Details

Time bar (total: 48.6s)

sample181.0ms

Algorithm
intervals
Results
96.0ms582×body80valid

simplify5.6s

Counts
1 → 1
Iterations
IterNodes
done5001
51898
4721
3290
296
143
023

prune37.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 13.9b

localize97.0ms

Local error

Found 4 expressions with local error:

0.3b
(- (* y z) (* t a))
5.4b
(* x (- (* y z) (* t a)))
5.5b
(* j (- (* c t) (* i y)))
5.6b
(* b (- (* c z) (* i a)))

rewrite161.0ms

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*
sub-neg
distribute-rgt-in distribute-lft-in associate-*r/ add-log-exp
flip3-- insert-posit16 flip--
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
diff-log
Counts
4 → 88
Calls
4 calls:
10.0ms
(- (* y z) (* t a))
41.0ms
(* x (- (* y z) (* t a)))
34.0ms
(* j (- (* c t) (* i y)))
72.0ms
(* b (- (* c z) (* i a)))

series561.0ms

Counts
4 → 12
Calls
4 calls:
68.0ms
(- (* y z) (* t a))
163.0ms
(* x (- (* y z) (* t a)))
172.0ms
(* j (- (* c t) (* i y)))
157.0ms
(* b (- (* c z) (* i a)))

simplify3.0s

Counts
100 → 100
Iterations
IterNodes
done5001
21361
1449
0170

prune2.9s

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 9.7b

localize167.0ms

Local error

Found 4 expressions with local error:

2.4b
(* (* (cbrt b) (cbrt b)) (* (cbrt b) (- (* c z) (* i a))))
3.5b
(* (cbrt b) (- (* c z) (* i a)))
5.4b
(* x (- (* y z) (* t a)))
5.5b
(* j (- (* c t) (* i y)))

rewrite269.0ms

Algorithm
rewrite-expression-head
Rules
22×pow1 add-exp-log
19×add-sqr-sqrt
15×add-cbrt-cube
14×distribute-rgt-in distribute-lft-in
13×associate-*l*
11×*-un-lft-identity pow-prod-down prod-exp add-cube-cbrt cbrt-unprod
10×sub-neg associate-*r* associate-*r/
cbrt-prod flip3-- *-commutative insert-posit16 flip-- add-log-exp unswap-sqr
Counts
4 → 112
Calls
4 calls:
112.0ms
(* (* (cbrt b) (cbrt b)) (* (cbrt b) (- (* c z) (* i a))))
53.0ms
(* (cbrt b) (- (* c z) (* i a)))
44.0ms
(* x (- (* y z) (* t a)))
48.0ms
(* j (- (* c t) (* i y)))

series1.0s

Counts
4 → 12
Calls
4 calls:
186.0ms
(* (* (cbrt b) (cbrt b)) (* (cbrt b) (- (* c z) (* i a))))
547.0ms
(* (cbrt b) (- (* c z) (* i a)))
127.0ms
(* x (- (* y z) (* t a)))
148.0ms
(* j (- (* c t) (* i y)))

simplify3.8s

Counts
124 → 124
Iterations
IterNodes
done5000
22096
1618
0214

prune3.1s

Pruning

23 alts after pruning (23 fresh and 0 done)

Merged error: 7.6b

localize156.0ms

Local error

Found 4 expressions with local error:

3.3b
(* c (* z b))
5.4b
(* x (- (* y z) (* t a)))
5.5b
(* j (- (* c t) (* i y)))
5.6b
(* (- (* a i)) b)

rewrite151.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
15×pow1 add-cbrt-cube associate-*l* add-exp-log
11×*-un-lft-identity add-cube-cbrt
10×associate-*r*
pow-prod-down prod-exp cbrt-unprod
distribute-rgt-in sub-neg distribute-lft-in associate-*r/ *-commutative insert-posit16 add-log-exp
unswap-sqr
flip3-- flip--
distribute-lft-neg-out distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in
Counts
4 → 92
Calls
4 calls:
26.0ms
(* c (* z b))
45.0ms
(* x (- (* y z) (* t a)))
52.0ms
(* j (- (* c t) (* i y)))
18.0ms
(* (- (* a i)) b)

series400.0ms

Counts
4 → 12
Calls
4 calls:
64.0ms
(* c (* z b))
145.0ms
(* x (- (* y z) (* t a)))
120.0ms
(* j (- (* c t) (* i y)))
71.0ms
(* (- (* a i)) b)

simplify2.7s

Counts
104 → 104
Iterations
IterNodes
done5000
21531
1465
0179

prune3.0s

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 6.1b

localize125.0ms

Local error

Found 4 expressions with local error:

3.3b
(* c (* z b))
4.7b
(* (* (- a) b) i)
5.4b
(* x (- (* y z) (* t a)))
5.5b
(* j (- (* c t) (* i y)))

rewrite186.0ms

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
distribute-rgt-in sub-neg distribute-lft-in associate-*r/ *-commutative insert-posit16 add-log-exp
distribute-lft-neg-out flip3-- flip-- unswap-sqr
Counts
4 → 89
Calls
4 calls:
35.0ms
(* c (* z b))
32.0ms
(* (* (- a) b) i)
67.0ms
(* x (- (* y z) (* t a)))
47.0ms
(* j (- (* c t) (* i y)))

series391.0ms

Counts
4 → 12
Calls
4 calls:
48.0ms
(* c (* z b))
52.0ms
(* (* (- a) b) i)
145.0ms
(* x (- (* y z) (* t a)))
146.0ms
(* j (- (* c t) (* i y)))

simplify3.2s

Counts
101 → 101
Iterations
IterNodes
done5001
21686
1493
0184

prune2.2s

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 5.9b

regimes8.7s

Accuracy

28.5% (5.5b remaining)

Error of 10.3b against oracle of 4.8b and baseline of 12.5b

bsearch806.0ms

Steps
ItersRangePoint
5
7.036513239779174e-22
1.6466123121900505e-21
1.3920007626224294e-21
8
-5.458955071558374e-195
-1.852976135222607e-199
-7.642484941746692e-197
10
-6.180349770599781e-113
-6.0339804567880636e-127
-5.217128050956565e-116
7
-1.381541080692419e+19
-5.081201493801851e+17
-1.4539161640363453e+18

simplify134.0ms

Iterations
IterNodes
done123
3123
2119
1106
071

end0.0ms

sample5.4s

Algorithm
intervals
Results
3.5s19020×body80valid