Details

Time bar (total: 24.3s)

sample254.0ms

Algorithm
intervals
Results
72.0ms312×body80nan
45.0ms58×body1280valid
23.0ms173×body80valid
21.0ms32×body640valid
13.0ms11×body2560valid
5.0ms13×body320valid
1.0msbody160valid

simplify94.0ms

Counts
1 → 1
Iterations
IterNodes
done110
6110
5108
4100
382
258
133
018

prune32.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 17.1b

localize63.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
0.2b
(/ (* z t) 3.0)
0.3b
(/ a (* b 3.0))
22.6b
(cos (- y (/ (* z t) 3.0)))

rewrite135.0ms

Algorithm
rewrite-expression-head
Rules
23×cos-sum
22×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
21×prod-diff
19×add-cbrt-cube add-exp-log
15×times-frac
pow1
prod-exp cbrt-unprod div-inv
expm1-log1p-u cbrt-undiv associate-/r* div-exp log1p-expm1-u associate-/l* add-log-exp
cos-diff associate-*r* pow-prod-down
clear-num frac-2neg
distribute-rgt-in sub-neg distribute-lft-in associate-*l* *-commutative
Counts
4 → 101
Calls
4 calls:
58.0ms
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
16.0ms
(/ (* z t) 3.0)
13.0ms
(/ a (* b 3.0))
41.0ms
(cos (- y (/ (* z t) 3.0)))

series278.0ms

Counts
4 → 12
Calls
4 calls:
161.0ms
(* (* 2.0 (sqrt x)) (cos (- y (/ (* z t) 3.0))))
31.0ms
(/ (* z t) 3.0)
25.0ms
(/ a (* b 3.0))
61.0ms
(cos (- y (/ (* z t) 3.0)))

simplify1.4s

Counts
113 → 113
Iterations
IterNodes
done5000
22925
1709
0327

prune1.2s

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 13.8b

localize81.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ a (* b 3.0))
0.9b
(* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0))
27.3b
(cos (* (/ t 3.0) z))
27.7b
(sin (/ t (/ 3.0 z)))

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
14×add-cbrt-cube add-exp-log
pow1
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u add-log-exp
times-frac associate-*l* pow-prod-down associate-/l*
cbrt-undiv div-exp
clear-num associate-/r* frac-2neg associate-*r* *-commutative div-inv
Counts
4 → 61
Calls
4 calls:
10.0ms
(/ a (* b 3.0))
43.0ms
(* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0))
11.0ms
(cos (* (/ t 3.0) z))
12.0ms
(sin (/ t (/ 3.0 z)))

series242.0ms

Counts
4 → 12
Calls
4 calls:
28.0ms
(/ a (* b 3.0))
155.0ms
(* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0))
23.0ms
(cos (* (/ t 3.0) z))
36.0ms
(sin (/ t (/ 3.0 z)))

simplify1.9s

Counts
73 → 73
Iterations
IterNodes
done5000
33902
2845
1267
0127

prune997.0ms

Pruning

25 alts after pruning (25 fresh and 0 done)

Merged error: 13.8b

localize73.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ a (* b 3.0))
0.9b
(* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0))
27.7b
(sin (/ t (/ 3.0 z)))
27.9b
(cos (* t (* 0.3333333333333333 z)))

rewrite62.0ms

Algorithm
rewrite-expression-head
Rules
14×add-cbrt-cube add-exp-log
pow1
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u add-log-exp
times-frac associate-*l* pow-prod-down associate-/l*
cbrt-undiv div-exp
clear-num associate-/r* frac-2neg associate-*r* *-commutative div-inv
Counts
4 → 61
Calls
4 calls:
8.0ms
(/ a (* b 3.0))
29.0ms
(* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0))
7.0ms
(sin (/ t (/ 3.0 z)))
17.0ms
(cos (* t (* 0.3333333333333333 z)))

series199.0ms

Counts
4 → 12
Calls
4 calls:
23.0ms
(/ a (* b 3.0))
137.0ms
(* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0))
23.0ms
(sin (/ t (/ 3.0 z)))
15.0ms
(cos (* t (* 0.3333333333333333 z)))

simplify1.9s

Counts
73 → 73
Iterations
IterNodes
done5001
33838
2848
1273
0127

prune1.2s

Pruning

24 alts after pruning (24 fresh and 0 done)

Merged error: 13.8b

localize82.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (sin y) (* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0)))
0.9b
(* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0))
27.7b
(sin (/ t (/ 3.0 z)))
27.9b
(cos (* t (* 0.3333333333333333 z)))

rewrite179.0ms

Algorithm
rewrite-expression-head
Rules
18×pow1 add-cbrt-cube add-exp-log
pow-prod-down prod-exp cbrt-unprod
add-sqr-sqrt *-un-lft-identity associate-*l* add-cube-cbrt
expm1-log1p-u log1p-expm1-u add-log-exp
associate-*r* *-commutative
Counts
4 → 61
Calls
4 calls:
90.0ms
(* (sin y) (* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0)))
46.0ms
(* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0))
11.0ms
(sin (/ t (/ 3.0 z)))
30.0ms
(cos (* t (* 0.3333333333333333 z)))

series361.0ms

Counts
4 → 12
Calls
4 calls:
196.0ms
(* (sin y) (* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0)))
115.0ms
(* (sin (/ t (/ 3.0 z))) (* (sqrt x) 2.0))
29.0ms
(sin (/ t (/ 3.0 z)))
20.0ms
(cos (* t (* 0.3333333333333333 z)))

simplify891.0ms

Counts
73 → 73
Iterations
IterNodes
done5000
2893
1255
0112

prune878.0ms

Pruning

24 alts after pruning (24 fresh and 0 done)

Merged error: 13.8b

regimes3.9s

Accuracy

0% (4.8b remaining)

Error of 20.7b against oracle of 15.9b and baseline of 20.7b

bsearch0.0ms

simplify4.0ms

Iterations
IterNodes
done37
137
029

end0.0ms

sample7.9s

Algorithm
intervals
Results
2.2s9012×body80nan
1.9s1625×body1280valid
842.0ms5512×body80valid
626.0ms928×body640valid
484.0ms376×body2560valid
208.0ms449×body320valid
61.0ms225×body160valid