Details

Time bar (total: 7.8s)

sample35.0ms

Algorithm
intervals
Results
17.0ms256×body80valid
8.0ms256×pre80true

simplify1.6s

Counts
1 → 1
Iterations
IterNodes
done2001
82001
71519
6575
5339
4177
395
246
122
09

prune7.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 18.1b

localize30.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (/ (* x x) (+ (* x x) (* y y))) (/ (* y y) (+ (* x x) (* y y))))
15.5b
(/ (* x x) (+ (* x x) (* y y)))
23.5b
(/ (* y y) (+ (* x x) (* y y)))

rewrite120.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt
13×add-cbrt-cube add-exp-log
10×times-frac
*-un-lft-identity
associate-/r/
add-cube-cbrt
associate-/r*
add-log-exp
cbrt-undiv flip3-+ div-exp flip-+ div-inv difference-of-squares
pow1 distribute-rgt-out-- insert-posit16
clear-num frac-2neg prod-exp cbrt-unprod associate-/l*
sub-neg flip3-- diff-log frac-sub flip-- distribute-lft-out-- sub-div
Counts
3 → 71
Calls
3 calls:
82.0ms
(- (/ (* x x) (+ (* x x) (* y y))) (/ (* y y) (+ (* x x) (* y y))))
15.0ms
(/ (* x x) (+ (* x x) (* y y)))
22.0ms
(/ (* y y) (+ (* x x) (* y y)))

series220.0ms

Counts
3 → 9
Calls
3 calls:
90.0ms
(- (/ (* x x) (+ (* x x) (* y y))) (/ (* y y) (+ (* x x) (* y y))))
61.0ms
(/ (* x x) (+ (* x x) (* y y)))
68.0ms
(/ (* y y) (+ (* x x) (* y y)))

simplify1.2s

Counts
80 → 80
Iterations
IterNodes
done2228
32228
21527
1376
0120

prune330.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.3b

localize32.0ms

Local error

Found 4 expressions with local error:

18.1b
(cbrt (/ (* x x) (+ (* x x) (* y y))))
18.1b
(cbrt (/ (* x x) (+ (* x x) (* y y))))
18.1b
(cbrt (/ (* x x) (+ (* x x) (* y y))))
23.5b
(/ (* y y) (+ (* x x) (* y y)))

rewrite58.0ms

Algorithm
rewrite-expression-head
Rules
27×cbrt-prod
12×add-sqr-sqrt *-un-lft-identity times-frac add-cube-cbrt
add-cbrt-cube add-exp-log
associate-/r/
pow1 flip3-+ flip-+ insert-posit16 div-inv add-log-exp
cbrt-div associate-/r* pow1/3
cbrt-undiv div-exp
clear-num frac-2neg prod-exp cbrt-unprod associate-/l*
Counts
4 → 81
Calls
4 calls:
12.0ms
(cbrt (/ (* x x) (+ (* x x) (* y y))))
12.0ms
(cbrt (/ (* x x) (+ (* x x) (* y y))))
12.0ms
(cbrt (/ (* x x) (+ (* x x) (* y y))))
20.0ms
(/ (* y y) (+ (* x x) (* y y)))

series492.0ms

Counts
4 → 12
Calls
4 calls:
123.0ms
(cbrt (/ (* x x) (+ (* x x) (* y y))))
173.0ms
(cbrt (/ (* x x) (+ (* x x) (* y y))))
144.0ms
(cbrt (/ (* x x) (+ (* x x) (* y y))))
51.0ms
(/ (* y y) (+ (* x x) (* y y)))

simplify1.1s

Counts
93 → 93
Iterations
IterNodes
done2000
32000
21080
1263
098

prune443.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.3b

localize1.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune3.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.3b

localize1.0ms

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

3 alts after pruning (0 fresh and 3 done)

Merged error: 0.3b

regimes96.0ms

Accuracy

73.4% (5.3b remaining)

Error of 5.7b against oracle of 0.5b and baseline of 20.3b

bsearch246.0ms

Steps
ItersRangePoint
10
9.017376886876375e-170
8.716472054328612e-160
5.33062675147924e-161
6
-1.4327488265462246e-211
-2.778524981170525e-212
-1.4153860890433093e-211
9
-2.136686633581268e-183
-2.3721941201325608e-189
-2.406936418392987e-189
10
-8.548720489344102e+154
-2.896109030498554e+140
-1.3330097877511057e+154

simplify10.0ms

Iterations
IterNodes
done29
129
025

end0.0ms

sample1.8s

Algorithm
intervals
Results
961.0ms8000×body80valid
363.0ms8000×pre80true