Details

Time bar (total: 14.1s)

sample106.0ms

Algorithm
intervals
Results
21.0ms326×body80nan
17.0ms43×body1280valid
12.0ms31×body640valid
11.0ms181×body80valid
10.0ms15×body2560valid
4.0ms18×body320valid
1.0msbody160valid

simplify56.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01819
13319
25719
38119
49619
510319
610519
done10519

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 21.9b

localize18.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (* z t) 3.0)
0.2b
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
0.5b
(/ a (* b 3.0))
24.6b
(cos (- y (/ (* z t) 3.0)))

rewrite44.0ms

Algorithm
rewrite-expression-head
Rules
23×cos-sum
22×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
21×prod-diff
19×add-exp-log add-cbrt-cube
15×times-frac
pow1
prod-exp cbrt-unprod div-inv
cbrt-undiv expm1-log1p-u div-exp associate-/r* log1p-expm1-u associate-/l* add-log-exp
cos-diff associate-*r* pow-prod-down
frac-2neg clear-num
distribute-rgt-in sub-neg distribute-lft-in associate-*l* *-commutative
Counts
4 → 101
Calls
4 calls:
3.0ms
(/ (* z t) 3.0)
16.0ms
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
3.0ms
(/ a (* b 3.0))
17.0ms
(cos (- y (/ (* z t) 3.0)))

series172.0ms

Counts
4 → 12
Calls
4 calls:
18.0ms
(/ (* z t) 3.0)
97.0ms
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
22.0ms
(/ a (* b 3.0))
35.0ms
(cos (- y (/ (* z t) 3.0)))

simplify804.0ms

Counts
113 → 113
Iterations

Useful iterations: 2 (211.0ms)

IterNodesCost
03272847
16992377
221271875
done50001875

prune449.0ms

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 18.1b

localize29.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* 2.0 (sqrt x)) (+ (* (cos y) (cos (/ (* z t) 3.0))) (* (sin y) (sin (/ (* z t) 3.0)))))
0.5b
(/ a (* b 3.0))
30.2b
(sin (/ (* z t) 3.0))
30.3b
(cos (/ (* z t) 3.0))

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
14×add-exp-log add-cbrt-cube
pow1
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u add-log-exp
times-frac associate-*r/ associate-*r* pow-prod-down associate-/l*
cbrt-undiv div-exp
distribute-rgt-in frac-2neg distribute-lft-in flip3-+ associate-*l* frac-add clear-num associate-/r* cos-mult *-commutative flip-+ div-inv sin-mult
Counts
4 → 66
Calls
4 calls:
18.0ms
(* (* 2.0 (sqrt x)) (+ (* (cos y) (cos (/ (* z t) 3.0))) (* (sin y) (sin (/ (* z t) 3.0)))))
3.0ms
(/ a (* b 3.0))
1.0ms
(sin (/ (* z t) 3.0))
2.0ms
(cos (/ (* z t) 3.0))

series257.0ms

Counts
4 → 12
Calls
4 calls:
212.0ms
(* (* 2.0 (sqrt x)) (+ (* (cos y) (cos (/ (* z t) 3.0))) (* (sin y) (sin (/ (* z t) 3.0)))))
18.0ms
(/ a (* b 3.0))
16.0ms
(sin (/ (* z t) 3.0))
11.0ms
(cos (/ (* z t) 3.0))

simplify612.0ms

Counts
78 → 78
Iterations

Useful iterations: done (609.0ms)

IterNodesCost
01701336
14501281
217641094
done50011092

prune518.0ms

Pruning

29 alts after pruning (29 fresh and 0 done)

Merged error: 17.5b

localize30.0ms

Local error

Found 4 expressions with local error:

30.2b
(sin (/ (* z t) 3.0))
30.3b
(cos (/ (* z t) 3.0))
30.3b
(cos (/ (* z t) 3.0))
30.3b
(cos (/ (* z t) 3.0))

rewrite7.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-sqr-sqrt expm1-log1p-u add-cube-cbrt *-un-lft-identity add-cbrt-cube log1p-expm1-u add-log-exp
Counts
4 → 36
Calls
4 calls:
2.0ms
(sin (/ (* z t) 3.0))
1.0ms
(cos (/ (* z t) 3.0))
1.0ms
(cos (/ (* z t) 3.0))
2.0ms
(cos (/ (* z t) 3.0))

series49.0ms

Counts
4 → 12
Calls
4 calls:
19.0ms
(sin (/ (* z t) 3.0))
10.0ms
(cos (/ (* z t) 3.0))
10.0ms
(cos (/ (* z t) 3.0))
11.0ms
(cos (/ (* z t) 3.0))

simplify1.9s

Counts
48 → 48
Iterations

Useful iterations: 2 (10.0ms)

IterNodesCost
031392
140392
254344
365344
475344
592344
6133344
7251344
8668344
92542344
done5000344

prune452.0ms

Pruning

29 alts after pruning (29 fresh and 0 done)

Merged error: 17.5b

localize38.0ms

Local error

Found 4 expressions with local error:

30.2b
(sin (/ (* z t) 3.0))
30.3b
(cos (/ (* z t) 3.0))
30.3b
(cos (/ (* z t) 3.0))
30.3b
(cos (/ (* z t) 3.0))

rewrite7.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-sqr-sqrt expm1-log1p-u add-cube-cbrt *-un-lft-identity add-cbrt-cube log1p-expm1-u add-log-exp
Counts
4 → 36
Calls
4 calls:
1.0ms
(sin (/ (* z t) 3.0))
1.0ms
(cos (/ (* z t) 3.0))
1.0ms
(cos (/ (* z t) 3.0))
2.0ms
(cos (/ (* z t) 3.0))

series47.0ms

Counts
4 → 12
Calls
4 calls:
16.0ms
(sin (/ (* z t) 3.0))
10.0ms
(cos (/ (* z t) 3.0))
11.0ms
(cos (/ (* z t) 3.0))
11.0ms
(cos (/ (* z t) 3.0))

simplify2.0s

Counts
48 → 48
Iterations

Useful iterations: 2 (10.0ms)

IterNodesCost
031392
140392
254344
365344
475344
592344
6133344
7251344
8668344
92542344
done5000344

prune394.0ms

Pruning

29 alts after pruning (29 fresh and 0 done)

Merged error: 17.5b

regimes3.0s

Accuracy

50.7% (2.3b remaining)

Error of 17.9b against oracle of 15.6b and baseline of 20.3b

bsearch3.0ms

simplify7.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
04382
15582
done5582

end0.0ms

sample3.0s

Algorithm
intervals
Results
677.0ms1612×body1280valid
658.0ms9196×body80nan
364.0ms5572×body80valid
275.0ms962×body640valid
232.0ms332×body2560valid
90.0ms419×body320valid
29.0ms197×body160valid