Details

Time bar (total: 36.5s)

sample42.0ms

Algorithm
intervals
Results
9.0ms277×body80valid

simplify7.8s

Counts
1 → 1
Iterations
IterNodes
done5000
84425
72447
6898
5413
4196
380
238
119
010

prune24.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 1.1b

localize27.0ms

Local error

Found 2 expressions with local error:

0.0b
(* (- y z) (- y t))
7.3b
(/ x (* (- y z) (- y t)))

rewrite108.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
22×*-un-lft-identity
18×prod-diff add-cube-cbrt
12×flip3-- flip--
11×distribute-rgt-in distribute-lft-in
add-cbrt-cube add-exp-log
frac-times associate-/r/
associate-*r* associate-*l*
pow1 associate-*l/ associate-*r/
times-frac associate-/l*
expm1-log1p-u cbrt-undiv sub-neg div-exp prod-exp cbrt-unprod insert-posit16 log1p-expm1-u distribute-lft-out-- add-log-exp difference-of-squares
clear-num associate-/r* frac-2neg pow-prod-down *-commutative div-inv unswap-sqr
Counts
2 → 87
Calls
2 calls:
64.0ms
(* (- y z) (- y t))
36.0ms
(/ x (* (- y z) (- y t)))

series183.0ms

Counts
2 → 6
Calls
2 calls:
47.0ms
(* (- y z) (- y t))
136.0ms
(/ x (* (- y z) (- y t)))

simplify2.8s

Counts
93 → 93
Iterations
IterNodes
done5001
21336
1436
0179

prune969.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize86.0ms

Local error

Found 4 expressions with local error:

7.3b
(/ x (* (- y z) (- y t)))
24.8b
(cbrt (/ x (* (- y z) (- y t))))
24.8b
(cbrt (/ x (* (- y z) (- y t))))
24.8b
(cbrt (/ x (* (- y z) (- y t))))

rewrite144.0ms

Algorithm
rewrite-expression-head
Rules
45×cbrt-prod
32×associate-/r/
24×flip3-- flip--
16×frac-times
12×add-sqr-sqrt *-un-lft-identity times-frac add-cube-cbrt
add-cbrt-cube add-exp-log
associate-*l/ associate-*r/
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u div-inv add-log-exp
cbrt-div pow1/3 associate-/l*
cbrt-undiv div-exp
clear-num associate-/r* frac-2neg prod-exp cbrt-unprod
Counts
4 → 113
Calls
4 calls:
26.0ms
(/ x (* (- y z) (- y t)))
24.0ms
(cbrt (/ x (* (- y z) (- y t))))
39.0ms
(cbrt (/ x (* (- y z) (- y t))))
46.0ms
(cbrt (/ x (* (- y z) (- y t))))

series1.4s

Counts
4 → 12
Calls
4 calls:
118.0ms
(/ x (* (- y z) (- y t)))
427.0ms
(cbrt (/ x (* (- y z) (- y t))))
476.0ms
(cbrt (/ x (* (- y z) (- y t))))
427.0ms
(cbrt (/ x (* (- y z) (- y t))))

simplify6.2s

Counts
125 → 125
Iterations
IterNodes
done5000
34981
21040
1337
0156

prune2.3s

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize108.0ms

Local error

Found 4 expressions with local error:

7.3b
(/ x (* (- y z) (- y t)))
24.8b
(cbrt (/ x (* (- y z) (- y t))))
24.8b
(cbrt (/ x (* (- y z) (- y t))))
26.2b
(cbrt (* (- y z) (- y t)))

rewrite178.0ms

Algorithm
rewrite-expression-head
Rules
31×cbrt-prod
24×flip3-- associate-/r/ flip--
16×frac-times
10×add-sqr-sqrt cbrt-div *-un-lft-identity add-cube-cbrt
times-frac add-cbrt-cube add-exp-log
associate-*l/ associate-*r/
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
pow1/3 div-inv associate-/l*
cbrt-undiv div-exp
clear-num associate-/r* frac-2neg prod-exp cbrt-unprod
Counts
4 → 106
Calls
4 calls:
46.0ms
(/ x (* (- y z) (- y t)))
41.0ms
(cbrt (/ x (* (- y z) (- y t))))
39.0ms
(cbrt (/ x (* (- y z) (- y t))))
36.0ms
(cbrt (* (- y z) (- y t)))

series1.5s

Counts
4 → 12
Calls
4 calls:
142.0ms
(/ x (* (- y z) (- y t)))
423.0ms
(cbrt (/ x (* (- y z) (- y t))))
473.0ms
(cbrt (/ x (* (- y z) (- y t))))
454.0ms
(cbrt (* (- y z) (- y t)))

simplify2.1s

Counts
118 → 118
Iterations
IterNodes
done5001
21116
1375
0182

prune2.0s

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0.0b

localize44.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ x (- y t))
0.0b
(/ 1 (- y z))
3.4b
(* (/ 1 (- y z)) (/ x (- y t)))

rewrite193.0ms

Algorithm
rewrite-expression-head
Rules
86×add-sqr-sqrt
71×*-un-lft-identity
67×times-frac
41×add-cube-cbrt
31×add-exp-log
21×associate-*r* associate-*l*
19×add-cbrt-cube
14×distribute-lft-out-- difference-of-squares
11×div-exp
10×associate-/r*
prod-exp associate-/r/
pow1 cbrt-undiv associate-/l* unswap-sqr
flip3-- cbrt-unprod div-inv flip--
expm1-log1p-u rec-exp 1-exp insert-posit16 log1p-expm1-u add-log-exp
clear-num frac-2neg
frac-times pow-prod-down associate-*l/ associate-*r/ *-commutative pow-flip inv-pow
Counts
3 → 159
Calls
3 calls:
22.0ms
(/ x (- y t))
26.0ms
(/ 1 (- y z))
124.0ms
(* (/ 1 (- y z)) (/ x (- y t)))

series423.0ms

Counts
3 → 9
Calls
3 calls:
56.0ms
(/ x (- y t))
59.0ms
(/ 1 (- y z))
308.0ms
(* (/ 1 (- y z)) (/ x (- y t)))

simplify3.0s

Counts
168 → 168
Iterations
IterNodes
done5000
21570
1559
0207

prune1.8s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes1.5s

Accuracy

24.9% (0.4b remaining)

Error of 0.4b against oracle of 0.0b and baseline of 0.6b

bsearch3.0ms

simplify11.0ms

Iterations
IterNodes
done17
117
016

end0.0ms

sample1.5s

Algorithm
intervals
Results
561.0ms8467×body80valid