Details

Time bar (total: 24.8s)

sample143.0ms

Algorithm
intervals
Results
32.0ms360×body80nan
28.0ms56×body1280valid
15.0ms17×body2560valid
14.0ms178×body80valid
12.0ms18×body640valid
3.0ms12×body320valid
1.0msbody160valid

simplify83.0ms

Counts
1 → 1
Iterations
IterNodes
done86
686
584
478
367
250
132
018

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 18.7b

localize46.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (* z t) 3.0)
0.2b
(/ a (* b 3.0))
0.3b
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
23.8b
(cos (- y (/ (* z t) 3.0)))

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
19×add-cbrt-cube add-exp-log
add-sqr-sqrt pow1 *-un-lft-identity add-cube-cbrt
times-frac
prod-exp cbrt-unprod
cbrt-undiv associate-/r* div-exp associate-/l* add-log-exp
cos-diff associate-*r* pow-prod-down
cos-sum clear-num frac-2neg div-inv
distribute-rgt-in sub-neg distribute-lft-in associate-*l* *-commutative
Counts
4 → 72
Calls
4 calls:
10.0ms
(/ (* z t) 3.0)
8.0ms
(/ a (* b 3.0))
26.0ms
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
18.0ms
(cos (- y (/ (* z t) 3.0)))

series243.0ms

Counts
4 → 12
Calls
4 calls:
26.0ms
(/ (* z t) 3.0)
26.0ms
(/ a (* b 3.0))
137.0ms
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
53.0ms
(cos (- y (/ (* z t) 3.0)))

simplify1.2s

Counts
84 → 84
Iterations
IterNodes
done5000
21353
1420
0170

prune668.0ms

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 15.6b

localize68.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ a (* b 3.0))
0.3b
(* (* 2.0 (sqrt x)) (+ (* (cos y) (cos (/ (* z t) 3.0))) (* (sin y) (sin (/ (* z t) 3.0)))))
27.3b
(sin (/ (* z t) 3.0))
27.5b
(cos (/ (* z t) 3.0))

rewrite82.0ms

Algorithm
rewrite-expression-head
Rules
14×add-cbrt-cube add-exp-log
pow1
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
prod-exp cbrt-unprod add-log-exp
times-frac associate-*r* pow-prod-down associate-*r/ associate-/l*
cbrt-undiv div-exp
distribute-rgt-in clear-num associate-/r* frac-2neg distribute-lft-in flip3-+ associate-*l* frac-add cos-mult *-commutative flip-+ div-inv sin-mult
Counts
4 → 58
Calls
4 calls:
9.0ms
(/ a (* b 3.0))
63.0ms
(* (* 2.0 (sqrt x)) (+ (* (cos y) (cos (/ (* z t) 3.0))) (* (sin y) (sin (/ (* z t) 3.0)))))
4.0ms
(sin (/ (* z t) 3.0))
4.0ms
(cos (/ (* z t) 3.0))

series337.0ms

Counts
4 → 12
Calls
4 calls:
21.0ms
(/ a (* b 3.0))
273.0ms
(* (* 2.0 (sqrt x)) (+ (* (cos y) (cos (/ (* z t) 3.0))) (* (sin y) (sin (/ (* z t) 3.0)))))
25.0ms
(sin (/ (* z t) 3.0))
17.0ms
(cos (/ (* z t) 3.0))

simplify1.7s

Counts
70 → 70
Iterations
IterNodes
done5001
21608
1445
0162

prune878.0ms

Pruning

26 alts after pruning (26 fresh and 0 done)

Merged error: 15.6b

localize71.0ms

Local error

Found 4 expressions with local error:

27.3b
(sin (/ (* z t) 3.0))
27.3b
(sin (/ (* z t) 3.0))
27.3b
(sin (/ (* z t) 3.0))
27.5b
(cos (/ (* z t) 3.0))

rewrite11.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt add-log-exp
Counts
4 → 28
Calls
4 calls:
3.0ms
(sin (/ (* z t) 3.0))
3.0ms
(sin (/ (* z t) 3.0))
3.0ms
(sin (/ (* z t) 3.0))
3.0ms
(cos (/ (* z t) 3.0))

series88.0ms

Counts
4 → 12
Calls
4 calls:
24.0ms
(sin (/ (* z t) 3.0))
27.0ms
(sin (/ (* z t) 3.0))
24.0ms
(sin (/ (* z t) 3.0))
13.0ms
(cos (/ (* z t) 3.0))

simplify2.5s

Counts
40 → 40
Iterations
IterNodes
done5007
92792
8846
7360
6197
5107
475
358
247
136
027

prune624.0ms

Pruning

26 alts after pruning (26 fresh and 0 done)

Merged error: 15.6b

localize93.0ms

Local error

Found 4 expressions with local error:

27.3b
(sin (/ (* z t) 3.0))
27.5b
(cos (/ (* z t) 3.0))
27.5b
(cos (/ (* z t) 3.0))
27.5b
(cos (/ (* z t) 3.0))

rewrite16.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt add-log-exp
Counts
4 → 28
Calls
4 calls:
4.0ms
(sin (/ (* z t) 3.0))
4.0ms
(cos (/ (* z t) 3.0))
4.0ms
(cos (/ (* z t) 3.0))
4.0ms
(cos (/ (* z t) 3.0))

series72.0ms

Counts
4 → 12
Calls
4 calls:
25.0ms
(sin (/ (* z t) 3.0))
15.0ms
(cos (/ (* z t) 3.0))
16.0ms
(cos (/ (* z t) 3.0))
16.0ms
(cos (/ (* z t) 3.0))

simplify2.5s

Counts
40 → 40
Iterations
IterNodes
done5007
92792
8846
7360
6197
5107
475
358
247
136
027

prune360.0ms

Pruning

27 alts after pruning (27 fresh and 0 done)

Merged error: 15.5b

regimes5.9s

Accuracy

64.1% (1.4b remaining)

Error of 17.7b against oracle of 16.3b and baseline of 20.1b

bsearch5.0ms

simplify20.0ms

Iterations
IterNodes
done54
154
041

end0.0ms

sample7.0s

Algorithm
intervals
Results
2.0s9043×body80nan
1.4s1552×body1280valid
869.0ms400×body2560valid
833.0ms866×body640valid
744.0ms5611×body80valid
178.0ms466×body320valid
48.0ms201×body160valid