (sin b) (cos (+ a b))))
0.2b
(/ (sin b) (cos (+ a b)))
4.4b
(cos (+ a b))

rewrite124.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
19×*-un-lft-identity times-frac add-cube-cbrt
13×associate-*r*
10×add-cbrt-cube add-exp-log
pow1
expm1-log1p-u associate-/r* associate-*l* insert-posit16 log1p-expm1-u associate-/l* add-log-exp
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv unswap-sqr
cos-sum clear-num frac-2neg pow-prod-down associate-*r/ *-commutative
Counts
3 → 76
Calls
3 calls:
52.0ms
(* r (/ (sin b) (cos (+ a b))))
28.0ms
(/ (sin b) (cos (+ a b)))
32.0ms
(cos (+ a b))

series473.0ms

Counts
3 → 9
Calls
3 calls:
257.0ms
(* r (/ (sin b) (cos (+ a b))))
149.0ms
(/ (sin b) (cos (+ a b)))
67.0ms
(cos (+ a b))

simplify5.4s

Counts
85 → 85
Iterations
IterNodes
done5008
33220
2894
1282
0126

prune1.2s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.2b

localize67.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
0.1b
(* 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))))

rewrite297.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
22×*-un-lft-identity add-cube-cbrt
20×associate-*r*
19×times-frac
13×add-cbrt-cube add-exp-log
pow1 associate-/r/
sin-mult
associate-*l* cos-mult add-log-exp
expm1-log1p-u insert-posit16 log1p-expm1-u
associate-/r* flip3-- prod-exp frac-sub cbrt-unprod flip-- associate-/l* sub-div unswap-sqr
cbrt-undiv div-exp pow-prod-down *-commutative div-inv
clear-num sub-neg frac-2neg fma-neg diff-log prod-diff associate-*r/
Counts
4 → 114
Calls
4 calls:
48.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
153.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
35.0ms
(* (sin a) (sin b))
47.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

series1.1s

Counts
4 → 12
Calls
4 calls:
174.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
569.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
82.0ms
(* (sin a) (sin b))
323.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

simplify3.6s

Counts
126 → 126
Iterations
IterNodes
done5001
21544
1469
0186

prune1.8s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.0b

localize126.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin b) (sin a))
0.2b
(* (sin b) (sin a))
0.2b
(/ (sin b) (+ (fma (cos a) (cos b) (- (* (sin b) (sin a)))) (fma (- (sin b)) (sin a) (* (sin b) (sin a)))))
49.6b
(fma (- (sin b)) (sin a) (* (sin b) (sin a)))

rewrite122.0ms

Algorithm
rewrite-expression-head
Rules
25×*-un-lft-identity
21×add-sqr-sqrt
17×add-cube-cbrt
12×times-frac
10×add-cbrt-cube add-exp-log
pow1
associate-*r* associate-*l*
expm1-log1p-u associate-/r* insert-posit16 log1p-expm1-u distribute-lft-out add-log-exp
associate-/l*
pow-prod-down prod-exp associate-/r/ *-commutative cbrt-unprod sin-mult unswap-sqr
cbrt-undiv clear-num frac-2neg flip3-+ div-exp flip-+ fma-udef div-inv
Counts
4 → 91
Calls
4 calls:
38.0ms
(* (sin b) (sin a))
34.0ms
(* (sin b) (sin a))
40.0ms
(/ (sin b) (+ (fma (cos a) (cos b) (- (* (sin b) (sin a)))) (fma (- (sin b)) (sin a) (* (sin b) (sin a)))))
2.0ms
(fma (- (sin b)) (sin a) (* (sin b) (sin a)))

series793.0ms

Counts
4 → 12
Calls
4 calls:
90.0ms
(* (sin b) (sin a))
88.0ms
(* (sin b) (sin a))
529.0ms
(/ (sin b) (+ (fma (cos a) (cos b) (- (* (sin b) (sin a)))) (fma (- (sin b)) (sin a) (* (sin b) (sin a)))))
85.0ms
(fma (- (sin b)) (sin a) (* (sin b) (sin a)))

simplify4.5s

Counts
103 → 103
Iterations
IterNodes
done5001
32558
2719
1259
0125

prune1.5s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize90.0ms

Local error

Found 4 expressions with local error:

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

rewrite158.0ms

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 insert-posit16 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 → 90
Calls
4 calls:
39.0ms
(- (* (cos a) (cos b)) (* (sin b) (sin a)))
14.0ms
(* (sin b) r)
17.0ms
(* (sin b) (sin a))
80.0ms
(/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin b) (sin a))))

series1.1s

Counts
4 → 12
Calls
4 calls:
200.0ms
(- (* (cos a) (cos b)) (* (sin b) (sin a)))
77.0ms
(* (sin b) r)
130.0ms
(* (sin b) (sin a))
654.0ms
(/ (* (sin b) r) (- (* (cos a) (cos b)) (* (sin b) (sin a))))

simplify7.7s

Counts
102 → 102
Iterations
IterNodes
done5000
34779
21184
1389
0159

prune1.5s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

regimes858.0ms

Accuracy

0% (0.3b remaining)

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

bsearch0.0ms

simplify11.0ms

Iterations
IterNodes
done19
119
015

end0.0ms

sample5.6s

Algorithm
intervals
Results
3.4s2902×body1280valid
1.1s1902×body640valid
288.0ms724×body320valid
254.0ms2112×body80valid
88.0ms361×body160valid