Details

Time bar (total: 23.8s)

sample106.0ms

Algorithm
intervals
Results
57.0ms599×body80valid

simplify1.7s

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

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.8b

localize72.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* y z) (* t a))
4.4b
(* b (- (* c z) (* i a)))
4.8b
(* j (- (* c t) (* i y)))
7.6b
(* x (- (* y z) (* t a)))

rewrite85.0ms

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-- flip--
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
diff-log
Counts
4 → 84
Calls
4 calls:
8.0ms
(- (* y z) (* t a))
22.0ms
(* b (- (* c z) (* i a)))
33.0ms
(* j (- (* c t) (* i y)))
21.0ms
(* x (- (* y z) (* t a)))

series360.0ms

Counts
4 → 12
Calls
4 calls:
47.0ms
(- (* y z) (* t a))
123.0ms
(* b (- (* c z) (* i a)))
88.0ms
(* j (- (* c t) (* i y)))
102.0ms
(* x (- (* y z) (* t a)))

simplify1.4s

Counts
96 → 96
Iterations
IterNodes
done5000
21805
1458
0166

prune1.3s

Pruning

24 alts after pruning (24 fresh and 0 done)

Merged error: 8.8b

localize69.0ms

Local error

Found 4 expressions with local error:

4.4b
(* b (- (* c z) (* i a)))
4.8b
(* j (- (* c t) (* i y)))
5.9b
(* (- (* t a)) x)
8.0b
(* (* y z) x)

rewrite82.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
15×pow1 add-cbrt-cube add-exp-log
13×associate-*l*
12×associate-*r*
11×*-un-lft-identity add-cube-cbrt
pow-prod-down prod-exp cbrt-unprod
distribute-rgt-in sub-neg distribute-lft-in associate-*r/ *-commutative add-log-exp
unswap-sqr
flip3-- flip--
distribute-lft-neg-out distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in
Counts
4 → 88
Calls
4 calls:
22.0ms
(* b (- (* c z) (* i a)))
34.0ms
(* j (- (* c t) (* i y)))
8.0ms
(* (- (* t a)) x)
13.0ms
(* (* y z) x)

series287.0ms

Counts
4 → 12
Calls
4 calls:
100.0ms
(* b (- (* c z) (* i a)))
89.0ms
(* j (- (* c t) (* i y)))
52.0ms
(* (- (* t a)) x)
46.0ms
(* (* y z) x)

simplify1.5s

Counts
100 → 100
Iterations
IterNodes
done5000
22336
1482
0175

prune1.3s

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 5.3b

localize78.0ms

Local error

Found 4 expressions with local error:

4.4b
(* b (- (* c z) (* i a)))
4.8b
(* j (- (* c t) (* i y)))
4.9b
(* y (* z x))
5.9b
(* (- (* t a)) x)

rewrite68.0ms

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 add-log-exp
unswap-sqr
flip3-- flip--
distribute-lft-neg-out distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in
Counts
4 → 88
Calls
4 calls:
21.0ms
(* b (- (* c z) (* i a)))
24.0ms
(* j (- (* c t) (* i y)))
12.0ms
(* y (* z x))
9.0ms
(* (- (* t a)) x)

series571.0ms

Counts
4 → 12
Calls
4 calls:
111.0ms
(* b (- (* c z) (* i a)))
93.0ms
(* j (- (* c t) (* i y)))
335.0ms
(* y (* z x))
32.0ms
(* (- (* t a)) x)

simplify1.2s

Counts
100 → 100
Iterations
IterNodes
done5001
22004
1474
0176

prune1.3s

Pruning

22 alts after pruning (22 fresh and 0 done)

Merged error: 5.3b

localize109.0ms

Local error

Found 4 expressions with local error:

5.9b
(* (- (* t a)) x)
6.8b
(cbrt (- (* c t) (* i y)))
6.8b
(cbrt (- (* c t) (* i y)))
6.8b
(cbrt (- (* c t) (* i y)))

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt
cbrt-prod *-un-lft-identity add-cube-cbrt
pow1 cbrt-div add-cbrt-cube associate-*l* add-exp-log
add-log-exp
flip3-- pow1/3 associate-*r* flip--
distribute-lft-neg-out distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 61
Calls
4 calls:
8.0ms
(* (- (* t a)) x)
4.0ms
(cbrt (- (* c t) (* i y)))
5.0ms
(cbrt (- (* c t) (* i y)))
5.0ms
(cbrt (- (* c t) (* i y)))

series658.0ms

Counts
4 → 12
Calls
4 calls:
50.0ms
(* (- (* t a)) x)
215.0ms
(cbrt (- (* c t) (* i y)))
214.0ms
(cbrt (- (* c t) (* i y)))
179.0ms
(cbrt (- (* c t) (* i y)))

simplify1.3s

Counts
73 → 73
Iterations
IterNodes
done5001
21113
1283
0109

prune932.0ms

Pruning

22 alts after pruning (21 fresh and 1 done)

Merged error: 5.3b

regimes3.3s

Accuracy

12.7% (6.0b remaining)

Error of 11.9b against oracle of 6.0b and baseline of 12.8b

bsearch480.0ms

Steps
ItersRangePoint
9
5.583719323195122e-196
6.92543355188382e-187
1.004501937429618e-191
5
6.703449509302573e-233
1.5681290843696203e-232
8.098261062553838e-233
7
-2.356429985169043e-111
-1.5016714143103604e-113
-7.956534375479293e-112

simplify31.0ms

Iterations
IterNodes
done106
3106
2105
193
058

end0.0ms

sample5.4s

Algorithm
intervals
Results
3.9s19112×body80valid