Details

Time bar (total: 16.1s)

sample62.0ms

Algorithm
intervals
Results
28.0ms256×body80valid
19.0ms273×body80nan

simplify34.0ms

Counts
1 → 1
Iterations
IterNodes
done42
442
341
232
121
011

prune17.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 18.5b

localize21.0ms

Local error

Found 3 expressions with local error:

0.8b
(+ (* x y) (* x z))
1.6b
(+ (+ (* x y) (* x z)) (* y z))
18.5b
(sqrt (+ (+ (* x y) (* x z)) (* y z)))

rewrite66.0ms

Algorithm
rewrite-expression-head
Rules
10×add-log-exp
add-sqr-sqrt
pow1 sum-log *-un-lft-identity add-cube-cbrt
flip3-+ add-cbrt-cube add-exp-log sqrt-prod flip-+ insert-posit16
+-commutative sqrt-div
rem-sqrt-square associate-+l+ sqrt-pow1 pow1/2 distribute-lft-out
Counts
3 → 43
Calls
3 calls:
10.0ms
(+ (* x y) (* x z))
30.0ms
(+ (+ (* x y) (* x z)) (* y z))
26.0ms
(sqrt (+ (+ (* x y) (* x z)) (* y z)))

series207.0ms

Counts
3 → 9
Calls
3 calls:
44.0ms
(+ (* x y) (* x z))
25.0ms
(+ (+ (* x y) (* x z)) (* y z))
138.0ms
(sqrt (+ (+ (* x y) (* x z)) (* y z)))

simplify2.7s

Counts
52 → 52
Iterations
IterNodes
done5001
34070
2947
1256
088

prune319.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 18.5b

localize33.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (+ y z) x)
1.6b
(+ (* (+ y z) x) (* y z))
18.5b
(sqrt (+ (* (+ y z) x) (* y z)))

rewrite71.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
*-un-lft-identity
pow1 add-cube-cbrt
add-cbrt-cube add-exp-log add-log-exp
associate-*l*
flip3-+ associate-*r* sqrt-prod flip-+ insert-posit16
sqrt-div associate-*l/
+-commutative rem-sqrt-square sum-log sqrt-pow1 pow1/2 pow-prod-down prod-exp *-commutative cbrt-unprod distribute-lft-out unswap-sqr
Counts
3 → 50
Calls
3 calls:
27.0ms
(* (+ y z) x)
21.0ms
(+ (* (+ y z) x) (* y z))
22.0ms
(sqrt (+ (* (+ y z) x) (* y z)))

series224.0ms

Counts
3 → 9
Calls
3 calls:
36.0ms
(* (+ y z) x)
38.0ms
(+ (* (+ y z) x) (* y z))
149.0ms
(sqrt (+ (* (+ y z) x) (* y z)))

simplify2.2s

Counts
59 → 59
Iterations
IterNodes
done5001
33307
2811
1258
0102

prune321.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 18.4b

localize34.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (+ y z))
0.6b
(cbrt (+ y z))
1.6b
(+ (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x)) (* y z))
18.5b
(sqrt (+ (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x)) (* y z)))

rewrite182.0ms

Algorithm
rewrite-expression-head
Rules
11×*-un-lft-identity
cbrt-prod add-sqr-sqrt
add-cube-cbrt
add-log-exp
pow1
cbrt-div flip3-+ add-cbrt-cube add-exp-log flip-+ insert-posit16
sqrt-prod
pow1/3 sqrt-div distribute-lft-out
+-commutative rem-sqrt-square sum-log sqrt-pow1 pow1/2
Counts
4 → 58
Calls
4 calls:
3.0ms
(cbrt (+ y z))
2.0ms
(cbrt (+ y z))
60.0ms
(+ (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x)) (* y z))
115.0ms
(sqrt (+ (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x)) (* y z)))

series553.0ms

Counts
4 → 12
Calls
4 calls:
167.0ms
(cbrt (+ y z))
154.0ms
(cbrt (+ y z))
64.0ms
(+ (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x)) (* y z))
168.0ms
(sqrt (+ (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x)) (* y z)))

simplify2.6s

Counts
70 → 70
Iterations
IterNodes
done5000
33962
2970
1297
0119

prune555.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 18.3b

localize26.0ms

Local error

Found 4 expressions with local error:

1.6b
(+ (* (+ y z) x) (* y z))
1.6b
(+ (* (+ y z) x) (* y z))
18.5b
(sqrt (+ (* (+ y z) x) (* y z)))
18.5b
(sqrt (+ (* (+ y z) x) (* y z)))

rewrite81.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt add-log-exp
pow1 *-un-lft-identity add-cube-cbrt sqrt-prod
flip3-+ add-cbrt-cube sqrt-div add-exp-log flip-+ insert-posit16
+-commutative rem-sqrt-square sum-log sqrt-pow1 pow1/2
Counts
4 → 56
Calls
4 calls:
22.0ms
(+ (* (+ y z) x) (* y z))
23.0ms
(+ (* (+ y z) x) (* y z))
19.0ms
(sqrt (+ (* (+ y z) x) (* y z)))
17.0ms
(sqrt (+ (* (+ y z) x) (* y z)))

series385.0ms

Counts
4 → 12
Calls
4 calls:
23.0ms
(+ (* (+ y z) x) (* y z))
40.0ms
(+ (* (+ y z) x) (* y z))
171.0ms
(sqrt (+ (* (+ y z) x) (* y z)))
151.0ms
(sqrt (+ (* (+ y z) x) (* y z)))

simplify1.8s

Counts
68 → 68
Iterations
IterNodes
done5000
33206
2681
1182
067

prune457.0ms

Pruning

12 alts after pruning (9 fresh and 3 done)

Merged error: 18.3b

regimes311.0ms

Accuracy

0% (0.2b remaining)

Error of 18.7b against oracle of 18.5b and baseline of 18.7b

bsearch0.0ms

simplify3.0ms

Iterations
IterNodes
done15
115
010

end0.0ms

sample2.9s

Algorithm
intervals
Results
1.0s8000×body80valid
920.0ms7768×body80nan