Details

Time bar (total: 19.5s)

sample51.0ms

Algorithm
intervals
Results
22.0ms359×body80valid

simplify6.5s

Counts
1 → 1
Iterations
IterNodes
done2434
82434
72422
62265
51670
4779
3289
290
127
013

prune13.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 7.7b

localize36.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* x y) (* (* z 9.0) t))
0.3b
(* (* z 9.0) t)
7.2b
(/ (- (* x y) (* (* z 9.0) t)) (* a 2.0))

rewrite65.0ms

Algorithm
rewrite-expression-head
Rules
13×add-cbrt-cube add-exp-log
pow1
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
add-log-exp
prod-exp cbrt-unprod
expm1-log1p-u times-frac associate-*r* pow-prod-down log1p-expm1-u associate-/l*
cbrt-undiv flip3-- div-exp flip-- associate-/l/
clear-num associate-/r* sub-neg frac-2neg fma-neg diff-log div-sub associate-*l* prod-diff *-commutative div-inv
Counts
3 → 62
Calls
3 calls:
7.0ms
(- (* x y) (* (* z 9.0) t))
22.0ms
(* (* z 9.0) t)
34.0ms
(/ (- (* x y) (* (* z 9.0) t)) (* a 2.0))

series252.0ms

Counts
3 → 9
Calls
3 calls:
119.0ms
(- (* x y) (* (* z 9.0) t))
23.0ms
(* (* z 9.0) t)
109.0ms
(/ (- (* x y) (* (* z 9.0) t)) (* a 2.0))

simplify1.5s

Counts
71 → 71
Iterations
IterNodes
done5001
21770
1352
0127

prune626.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 7.4b

localize29.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* x y) (* z (* 9.0 t)))
0.2b
(* z (* 9.0 t))
7.2b
(/ (- (* x y) (* z (* 9.0 t))) (* a 2.0))

rewrite47.0ms

Algorithm
rewrite-expression-head
Rules
13×add-cbrt-cube add-exp-log
pow1
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
add-log-exp
prod-exp cbrt-unprod
expm1-log1p-u times-frac associate-*l* pow-prod-down log1p-expm1-u associate-/l*
cbrt-undiv flip3-- div-exp flip-- associate-/l/
clear-num associate-/r* sub-neg frac-2neg fma-neg diff-log div-sub associate-*r* prod-diff *-commutative div-inv
Counts
3 → 62
Calls
3 calls:
8.0ms
(- (* x y) (* z (* 9.0 t)))
14.0ms
(* z (* 9.0 t))
24.0ms
(/ (- (* x y) (* z (* 9.0 t))) (* a 2.0))

series250.0ms

Counts
3 → 9
Calls
3 calls:
94.0ms
(- (* x y) (* z (* 9.0 t)))
34.0ms
(* z (* 9.0 t))
122.0ms
(/ (- (* x y) (* z (* 9.0 t))) (* a 2.0))

simplify1.6s

Counts
71 → 71
Iterations
IterNodes
done5000
21576
1341
0125

prune544.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 7.4b

localize28.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* x y) (* 9.0 (* t z)))
0.2b
(* 9.0 (* t z))
7.2b
(/ (- (* x y) (* 9.0 (* t z))) (* a 2.0))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
13×add-cbrt-cube add-exp-log
pow1
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
add-log-exp
prod-exp cbrt-unprod
expm1-log1p-u times-frac associate-*l* pow-prod-down log1p-expm1-u associate-/l*
cbrt-undiv flip3-- div-exp flip-- associate-/l/
clear-num associate-/r* sub-neg frac-2neg fma-neg diff-log div-sub associate-*r* prod-diff *-commutative div-inv
Counts
3 → 62
Calls
3 calls:
7.0ms
(- (* x y) (* 9.0 (* t z)))
25.0ms
(* 9.0 (* t z))
24.0ms
(/ (- (* x y) (* 9.0 (* t z))) (* a 2.0))

series263.0ms

Counts
3 → 9
Calls
3 calls:
87.0ms
(- (* x y) (* 9.0 (* t z)))
43.0ms
(* 9.0 (* t z))
134.0ms
(/ (- (* x y) (* 9.0 (* t z))) (* a 2.0))

simplify1.6s

Counts
71 → 71
Iterations
IterNodes
done5001
21542
1336
0122

prune531.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 7.4b

localize53.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* 0.5 (/ (* x y) a)) (* 4.5 (/ (* t z) a)))
0.2b
(* 4.5 (/ (* t z) a))
4.7b
(/ (* x y) a)
5.7b
(/ (* t z) a)

rewrite87.0ms

Algorithm
rewrite-expression-head
Rules
23×add-cbrt-cube add-exp-log
13×add-sqr-sqrt
11×*-un-lft-identity add-cube-cbrt
times-frac
associate-*r*
pow1 cbrt-undiv associate-/r* div-exp prod-exp cbrt-unprod add-log-exp
associate-*r/
expm1-log1p-u log1p-expm1-u
associate-*l* div-inv
clear-num frac-2neg associate-/l*
sub-neg flip3-- fma-neg diff-log prod-diff pow-prod-down *-commutative frac-sub flip-- sub-div unswap-sqr
Counts
4 → 93
Calls
4 calls:
26.0ms
(- (* 0.5 (/ (* x y) a)) (* 4.5 (/ (* t z) a)))
27.0ms
(* 4.5 (/ (* t z) a))
15.0ms
(/ (* x y) a)
15.0ms
(/ (* t z) a)

series374.0ms

Counts
4 → 12
Calls
4 calls:
199.0ms
(- (* 0.5 (/ (* x y) a)) (* 4.5 (/ (* t z) a)))
71.0ms
(* 4.5 (/ (* t z) a))
50.0ms
(/ (* x y) a)
55.0ms
(/ (* t z) a)

simplify1.4s

Counts
105 → 105
Iterations
IterNodes
done5000
22262
1433
0157

prune632.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

regimes1.6s

Accuracy

33.9% (4.7b remaining)

Error of 5.1b against oracle of 0.4b and baseline of 7.5b

bsearch2.0ms

simplify8.0ms

Iterations
IterNodes
done43
143
033

end0.0ms

sample1.4s

Algorithm
intervals
Results
913.0ms11099×body80valid