Details

Time bar (total: 21.0s)

sample183.0ms

Algorithm
intervals
Results
48.0ms325×body80nan
30.0ms51×body1280valid
17.0ms183×body80valid
16.0ms16×body2560valid
11.0ms27×body640valid
3.0ms10×body320valid
1.0msbody160valid

simplify85.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01819
13219
25419
37519
48719
58919
done8919

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 19.9b

localize21.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (* z t) 3.0)
0.3b
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
0.5b
(/ a (* b 3.0))
26.1b
(cos (- y (/ (* z t) 3.0)))

rewrite74.0ms

Algorithm
rewrite-expression-head
Rules
19×add-exp-log add-cbrt-cube
pow1 add-sqr-sqrt add-cube-cbrt *-un-lft-identity
times-frac
prod-exp cbrt-unprod
cbrt-undiv div-exp associate-/r* associate-/l* add-log-exp
cos-diff associate-*r* pow-prod-down
cos-sum frac-2neg clear-num 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)
29.0ms
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
8.0ms
(/ a (* b 3.0))
24.0ms
(cos (- y (/ (* z t) 3.0)))

series216.0ms

Counts
4 → 12
Calls
4 calls:
25.0ms
(/ (* z t) 3.0)
131.0ms
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
19.0ms
(/ a (* b 3.0))
40.0ms
(cos (- y (/ (* z t) 3.0)))

simplify3.1s

Counts
84 → 84
Iterations

Useful iterations: 2 (246.0ms)

IterNodesCost
0170993
1399961
21327813
34801813
done5000813

prune390.0ms

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 16.2b

localize53.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (* 2.0 (sqrt x)) (- (* (cos (/ (* z t) 3.0)) (cos y)) (* (sin y) (sin (- (/ (* z t) 3.0))))))
0.5b
(/ a (* b 3.0))
29.2b
(sin (- (/ (* z t) 3.0)))
29.4b
(cos (/ (* z t) 3.0))

rewrite115.0ms

Algorithm
rewrite-expression-head
Rules
14×add-exp-log add-cbrt-cube
pow1
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
associate-*r/ prod-exp cbrt-unprod add-log-exp
times-frac associate-*r* pow-prod-down associate-/l*
cbrt-undiv distribute-rgt-in sub-neg distribute-lft-in div-exp cos-mult sin-mult
neg-sub0 flip3-- frac-2neg associate-*l* sin-neg clear-num associate-/r* sin-diff *-commutative frac-sub flip-- div-inv sub-div
Counts
4 → 63
Calls
4 calls:
88.0ms
(* (* 2.0 (sqrt x)) (- (* (cos (/ (* z t) 3.0)) (cos y)) (* (sin y) (sin (- (/ (* z t) 3.0))))))
11.0ms
(/ a (* b 3.0))
9.0ms
(sin (- (/ (* z t) 3.0)))
5.0ms
(cos (/ (* z t) 3.0))

series370.0ms

Counts
4 → 12
Calls
4 calls:
299.0ms
(* (* 2.0 (sqrt x)) (- (* (cos (/ (* z t) 3.0)) (cos y)) (* (sin y) (sin (- (/ (* z t) 3.0))))))
30.0ms
(/ a (* b 3.0))
29.0ms
(sin (- (/ (* z t) 3.0)))
12.0ms
(cos (/ (* z t) 3.0))

simplify1.1s

Counts
75 → 75
Iterations

Useful iterations: done (1.1s)

IterNodesCost
01791421
14501390
215521149
done50001109

prune531.0ms

Pruning

25 alts after pruning (25 fresh and 0 done)

Merged error: 15.7b

localize31.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin y) (sin (- (/ (* z t) 3.0))))
0.3b
(* (* 2.0 (sqrt x)) (- (* (cos (/ (* z t) 3.0)) (cos y)) (* (sin y) (sin (- (/ (* z t) 3.0))))))
29.2b
(sin (- (/ (* z t) 3.0)))
29.4b
(cos (/ (* z t) 3.0))

rewrite130.0ms

Algorithm
rewrite-expression-head
Rules
11×pow1 add-exp-log add-cbrt-cube
add-sqr-sqrt
add-cube-cbrt *-un-lft-identity
associate-*r*
associate-*r/ associate-*l* pow-prod-down prod-exp cbrt-unprod add-log-exp
sin-mult
distribute-rgt-in sub-neg distribute-lft-in sin-neg cos-mult *-commutative
neg-sub0 flip3-- sin-diff distribute-rgt-neg-out frac-sub flip-- sub-div unswap-sqr
Counts
4 → 62
Calls
4 calls:
29.0ms
(* (sin y) (sin (- (/ (* z t) 3.0))))
88.0ms
(* (* 2.0 (sqrt x)) (- (* (cos (/ (* z t) 3.0)) (cos y)) (* (sin y) (sin (- (/ (* z t) 3.0))))))
6.0ms
(sin (- (/ (* z t) 3.0)))
4.0ms
(cos (/ (* z t) 3.0))

series411.0ms

Counts
4 → 12
Calls
4 calls:
70.0ms
(* (sin y) (sin (- (/ (* z t) 3.0))))
298.0ms
(* (* 2.0 (sqrt x)) (- (* (cos (/ (* z t) 3.0)) (cos y)) (* (sin y) (sin (- (/ (* z t) 3.0))))))
28.0ms
(sin (- (/ (* z t) 3.0)))
15.0ms
(cos (/ (* z t) 3.0))

simplify1.1s

Counts
74 → 74
Iterations

Useful iterations: done (1.1s)

IterNodesCost
01531540
13861488
213641256
done50001216

prune855.0ms

Pruning

23 alts after pruning (23 fresh and 0 done)

Merged error: 15.7b

localize63.0ms

Local error

Found 4 expressions with local error:

29.4b
(cos (/ (* z t) 3.0))
29.4b
(cos (/ (* z t) 3.0))
29.4b
(cos (/ (* z t) 3.0))
29.4b
(cos (/ (* z t) 3.0))

rewrite15.0ms

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

series62.0ms

Counts
4 → 12
Calls
4 calls:
15.0ms
(cos (/ (* z t) 3.0))
21.0ms
(cos (/ (* z t) 3.0))
14.0ms
(cos (/ (* z t) 3.0))
12.0ms
(cos (/ (* z t) 3.0))

simplify1.7s

Counts
40 → 40
Iterations

Useful iterations: 2 (11.0ms)

IterNodesCost
018332
126332
239284
349284
456284
566284
687284
7161284
8456284
91901284
done5001284

prune411.0ms

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 15.6b

regimes3.2s

Accuracy

51.1% (2.3b remaining)

Error of 17.9b against oracle of 15.5b and baseline of 20.3b

bsearch3.0ms

simplify10.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
054132
172132
278132
done78132

end0.0ms

sample6.7s

Algorithm
intervals
Results
1.5s1648×body1280valid
1.4s9247×body80nan
1.1s5601×body80valid
826.0ms971×body640valid
334.0ms339×body2560valid
155.0ms388×body320valid
51.0ms214×body160valid