Details

Time bar (total: 25.4s)

sample204.0ms

Algorithm
intervals
Results
128.0ms631×body80valid

simplify2.6s

Counts
1 → 1
Iterations
IterNodes
done5000
51885
4721
3290
296
143
023

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 10.4b

localize56.0ms

Local error

Found 4 expressions with local error:

0.5b
(- (* y z) (* t a))
3.8b
(* j (- (* c a) (* y i)))
4.7b
(* x (- (* y z) (* t a)))
4.9b
(* b (- (* c z) (* t i)))

rewrite127.0ms

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:
15.0ms
(- (* y z) (* t a))
42.0ms
(* j (- (* c a) (* y i)))
22.0ms
(* x (- (* y z) (* t a)))
46.0ms
(* b (- (* c z) (* t i)))

series316.0ms

Counts
4 → 12
Calls
4 calls:
41.0ms
(- (* y z) (* t a))
86.0ms
(* j (- (* c a) (* y i)))
76.0ms
(* x (- (* y z) (* t a)))
112.0ms
(* b (- (* c z) (* t i)))

simplify1.5s

Counts
100 → 100
Iterations
IterNodes
done5000
21415
1457
0170

prune1.2s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 6.9b

localize89.0ms

Local error

Found 4 expressions with local error:

1.9b
(* (cbrt j) (- (* c a) (* y i)))
2.2b
(* (* (cbrt j) (cbrt j)) (* (cbrt j) (- (* c a) (* y i))))
4.7b
(* x (- (* y z) (* t a)))
4.9b
(* b (- (* c z) (* t i)))

rewrite177.0ms

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:
24.0ms
(* (cbrt j) (- (* c a) (* y i)))
75.0ms
(* (* (cbrt j) (cbrt j)) (* (cbrt j) (- (* c a) (* y i))))
49.0ms
(* x (- (* y z) (* t a)))
27.0ms
(* b (- (* c z) (* t i)))

series712.0ms

Counts
4 → 12
Calls
4 calls:
345.0ms
(* (cbrt j) (- (* c a) (* y i)))
140.0ms
(* (* (cbrt j) (cbrt j)) (* (cbrt j) (- (* c a) (* y i))))
122.0ms
(* x (- (* y z) (* t a)))
106.0ms
(* b (- (* c z) (* t i)))

simplify1.7s

Counts
124 → 124
Iterations
IterNodes
done5003
22096
1622
0215

prune1.3s

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 4.5b

localize61.0ms

Local error

Found 4 expressions with local error:

2.2b
(* (* (cbrt j) (cbrt j)) (* (cbrt j) (- (* c a) (* y i))))
3.7b
(* a (* x t))
4.7b
(* x (* z y))
4.9b
(* b (- (* c z) (* t i)))

rewrite161.0ms

Algorithm
rewrite-expression-head
Rules
28×pow1 add-exp-log
22×add-cbrt-cube
15×pow-prod-down prod-exp cbrt-unprod
10×distribute-rgt-in add-sqr-sqrt distribute-lft-in associate-*l*
*-un-lft-identity add-cube-cbrt
sub-neg associate-*r* associate-*r/
*-commutative insert-posit16 add-log-exp
flip3-- flip--
unswap-sqr
Counts
4 → 96
Calls
4 calls:
85.0ms
(* (* (cbrt j) (cbrt j)) (* (cbrt j) (- (* c a) (* y i))))
13.0ms
(* a (* x t))
13.0ms
(* x (* z y))
48.0ms
(* b (- (* c z) (* t i)))

series350.0ms

Counts
4 → 12
Calls
4 calls:
166.0ms
(* (* (cbrt j) (cbrt j)) (* (cbrt j) (- (* c a) (* y i))))
34.0ms
(* a (* x t))
30.0ms
(* x (* z y))
120.0ms
(* b (- (* c z) (* t i)))

simplify1.8s

Counts
108 → 108
Iterations
IterNodes
done5001
21748
1540
0193

prune1.1s

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 3.3b

localize83.0ms

Local error

Found 4 expressions with local error:

3.7b
(* a (* x t))
4.7b
(* x (* z y))
4.9b
(* b (- (* c z) (* t i)))
5.1b
(* (* (- j) y) i)

rewrite80.0ms

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 insert-posit16 add-log-exp
distribute-lft-neg-out distribute-rgt-in sub-neg distribute-lft-in associate-*r/
flip3-- flip-- unswap-sqr
Counts
4 → 83
Calls
4 calls:
14.0ms
(* a (* x t))
13.0ms
(* x (* z y))
25.0ms
(* b (- (* c z) (* t i)))
27.0ms
(* (* (- j) y) i)

series183.0ms

Counts
4 → 12
Calls
4 calls:
28.0ms
(* a (* x t))
32.0ms
(* x (* z y))
93.0ms
(* b (- (* c z) (* t i)))
30.0ms
(* (* (- j) y) i)

simplify1.3s

Counts
95 → 95
Iterations
IterNodes
done5001
21520
1435
0165

prune891.0ms

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 3.3b

regimes2.7s

Accuracy

35.4% (5.5b remaining)

Error of 8.8b against oracle of 3.3b and baseline of 11.8b

bsearch551.0ms

Steps
ItersRangePoint
10
2.5650146037935753e-122
5.617948760873152e-107
1.3675312070107937e-118
9
-1.3367091001934637e-23
-5.671484851909713e-30
-7.292924892323122e-25

simplify18.0ms

Iterations
IterNodes
done101
3101
292
180
052

end0.0ms

sample6.0s

Algorithm
intervals
Results
4.5s18945×body80valid