Details

Time bar (total: 15.9s)

sample55.0ms

Algorithm
intervals
Results
30.0ms360×body80valid

simplify144.0ms

Counts
1 → 1
Iterations
IterNodes
done195
5195
4184
3133
265
126
013

prune34.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize49.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (* y z))
0.0b
(+ (+ x (* y z)) (* t a))
0.0b
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
4.8b
(* (* a z) b)

rewrite236.0ms

Algorithm
rewrite-expression-head
Rules
20×add-log-exp
10×sum-log
pow1 fma-def add-cbrt-cube add-exp-log
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
expm1-log1p-u log1p-expm1-u
+-commutative flip3-+ associate-*r* pow-prod-down prod-exp cbrt-unprod flip-+
associate-+l+
associate-*l* *-commutative
Counts
4 → 73
Calls
4 calls:
9.0ms
(+ x (* y z))
39.0ms
(+ (+ x (* y z)) (* t a))
157.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
26.0ms
(* (* a z) b)

series293.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(+ x (* y z))
71.0ms
(+ (+ x (* y z)) (* t a))
122.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
56.0ms
(* (* a z) b)

simplify1.6s

Counts
85 → 85
Iterations
IterNodes
done5009
21696
1360
0123

prune565.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize46.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt b)
0.6b
(cbrt b)
1.4b
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
3.7b
(* (* a z) (* (cbrt b) (cbrt b)))

rewrite151.0ms

Algorithm
rewrite-expression-head
Rules
34×pow1 add-exp-log
21×add-cbrt-cube pow-prod-down prod-exp cbrt-unprod
cbrt-prod
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
associate-*r*
expm1-log1p-u log1p-expm1-u add-log-exp
pow1/3 associate-*l* *-commutative
Counts
4 → 82
Calls
4 calls:
1.0ms
(cbrt b)
1.0ms
(cbrt b)
118.0ms
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
26.0ms
(* (* a z) (* (cbrt b) (cbrt b)))

series830.0ms

Counts
4 → 12
Calls
4 calls:
316.0ms
(cbrt b)
281.0ms
(cbrt b)
66.0ms
(* (* (* a z) (* (cbrt b) (cbrt b))) (cbrt b))
166.0ms
(* (* a z) (* (cbrt b) (cbrt b)))

simplify4.2s

Counts
94 → 94
Iterations
IterNodes
done5010
34903
21032
1277
0102

prune504.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (* y z))
0.0b
(+ (+ x (* y z)) (* a (fma z b t)))
2.2b
(* a (fma z b t))

rewrite58.0ms

Algorithm
rewrite-expression-head
Rules
10×add-log-exp
add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
fma-def
pow1 add-cbrt-cube add-exp-log
sum-log fma-udef
expm1-log1p-u associate-*r* associate-*l* log1p-expm1-u
distribute-rgt-in +-commutative associate-+r+ distribute-lft-in flip3-+ flip-+
associate-+l+ pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
3 → 58
Calls
3 calls:
5.0ms
(+ x (* y z))
42.0ms
(+ (+ x (* y z)) (* a (fma z b t)))
10.0ms
(* a (fma z b t))

series229.0ms

Counts
3 → 9
Calls
3 calls:
39.0ms
(+ x (* y z))
140.0ms
(+ (+ x (* y z)) (* a (fma z b t)))
50.0ms
(* a (fma z b t))

simplify2.4s

Counts
67 → 67
Iterations
IterNodes
done5000
33812
2863
1258
096

prune461.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 1 expressions with local error:

2.4b
(fma z (fma a b y) x)

rewrite1.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt expm1-log1p-u pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt fma-udef log1p-expm1-u add-log-exp
Counts
1 → 10
Calls
1 calls:
0.0ms
(fma z (fma a b y) x)

series122.0ms

Counts
1 → 3
Calls
1 calls:
121.0ms
(fma z (fma a b y) x)

simplify1.5s

Counts
13 → 13
Iterations
IterNodes
done5004
41725
3313
277
137
022

prune124.0ms

Pruning

4 alts after pruning (0 fresh and 4 done)

Merged error: 0.0b

regimes634.0ms

Accuracy

12.8% (1.7b remaining)

Error of 1.7b against oracle of 0.0b and baseline of 1.9b

bsearch152.0ms

Steps
ItersRangePoint
10
7.440598717487849e+128
1.9287824740730066e+141
7.580017239038192e+128
8
-1.351868441879636e+173
-1.617789579540189e+170
-2.5285291488055666e+172

simplify4.0ms

Iterations
IterNodes
done34
134
025

end0.0ms

sample1.5s

Algorithm
intervals
Results
984.0ms11905×body80valid