Details

Time bar (total: 24.9s)

sample193.0ms

Algorithm
intervals
Results
97.0ms599×body80valid

simplify2.7s

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

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.8b

localize50.0ms

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)))

rewrite76.0ms

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)))
23.0ms
(* j (- (* c t) (* i y)))
21.0ms
(* x (- (* y z) (* t a)))

series316.0ms

Counts
4 → 12
Calls
4 calls:
56.0ms
(- (* y z) (* t a))
81.0ms
(* b (- (* c z) (* i a)))
86.0ms
(* j (- (* c t) (* i y)))
94.0ms
(* x (- (* y z) (* t a)))

simplify1.3s

Counts
96 → 96
Iterations
IterNodes
done5001
21438
1457
0166

prune1.3s

Pruning

24 alts after pruning (24 fresh and 0 done)

Merged error: 8.8b

localize89.0ms

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)

rewrite116.0ms

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:
21.0ms
(* b (- (* c z) (* i a)))
38.0ms
(* j (- (* c t) (* i y)))
18.0ms
(* (- (* t a)) x)
38.0ms
(* (* y z) x)

series268.0ms

Counts
4 → 12
Calls
4 calls:
105.0ms
(* b (- (* c z) (* i a)))
88.0ms
(* j (- (* c t) (* i y)))
35.0ms
(* (- (* t a)) x)
41.0ms
(* (* y z) x)

simplify1.5s

Counts
100 → 100
Iterations
IterNodes
done5012
21582
1475
0175

prune1.5s

Pruning

23 alts after pruning (23 fresh and 0 done)

Merged error: 5.3b

localize47.0ms

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)

rewrite94.0ms

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:
20.0ms
(* b (- (* c z) (* i a)))
49.0ms
(* j (- (* c t) (* i y)))
14.0ms
(* y (* z x))
9.0ms
(* (- (* t a)) x)

series247.0ms

Counts
4 → 12
Calls
4 calls:
74.0ms
(* b (- (* c z) (* i a)))
104.0ms
(* j (- (* c t) (* i y)))
29.0ms
(* y (* z x))
40.0ms
(* (- (* t a)) x)

simplify1.4s

Counts
100 → 100
Iterations
IterNodes
done5000
21493
1464
0176

prune1.2s

Pruning

24 alts after pruning (24 fresh and 0 done)

Merged error: 5.3b

localize89.0ms

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))
6.1b
(* t (* (- a) x))

rewrite96.0ms

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
distribute-rgt-in sub-neg distribute-lft-in associate-*r/ *-commutative add-log-exp
flip3-- flip-- unswap-sqr
distribute-lft-neg-out distribute-rgt-neg-out
Counts
4 → 85
Calls
4 calls:
25.0ms
(* b (- (* c z) (* i a)))
35.0ms
(* j (- (* c t) (* i y)))
17.0ms
(* y (* z x))
15.0ms
(* t (* (- a) x))

series268.0ms

Counts
4 → 12
Calls
4 calls:
94.0ms
(* b (- (* c z) (* i a)))
99.0ms
(* j (- (* c t) (* i y)))
41.0ms
(* y (* z x))
33.0ms
(* t (* (- a) x))

simplify1.5s

Counts
97 → 97
Iterations
IterNodes
done5000
21493
1470
0178

prune978.0ms

Pruning

25 alts after pruning (25 fresh and 0 done)

Merged error: 4.8b

regimes3.3s

Accuracy

46.1% (3.8b remaining)

Error of 9.4b against oracle of 5.5b and baseline of 12.6b

bsearch304.0ms

Steps
ItersRangePoint
6
7.892450873194202e-96
3.8221044287111394e-95
3.770091383293643e-95
10
-4.0952205495533016e+34
-1.7017362125444333e+24
-3.6405603859118998e+31

simplify30.0ms

Iterations
IterNodes
done94
394
288
178
048

end0.0ms

sample5.9s

Algorithm
intervals
Results
3.6s19112×body80valid