Details

Time bar (total: 48.0s)

sample517.0ms

Algorithm
intervals
Results
221.0ms88×body1280valid
178.0ms52×body640valid
52.0ms28×body320valid
29.0ms80×body80valid
6.0msbody160valid

simplify2.1s

Counts
1 → 1
Iterations
IterNodes
done5000
42752
3622
2177
174
032

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.5b

localize76.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (- 3.0 (sqrt 5.0)) 2.0) (cos y)))))
0.4b
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
1.0b
(- 3.0 (sqrt 5.0))
1.9b
(- (cos x) (cos y))

rewrite127.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
15×*-un-lft-identity
11×add-cbrt-cube add-exp-log
add-cube-cbrt
add-log-exp
pow1 associate-*r* associate-*l* associate-*r/
sqrt-prod difference-of-squares
sub-neg times-frac associate-/r/ insert-posit16
flip3-+ flip3-- flip-+ flip-- associate-/l* distribute-lft-out--
distribute-rgt-in cbrt-undiv distribute-lft-in diff-log div-exp associate-*l/ frac-add prod-exp cbrt-unprod unswap-sqr associate-/l/
clear-num associate-/r* frac-2neg pow-prod-down *-commutative div-inv diff-cos
Counts
4 → 92
Calls
4 calls:
72.0ms
(/ (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (- 3.0 (sqrt 5.0)) 2.0) (cos y)))))
41.0ms
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
6.0ms
(- 3.0 (sqrt 5.0))
6.0ms
(- (cos x) (cos y))

series2.0s

Counts
4 → 10
Calls
4 calls:
1.8s
(/ (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (- 3.0 (sqrt 5.0)) 2.0) (cos y)))))
115.0ms
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
0.0ms
(- 3.0 (sqrt 5.0))
67.0ms
(- (cos x) (cos y))

simplify2.6s

Counts
102 → 102
Iterations
IterNodes
done5001
23449
1920
0328

prune1.1s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize118.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))
0.3b
(/ (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (/ (- (* 3.0 3.0) 5.0) (+ 3.0 (sqrt 5.0))) 2.0) (cos y)))))
0.4b
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
1.9b
(- (cos x) (cos y))

rewrite478.0ms

Algorithm
rewrite-expression-head
Rules
32×associate-*r/
29×flip3-- flip--
28×frac-times
23×add-sqr-sqrt
20×add-cbrt-cube add-exp-log
16×*-un-lft-identity associate-*l/
15×pow1
12×associate-*r*
10×add-cube-cbrt
prod-exp cbrt-unprod
associate-*l* pow-prod-down
add-log-exp
sub-neg
distribute-rgt-in distribute-lft-in times-frac associate-/r/ sqrt-prod insert-posit16 difference-of-squares
flip3-+ flip-+ associate-/l* distribute-lft-out--
cbrt-undiv div-exp frac-add *-commutative diff-cos unswap-sqr associate-/l/
clear-num associate-/r* frac-2neg diff-log div-inv
Counts
4 → 131
Calls
4 calls:
311.0ms
(* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))
112.0ms
(/ (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (/ (- (* 3.0 3.0) 5.0) (+ 3.0 (sqrt 5.0))) 2.0) (cos y)))))
44.0ms
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
6.0ms
(- (cos x) (cos y))

series3.0s

Counts
4 → 12
Calls
4 calls:
340.0ms
(* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))
2.5s
(/ (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (/ (- (* 3.0 3.0) 5.0) (+ 3.0 (sqrt 5.0))) 2.0) (cos y)))))
135.0ms
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
95.0ms
(- (cos x) (cos y))

simplify2.8s

Counts
143 → 143
Iterations
IterNodes
done5000
11374
0423

prune1.7s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.0b

localize141.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (/ 1 (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (/ (- (* 3.0 3.0) 5.0) (+ 3.0 (sqrt 5.0))) 2.0) (cos y))))))
0.3b
(* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))
0.4b
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
1.9b
(- (cos x) (cos y))

rewrite527.0ms

Algorithm
rewrite-expression-head
Rules
34×add-exp-log
33×associate-*r/
30×frac-times
29×flip3-- flip--
26×add-sqr-sqrt
24×add-cbrt-cube
23×associate-*r*
18×associate-*l/
17×pow1 *-un-lft-identity prod-exp
11×add-cube-cbrt cbrt-unprod
10×associate-*l*
pow-prod-down
add-log-exp
sub-neg
distribute-rgt-in distribute-lft-in flip3-+ times-frac div-exp associate-/r/ sqrt-prod flip-+ insert-posit16 difference-of-squares
*-commutative distribute-lft-out-- unswap-sqr
cbrt-undiv rec-exp 1-exp frac-add diff-cos
diff-log un-div-inv div-inv
Counts
4 → 144
Calls
4 calls:
145.0ms
(* (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (/ 1 (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (/ (- (* 3.0 3.0) 5.0) (+ 3.0 (sqrt 5.0))) 2.0) (cos y))))))
307.0ms
(* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))
61.0ms
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
10.0ms
(- (cos x) (cos y))

series3.2s

Counts
4 → 12
Calls
4 calls:
2.6s
(* (+ 2.0 (* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))) (/ 1 (* 3.0 (+ (+ 1.0 (* (/ (- (sqrt 5.0) 1.0) 2.0) (cos x))) (* (/ (/ (- (* 3.0 3.0) 5.0) (+ 3.0 (sqrt 5.0))) 2.0) (cos y))))))
326.0ms
(* (* (* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0))) (- (sin y) (/ (sin x) 16.0))) (- (cos x) (cos y)))
124.0ms
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
65.0ms
(- (cos x) (cos y))

simplify3.6s

Counts
156 → 156
Iterations
IterNodes
done5003
11507
0460

prune2.0s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize147.0ms

Local error

Found 4 expressions with local error:

0.4b
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
1.9b
(- (cos x) (cos y))
1.9b
(- (cos x) (cos y))
1.9b
(- (cos x) (cos y))

rewrite60.0ms

Algorithm
rewrite-expression-head
Rules
22×add-sqr-sqrt
15×*-un-lft-identity
10×add-log-exp
add-cube-cbrt
pow1 add-cbrt-cube associate-*r* associate-*l* add-exp-log
sub-neg difference-of-squares
flip3-- sqrt-prod insert-posit16 flip-- distribute-lft-out--
diff-log diff-cos
distribute-rgt-in distribute-lft-in associate-*r/ unswap-sqr
times-frac pow-prod-down prod-exp *-commutative cbrt-unprod
Counts
4 → 80
Calls
4 calls:
34.0ms
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
6.0ms
(- (cos x) (cos y))
7.0ms
(- (cos x) (cos y))
12.0ms
(- (cos x) (cos y))

series358.0ms

Counts
4 → 12
Calls
4 calls:
120.0ms
(* (sqrt 2.0) (- (sin x) (/ (sin y) 16.0)))
101.0ms
(- (cos x) (cos y))
75.0ms
(- (cos x) (cos y))
62.0ms
(- (cos x) (cos y))

simplify1.9s

Counts
92 → 92
Iterations
IterNodes
done5005
32599
2757
1283
0125

prune1.2s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

regimes317.0ms

Accuracy

0% (0.4b remaining)

Error of 0.5b against oracle of 0.1b and baseline of 0.5b

bsearch0.0ms

simplify11.0ms

Iterations
IterNodes
done49
149
039

end0.0ms

sample17.9s

Algorithm
intervals
Results
9.2s2720×body1280valid
5.8s1809×body640valid
1.2s2359×body80valid
1.1s756×body320valid
401.0ms356×body160valid