Details

Time bar (total: 14.1s)

sample53.0ms

Algorithm
intervals
Results
32.0ms366×body80valid

simplify104.0ms

Counts
1 → 1
Iterations
IterNodes
done106
5106
4105
389
254
126
013

prune21.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize46.0ms

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))
4.6b
(* (* a z) b)

rewrite730.0ms

Algorithm
rewrite-expression-head
Rules
100×*-un-lft-identity
63×distribute-lft-out
57×associate-*l*
20×add-log-exp
15×add-sqr-sqrt
10×sum-log
pow1 add-cbrt-cube add-exp-log
associate-+l+ add-cube-cbrt
+-commutative associate-*r*
insert-posit16 unswap-sqr
flip3-+ pow-prod-down prod-exp cbrt-unprod flip-+
*-commutative
Counts
4 → 106
Calls
4 calls:
13.0ms
(+ x (* y z))
91.0ms
(+ (+ x (* y z)) (* t a))
597.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
26.0ms
(* (* a z) b)

series261.0ms

Counts
4 → 12
Calls
4 calls:
40.0ms
(+ x (* y z))
63.0ms
(+ (+ x (* y z)) (* t a))
126.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (* a z) b))
31.0ms
(* (* a z) b)

simplify1.6s

Counts
118 → 118
Iterations
IterNodes
done5000
21587
1393
0142

prune521.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.0b

localize20.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (+ x (* y z)) (* t a))
0.0b
(+ x (* y z))
0.0b
(+ (+ (+ x (* y z)) (* t a)) (* z (* a b)))
6.0b
(* z (* a b))

rewrite814.0ms

Algorithm
rewrite-expression-head
Rules
76×*-un-lft-identity
46×distribute-lft-out
29×associate-*l*
20×add-log-exp
15×add-sqr-sqrt associate-*r*
10×sum-log
pow1 add-cbrt-cube add-exp-log
associate-+l+ add-cube-cbrt
+-commutative
insert-posit16 unswap-sqr
flip3-+ pow-prod-down prod-exp cbrt-unprod flip-+
*-commutative
Counts
4 → 99
Calls
4 calls:
123.0ms
(+ (+ x (* y z)) (* t a))
13.0ms
(+ x (* y z))
650.0ms
(+ (+ (+ x (* y z)) (* t a)) (* z (* a b)))
25.0ms
(* z (* a b))

series244.0ms

Counts
4 → 12
Calls
4 calls:
62.0ms
(+ (+ x (* y z)) (* t a))
41.0ms
(+ x (* y z))
111.0ms
(+ (+ (+ x (* y z)) (* t a)) (* z (* a b)))
29.0ms
(* z (* a b))

simplify1.4s

Counts
111 → 111
Iterations
IterNodes
done5008
21446
1412
0146

prune433.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (* y z))
0.0b
(+ (+ x (* y z)) (* a (+ (* z b) t)))
0.0b
(+ (* z b) t)
2.7b
(* a (+ (* z b) t))

rewrite408.0ms

Algorithm
rewrite-expression-head
Rules
34×*-un-lft-identity
16×distribute-lft-out
13×add-log-exp
11×associate-*l*
add-sqr-sqrt +-commutative flip3-+ flip-+
pow1 add-cbrt-cube associate-*r/ add-exp-log add-cube-cbrt
sum-log associate-*r*
distribute-rgt-in associate-+r+ distribute-lft-in frac-add insert-posit16
associate-+l+
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 84
Calls
4 calls:
15.0ms
(+ x (* y z))
278.0ms
(+ (+ x (* y z)) (* a (+ (* z b) t)))
24.0ms
(+ (* z b) t)
88.0ms
(* a (+ (* z b) t))

series193.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(+ x (* y z))
96.0ms
(+ (+ x (* y z)) (* a (+ (* z b) t)))
24.0ms
(+ (* z b) t)
42.0ms
(* a (+ (* z b) t))

simplify1.3s

Counts
96 → 96
Iterations
IterNodes
done5004
21749
1410
0130

prune386.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

localize38.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (+ x (* y z)) (* t a))
0.0b
(+ (+ (+ x (* y z)) (* t a)) (* (sqrt z) (* (sqrt z) (* a b))))
1.5b
(* (sqrt z) (* (sqrt z) (* a b)))
2.6b
(* (sqrt z) (* a b))

rewrite955.0ms

Algorithm
rewrite-expression-head
Rules
81×*-un-lft-identity
73×add-sqr-sqrt
57×associate-*r*
46×associate-*l*
44×distribute-lft-out
36×unswap-sqr
22×sqrt-prod
18×pow1 add-cbrt-cube add-exp-log add-log-exp
17×add-cube-cbrt
sum-log pow-prod-down prod-exp cbrt-unprod
associate-+l+
+-commutative *-commutative
insert-posit16
flip3-+ flip-+
Counts
4 → 151
Calls
4 calls:
141.0ms
(+ (+ x (* y z)) (* t a))
607.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (sqrt z) (* (sqrt z) (* a b))))
141.0ms
(* (sqrt z) (* (sqrt z) (* a b)))
57.0ms
(* (sqrt z) (* a b))

series321.0ms

Counts
4 → 12
Calls
4 calls:
55.0ms
(+ (+ x (* y z)) (* t a))
129.0ms
(+ (+ (+ x (* y z)) (* t a)) (* (sqrt z) (* (sqrt z) (* a b))))
54.0ms
(* (sqrt z) (* (sqrt z) (* a b)))
83.0ms
(* (sqrt z) (* a b))

simplify1.5s

Counts
163 → 163
Iterations
IterNodes
done5001
22096
1554
0192

prune589.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0b

regimes357.0ms

Accuracy

46.3% (1.4b remaining)

Error of 1.4b against oracle of 0.0b and baseline of 2.6b

bsearch37.0ms

Steps
ItersRangePoint
5
4.521948766607505e-75
1.8033354227582568e-74
1.648045334066036e-74

simplify4.0ms

Iterations
IterNodes
done31
131
020

end0.0ms

sample1.8s

Algorithm
intervals
Results
1.3s11650×body80valid