Details

Time bar (total: 22.3s)

sample106.0ms

Algorithm
intervals
Results
44.0ms569×body80valid

simplify2.1s

Counts
1 → 1
Iterations
IterNodes
done5001
41195
3333
2110
147
023

prune31.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 12.3b

localize43.0ms

Local error

Found 4 expressions with local error:

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

rewrite81.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt
10×pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt
distribute-rgt-in distribute-lft-in associate-*r* associate-*l*
sub-neg prod-diff
associate-*r/ add-log-exp
expm1-log1p-u flip3-- log1p-expm1-u flip--
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
fma-neg diff-log
Counts
4 → 100
Calls
4 calls:
8.0ms
(- (* c t) (* i y))
20.0ms
(* j (- (* c t) (* i y)))
20.0ms
(* b (- (* c z) (* i a)))
30.0ms
(* x (- (* y z) (* t a)))

series333.0ms

Counts
4 → 12
Calls
4 calls:
47.0ms
(- (* c t) (* i y))
99.0ms
(* j (- (* c t) (* i y)))
91.0ms
(* b (- (* c z) (* i a)))
95.0ms
(* x (- (* y z) (* t a)))

simplify960.0ms

Counts
112 → 112
Iterations
IterNodes
done5001
22430
1532
0200

prune1.2s

Pruning

17 alts after pruning (17 fresh and 0 done)

Merged error: 4.2b

localize55.0ms

Local error

Found 4 expressions with local error:

4.2b
(* (* j t) c)
4.9b
(* b (- (* c z) (* i a)))
5.0b
(* (* i j) (- y))
6.5b
(* x (- (* y z) (* t a)))

rewrite89.0ms

Algorithm
rewrite-expression-head
Rules
19×associate-*r*
18×pow1 add-cbrt-cube add-exp-log
16×add-sqr-sqrt
12×*-un-lft-identity add-cube-cbrt
associate-*l* pow-prod-down prod-exp cbrt-unprod
distribute-rgt-in distribute-lft-in
expm1-log1p-u sub-neg prod-diff associate-*r/ *-commutative log1p-expm1-u add-log-exp
distribute-lft-neg-in distribute-rgt-neg-in
flip3-- flip-- unswap-sqr
neg-mul-1 distribute-rgt-neg-out
Counts
4 → 104
Calls
4 calls:
14.0ms
(* (* j t) c)
25.0ms
(* b (- (* c z) (* i a)))
17.0ms
(* (* i j) (- y))
31.0ms
(* x (- (* y z) (* t a)))

series326.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(* (* j t) c)
111.0ms
(* b (- (* c z) (* i a)))
40.0ms
(* (* i j) (- y))
143.0ms
(* x (- (* y z) (* t a)))

simplify1.6s

Counts
116 → 116
Iterations
IterNodes
done5000
23387
1600
0218

prune1.3s

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 1.6b

localize56.0ms

Local error

Found 4 expressions with local error:

4.2b
(* (* j t) c)
4.9b
(* b (- (* c z) (* i a)))
5.0b
(* (* i j) (- y))
5.4b
(* (* z y) x)

rewrite88.0ms

Algorithm
rewrite-expression-head
Rules
21×pow1 add-cbrt-cube add-exp-log
19×associate-*r*
13×add-sqr-sqrt
11×*-un-lft-identity add-cube-cbrt
10×pow-prod-down prod-exp cbrt-unprod
associate-*l*
expm1-log1p-u *-commutative log1p-expm1-u add-log-exp
distribute-lft-neg-in distribute-rgt-in distribute-rgt-neg-in distribute-lft-in
sub-neg prod-diff associate-*r/
neg-mul-1 flip3-- distribute-rgt-neg-out flip-- unswap-sqr
Counts
4 → 96
Calls
4 calls:
18.0ms
(* (* j t) c)
21.0ms
(* b (- (* c z) (* i a)))
15.0ms
(* (* i j) (- y))
31.0ms
(* (* z y) x)

series192.0ms

Counts
4 → 12
Calls
4 calls:
43.0ms
(* (* j t) c)
87.0ms
(* b (- (* c z) (* i a)))
31.0ms
(* (* i j) (- y))
30.0ms
(* (* z y) x)

simplify1.6s

Counts
108 → 108
Iterations
IterNodes
done5002
23250
1537
0197

prune1.3s

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 1.1b

localize108.0ms

Local error

Found 4 expressions with local error:

4.2b
(* (* (cbrt (- y)) (cbrt (- y))) (* i j))
4.2b
(* (* j t) c)
4.9b
(* b (- (* c z) (* i a)))
5.4b
(* (* z y) x)

rewrite126.0ms

Algorithm
rewrite-expression-head
Rules
28×pow1 add-exp-log
24×add-cbrt-cube
15×pow-prod-down prod-exp cbrt-unprod
10×add-sqr-sqrt associate-*r*
*-un-lft-identity add-cube-cbrt
associate-*l*
expm1-log1p-u *-commutative log1p-expm1-u add-log-exp
distribute-rgt-in distribute-lft-in
sub-neg prod-diff associate-*r/
flip3-- flip-- unswap-sqr
Counts
4 → 92
Calls
4 calls:
43.0ms
(* (* (cbrt (- y)) (cbrt (- y))) (* i j))
23.0ms
(* (* j t) c)
34.0ms
(* b (- (* c z) (* i a)))
24.0ms
(* (* z y) x)

series477.0ms

Counts
4 → 12
Calls
4 calls:
273.0ms
(* (* (cbrt (- y)) (cbrt (- y))) (* i j))
43.0ms
(* (* j t) c)
119.0ms
(* b (- (* c z) (* i a)))
41.0ms
(* (* z y) x)

simplify1.2s

Counts
104 → 104
Iterations
IterNodes
done5001
22761
1522
0195

prune1.0s

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 1.1b

regimes2.9s

Accuracy

32% (8.0b remaining)

Error of 9.2b against oracle of 1.2b and baseline of 12.9b

bsearch208.0ms

Steps
ItersRangePoint
6
1.608859734933991e-44
6.756139951928876e-44
4.422735920963178e-44
4
-450200791915489.44
-264363711735123.75
-329700211979175.06

simplify16.0ms

Iterations
IterNodes
done116
3116
2106
188
054

end0.0ms

sample4.8s

Algorithm
intervals
Results
3.5s19189×body80valid