Details

Time bar (total: 6.2s)

sample21.0ms

Algorithm
intervals
Results
10.0ms256×body80valid

simplify2.0ms

Counts
1 → 1
Iterations
IterNodes
done7
17
06

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 30.3b

localize9.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* x x) (* y y))
28.4b
(sqrt (+ (* x x) (* y y)))

rewrite18.0ms

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-+
+-commutative rem-sqrt-square sum-log sqrt-pow1 pow1/2
Counts
2 → 26
Calls
2 calls:
9.0ms
(+ (* x x) (* y y))
8.0ms
(sqrt (+ (* x x) (* y y)))

series93.0ms

Counts
2 → 6
Calls
2 calls:
39.0ms
(+ (* x x) (* y y))
54.0ms
(sqrt (+ (* x x) (* y y)))

simplify309.0ms

Counts
32 → 32
Iterations
IterNodes
done5000
2770
1142
048

prune155.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 9.0b

localize16.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* x x) (* y y))
0.5b
(* (sqrt (sqrt (+ (* x x) (* y y)))) (sqrt (sqrt (+ (* x x) (* y y)))))
28.4b
(sqrt (+ (* x x) (* y y)))
28.4b
(sqrt (+ (* x x) (* y y)))

rewrite105.0ms

Algorithm
rewrite-expression-head
Rules
72×sqrt-prod
50×add-sqr-sqrt
34×sqrt-pow1
29×pow1
28×sqrt-div
18×*-un-lft-identity pow1/2 add-cube-cbrt
15×swap-sqr
flip3-+ associate-*r* associate-*l* pow-prod-up flip-+ unswap-sqr
add-cbrt-cube add-exp-log add-log-exp
pow-prod-down pow-sqr
frac-times
rem-sqrt-square associate-*l/ associate-*r/
pow2 +-commutative sum-log rem-square-sqrt pow-plus sqrt-unprod prod-exp *-commutative cbrt-unprod
Counts
4 → 124
Calls
4 calls:
10.0ms
(+ (* x x) (* y y))
74.0ms
(* (sqrt (sqrt (+ (* x x) (* y y)))) (sqrt (sqrt (+ (* x x) (* y y)))))
7.0ms
(sqrt (+ (* x x) (* y y)))
6.0ms
(sqrt (+ (* x x) (* y y)))

series218.0ms

Counts
4 → 12
Calls
4 calls:
44.0ms
(+ (* x x) (* y y))
54.0ms
(* (sqrt (sqrt (+ (* x x) (* y y)))) (sqrt (sqrt (+ (* x x) (* y y)))))
59.0ms
(sqrt (+ (* x x) (* y y)))
60.0ms
(sqrt (+ (* x x) (* y y)))

simplify1.3s

Counts
136 → 136
Iterations
IterNodes
done5000
21649
1292
0121

prune479.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 9.0b

localize48.0ms

Local error

Found 4 expressions with local error:

0.4b
(* (sqrt (fabs (cbrt (+ (pow y 2) (pow x 2))))) (sqrt (sqrt (+ (pow y 2) (pow x 2)))))
28.4b
(sqrt (+ (pow y 2) (pow x 2)))
29.4b
(cbrt (+ (* x x) (* y y)))
29.4b
(cbrt (+ (pow y 2) (pow x 2)))

rewrite95.0ms

Algorithm
rewrite-expression-head
Rules
30×sqrt-prod
25×add-sqr-sqrt
24×*-un-lft-identity
12×add-cube-cbrt
11×associate-*r*
pow1
cbrt-prod
unpow-prod-down add-cbrt-cube sqrt-div associate-*l* add-exp-log distribute-lft-out unswap-sqr
cbrt-div flip3-+ flip-+ add-log-exp
sqrt-pow1 pow1/2 pow-prod-down
pow1/3 associate-*r/
rem-sqrt-square sqrt-unprod prod-exp *-commutative cbrt-unprod
Counts
4 → 84
Calls
4 calls:
54.0ms
(* (sqrt (fabs (cbrt (+ (pow y 2) (pow x 2))))) (sqrt (sqrt (+ (pow y 2) (pow x 2)))))
24.0ms
(sqrt (+ (pow y 2) (pow x 2)))
4.0ms
(cbrt (+ (* x x) (* y y)))
10.0ms
(cbrt (+ (pow y 2) (pow x 2)))

series375.0ms

Counts
4 → 12
Calls
4 calls:
120.0ms
(* (sqrt (fabs (cbrt (+ (pow y 2) (pow x 2))))) (sqrt (sqrt (+ (pow y 2) (pow x 2)))))
42.0ms
(sqrt (+ (pow y 2) (pow x 2)))
105.0ms
(cbrt (+ (* x x) (* y y)))
109.0ms
(cbrt (+ (pow y 2) (pow x 2)))

simplify1.0s

Counts
96 → 96
Iterations
IterNodes
done5000
21630
1385
0171

prune696.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 9.0b

localize3.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune1.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 9.0b

regimes460.0ms

Accuracy

56.3% (10.4b remaining)

Error of 18.0b against oracle of 7.6b and baseline of 31.5b

bsearch73.0ms

Steps
ItersRangePoint
10
1.770057870633885e+84
1.1610867076317608e+95
1.1493803764036757e+95
9
-7.317563595848081e+70
-3.473568020675254e+63
-1.9401195934627838e+70

simplify2.0ms

Iterations
IterNodes
done14
114
013

end0.0ms

sample636.0ms

Algorithm
intervals
Results
372.0ms8000×body80valid