Details

Time bar (total: 17.0s)

sample568.0ms

Algorithm
intervals
Results
207.0ms83×body1280valid
145.0ms61×body640valid
16.0ms32×body320valid
11.0ms70×body80valid
3.0ms10×body160valid

simplify30.0ms

Counts
1 → 1

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 15.6b

localize25.0ms

Local error

Found 3 expressions with local error:

0.1b
(* r (/ (sin b) (cos (+ a b))))
0.2b
(/ (sin b) (cos (+ a b)))
4.5b
(cos (+ a b))

rewrite92.0ms

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
associate-*l* associate-/r* 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 → 67
Calls
3 calls:
32.0ms
(* r (/ (sin b) (cos (+ a b))))
21.0ms
(/ (sin b) (cos (+ a b)))
24.0ms
(cos (+ a b))

series241.0ms

Counts
3 → 9
Calls
3 calls:
167.0ms
(* r (/ (sin b) (cos (+ a b))))
45.0ms
(/ (sin b) (cos (+ a b)))
28.0ms
(cos (+ a b))

simplify2.0s

Counts
76 → 76

prune277.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.2b

localize20.0ms

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))))

rewrite199.0ms

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
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 diff-log associate-*r/ clear-num
Counts
4 → 100
Calls
4 calls:
35.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
92.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
25.0ms
(* (sin a) (sin b))
41.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

series712.0ms

Counts
4 → 12
Calls
4 calls:
154.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
291.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b)))))
80.0ms
(* (sin a) (sin b))
186.0ms
(/ (sin b) (- (* (cos a) (cos b)) (* (sin a) (sin b))))

simplify911.0ms

Counts
112 → 112

prune598.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 0.0b

localize22.0ms

Local error

Found 4 expressions with local error:

0.2b
(* r (/ (sin b) (- (* (cos a) (cos b)) (log (exp (* (sin a) (sin b)))))))
0.2b
(* (sin a) (sin b))
0.2b
(/ (sin b) (- (* (cos a) (cos b)) (log (exp (* (sin a) (sin b))))))
2.5b
(log (exp (* (sin a) (sin b))))

rewrite161.0ms

Algorithm
rewrite-expression-head
Rules
30×add-sqr-sqrt
23×add-cube-cbrt *-un-lft-identity
19×times-frac
18×associate-*r*
13×add-exp-log add-cbrt-cube
pow1
associate-*l*
add-log-exp
associate-/r/
log-prod prod-exp associate-/r* log-pow cbrt-unprod associate-/l* unswap-sqr
cbrt-undiv flip3-- div-exp pow-prod-down *-commutative flip-- div-inv
exp-prod exp-to-pow frac-2neg associate-*r/ rem-log-exp clear-num sin-mult
Counts
4 → 96
Calls
4 calls:
105.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (log (exp (* (sin a) (sin b)))))))
12.0ms
(* (sin a) (sin b))
36.0ms
(/ (sin b) (- (* (cos a) (cos b)) (log (exp (* (sin a) (sin b))))))
4.0ms
(log (exp (* (sin a) (sin b))))

series630.0ms

Counts
4 → 12
Calls
4 calls:
333.0ms
(* r (/ (sin b) (- (* (cos a) (cos b)) (log (exp (* (sin a) (sin b)))))))
80.0ms
(* (sin a) (sin b))
167.0ms
(/ (sin b) (- (* (cos a) (cos b)) (log (exp (* (sin a) (sin b))))))
49.0ms
(log (exp (* (sin a) (sin b))))

simplify896.0ms

Counts
108 → 108

prune649.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 0.0b

localize45.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
0.2b
(/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b))))
0.2b
(* (sin a) (sin b))
0.2b
(* (* r (sin b)) (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b)))))

rewrite224.0ms

Algorithm
rewrite-expression-head
Rules
32×add-exp-log
23×add-sqr-sqrt
21×add-cube-cbrt *-un-lft-identity
20×associate-*r* add-cbrt-cube
18×times-frac
13×prod-exp
12×pow1
associate-/r/
cbrt-unprod sin-mult
div-exp cos-mult add-log-exp
associate-*l* pow-prod-down
cbrt-undiv rec-exp flip3-- 1-exp associate-/r* frac-sub flip-- associate-/l* sub-div
*-commutative div-inv
sub-neg pow-flip frac-2neg diff-log associate-*r/ clear-num un-div-inv inv-pow unswap-sqr
Counts
4 → 110
Calls
4 calls:
27.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
47.0ms
(/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b))))
24.0ms
(* (sin a) (sin b))
117.0ms
(* (* r (sin b)) (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b)))))

series699.0ms

Counts
4 → 12
Calls
4 calls:
128.0ms
(- (* (cos a) (cos b)) (* (sin a) (sin b)))
145.0ms
(/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b))))
75.0ms
(* (sin a) (sin b))
351.0ms
(* (* r (sin b)) (/ 1 (- (* (cos a) (cos b)) (* (sin a) (sin b)))))

simplify981.0ms

Counts
122 → 122

prune434.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 0.0b

regimes272.0ms

Accuracy

15.3% (0.3b remaining)

Error of 0.3b against oracle of 0.1b and baseline of 0.4b

bsearch0.0ms

simplify800.0ms

end0.0ms

sample5.4s

Algorithm
intervals
Results
3.3s2923×body1280valid
1.1s1819×body640valid
276.0ms2150×body80valid
267.0ms769×body320valid
80.0ms342×body160valid