Details

Time bar (total: 19.6s)

sample133.0ms

Algorithm
intervals
Results
59.0ms569×body80valid

simplify1.2s

Counts
1 → 1
Iterations
IterNodes
done5000
4950
3290
296
143
023

prune23.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.3b

localize49.0ms

Local error

Found 4 expressions with local error:

0.5b
(- (* t c) (* i y))
4.4b
(* j (- (* t c) (* i y)))
4.9b
(* (- (* a i) (* z c)) b)
6.5b
(* (- (* z y) (* t a)) x)

rewrite75.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
10×pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt
associate-*r* associate-*l*
add-log-exp
flip3-- associate-*l/ flip--
sub-neg pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
distribute-rgt-in distribute-lft-in associate-*r/
diff-log
Counts
4 → 76
Calls
4 calls:
6.0ms
(- (* t c) (* i y))
20.0ms
(* j (- (* t c) (* i y)))
19.0ms
(* (- (* a i) (* z c)) b)
29.0ms
(* (- (* z y) (* t a)) x)

series294.0ms

Counts
4 → 12
Calls
4 calls:
66.0ms
(- (* t c) (* i y))
90.0ms
(* j (- (* t c) (* i y)))
73.0ms
(* (- (* a i) (* z c)) b)
66.0ms
(* (- (* z y) (* t a)) x)

simplify666.0ms

Counts
88 → 88
Iterations
IterNodes
done5000
21669
1414
0153

prune847.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 2.1b

localize86.0ms

Local error

Found 4 expressions with local error:

3.5b
(* t (* x a))
4.4b
(* j (- (* t c) (* i y)))
4.7b
(* y (* x z))
4.9b
(* (- (* a i) (* z c)) b)

rewrite115.0ms

Algorithm
rewrite-expression-head
Rules
18×pow1 add-cbrt-cube add-exp-log
14×add-sqr-sqrt
12×associate-*l*
10×*-un-lft-identity add-cube-cbrt
associate-*r* pow-prod-down prod-exp cbrt-unprod
*-commutative add-log-exp
distribute-rgt-in sub-neg distribute-lft-in flip3-- associate-*l/ associate-*r/ flip-- unswap-sqr
Counts
4 → 80
Calls
4 calls:
24.0ms
(* t (* x a))
39.0ms
(* j (- (* t c) (* i y)))
19.0ms
(* y (* x z))
30.0ms
(* (- (* a i) (* z c)) b)

series255.0ms

Counts
4 → 12
Calls
4 calls:
33.0ms
(* t (* x a))
99.0ms
(* j (- (* t c) (* i y)))
30.0ms
(* y (* x z))
93.0ms
(* (- (* a i) (* z c)) b)

simplify1.2s

Counts
92 → 92
Iterations
IterNodes
done5001
21733
1442
0168

prune878.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0.9b

localize62.0ms

Local error

Found 4 expressions with local error:

4.4b
(* j (- (* t c) (* i y)))
4.7b
(* y (* x z))
4.9b
(* (- (* a i) (* z c)) b)
6.7b
(* (* x t) a)

rewrite90.0ms

Algorithm
rewrite-expression-head
Rules
18×pow1 add-cbrt-cube add-exp-log
14×add-sqr-sqrt
10×*-un-lft-identity associate-*r* associate-*l* add-cube-cbrt
pow-prod-down prod-exp cbrt-unprod
*-commutative add-log-exp
distribute-rgt-in sub-neg distribute-lft-in flip3-- associate-*l/ associate-*r/ flip-- unswap-sqr
Counts
4 → 80
Calls
4 calls:
20.0ms
(* j (- (* t c) (* i y)))
15.0ms
(* y (* x z))
31.0ms
(* (- (* a i) (* z c)) b)
20.0ms
(* (* x t) a)

series302.0ms

Counts
4 → 12
Calls
4 calls:
105.0ms
(* j (- (* t c) (* i y)))
49.0ms
(* y (* x z))
102.0ms
(* (- (* a i) (* z c)) b)
45.0ms
(* (* x t) a)

simplify843.0ms

Counts
92 → 92
Iterations
IterNodes
done5002
22084
1455
0169

prune1.1s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 0.9b

localize105.0ms

Local error

Found 4 expressions with local error:

4.2b
(* c (* t j))
4.7b
(* y (* x z))
4.9b
(* (- (* a i) (* z c)) b)
6.7b
(* (* x t) a)

rewrite118.0ms

Algorithm
rewrite-expression-head
Rules
21×pow1 add-cbrt-cube add-exp-log
11×add-sqr-sqrt
10×associate-*l* pow-prod-down prod-exp cbrt-unprod
*-un-lft-identity add-cube-cbrt
associate-*r*
*-commutative add-log-exp
associate-*l/
flip3-- flip-- unswap-sqr
Counts
4 → 74
Calls
4 calls:
26.0ms
(* c (* t j))
24.0ms
(* y (* x z))
38.0ms
(* (- (* a i) (* z c)) b)
26.0ms
(* (* x t) a)

series230.0ms

Counts
4 → 12
Calls
4 calls:
36.0ms
(* c (* t j))
31.0ms
(* y (* x z))
116.0ms
(* (- (* a i) (* z c)) b)
47.0ms
(* (* x t) a)

simplify1.0s

Counts
86 → 86
Iterations
IterNodes
done5001
21934
1400
0152

prune910.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 0.9b

regimes2.5s

Accuracy

19.6% (9.7b remaining)

Error of 10.6b against oracle of 1.0b and baseline of 13.0b

bsearch741.0ms

Steps
ItersRangePoint
8
5611290703669102.0
1.7276069190504608e+19
2.691655876310627e+16
8
1.0711279922117032e-123
3.2527221388274796e-119
5.22056311689387e-121
8
1.6732165416543581e-217
9.811185069165393e-214
1.002984371457372e-214
9
-3.773635288185855e+33
-2.5569188551978245e+27
-6.389942398473198e+30

simplify47.0ms

Iterations
IterNodes
done129
3129
2121
1108
064

end0.0ms

sample5.7s

Algorithm
intervals
Results
4.2s19189×body80valid